Repository: mindsdb/lightwood Branch: main Commit: bfa472129cc3 Files: 248 Total size: 5.3 MB Directory structure: gitextract__fmgkupe/ ├── .deepsource.toml ├── .flake8 ├── .github/ │ ├── ISSUE_TEMPLATE/ │ │ ├── bug_report.md │ │ ├── question.md │ │ └── suggestion.md │ ├── PULL_REQUEST_TEMPLATE/ │ │ └── pull_request_template.md │ └── workflows/ │ ├── add_to_docs_project.yml │ ├── add_to_roadmap_project.yml │ ├── benchmark_check.yml │ ├── cla.yml │ ├── doc_build.yml │ └── lightwood.yml ├── .gitignore ├── .nojekyll ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── __init__.py ├── assets/ │ └── contributions-agreement/ │ └── signatures/ │ └── cla.json ├── docssrc/ │ ├── Makefile │ ├── README.md │ └── source/ │ ├── _static/ │ │ └── custom.css │ ├── analysis.rst │ ├── api/ │ │ ├── dtype.rst │ │ ├── encode.rst │ │ ├── high_level.rst │ │ ├── json_ai.rst │ │ ├── predictor.rst │ │ └── types.rst │ ├── api.rst │ ├── conf.py │ ├── data.rst │ ├── encoder.rst │ ├── ensemble.rst │ ├── helpers.rst │ ├── index.rst │ ├── lightwood_philosophy.rst │ ├── mixer.rst │ ├── tutorials/ │ │ ├── README.md │ │ ├── custom_cleaner/ │ │ │ └── custom_cleaner.ipynb │ │ ├── custom_encoder_rulebased/ │ │ │ └── custom_encoder_rulebased.ipynb │ │ ├── custom_explainer/ │ │ │ └── custom_explainer.ipynb │ │ ├── custom_mixer/ │ │ │ └── custom_mixer.ipynb │ │ ├── custom_splitter/ │ │ │ └── custom_splitter.ipynb │ │ ├── tutorial_data_analysis/ │ │ │ └── tutorial_data_analysis.ipynb │ │ ├── tutorial_time_series/ │ │ │ └── tutorial_time_series.ipynb │ │ └── tutorial_update_models/ │ │ └── tutorial_update_models.ipynb │ └── tutorials.rst ├── lightwood/ │ ├── __about__.py │ ├── __init__.py │ ├── analysis/ │ │ ├── __init__.py │ │ ├── analyze.py │ │ ├── base.py │ │ ├── explain.py │ │ ├── helpers/ │ │ │ ├── __init__.py │ │ │ ├── acc_stats.py │ │ │ ├── conf_stats.py │ │ │ ├── feature_importance.py │ │ │ ├── pyod.py │ │ │ └── shap.py │ │ ├── nc/ │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── calibrate.py │ │ │ ├── icp.py │ │ │ ├── metrics.py │ │ │ ├── nc.py │ │ │ ├── norm.py │ │ │ └── util.py │ │ └── nn_conf/ │ │ ├── __init__.py │ │ ├── temp_scale.py │ │ └── temp_scale_license │ ├── api/ │ │ ├── __init__.py │ │ ├── high_level.py │ │ ├── json_ai.py │ │ ├── predictor.py │ │ └── types.py │ ├── data/ │ │ ├── __init__.py │ │ ├── encoded_ds.py │ │ ├── timeseries_analyzer.py │ │ └── timeseries_transform.py │ ├── encoder/ │ │ ├── __init__.py │ │ ├── array/ │ │ │ ├── __init__.py │ │ │ ├── array.py │ │ │ ├── ts_cat_array.py │ │ │ └── ts_num_array.py │ │ ├── audio/ │ │ │ ├── __init__.py │ │ │ └── mfcc.py │ │ ├── base.py │ │ ├── categorical/ │ │ │ ├── __init__.py │ │ │ ├── autoencoder.py │ │ │ ├── binary.py │ │ │ ├── gym.py │ │ │ ├── multihot.py │ │ │ ├── onehot.py │ │ │ └── simple_label.py │ │ ├── datetime/ │ │ │ ├── __init__.py │ │ │ ├── datetime.py │ │ │ └── datetime_sin_normalizer.py │ │ ├── helpers.py │ │ ├── identity/ │ │ │ ├── __init__.py │ │ │ └── identity.py │ │ ├── image/ │ │ │ ├── __init__.py │ │ │ ├── helpers/ │ │ │ │ ├── __init__.py │ │ │ │ └── img_to_vec.py │ │ │ └── img_2_vec.py │ │ ├── numeric/ │ │ │ ├── __init__.py │ │ │ ├── numeric.py │ │ │ └── ts_numeric.py │ │ ├── text/ │ │ │ ├── __init__.py │ │ │ ├── helpers/ │ │ │ │ ├── __init__.py │ │ │ │ └── pretrained_helpers.py │ │ │ ├── pretrained.py │ │ │ ├── short.py │ │ │ ├── tfidf.py │ │ │ └── vocab.py │ │ └── time_series/ │ │ ├── __init__.py │ │ ├── helpers/ │ │ │ ├── __init__.py │ │ │ ├── common.py │ │ │ ├── rnn_helpers.py │ │ │ └── transformer_helpers.py │ │ ├── rnn.py │ │ └── ts.py │ ├── ensemble/ │ │ ├── __init__.py │ │ ├── base.py │ │ ├── best_of.py │ │ ├── embed.py │ │ ├── identity.py │ │ ├── mean_ensemble.py │ │ ├── mode_ensemble.py │ │ ├── stacked_ensemble.py │ │ ├── ts_stacked_ensemble.py │ │ └── weighted_mean_ensemble.py │ ├── helpers/ │ │ ├── __init__.py │ │ ├── codegen.py │ │ ├── constants.py │ │ ├── device.py │ │ ├── general.py │ │ ├── io.py │ │ ├── log.py │ │ ├── numeric.py │ │ ├── parallelism.py │ │ ├── seed.py │ │ ├── templating.py │ │ ├── text.py │ │ ├── torch.py │ │ └── ts.py │ └── mixer/ │ ├── __init__.py │ ├── arima.py │ ├── base.py │ ├── ets.py │ ├── helpers/ │ │ ├── __init__.py │ │ ├── ar_net.py │ │ ├── default_net.py │ │ ├── qclassic_net.py │ │ ├── ranger.py │ │ ├── residual_net.py │ │ ├── transform_corss_entropy_loss.py │ │ └── ts.py │ ├── lightgbm.py │ ├── lightgbm_array.py │ ├── neural.py │ ├── neural_ts.py │ ├── nhits.py │ ├── prophet.py │ ├── qclassic.py │ ├── random_forest.py │ ├── regression.py │ ├── sktime.py │ ├── tabtransformer.py │ ├── unit.py │ ├── xgboost.py │ └── xgboost_array.py ├── pyproject.toml └── tests/ ├── __init__.py ├── data/ │ ├── airline_sentiment.csv │ ├── arrivals.csv │ ├── concrete_strength.csv │ ├── hdi.csv │ ├── house_sales.csv │ ├── ionosphere.csv │ ├── tripadvisor_binary_sample.csv │ └── wine_reviews_binary_sample.csv ├── integration/ │ ├── __init__.py │ ├── advanced/ │ │ ├── __init__.py │ │ ├── test_array.py │ │ ├── test_custom_modules.py │ │ ├── test_text_input.py │ │ └── test_timeseries.py │ └── basic/ │ ├── __init__.py │ ├── notes.txt │ ├── test_airline.py │ ├── test_categorical.py │ ├── test_cleaner.py │ ├── test_embedding.py │ ├── test_ensembles.py │ ├── test_jsonai.py │ ├── test_model_selection.py │ ├── test_qclassic.py │ ├── test_regression.py │ ├── test_save_and_load.py │ └── test_weird_target_dist.py ├── unit_tests/ │ ├── __init__.py │ ├── analysis/ │ │ ├── __init__.py │ │ ├── test_nc_norm.py │ │ ├── test_pyod.py │ │ └── test_shap.py │ ├── api/ │ │ └── README.md │ ├── data/ │ │ ├── __init__.py │ │ └── test_transform_ts.py │ ├── encoder/ │ │ ├── __init__.py │ │ ├── audio/ │ │ │ ├── __init__.py │ │ │ └── test_mfcc.py │ │ ├── categorical/ │ │ │ ├── __init__.py │ │ │ ├── test_autoencoder.py │ │ │ ├── test_binary.py │ │ │ ├── test_label.py │ │ │ ├── test_multihot.py │ │ │ └── test_onehot.py │ │ ├── date/ │ │ │ ├── __init__.py │ │ │ └── test_datetime.py │ │ ├── identity/ │ │ │ ├── __init__.py │ │ │ └── test_identity.py │ │ ├── images/ │ │ │ ├── __init__.py │ │ │ └── test_img_2_vec.py │ │ ├── numeric/ │ │ │ ├── __init__.py │ │ │ └── test_numeric.py │ │ ├── text/ │ │ │ ├── __init__.py │ │ │ ├── neg.txt │ │ │ ├── pos.txt │ │ │ ├── test_pretrained.py │ │ │ ├── test_short.py │ │ │ ├── test_tfidf.py │ │ │ └── test_vocab.py │ │ └── time_series/ │ │ ├── __init__.py │ │ ├── test_timeseries_rnn.py │ │ └── test_transformer.py │ ├── helpers.py │ └── mixer/ │ ├── __init__.py │ ├── test_lgbm.py │ ├── test_nhits.py │ ├── test_random_forest.py │ ├── test_tabtransformer.py │ └── test_xgboost.py └── utils/ ├── __init__.py ├── data_generation.py └── timing.py ================================================ FILE CONTENTS ================================================ ================================================ FILE: .deepsource.toml ================================================ version = 1 [[analyzers]] name = "python" enabled = true [analyzers.meta] runtime_version = "3.x.x" ================================================ FILE: .flake8 ================================================ [flake8] max-line-length = 120 ignore = E275,E402,F821,W503,W504,C408,W391,E721 exclude = .git,__pycache__,docs,docssrc ================================================ FILE: .github/ISSUE_TEMPLATE/bug_report.md ================================================ --- name: Bug report about: Create a report to help us improve labels: bug --- ## Your Environment * Python version: * Operating system: * Lightwood version: ## Describe your issue ## How can we replicate it? * What dataset did you use (link to it please) * What was the code you ran ================================================ FILE: .github/ISSUE_TEMPLATE/question.md ================================================ --- name: Question about: Ask a question labels: question --- ================================================ FILE: .github/ISSUE_TEMPLATE/suggestion.md ================================================ --- name: Suggestion about: Suggest a feature, improvement, doc change, etc. labels: enhancement --- ================================================ FILE: .github/PULL_REQUEST_TEMPLATE/pull_request_template.md ================================================ # Why is it needed ? # What does it do ? ================================================ FILE: .github/workflows/add_to_docs_project.yml ================================================ name: Add issue to docs project on: issues: types: - opened jobs: add-to-project: name: Add issue to docs project runs-on: ubuntu-latest steps: - uses: actions/add-to-project@v0.4.0 with: # You can target a repository in a different organization # to the issue project-url: https://github.com/orgs/mindsdb/projects/32 github-token: ${{ secrets.ADD_TO_PROJECT_PAT }} labeled: documentation ================================================ FILE: .github/workflows/add_to_roadmap_project.yml ================================================ name: Add issue to roadmap project on: issues: types: - opened jobs: add-to-project: name: Add issue to roadmap project runs-on: ubuntu-latest steps: - uses: actions/add-to-project@v0.4.0 with: project-url: https://github.com/orgs/mindsdb/projects/53 github-token: ${{ secrets.ADD_TO_PROJECT_PAT }} labeled: bug, enhancement label-operator: OR ================================================ FILE: .github/workflows/benchmark_check.yml ================================================ name: Benchmark Result Check Lightwood #on: # pull_request: # branches: # - main jobs: check: runs-on: ubuntu-latest steps: - uses: actions/checkout@v2 - name: Assert benchmarks ran and this version is better run: | wget https://raw.githubusercontent.com/torokmark/assert.sh/main/assert.sh source assert.sh commit=${{ github.event.pull_request.head.sha }} against="best" status=$(curl -X GET http://benchmarks.mindsdb.com:9107/compare/$against/$commit?release_only=True) echo Got benchmark status $status between $commit and $against assert_eq "$status" "Yes" && echo 'Good to go!' ================================================ FILE: .github/workflows/cla.yml ================================================ name: "Lightwood CLA Assistant" on: issue_comment: types: [created] pull_request_target: types: [opened,closed,synchronize] permissions: actions: write contents: write pull-requests: write statuses: write jobs: CLAssistant: runs-on: mdb-dev steps: - name: "CLA Assistant" if: (github.event.comment.body == 'recheckcla' || github.event.comment.body == 'I have read the CLA Document and I hereby sign the CLA') || github.event_name == 'pull_request' uses: contributor-assistant/github-action@v2.6.1 env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} with: path-to-signatures: 'assets/contributions-agreement/signatures/cla.json' path-to-cla-document: 'https://github.com/mindsdb/mindsdb_native/blob/stable/assets/contributions-agreement/individual-contributor.md' branch: 'main' allowlist: bot*, George3d6, ZoranPandovski, paxcema, torrmal, Stpmax, maximlopin, mindsdbadmin ================================================ FILE: .github/workflows/doc_build.yml ================================================ name: Documentation Build Lightwood on: push: branches: - main - separate_doc_branch - jupyter_actions jobs: doc_build: runs-on: ubuntu-latest permissions: contents: write steps: - name: checkout and set up uses: actions/checkout@v2 - name: setup python uses: actions/setup-python@v2 with: python-version: 3.11 - name: install all dependencies run: | sudo apt install pandoc python -m pip install --upgrade pip pip install 'Sphinx==6.2.1' 'sphinx-autoapi==3.0.0' 'sphinx-autodoc-typehints' 'sphinx-code-include' 'sphinx-rtd-theme' 'sphinxcontrib-applehelp' 'sphinxcontrib-devhelp' 'sphinxcontrib-htmlhelp' 'sphinxcontrib-jsmath' 'sphinxcontrib-napoleon' 'sphinxcontrib-qthelp' 'sphinxcontrib-serializinghtml' autoapi nbsphinx myst_parser pandoc jupyter matplotlib imblearn fsspec pip install --no-cache-dir -e . - name: Install NLTK data run: | python -m nltk.downloader punkt python -m nltk.downloader punkt_tab python -m nltk.downloader stopwords - name: Re-run notebooks run: | find . -iname '*.ipynb' -exec jupyter nbconvert --to notebook --inplace --execute {} \; > out.txt 2>&1 cat out.txt cat out.txt | grep -zvqi exception && echo 'no errors detected' || exit cat out.txt | grep -zvqi error && echo 'no errors detected' || exit - name: Make the docs run: | cd docssrc && make github - name: Deploy to another branch uses: s0/git-publish-subdir-action@develop env: REPO: self BRANCH: gh-pages # The branch name where you want to push the assets FOLDER: docs # The directory where your assets are generated GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # GitHub will automatically add this - you don't need to bother getting a token MESSAGE: "Rebuilt the docs" # The commit message ================================================ FILE: .github/workflows/lightwood.yml ================================================ name: Integration and Unit Tests Lightwood on: push: pull_request: branches: - main release: types: [published] jobs: test: runs-on: ${{ matrix.os }} strategy: matrix: os: [ubuntu-latest] python-version: ["3.10", "3.11", "3.12", "3.13"] steps: - uses: actions/checkout@v2 - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v2 with: python-version: ${{ matrix.python-version }} - name: Install dependencies run: | python -m pip install --upgrade pip python -m pip install poetry python -m pip install setuptools==57.5.0 python -m pip install pydateinfer==0.3.0 poetry install -E dev -E image - name: Install dependencies OSX run: | if [ "$RUNNER_OS" == "macOS" ]; then brew install libomp; fi shell: bash env: CHECK_FOR_UPDATES: False - name: Lint with flake8 run: | poetry run python -m flake8 . - name: Install NLTK data run: | poetry run python -m nltk.downloader punkt poetry run python -m nltk.downloader punkt_tab poetry run python -m nltk.downloader stopwords - name: Test with unittest run: | # Run all the "standard" tests poetry run python -m unittest discover tests deploy: runs-on: ubuntu-latest environment: PublishCI needs: test if: github.event_name == 'release' steps: - uses: actions/checkout@v2 - name: Set up Python uses: actions/setup-python@v2 with: python-version: "3.10" - name: Install dependencies run: | python -m pip install --upgrade pip pip install poetry - name: Build run: poetry build - name: Publish env: POETRY_HTTP_BASIC_PYPI_USERNAME: __token__ POETRY_HTTP_BASIC_PYPI_PASSWORD: ${{ secrets.PYPI_PASSWORD }} run: | poetry publish --dry-run poetry publish ================================================ FILE: .gitignore ================================================ *.pth *.vec *.pkl *.dill *.test.* .cache* *.jar mindsdb.egg-info .pypirc # Byte-compiled / optimized / DLL files *__pycache__* *.py[cod] *$py.class # Distribution / packaging .Python env/ build/ develop-eggs/ dist/ downloads/ eggs/ .eggs/ lib/ lib64/ parts/ sdist/ var/ wheels/ *.egg-info/ .installed.cfg *.egg # visual studio code .DStore .DS_Store .idea .vscode # virtualenv .venv venv/ ENV/ # pyenv .python-version # Installer logs pip-log.txt pip-delete-this-directory.txt # Temporary dynamic_predictor.py test.pickle AI.json AI2.json # docs assert.sh docssrc/build docssrc/build/* docssrc/source/tutorials/*.html docssrc/source/tutorials/*.pickle docssrc/source/tutorials/*.py docs docs/* *.zip docs/* .ipynb_checkpoints ================================================ FILE: .nojekyll ================================================ ================================================ FILE: CODE_OF_CONDUCT.md ================================================ # Contributor Covenant Code of Conduct ## Our Pledge We as members, contributors, and leaders pledge to make participation in our community a harassment-free experience for everyone, regardless of age, body size, visible or invisible disability, ethnicity, sex characteristics, gender identity and expression, level of experience, education, socio-economic status, nationality, personal appearance, race, religion, or sexual identity and orientation. We pledge to act and interact in ways that contribute to an open, welcoming, diverse, inclusive, and healthy community. ## Our Standards Examples of behavior that contributes to a positive environment for our community include: * Demonstrating empathy and kindness toward other people * Being respectful of differing opinions, viewpoints, and experiences * Giving and gracefully accepting constructive feedback * Accepting responsibility and apologizing to those affected by our mistakes, and learning from the experience * Focusing on what is best not just for us as individuals, but for the overall community Examples of unacceptable behavior include: * The use of sexualized language or imagery, and sexual attention or advances of any kind * Trolling, insulting or derogatory comments, and personal or political attacks * Public or private harassment * Publishing others' private information, such as a physical or email address, without their explicit permission * Other conduct which could reasonably be considered inappropriate in a professional setting ## Enforcement Responsibilities Community leaders are responsible for clarifying and enforcing our standards of acceptable behavior and will take appropriate and fair corrective action in response to any behavior that they deem inappropriate, threatening, offensive, or harmful. Community leaders have the right and responsibility to remove, edit, or reject comments, commits, code, wiki edits, issues, and other contributions that are not aligned to this Code of Conduct, and will communicate reasons for moderation decisions when appropriate. ## Scope This Code of Conduct applies within all community spaces, and also applies when an individual is officially representing the community in public spaces. Examples of representing our community include using an official e-mail address, posting via an official social media account, or acting as an appointed representative at an online or offline event. ## Enforcement Instances of abusive, harassing, or otherwise unacceptable behavior may be reported to the community leaders responsible for enforcement at admin@mindsdb.com. All complaints will be reviewed and investigated promptly and fairly. All community leaders are obligated to respect the privacy and security of the reporter of any incident. ## Attribution This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 2.0, available at https://www.contributor-covenant.org/version/2/0/code_of_conduct.html. Community Impact Guidelines were inspired by [Mozilla's code of conduct enforcement ladder](https://github.com/mozilla/diversity). [homepage]: https://www.contributor-covenant.org For answers to common questions about this code of conduct, see the FAQ at https://www.contributor-covenant.org/faq. Translations are available at https://www.contributor-covenant.org/translations. ================================================ FILE: CONTRIBUTING.md ================================================ # Contribute to Lightwood We love to receive contributions from the community and hear your opinions! We want to make contributing to Lightwood as easy as it can be. Being part of the core Lightwood team is possible to anyone who is motivated and wants to be part of that journey! Please continue reading this guide if you are interested in helping democratize machine learning. ### Hacktoberfest 2021 If you are participating in this year's Hacktoberfest event, please scroll down to read the relevant guidelines for the event. ## How can you help us? * Report a bug * Improve documentation * Solve an issue * Propose new features * Discuss feature implementations * Submit a bug fix * Test Lightwood with your own data and let us know how it went! ## Code contributions In general, we follow the ["fork-and-pull"](https://docs.github.com/en/github/collaborating-with-pull-requests/getting-started/about-collaborative-development-models#fork-and-pull-model) git workflow. Here are the steps: 1. Fork the Lightwood repository 2. Make changes and commit them 3. Make sure that the CI tests pass. You can run the test suite locally with `flake8 .` to check style and `python -m unittest discover tests` to run the automated tests. This doesn't guarantee it will pass remotely since we run on multiple envs, but should work in most cases. 4. Push your local branch to your fork 5. Submit a pull request from your repo to the `main` branch of `mindsdb/lightwood` so that we can review your changes. Be sure to merge the latest from main before making a pull request! > Note: You will need to sign a CLI agreement for the code since lightwood is under a GPL license. ## Feature and Bug reports We use GitHub issues to track bugs and features. Report them by opening a [new issue](https://github.com/mindsdb/lightwood/issues/new/choose) and fill out all of the required inputs. ## Code review process Pull request reviews are done on a regular basis. If your change has a chance to affecting performance we will run our private benchmark suite to validate it. Please, make sure you respond to our feedback/questions. # Community If you have additional questions or you want to chat with MindsDB core team, you can join our community: MindsDB Community. To get updates on Lightwood and MindsDB’s latest announcements, releases, and events, sign up for our [Monthly Community Newsletter](https://mindsdb.com/newsletter/?utm_medium=community&utm_source=github&utm_campaign=lightwood%20repo). Join our mission of democratizing machine learning and allowing developers to become data scientists! # Hacktoberfest 2021 We are very excited that Lightwood is participating in this year's Hacktoberfest 2021 event. This month-long event through October gives you the chance to contribute to the Open Source codebase of Lightwood and MindsDB! The Lightwood core team has prepared several issues of different types that are ideal for first-time contributors and will be posted throughout the month. It's entirely up to you what you choose to work on and if you have your own great idea, feel free to suggest it by reaching out to us via our Slack community or by posting an issue with the `discussion` tag. **Our Major Incentive and SWAG!** Make contributions and enter into the draw for a [Deep Learning Laptop](https://lambdalabs.com/deep-learning/laptops/tensorbook) **powered by the NVIDIA RTX 3080 Max-Q GPU**. Pre-installed with TensorFlow, PyTorch, CUDA, cuDNN and more. ![Deep Learning Laptop](/assets/laptop.jpeg) Also we’d love to send you a special MindsDB SWAG gift pack: ![MindsDB Swag](/assets/swag.png) #### How to participate 1. Contribute by making pull requests to any of our open issues labeled with the `hacktoberfest` tag during October. All hacktoberfest issues will specify how many points a successfully merged PR is worth. 2. Have a total score of at least 5 points in order to enter the big prize draw. 3. Complete the form with links to all your completed PR’s so we know where to ship the gift pack to! Entries close at midnight (PST) Sunday, 31 October 2021 with the prize draw winner announced at an online event on Monday, 1st of November. Please check https://mindsdb.com/hacktoberfest for more details. **Remember:** if you wish to contribute with something that is not currently flagged as a hacktoberfest issue, make an issue (or make a comment if an issue already exists), and let's talk about it! ## Contributor Code of Conduct Please note that this project is released with a [Contributor Code of Conduct](https://github.com/mindsdb/lightwood/blob/main/CODE_OF_CONDUCT.md). By participating in this project, you agree to abide by its terms. ================================================ FILE: LICENSE ================================================ GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 Copyright (C) 2007 Free Software Foundation, Inc. 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But first, please read . ================================================ FILE: README.md ================================================ # Lightwood Lightwood is an AutoML framework that enables you to generate and customize machine learning pipelines declarative syntax called JSON-AI. Our goal is to make the data science/machine learning (DS/ML) life cycle easier by allowing users to focus on **what** they want to do their data without needing to write repetitive boilerplate code around machine learning and data preparation. Instead, we enable you to focus on the parts of a model that are truly unique and custom. Lightwood works with a variety of data types such as numbers, dates, categories, tags, text, arrays and various multimedia formats. These data types can be combined together to solve complex problems. We also support a time-series mode for problems that have between-row dependencies. Our JSON-AI syntax allows users to change any and all parts of the models Lightwood automatically generates. The syntax outlines the specifics details in each step of the modeling pipeline. Users may override default values (for example, changing the type of a column) or alternatively, entirely replace steps with their own methods (ex: use a random forest model for a predictor). Lightwood creates a "JSON-AI" object from this syntax which can then be used to automatically generate python code to represent your pipeline. For details on how to generate JSON-AI syntax and how Lightwood works, check out the [Lightwood Philosophy](#Lightwood-Philosophy). ## Lightwood Philosophy Lightwood abstracts the ML pipeline into 3 core steps: (1) Pre-processing and data cleaning
(2) Feature engineering
(3) Model building and training

Lightwood internals

#### i) Pre-processing and cleaning For each column in your dataset, Lightwood will identify the suspected data type (numeric, categorical, etc.) via a brief statistical analysis. From this, it will generate a JSON-AI syntax. If the user keeps default behavior, Lightwood will perform a brief pre-processing approach to clean each column according to its identified data type. From there, it will split the data into train/dev/test splits. The `cleaner` and `splitter` objects respectively refer to the pre-processing and the data splitting functions. #### ii) Feature Engineering Data can be converted into features via "encoders". Encoders represent the rules for transforming pre-processed data into a numerical representations that a model can be used. Encoders can be **rule-based** or **learned**. A rule-based encoder transforms data per a specific set of instructions (ex: normalized numerical data) whereas a learned encoder produces a representation of the data after training (ex: a "\[CLS\]" token in a language model). Encoders are assigned to each column of data based on the data type; users can override this assignment either at the column-based level or at the data-type based level. Encoders inherit from the `BaseEncoder` class. #### iii) Model Building and Training We call a predictive model that intakes *encoded* feature data and outputs a prediction for the target of interest a `mixer` model. Users can either use Lightwood's default mixers or create their own approaches inherited from the `BaseMixer` class. We predominantly use PyTorch based approaches, but can support other models. ## Usage We invite you to check out our [documentation](https://mindsdb.github.io/lightwood/) for specific guidelines and tutorials! Please stay tuned for updates and changes. ### Quick use cases Lightwood works with `pandas.DataFrames`. Once a DataFrame is loaded, defined a "ProblemDefinition" via a dictionary. The only thing a user needs to specify is the name of the column to predict (via the key `target`). Create a JSON-AI syntax from the command `json_ai_from_problem`. Lightwood can then use this object to *automatically generate python code filling in the steps of the ML pipeline* via `code_from_json_ai`. You can make a `Predictor` object, instantiated with that code via `predictor_from_code`. To train a `Predictor` end-to-end, starting with unprocessed data, users can use the `predictor.learn()` command with the data. ```python import pandas as pd from lightwood.api.high_level import ( ProblemDefinition, json_ai_from_problem, code_from_json_ai, predictor_from_code, ) if __name__ == '__main__': # Load a pandas dataset df = pd.read_csv("https://raw.githubusercontent.com/mindsdb/benchmarks/main/benchmarks/datasets/hdi/data.csv" ) # Define the prediction task by naming the target column pdef = ProblemDefinition.from_dict( { "target": "Development Index", # column you want to predict } ) # Generate JSON-AI code to model the problem json_ai = json_ai_from_problem(df, problem_definition=pdef) # OPTIONAL - see the JSON-AI syntax # print(json_ai.to_json()) # Generate python code code = code_from_json_ai(json_ai) # OPTIONAL - see generated code # print(code) # Create a predictor from python code predictor = predictor_from_code(code) # Train a model end-to-end from raw data to a finalized predictor predictor.learn(df) # Make the train/test splits and show predictions for a few examples test_df = predictor.split(predictor.preprocess(df))["test"] preds = predictor.predict(test_df).iloc[:10] print(preds) ``` ### BYOM: Bring your own models Lightwood supports user architectures/approaches so long as you follow the abstractions provided within each step. Our [tutorials](https://mindsdb.github.io/lightwood/tutorials.html) provide specific use cases for how to introduce customization into your pipeline. Check out "custom cleaner", "custom splitter", "custom explainer", and "custom mixer". Stay tuned for further updates. ## Installation You can install Lightwood as follows: ```python pip3 install lightwood ``` >Note: depending on your environment, you might have to use pip instead of pip3 in the above command. However, we recommend creating a python virtual environment. #### Setting up a dev environment - Python version should be in the range >=3.8, < 3.11 - Clone lightwood - `cd lightwood && pip install -r requirements.txt && pip install -r requirements_image.txt` - Add it to your python path (e.g. by adding `export PYTHONPATH='/where/you/cloned/lightwood':$PYTHONPATH` as a newline at the end of your `~/.bashrc` file) - Check that the `unittest`s are passing by going into the directory where you cloned lightwood and running: `python -m unittest discover tests` > If `python` default to python2.x on your environment use `python3` and `pip3` instead Currently, the preferred environment for working with lightwood is visual studio code, a very popular python IDE. However, any IDE should work. While we don't have guides for those, please feel free to use the following section as a template for VSCode, or to contribute your own tips and tricks to set up other IDEs. #### Setting up a VSCode environment * Install and enable setting sync using github account (if you use multiple machines) * Install pylance (for types) and make sure to disable pyright * Go to `Python > Lint: Enabled` and disable everything *but* flake8 * Set `python.linting.flake8Path` to the full path to flake8 (which flake8) * Set `Python › Formatting: Provider` to autopep8 * Add `--global-config=/lightwood/.flake8` and `--experimental` to `Python › Formatting: Autopep8 Args` * Install live share and live share whiteboard ## Contribute to Lightwood We love to receive contributions from the community and hear your opinions! We want to make contributing to Lightwood as easy as it can be. Being part of the core Lightwood team is possible to anyone who is motivated and wants to be part of that journey! Please continue reading this guide if you are interested in helping democratize machine learning. ### How can you help us? * Report a bug * Improve documentation * Solve an issue * Propose new features * Discuss feature implementations * Submit a bug fix * Test Lightwood with your own data and let us know how it went! ### Code contributions In general, we follow the ["fork-and-pull"](https://docs.github.com/en/github/collaborating-with-pull-requests/getting-started/about-collaborative-development-models#fork-and-pull-model) git workflow. Here are the steps: 1. Fork the Lightwood repository 2. Make changes and commit them 3. Make sure that the CI tests pass. You can run the test suite locally with `flake8 .` to check style and `python -m unittest discover tests` to run the automated tests. This doesn't guarantee it will pass remotely since we run on multiple envs, but should work in most cases. 4. Push your local branch to your fork 5. Submit a pull request from your repo to the `main` branch of `mindsdb/lightwood` so that we can review your changes. Be sure to merge the latest from main before making a pull request! > Note: You will need to sign a CLI agreement for the code since lightwood is under a GPL license. ### Feature and Bug reports We use GitHub issues to track bugs and features. Report them by opening a [new issue](https://github.com/mindsdb/lightwood/issues/new/choose) and fill out all of the required inputs. ### Code review process Pull request (PR) reviews are done on a regular basis. **If your PR does not address a previous issue, please make an issue first**. If your change has a chance to affecting performance we will run our private benchmark suite to validate it. Please, make sure you respond to our feedback/questions. # Community If you have additional questions or you want to chat with MindsDB core team, you can join our community: MindsDB Community. To get updates on Lightwood and MindsDB’s latest announcements, releases, and events, sign up for our [Monthly Community Newsletter](https://mindsdb.com/newsletter/?utm_medium=community&utm_source=github&utm_campaign=lightwood%20repo). Join our mission of democratizing machine learning and allowing developers to become data scientists! ## Contributor Code of Conduct Please note that this project is released with a [Contributor Code of Conduct](https://github.com/mindsdb/lightwood/blob/main/CODE_OF_CONDUCT.md). By participating in this project, you agree to abide by its terms. # Current contributors # License ![PyPI - License](https://img.shields.io/pypi/l/lightwood) * [Lightwood License](https://github.com/mindsdb/lightwood/blob/master/LICENSE) ================================================ FILE: __init__.py ================================================ name = "lightwood" ================================================ FILE: assets/contributions-agreement/signatures/cla.json ================================================ { "signedContributors": [] } ================================================ FILE: docssrc/Makefile ================================================ # Minimal makefile for Sphinx documentation # # You can set these variables from the command line, and also # from the environment for the first two. SPHINXOPTS ?= SPHINXBUILD ?= sphinx-build SOURCEDIR = source BUILDDIR = build # Put it first so that "make" without argument is like "make help". help: @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) .PHONY: help Makefile # Catch-all target: route all unknown targets to Sphinx using the new # "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). %: Makefile @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) github: @make -b html @touch ../docs @rm -r ../docs @cp -a build/html/. ../docs @rm -r build @touch ../docs/.nojekyll @echo https://mindsdb.github.io/lightwood > ../docs/CNAME ================================================ FILE: docssrc/README.md ================================================ ## Compiling the docs - Make sure you are in `docssrc`, then follow the instructions under `run` in our [documentation building github actions job](https://github.com/mindsdb/lightwood/blob/main/.github/workflows/doc_build.yml#L21) - Then go into the newly build docs and start a server to see them: `cd ../docs && python3 -m http.server` - Should now be available at: 0.0.0.0:8000 | Alternatively, you can just open the `index.html` with a browser and that should work too ## Ref for how autosummary works: https://stackoverflow.com/questions/2701998/sphinx-autodoc-is-not-automatic-enough ## Manual steps currently notebooks have to be built manually using: `find . -iname '*.ipynb' -exec jupyter nbconvert --to notebook --inplace --execute {} \;` ================================================ FILE: docssrc/source/_static/custom.css ================================================ /* override css for readable.css */ /* styles/fonts to match http://mdanalysis.org (see public/css) */ /* MindsDB --shamrock: #00b06d; */ /* MindsDB --dark: #2c263f; */ /* MindsDB --aqua-marine: #4dd9ca; */ /* MindsDB --wheat: #fedc8c; */ /* MindsDB --watermelon: #f25c63; */ /* MindsDB --blueberry: #6751ad; */ /* MindsDB --white: #ffffff; */ /* MindsDB --slate-grey: #5d6970; */ /* .wy-nav-side { font-size: 1.6em; font-weight: 500; } */ .wy-nav-side .toctree-l1 { font-size: 1.5em; font-weight: 500; } .wy-nav-side .toctree-l2 { font-size: 0.7em !important; font-weight: 400 !important; } .wy-nav-side .toctree-l3 { font-size: 0.9em !important; font-weight: 400 !important; } /* .rst-content dl.class dt, .rst-content dl.function dt */ .field-list dt.field-odd { font-size: 13px !important; color:#2c263f !important; padding-left: 0rem !important; } .field-list dt.field-even { font-size: 13px !important; color:#2c263f !important; padding-left: 0rem !important; } .field-list dd.field-odd { font-size: 13px !important; color:#2c263f !important; margin-left: 12px !important; } .field-list dd.field-even { font-size: 13px !important; color:#2c263f !important; margin-left: 12px !important; } .sig { background:rgba(254, 220, 140, 0.3) !important; border-top: solid 0px #2c263f !important; border-left: 0px !important; padding-left: 8px; padding-right: 6px; padding-top: 6px; padding-bottom: 6px; } .sig .sig-prename { color: #2c263f; } .sig .sig-name { color: #2c263f; } .sig .sig-paren { color: rgb(93, 105, 112); } .sig .sig-param { color: rgb(93, 105, 112); } .sig .property { color: rgb(93, 105, 112); } div.rst-content a { color: #00b06d; text-decoration: none; } div.rst-content a:visited { color: #00b06d; } a:hover { color: #00b06d !important; text-decoration: underline; } /* body { font-family: 'PT Sans', Helvetica, Arial, 'sans-serif'; font-size: 17px; } div.body { color: #000000; } div.sphinxsidebar a:hover { text-decoration: none !important; } div.sphinxsidebar p { color: #2c263f; } // Home MDAnalysis colour .wy-side-nav-search > a { color: #343131; } // Side MDAnalysis version colour .wy-side-nav-search > div.version { color: #2c263f; } // Menubar caption colour div.wy-menu-vertical span.caption-text { color: #00b06d; } // Mobile layout menubar option nav.wy-nav-top { background: #343131; } // Menu search bar outline (default blue) .wy-side-nav-search input[type="text"] { border-color: #2c263f; } // -- body styles --------------------------------------------------------- // Different coloured links for sidebar vs body) pre, tt, code { font-family: Menlo, Monaco, 'Courier New', monospace } div.body h1 { font-weight: bolder; } a.headerlink { color: #2c263f; font-size: 0.8em; padding: 0 4px 0 4px; text-decoration: none; } a.headerlink:hover { background-color: #2c263f; color: #fff; } // ------- admonition boxes ------- div.admonition { margin: 10px 0px; padding: 10px 10px; } div.admonition p.admonition-title { font-size: 100%; font-weight: bolder; } // ----- Tables ----- // override table width restrictions // wrap tables instead of scrolling @media screen and (min-width: 767px) { .wy-table-responsive table td, .wy-table-responsive table th { // !important prevents the common CSS stylesheets from overriding this as on RTD they are loaded after this stylesheet white-space: normal !important; } .wy-table-responsive { overflow: visible !important; max-width: 100% !important; } } // ----- Field lists ------ .section > dl.field-list { display: flex; flex-wrap: wrap; margin: 0; padding: 0; } dl.field-list > dt::after { content: ":"; } .rst-content dl:not(.docutils) dt { background: none; color: #000000; border-top: none; } .section > dl.field-list dt { margin: 0; padding: 0; flex-basis: 20%; display: block; } .section > dl.field-list > dd { flex-basis: 70%; margin: 0; } .section > dl.field-list > dd p { margin: 0; } // ----- MDAnalysis coloured elements ------ .rst-content .viewcode-link, .rst-content .viewcode-back { color: #2c263f; } .rst-content .guilabel { background: #efefef; border: 1px solid #2c263f; } .rst-content .seealso p.admonition-title { background: #2c263f; } .rst-content .seealso { background: #e3e3e3; } .rst-content .error p.admonition-title, .rst-content .warning p.admonition-title { background: #F45F4B; } .rst-content .error, .rst-content .warning { background: #FFEEED; } .rst-content .caution, .rst-content .note, .rst-content .important { background: #FFEBD0; } .rst-content code:not(.xref).literal { color: #ca6500; } .rst-content .caution p.admonition-title, .rst-content .note p.admonition-title, .rst-content .important p.admonition-title { background: #00b06d; } .rst-content dl.class dt, .rst-content dl.function dt { color: #ca6500; background: #FFEBD0; border-top: solid 3px #00b06d; } */ ================================================ FILE: docssrc/source/analysis.rst ================================================ :mod:`Analysis` ========================== Analyse mixer ensembles to extract static insights and train predict-time models for dynamic insights. .. automodule:: analysis :members: ================================================ FILE: docssrc/source/api/dtype.rst ================================================ Data Types (dtypes) -------------------- Lightwood supports several data types used in standard machine learning pipelines. The ``dtype`` class is used to label columns of information as the right input format. The type inference procedure affects what feature engineering methodology is used on a labeled column. Currently, the supported way to encourage new data types is to include a custom tag in this file and to import a custom cleaning approach. Users may inherit the basic functionality of the cleaner and include their own flag specific to their data type. For steps on how to do this, please see the tutorials. .. autoclass:: api.dtype.dtype :members: ================================================ FILE: docssrc/source/api/encode.rst ================================================ Encode your data -------------------- .. automodule:: api.encode :members: ================================================ FILE: docssrc/source/api/high_level.rst ================================================ JSON-AI Config -------------------- .. automodule:: api.high_level :members: ================================================ FILE: docssrc/source/api/json_ai.rst ================================================ JSON-AI Config -------------------- .. automodule:: api.json_ai :members: ================================================ FILE: docssrc/source/api/predictor.rst ================================================ Predictor Interface -------------------- The ``PredictorInterface`` creates the skeletal structure around basic functionality of Lightwood. .. automodule:: api.predictor :members: ================================================ FILE: docssrc/source/api/types.rst ================================================ Lightwood API Types -------------------- Lightwood consists of several high level abstractions to enable the data science/machine learning (DS/ML) pipeline in a step-by-step procedure. .. automodule:: api.types :members: :member-order: bysource ================================================ FILE: docssrc/source/api.rst ================================================ :mod:`API` ========================== The API module is how Lightwood interfaces with the user. .. toctree:: :maxdepth: 1 :caption: Table of Contents: api/high_level api/dtype api/types api/predictor api/json_ai api/encode ================================================ FILE: docssrc/source/conf.py ================================================ # Configuration file for the Sphinx documentation builder. # # This file only contains a selection of the most common options. For a full # list see the documentation: # https://www.sphinx-doc.org/en/master/usage/configuration.html # 2021.09.07 # Strongly inspired from # https://github.com/MDAnalysis/mdanalysis/blob/master/package/doc/sphinx/source/conf.py import sys import os import datetime # ----------------- # # Project information # ----------------- # sys.path.append(os.path.abspath('../../lightwood')) # ----------------- # # Project information # ----------------- # project = 'lightwood' copyright = '2021, MindsDB' authors = "MindsDB" # author = 'Natasha Seelam (natasha@mindsdb.com)' now = datetime.datetime.now() copyright = u'2017-{}, '.format(now.year) + authors # Version of the package packageversion = __import__('lightwood').__version__ version = packageversion release = packageversion # ----------------- # # Master document # ----------------- # master_doc = "index" # ----------------- # # General Config # ----------------- # # Enable sphinx extensions extensions = [ 'sphinx.ext.autodoc', 'autoapi.extension', 'sphinx.ext.autosectionlabel', 'sphinx_autodoc_typehints', 'myst_parser', 'sphinx_rtd_theme', 'sphinx.ext.viewcode', 'sphinx.ext.napoleon', 'nbsphinx' ] # Enable markdown usage source_suffix = { '.rst': 'restructuredtext', '.txt': 'markdown', '.md': 'markdown', } source_parsers = {'.md': 'recommonmark.parser.CommonMarkParser'} # Templates templates_path = ['_templates'] # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. # This pattern also affects html_static_path and html_extra_path. exclude_patterns = [] # ----------------- # # Formatting and theme # ----------------- # # Default colors colors = { 'shamrock': '#00b06d', 'dark_blue': '#2c263f', 'aqua': '#4dd9ca', 'wheat': '#fedc8c', 'watermelon': '#f25c63', 'blueberry': '#6751ad', 'white': '#ffffff', 'slate': '#5d6970', } # HTML details html_theme = 'sphinx_rtd_theme' html_theme_options = { 'canonical_url': '', 'logo_only': True, 'display_version': True, 'prev_next_buttons_location': 'bottom', 'style_external_links': False, 'style_nav_header_background': 'white', # Toc options 'collapse_navigation': True, 'sticky_navigation': True, 'navigation_depth': 4, 'includehidden': True, 'titles_only': False, } # Pygments syntax highlight themes pygments_style = 'sphinx' # to include decorated objects like __init__ autoclass_content = 'both' # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ['_static'] html_css_files = ['custom.css'] # Brand logo html_logo = "_static/logos/mindsdblogo.png" html_sidebars = { '**': [ 'about.html', 'navigation.html', 'relations.html', 'searchbox.html', ] } # ----------------- # # Autodoc capability # ----------------- # autoapi_template_dir = '_autoapi_templates' autoapi_root = 'docs' autoapi_generate_api_docs = False autoapi_dirs = ['../../lightwood'] # autodoc_member_order = 'bysource' # Keep order of the members accordingly ================================================ FILE: docssrc/source/data.rst ================================================ :mod:`Data` ========================== The focus of these modules is on storing, transforming, cleaning, splitting, merging, getting and removing data. .. automodule:: data :members: :show-inheritance: ================================================ FILE: docssrc/source/encoder.rst ================================================ :mod:`Encoders` ========================== Used for encoding data into PyTorch tensors and decoding it from pytorch tensors .. automodule:: encoder :members: ================================================ FILE: docssrc/source/ensemble.rst ================================================ :mod:`Ensemble` ========================== Ensemble mixers together in order to generate predictions .. automodule:: ensemble :members: ================================================ FILE: docssrc/source/helpers.rst ================================================ :mod:`Helpers` ========================== Various helper functions .. automodule:: helpers :members: ================================================ FILE: docssrc/source/index.rst ================================================ .. -*- coding: utf-8 -*- .. lightwood_docs documentation master file, created by sphinx-quickstart on Tue Sep 7 13:07:48 2021. You can adapt this file completely to your liking, but it should at least contain the root ``toctree`` directive. **************************************** Lightwood **************************************** :Release: |release| :Date: |today| | Lightwood is an AutoML framework that enables you to generate and customize machine learning pipelines declarative syntax called JSON-AI. Our goal is to make the data science/machine learning (DS/ML) life cycle easier by allowing users to focus on **what** they want to do their data without needing to write repetitive boilerplate code around machine learning and data preparation. Instead, we enable you to focus on the parts of a model that are truly unique and custom. Lightwood works with a variety of data types such as numbers, dates, categories, tags, text, arrays and various multimedia formats. These data types can be combined together to solve complex problems. We also support a time-series mode for problems that have between-row dependencies. Our JSON-AI syntax allows users to change any and all parts of the models Lightwood automatically generates. The syntax outlines the specifics details in each step of the modeling pipeline. Users may override default values (for example, changing the type of a column) or alternatively, entirely replace steps with their own methods (ex: use a random forest model for a predictor). Lightwood creates a "JSON-AI" object from this syntax which can then be used to automatically generate python code to represent your pipeline. For details as to how Lightwood works, check out the `Lightwood Philosophy `_ . Quick Guide ======================= - :ref:`Installation ` - :ref:`Example Use Cases ` - :ref:`Contribute to Lightwood ` Installation ============ You can install Lightwood as follows: .. code-block:: bash pip3 install lightwood .. note:: depending on your environment, you might have to use pip instead of pip3 in the above command. However, we recommend creating a python virtual environment. Setting up a dev environment ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - Clone lightwood - Run ``cd lightwood && pip install requirements.txt`` - Add it to your python path (e.g. by adding ``export PYTHONPATH='/where/you/cloned/lightwood':$PYTHONPATH`` as a newline at the end of your ``~/.bashrc`` file) - Check that the unit-tests are passing by going into the directory where you cloned lightwood and running: ``python -m unittest discover tests`` .. warning:: If ``python`` default to python2.x on your environment use ``python3`` and ``pip3`` instead Currently, the preferred environment for working with lightwood is visual studio code, a very popular python IDE. However, any IDE should work. While we don't have guides for those, please feel free to use the following section as a template for VSCode, or to contribute your own tips and tricks to set up other IDEs. Setting up a VSCode environment ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ * Install and enable setting sync using github account (if you use multiple machines) * Install pylance (for types) and make sure to disable pyright * Go to ``Python > Lint: Enabled`` and disable everything *but* flake8 * Set ``python.linting.flake8Path`` to the full path to flake8 (which flake8) * Set ``Python › Formatting: Provider`` to autopep8 * Add ``--global-config=/lightwood/.flake8`` and ``--experimental`` to ``Python › Formatting: Autopep8 Args`` * Install live share and live share whiteboard Example Use Cases ======================= Lightwood works with ``pandas.DataFrames``. Once a DataFrame is loaded, defined a "ProblemDefinition" via a dictionary. The only thing a user needs to specify is the name of the column to predict (via the key ``target``). Create a JSON-AI syntax from the command ``json_ai_from_problem``. Lightwood can then use this object to *automatically generate python code filling in the steps of the ML pipeline* via ``code_from_json_ai``. You can make a ``Predictor`` object, instantiated with that code via ``predictor_from_code``. To train a ``Predictor`` end-to-end, starting with unprocessed data, users can use the ``predictor.learn()`` command with the data. .. code-block:: python import pandas as pd from lightwood.api.high_level import ( ProblemDefinition, json_ai_from_problem, code_from_json_ai, predictor_from_code, ) # Load a pandas dataset df = pd.read_csv( "https://raw.githubusercontent.com/mindsdb/benchmarks/main/benchmarks/datasets/hdi/data.csv" ) # Define the prediction task by naming the target column pdef = ProblemDefinition.from_dict( { "target": "Development Index", # column you want to predict } ) # Generate JSON-AI code to model the problem json_ai = json_ai_from_problem(df, problem_definition=pdef) # OPTIONAL - see the JSON-AI syntax #print(json_ai.to_json()) # Generate python code code = code_from_json_ai(json_ai) # OPTIONAL - see generated code #print(code) # Create a predictor from python code predictor = predictor_from_code(code) # Train a model end-to-end from raw data to a finalized predictor predictor.learn(df) # Make the train/test splits and show predictions for a few examples test_df = predictor.split(predictor.preprocess(df))["test"] preds = predictor.predict(test_df).iloc[:10] print(preds) BYOM: Bring your own models ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Lightwood supports user architectures/approaches so long as you follow the abstractions provided within each step. Our `tutorials `_ provide specific use cases for how to introduce customization into your pipeline. Check out "custom cleaner", "custom splitter", "custom explainer", and "custom mixer". Stay tuned for further updates. Contribute to Lightwood ======================= We love to receive contributions from the community and hear your opinions! We want to make contributing to Lightwood as easy as it can be. Being part of the core Lightwood team is possible to anyone who is motivated and wants to be part of that journey! Please continue reading this guide if you are interested in helping democratize machine learning. How can you help us? ^^^^^^^^^^^^^^^^^^^^^^^^ * Report a bug * Improve documentation * Solve an issue * Propose new features * Discuss feature implementations * Submit a bug fix * Test Lightwood with your own data and let us know how it went! Code contributions ^^^^^^^^^^^^^^^^^^^^^^^^ In general, we follow the `fork-and-pull `_ git workflow. Here are the steps: 1. Fork the Lightwood repository 2. Make changes and commit them 3. Make sure that the CI tests pass. You can run the test suite locally with ``flake8 .`` to check style and ``python -m unittest discover tests`` to run the automated tests. This doesn't guarantee it will pass remotely since we run on multiple envs, but should work in most cases. 4. Push your local branch to your fork 5. Submit a pull request from your repo to the ``main`` branch of ``mindsdb/lightwood`` so that we can review your changes. Be sure to merge the latest from main before making a pull request! .. note:: You will need to sign a CLI agreement for the code since lightwood is under a GPL license. Feature and Bug reports ^^^^^^^^^^^^^^^^^^^^^^^^ We use GitHub issues to track bugs and features. Report them by opening a `new issue `_ and fill out all of the required inputs. Code review process ^^^^^^^^^^^^^^^^^^^^^^^^^ Pull request (PR) reviews are done on a regular basis. **If your PR does not address a previous issue, please make an issue first**. If your change has a chance to affecting performance we will run our private benchmark suite to validate it. Please, make sure you respond to our feedback/questions. Community ^^^^^^^^^^^^^^^^^^^^^^^^^ If you have additional questions or you want to chat with MindsDB core team, you can join our community: .. raw:: html MindsDB Community To get updates on Lightwood and MindsDB’s latest announcements, releases, and events, sign up for our `Monthly Community Newsletter `_. Join our mission of democratizing machine learning and allowing developers to become data scientists! Contributor Code of Conduct ^^^^^^^^^^^^^^^^^^^^^^^^^^^ Please note that this project is released with a `Contributor Code of Conduct `_. By participating in this project, you agree to abide by its terms. Current contributors ======================= .. raw:: html License ======================= .. raw:: html PyPI - License | `Lightwood License `_ Other Links ======================= .. toctree:: :maxdepth: 8 tutorials api data encoder mixer ensemble analysis helpers lightwood_philosophy ================================================ FILE: docssrc/source/lightwood_philosophy.rst ================================================ :mod:`Lightwood Philosophy` ================================ Introduction ------------ Lightwood works by generating code for `Predictor` objects out of structured data (e.g. a data frame) and a problem definition. The simplest possible definition being the column to predict. The data can be anything. It can contain numbers, dates, categories, text (in any language, but English is currently the primary focus), quantities, arrays, matrices, images, audio, or video. The last three as paths to the file system or URLs, since storing them as binary data can be cumbersome. The generated `Predictor` object can be fitted by calling a learn method, or through a lower level step-by-step API. It can then make predictions on similar data (same columns except for the target) by calling a predict method. That's the gist of it. There's an intermediate representation that gets turned into the final `Python` code, called `JsonAI`. This provides an easy way to edit the `Predictor` being generated from the original data and problem specifications. It also enables prototyping custom code without modifying the library itself, or even having a "development" version of the library installed. Pipeline ------------ Lightwood abstracts the ML pipeline into 3 core steps: 1. Pre-processing and data cleaning 2. Feature engineering 3. Model building and training .. image:: _static/logos/lightwood.png :align: center :alt: Lightwood "under-the-hood" By default, each of them entails: i) Pre-processing and cleaning ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ For each column in your dataset, Lightwood will infer the suspected data type (numeric, categorical, etc.) via a brief statistical analysis. From this, it will generate a JsonAI object. Lightwood will perform a brief pre-processing approach to clean each column according to its identified data type (e.g. dates represented as a mix of string formats and timestamp floats are converted to datetime objects). From there, it will split the data into train/dev/test splits. The `cleaner` and `splitter` objects respectively refer to the pre-processing and the data splitting functions. ii) Feature Engineering ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Data can be converted into features via "encoders". Encoders represent the rules for transforming pre-processed data into a numerical representation that a model can use. Encoders can be **rule-based** or **learned**. A rule-based encoder transforms data per a specific set of instructions (ex: normalized numerical data) whereas a learned encoder produces a representation of the data after training (ex: a "\[CLS\]" token in a language model). Encoders are assigned to each column of data based on the data type, and depending on the type there can be inter-column dependencies (e.g. time series). Users can override this assignment either at the column-based level or at the datatype-based level. Encoders inherit from the `BaseEncoder` class. iii) Model Building and Training ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ We call a predictive model that intakes *encoded* feature data and outputs a prediction for the target of interest a `mixer` model. Users can either use Lightwood's default mixers or create their own approaches inherited from the `BaseMixer` class. We predominantly use PyTorch based approaches, but can support other models. Multiple mixers can be trained for any given `Predictor`. After mixer training, an ensemble is created (and potentially trained) to decide which mixers to use and how to combine their predictions. Finally, a "model analysis" step looks at the whole ensemble and extracts some stats about it, in addition to building confidence models that allow us to output a confidence and prediction intervals for each prediction. We also use this step to generate some explanations about model behavior. Predicting is very similar: data is cleaned and encoded, then mixers make their predictions and they get ensembled. Finally, explainer modules determine things like confidence, prediction bounds, and column importances. Strengths and drawbacks ------------------------ The main benefit of lightwood's architecture is that it is very easy to extend. Full understanding (or even any understanding) of the pipeline is not required to improve a specific component. Users can still easily integrate their custom code with minimal hassle, even if PRs are not accepted, while still pulling everything else from upstream. This works well with the open-source nature of the project. The second advantage this provides is that it is relatively trivial to parallelize since most tasks are done per-feature. The bits which are done on all the data (mixer training and model analysis) are made up of multiple blocks with similar APIs which can themselves be run in parallel. Finally, most of lightwood is built on PyTorch, and PyTorch mixers and encoders are first-class citizens in so far as the data format makes it easiest to work with them. In that sense performance on specialized hardware and continued compatibility is taken care of for us, which frees up time to work on other things. The main drawback, however, is that the pipeline separation doesn't allow for phases to wield great influence on each other or run in a joint fashion. This both means you can't easily have stuff like mixer gradients propagating through and training encoders, nor analysis blocks looking at the model and deciding the data cleaning procedure should change. Granted, there's no hard limit on this, but any such implementation would be rather unwieldy in terms of code complexity. ================================================ FILE: docssrc/source/mixer.rst ================================================ :mod:`Mixers` ========================== Mixers learn to map encoded representation, they are the core of lightwood's automl. .. automodule:: mixer :members: ================================================ FILE: docssrc/source/tutorials/README.md ================================================ ## How to make a tutorial notebook? We use some of our tutorial notebooks as unit-tests to ensure that our pipeline is up-to-date, and to keep our examples relevant. In order to preserve our (and the reader's) sanity these need to behave so that they can: 1. Run via the CI tools 2. Execute locally by a user To make things easier, the Lightwood team has proposed a general set of rules for tutorials: 1. If you are using an external dataset, please ensure there is a URL that links to it (i.e.: load it in a dataframe using `pd.read_csv('{link}')`). Exceptions can be made for custom data types if the download dataset link is provided. We try to avoid hosting large datasets via Github, but please contact us if you believe it should be in our benchmarking suite. 2. Show any **custom code within the notebook**. If you need to export it to a file (e.g. in order to load it as a lightwood module), use `%%writefile my_file.py` at the top of the jupyter codeblock, this will write the code into a file. 3. Please do not save any extra files within the notebook (`.json` files may be ok); if your tutorial really requires saving extra files, please contact us and we can help. 4. Please edit json-ai within the notebook as opposed to externally (i.e. generate a default, then make changes based on the key you need). You can show the difference between default and custom json-ai via a `print` statement. 5. The notebook must not have any code metadata, otherwise github actions will fail to run them (in the json representation, grep for `kernel` and you will find the global `metadata` key, set that to `{}`) If your tutorial is anything more than a single `.ipynb` notebook and some accompanying .png or .jpg files, it may be rejected automatically. We would be more than happy to work with you to help adapt them to fit our automated notebooks. ================================================ FILE: docssrc/source/tutorials/custom_cleaner/custom_cleaner.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "regulated-manufacturer", "metadata": {}, "source": [ "## Using your own pre-processing methods in Lightwood\n", "\n", "#### Date: 2021.10.07\n", "\n", "For the notebook below, we'll be exploring how to make **custom pre-processing** methods for our data. Lightwood has standard cleaning protocols to handle a variety of different data types, however, we want users to feel comfortable augmenting and addressing their own changes. To do so, we'll highlight the approach we would take below:\n", "\n", "\n", "We will use data from [Kaggle](https://www.kaggle.com/c/commonlitreadabilityprize/data?select=train.csv). \n", "\n", "The data has several columns, but ultimately aims to use text to predict a *readability score*. There are also some columns that I do not want to use when making predictions, such as `url_legal`, `license`, among others.\n", "\n", "In this tutorial, we're going to focus on making changes to 2 columns: \n", "(1) **excerpt**, a text column, and ensuring we remove stop words using NLTK.
\n", "(2) **target**, the goal to predict; we will make this explicitly non-negative.\n", "\n", "Note, for this ACTUAL challenge, negative and positive are meaningful. We are using this as an example dataset to demonstrate how you can make changes to your underlying dataset and proceed to building powerful predictors.\n", "\n", "Let's get started!" ] }, { "cell_type": "code", "execution_count": null, "id": "happy-wheat", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:13.425276Z", "iopub.status.busy": "2022-02-03T21:30:13.424404Z", "iopub.status.idle": "2022-02-03T21:30:15.210014Z", "shell.execute_reply": "2022-02-03T21:30:15.209637Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import torch\n", "import nltk\n", "\n", "import os\n", "import sys\n", "\n", "# Lightwood modules\n", "import lightwood as lw\n", "from lightwood import ProblemDefinition, \\\n", " JsonAI, \\\n", " json_ai_from_problem, \\\n", " code_from_json_ai, \\\n", " predictor_from_code" ] }, { "cell_type": "markdown", "id": "indie-chaos", "metadata": {}, "source": [ "### 1) Load your data\n", "\n", "Lightwood uses `pandas` in order to handle datasets, as this is a very standard package in datascience. We can load our dataset using pandas in the following manner (make sure your data is in the data folder!)" ] }, { "cell_type": "code", "execution_count": null, "id": "recognized-parish", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:15.214940Z", "iopub.status.busy": "2022-02-03T21:30:15.214680Z", "iopub.status.idle": "2022-02-03T21:30:18.082996Z", "shell.execute_reply": "2022-02-03T21:30:18.082726Z" } }, "outputs": [], "source": [ "# Load the data\n", "data = pd.read_csv(\"https://mindsdb-example-data.s3.eu-west-2.amazonaws.com/jupyter/train.csv.zip\")\n", "data.head()" ] }, { "cell_type": "markdown", "id": "official-wright", "metadata": {}, "source": [ "We see **6 columns**, a variety which are numerical, missing numbers, text, and identifiers or \"ids\". For our predictive task, we are only interested in 2 such columns, the **excerpt** and **target** columns.\n", "\n", "### 2) Create a JSON-AI default object\n", "Before we create a custom cleaner object, let's first create JSON-AI syntax for our problem based on its specifications. We can do so by setting up a ``ProblemDefinition``. The ``ProblemDefinition`` allows us to specify the target, the column we intend to predict, along with other details. \n", "\n", "The end goal of JSON-AI is to provide *a set of instructions on how to compile a machine learning pipeline*.\n", "\n", "In this case, let's specify our target, the aptly named **target** column. We will also tell JSON-AI to throw away features we never intend to use, such as \"url_legal\", \"license\", and \"standard_error\". We can do so in the following lines:" ] }, { "cell_type": "code", "execution_count": null, "id": "chicken-truth", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:18.085631Z", "iopub.status.busy": "2022-02-03T21:30:18.085365Z", "iopub.status.idle": "2022-02-03T21:30:33.992691Z", "shell.execute_reply": "2022-02-03T21:30:33.992410Z" } }, "outputs": [], "source": [ "# Setup the problem definition\n", "problem_definition = {\n", " 'target': 'target',\n", " \"ignore_features\": [\"url_legal\", \"license\", \"standard_error\"]\n", "}\n", "\n", "# Generate the j{ai}son syntax\n", "json_ai = json_ai_from_problem(data, problem_definition)\n" ] }, { "cell_type": "markdown", "id": "needed-flashing", "metadata": {}, "source": [ "Lightwood, as it processes the data, will provide the user a few pieces of information.\n", "\n", "(1) It drops the features we specify in the `ignore_features` argument
\n", "(2) It takes a small sample of data from each column to *automatically infer the data type*
\n", "(3) For each column that was not ignored, it identifies the most likely data type.
\n", "(4) It notices that \"ID\" is a hash-like-identifier.
\n", "(5) It conducts a small statistical analysis on the distributions in order to generate syntax.
\n", "\n", "As soon as you request a JSON-AI object, Lightwood automatically creates functional syntax from your data. You can see it as follows: " ] }, { "cell_type": "code", "execution_count": null, "id": "designed-condition", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:33.996223Z", "iopub.status.busy": "2022-02-03T21:30:33.995947Z", "iopub.status.idle": "2022-02-03T21:30:33.997746Z", "shell.execute_reply": "2022-02-03T21:30:33.997483Z" } }, "outputs": [], "source": [ "print(json_ai.to_json())" ] }, { "cell_type": "markdown", "id": "level-vacation", "metadata": {}, "source": [ "The above shows the minimal syntax required to create a functional JSON-AI object. For each feature you consider in the dataset, we specify the name of the feature, the type of encoder (feature-engineering method) to process the feature, and key word arguments to process the encoder. For the output, we perform a similar operation, but specify the types of mixers, or algorithms used in making a predictor that can estimate the target. Lastly, we populate the \"problem_definition\" key with the ingredients for our ML pipeline.\n", "\n", "These are the only elements required to get off the ground with JSON-AI. However, we're interested in making a *custom* approach. So, let's make this syntax a file, and introduce our own changes." ] }, { "cell_type": "markdown", "id": "integrated-entrepreneur", "metadata": {}, "source": [ "### 3) Build your own cleaner module\n", "\n", "Let's make a file called `MyCustomCleaner.py`. To write this file, we will use `dataprep_ml.cleaners.cleaner` as inspiration. `dataprep_ml` is a companion library that is part of the broader MindsDB ecosystem, and specializes in data cleaning, data splitting and data analysis.\n", "\n", "The goal output of the cleaner is to provide pre-processing to your dataset - the output is only a pandas DataFrame. In theory, any pre-processing can be done here. However, data can be highly irregular - our default `Cleaner` function has several main goals:\n", "\n", "(1) Strip away any identifier, etc. unwanted columns
\n", "(2) Apply a cleaning function to each column in the dataset, according to that column's data type
\n", "(3) Standardize NaN values within each column for appropriate downstream treatment
\n", "\n", "You can choose to omit many of these details and completely write this module from scratch, but the easiest way to introduce your custom changes is to borrow the `Cleaner` function, and add core changes in a custom block.\n", "\n", "This can be done as follows\n", "\n", "\n", "You can see individual cleaning functions in `dataprep_ml.cleaners`. If you want to entirely replace a cleaning technique given a particular data-type, we invite you to change `dataprep_ml.cleaners.get_cleaning_func` using the argument `custom_cleaning_functions`; in this dictionary, for a datatype (specified in `type_infer.dtype`), you can assign your own function to override our defaults." ] }, { "cell_type": "code", "execution_count": null, "id": "325d8f1b", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:34.001348Z", "iopub.status.busy": "2022-02-03T21:30:34.001032Z", "iopub.status.idle": "2022-02-03T21:30:34.002545Z", "shell.execute_reply": "2022-02-03T21:30:34.002730Z" } }, "outputs": [], "source": [ "%%writefile MyCustomCleaner.py\n", "\n", "import numpy as np\n", "import pandas as pd\n", "from type_infer.dtype import dtype\n", "\n", "from lightwood.helpers import text\n", "from lightwood.helpers.log import log\n", "from lightwood.api.types import TimeseriesSettings\n", "\n", "from nltk.corpus import stopwords\n", "\n", "stop_words = set(stopwords.words(\"english\"))\n", "\n", "from typing import Dict\n", "\n", "# Borrow cleaner functions\n", "from dataprep_ml.cleaners import (\n", " _remove_columns,\n", " _get_columns_to_clean,\n", " get_cleaning_func,\n", ")\n", "\n", "# Use for standardizing NaNs\n", "VALUES_FOR_NAN_AND_NONE_IN_PANDAS = [np.nan, \"nan\", \"NaN\", \"Nan\", \"None\"]\n", "\n", "\n", "def cleaner(\n", " data: pd.DataFrame,\n", " dtype_dict: Dict[str, str],\n", " identifiers: Dict[str, str],\n", " target: str,\n", " mode: str,\n", " timeseries_settings: TimeseriesSettings,\n", " anomaly_detection: bool,\n", " custom_cleaning_functions: Dict[str, str] = {},\n", ") -> pd.DataFrame:\n", " \"\"\"\n", " The cleaner is a function which takes in the raw data, plus additional information about it's types and about the problem. Based on this it generates a \"clean\" representation of the data, where each column has an ideal standardized type and all malformed or otherwise missing or invalid elements are turned into ``None``\n", "\n", " :param data: The raw data\n", " :param dtype_dict: Type information for each column\n", " :param identifiers: A dict containing all identifier typed columns\n", " :param target: The target columns\n", " :param mode: Can be \"predict\" or \"train\"\n", " :param timeseries_settings: Timeseries related settings, only relevant for timeseries predictors, otherwise can be the default object\n", " :param anomaly_detection: Are we detecting anomalies with this predictor?\n", "\n", " :returns: The cleaned data\n", " \"\"\" # noqa\n", "\n", " data = _remove_columns(\n", " data,\n", " identifiers,\n", " target,\n", " mode,\n", " timeseries_settings,\n", " anomaly_detection,\n", " dtype_dict,\n", " )\n", "\n", " for col in _get_columns_to_clean(data, dtype_dict, mode, target):\n", "\n", " log.info(\"Cleaning column =\" + str(col))\n", " # Get and apply a cleaning function for each data type\n", " # If you want to customize the cleaner, it's likely you can to modify ``get_cleaning_func``\n", " fn, vec = get_cleaning_func(dtype_dict[col], custom_cleaning_functions)\n", " if not vec:\n", " data[col] = data[col].apply(fn)\n", " if vec:\n", " data[col] = fn(data[col])\n", "\n", " # ------------------------ #\n", " # INTRODUCE YOUR CUSTOM BLOCK\n", "\n", " # If column data type is a text type, remove stop-words\n", " if dtype_dict[col] in (dtype.rich_text, dtype.short_text):\n", " data[col] = data[col].apply(\n", " lambda x: \" \".join(\n", " [word for word in x.split() if word not in stop_words]\n", " )\n", " )\n", "\n", " # Enforce numerical columns as non-negative\n", " if dtype_dict[col] in (dtype.integer, dtype.float):\n", " log.info(\"Converted \" + str(col) + \" into strictly non-negative\")\n", " data[col] = data[col].apply(lambda x: x if x > 0 else 0.0)\n", "\n", " # ------------------------ #\n", " data[col] = data[col].replace(\n", " to_replace=VALUES_FOR_NAN_AND_NONE_IN_PANDAS, value=None\n", " )\n", "\n", " return data\n" ] }, { "cell_type": "markdown", "id": "radical-armenia", "metadata": {}, "source": [ "#### Place your custom module in `~/lightwood_modules` or `/etc/lightwood_modules`\n", "\n", "We automatically search for custom scripts in your `~/lightwood_modules` and `/etc/lightwood_modules` path. Place your file there. Later, you'll see when we autogenerate code, that you can change your import location if you choose." ] }, { "cell_type": "code", "execution_count": null, "id": "f030f8ca", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:34.005036Z", "iopub.status.busy": "2022-02-03T21:30:34.004771Z", "iopub.status.idle": "2022-02-03T21:30:34.006037Z", "shell.execute_reply": "2022-02-03T21:30:34.006254Z" } }, "outputs": [], "source": [ "from lightwood import load_custom_module\n", "\n", "# Lightwood automatically does this for us if we want\n", "load_custom_module('MyCustomCleaner.py')" ] }, { "cell_type": "markdown", "id": "characteristic-promotion", "metadata": {}, "source": [ "### 4) Introduce your custom cleaner in JSON-AI\n", "\n", "Now let's introduce our custom cleaner. JSON-AI keeps a lightweight syntax but fills in many default modules (like splitting, cleaning). As you can see, it is also agnostic to the origin of the module, as long as it behaves as expected of the other modules that could be used in any given key.\n", "\n", "For the custom cleaner, we'll work by editing the \"cleaner\" key. We will change properties within it as follows:\n", "(1) \"module\" - place the name of the function. In our case it will be \"MyCustomCleaner.cleaner\"\n", "(2) \"args\" - any keyword argument specific to your cleaner's internals. \n", "\n", "This will look as follows:\n", "```\n", " \"cleaner\": {\n", " \"module\": \"MyCustomCleaner.cleaner\",\n", " \"args\": {\n", " \"identifiers\": \"$identifiers\",\n", " \"data\": \"data\",\n", " \"dtype_dict\": \"$dtype_dict\",\n", " \"target\": \"$target\",\n", " \"mode\": \"$mode\",\n", " \"timeseries_settings\": \"$problem_definition.timeseries_settings\",\n", " \"anomaly_detection\": \"$problem_definition.anomaly_detection\"\n", " }\n", "```\n", "\n", "You may be wondering what the \"$\" variables reference. In certain cases, we'd like JSON-AI to auto-fill internal variables when automatically generating code, for example, we've already specified the \"target\" - it would be easier to simply refer in a modular sense what that term is. That is what these variables represent.\n", "\n", "As we borrowed most of the default `Cleaner`; we keep these arguments. In theory, if we were writing much of these details from scratch, we can customize these values as necessary." ] }, { "cell_type": "markdown", "id": "respiratory-radiation", "metadata": {}, "source": [ "### 5) Generate Python code representing your ML pipeline\n", "\n", "Now we're ready to load up our custom JSON-AI and generate the predictor code!\n", "\n", "We can do this by first reading in our custom json-syntax, and then calling the function `code_from_json_ai`. " ] }, { "cell_type": "code", "execution_count": null, "id": "floating-patent", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:34.009559Z", "iopub.status.busy": "2022-02-03T21:30:34.009134Z", "iopub.status.idle": "2022-02-03T21:30:34.014254Z", "shell.execute_reply": "2022-02-03T21:30:34.014480Z" } }, "outputs": [], "source": [ "# Make changes to your JSON-AI\n", "json_ai.cleaner = {\n", " \"module\": \"MyCustomCleaner.cleaner\",\n", " \"args\": {\n", " \"identifiers\": \"$identifiers\",\n", " \"data\": \"data\",\n", " \"dtype_dict\": \"$dtype_dict\",\n", " \"target\": \"$target\",\n", " \"mode\": \"$mode\",\n", " \"timeseries_settings\": \"$problem_definition.timeseries_settings.to_dict()\",\n", " \"anomaly_detection\": \"$problem_definition.anomaly_detection\"\n", " }\n", "}\n", "\n", "#Generate python code that fills in your pipeline\n", "code = code_from_json_ai(json_ai)\n", "\n", "print(code)\n", "\n", "# Save code to a file (Optional)\n", "with open('custom_cleaner_pipeline.py', 'w') as fp:\n", " fp.write(code)" ] }, { "cell_type": "markdown", "id": "handled-oasis", "metadata": {}, "source": [ "As you can see, an end-to-end pipeline of our entire ML procedure has been generating. There are several abstracted functions to enable transparency as to what processes your data goes through in order to build these models.\n", "\n", "The key steps of the pipeline are as follows:\n", "\n", "(1) Run a **statistical analysis** with `analyze_data`
\n", "(2) Clean your data with `preprocess`
\n", "(3) Make a training/dev/testing split with `split`
\n", "(4) Prepare your feature-engineering pipelines with `prepare`
\n", "(5) Create your features with `featurize`
\n", "(6) Fit your predictor models with `fit`
\n", "\n", "You can customize this further if necessary, but you have all the steps necessary to train a model!\n", "\n", "We recommend familiarizing with these steps by calling the above commands, ideally in order. Some commands (namely `prepare`, `featurize`, and `fit`) do depend on other steps.\n", "\n", "If you want to omit the individual steps, we recommend your simply call the `learn` method, which compiles all the necessary steps implemented to give your fully trained predictive models starting with unprocessed data! " ] }, { "cell_type": "markdown", "id": "meaning-saskatchewan", "metadata": {}, "source": [ "### 6) Call python to run your code and see your preprocessed outputs\n", "\n", "Once we have code, we can turn this into a python object by calling `predictor_from_code`. This instantiates the `PredictorInterface` object. \n", "\n", "This predictor object can be then used to run your pipeline." ] }, { "cell_type": "code", "execution_count": null, "id": "violent-guard", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:34.016713Z", "iopub.status.busy": "2022-02-03T21:30:34.016311Z", "iopub.status.idle": "2022-02-03T21:30:34.020897Z", "shell.execute_reply": "2022-02-03T21:30:34.021123Z" } }, "outputs": [], "source": [ "# Turn the code above into a predictor object\n", "predictor = predictor_from_code(code)" ] }, { "cell_type": "code", "execution_count": null, "id": "closing-episode", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:34.023678Z", "iopub.status.busy": "2022-02-03T21:30:34.023275Z", "iopub.status.idle": "2022-02-03T21:30:34.114309Z", "shell.execute_reply": "2022-02-03T21:30:34.114071Z" }, "scrolled": false }, "outputs": [], "source": [ "predictor.mode = \"train\"\n", "\n", "# Perform stats analysis\n", "predictor.analyze_data(data)\n", "\n", "# Pre-process the data\n", "cleaned_data = predictor.preprocess(data)\n", "\n", "cleaned_data.head()" ] }, { "cell_type": "code", "execution_count": null, "id": "major-stake", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:34.118015Z", "iopub.status.busy": "2022-02-03T21:30:34.117499Z", "iopub.status.idle": "2022-02-03T21:30:34.119943Z", "shell.execute_reply": "2022-02-03T21:30:34.119720Z" } }, "outputs": [], "source": [ "print(\"\\033[1m\" + \"Original Data\\n\" + \"\\033[0m\")\n", "print(\"Excerpt:\\n\", data.iloc[0][\"excerpt\"])\n", "print(\"\\nTarget:\\n\", data.iloc[0][\"target\"])\n", "\n", "print(\"\\033[1m\" + \"\\n\\nCleaned Data\\n\" + \"\\033[0m\")\n", "print(\"Excerpt:\\n\", cleaned_data.iloc[0][\"excerpt\"])\n", "print(\"\\nTarget:\\n\", cleaned_data.iloc[0][\"target\"])" ] }, { "cell_type": "markdown", "id": "celtic-scientist", "metadata": {}, "source": [ "As you can see, the cleaning-process we introduced cut out the stop-words from the Excerpt, and enforced the target data to stay positive.\n", "\n", "We hope this tutorial was informative on how to introduce a **custom preprocessing method** to your datasets! For more customization tutorials, please check our [documentation](https://lightwood.io/tutorials.html).\n", "\n", "If you want to download the Jupyter-notebook version of this tutorial, check out the source github location found here: `lightwood/docssrc/source/tutorials/custom_cleaner`. " ] } ], "metadata": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: docssrc/source/tutorials/custom_encoder_rulebased/custom_encoder_rulebased.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "smooth-philip", "metadata": {}, "source": [ "### Custom Encoder: Rule-Based\n", "\n", "Lightwood uses \"Encoders\" to convert preprocessed (cleaned) data into **features**. Encoders represent the **feature engineering** step of the data science pipeline; they can either have a set of instructions (\"rule-based\") or a learned representation (trained on data).\n", "\n", "In the following notebook, we will experiment with creating a custom encoder that creates **Label Encoding**. \n", "\n", "For example, imagine we have the following set of categories:\n", "\n", "```\n", "MyColumnData = [\"apple\", \"orange\", \"orange\", \"banana\", \"apple\", \"dragonfruit\"]\n", "```\n", "\n", "There are 4 categories to consider: \"apple\", \"banana\", \"orange\", and \"dragonfruit\".\n", "\n", "**Label encoding** allows you to refer to these categories as if they were numbers. For example, consider the mapping (arranged alphabetically):\n", "\n", "1 - apple
\n", "2 - banana
\n", "3 - dragonfruit
\n", "4 - orange
\n", "\n", "Using this mapping, we can convert the above data as follows:\n", "\n", "```\n", "MyFeatureData = [1, 4, 4, 2, 1, 3]\n", "```\n", "\n", "In the following notebook, we will design a **LabelEncoder** for Lightwood for use on categorical data. We will be using the Kaggle \"Used Car\" [dataset](https://www.kaggle.com/adityadesai13/used-car-dataset-ford-and-mercedes). We've provided a link for you to automatically access this CSV. This dataset describes various details of cars on sale - with the goal of predicting how much this car may sell for.\n", "\n", "Let's get started." ] }, { "cell_type": "code", "execution_count": null, "id": "raising-adventure", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:36.493568Z", "iopub.status.busy": "2022-02-03T21:30:36.493252Z", "iopub.status.idle": "2022-02-03T21:30:37.976228Z", "shell.execute_reply": "2022-02-03T21:30:37.975946Z" } }, "outputs": [], "source": [ "import pandas as pd\n", "\n", "# Lightwood modules\n", "import lightwood as lw\n", "from lightwood import ProblemDefinition, \\\n", " JsonAI, \\\n", " json_ai_from_problem, \\\n", " code_from_json_ai, \\\n", " predictor_from_code" ] }, { "cell_type": "markdown", "id": "instant-income", "metadata": {}, "source": [ "### 1) Load your data\n", "\n", "Lightwood works with `pandas.DataFrame`s; load data via pandas as follows:" ] }, { "cell_type": "code", "execution_count": null, "id": "technical-government", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:37.981255Z", "iopub.status.busy": "2022-02-03T21:30:37.980893Z", "iopub.status.idle": "2022-02-03T21:30:38.234611Z", "shell.execute_reply": "2022-02-03T21:30:38.234810Z" } }, "outputs": [], "source": [ "filename = 'https://raw.githubusercontent.com/mindsdb/benchmarks/main/benchmarks/datasets/used_car_price/data.csv'\n", "df = pd.read_csv(filename)\n", "df.head()" ] }, { "cell_type": "markdown", "id": "anonymous-rainbow", "metadata": {}, "source": [ "We can see a handful of columns above, such as `model, year, price, transmission, mileage, fuelType, tax, mpg, engineSize`. Some columns are numerical whereas others are categorical. We are going to specifically only focus on categorical columns.\n", "\n", "\n", "### 2) Generate JSON-AI Syntax\n", "\n", "We will make a `LabelEncoder` as follows:\n", "\n", "(1) Find all unique examples within a column
\n", "(2) Order the examples in a consistent way
\n", "(3) Label (python-index of 0 as start) each category
\n", "(4) Assign the label according to each datapoint.
\n", "\n", "First, let's generate a JSON-AI syntax so we can automatically identify each column. " ] }, { "cell_type": "code", "execution_count": null, "id": "absent-maker", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:38.237433Z", "iopub.status.busy": "2022-02-03T21:30:38.237167Z", "iopub.status.idle": "2022-02-03T21:30:38.968313Z", "shell.execute_reply": "2022-02-03T21:30:38.968531Z" } }, "outputs": [], "source": [ "# Create the Problem Definition\n", "pdef = ProblemDefinition.from_dict({\n", " 'target': 'price', # column you want to predict\n", " #'ignore_features': ['year', 'mileage', 'tax', 'mpg', 'engineSize']\n", "})\n", "\n", "# Generate a JSON-AI object\n", "json_ai = json_ai_from_problem(df, problem_definition=pdef)" ] }, { "cell_type": "markdown", "id": "swedish-riverside", "metadata": {}, "source": [ "Let's take a look at our JSON-AI and print to file." ] }, { "cell_type": "code", "execution_count": null, "id": "coastal-paragraph", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:38.972233Z", "iopub.status.busy": "2022-02-03T21:30:38.971959Z", "iopub.status.idle": "2022-02-03T21:30:38.973971Z", "shell.execute_reply": "2022-02-03T21:30:38.973749Z" } }, "outputs": [], "source": [ "print(json_ai.to_json())" ] }, { "cell_type": "markdown", "id": "expired-flour", "metadata": {}, "source": [ "### 3) Create your custom encoder (`LabelEncoder`).\n", "\n", "Once our JSON-AI is filled, let's make our LabelEncoder. All Lightwood encoders inherit from the `BaseEncoder` class, found [here](https://github.com/mindsdb/lightwood/blob/staging/lightwood/encoder/base.py). \n", "\n", "![BaseEncoder](baseencoder.png)\n", "\n", "\n", "The `BaseEncoder` has 5 expected calls:\n", "\n", "- `__init__`: instantiate the encoder\n", "- `prepare`: Train or create the rules of the encoder\n", "- `encode`: Given data, convert to the featurized representation\n", "- `decode`: Given featurized representations, revert back to data\n", "- `to`: Use CPU/GPU (mostly important for learned representations)\n", "\n", "From above, we see that \"model\", \"transmission\", and \"fuelType\" are all categorical columns. These will be the ones we want to modify." ] }, { "cell_type": "markdown", "id": "verbal-northwest", "metadata": {}, "source": [ "##### `LabelEncoder`\n", "\n", "The `LabelEncoder` should satisfy a couple of rules\n", "\n", "(1) For the ``__init__`` call:
\n", " - Specify the only argument `is_target`; this asks whether the encoder aims to represent the target column.
\n", " - Set `is_prepared=False` in the initialization. All encoders are prepared using their `prepare()` call, which turns this flag on to `True` if preparation of the encoders is successful.
\n", " - Set `output_size=1`; the output size refers to how many options the represented encoder may adopt. \n", " \n", " \n", "(2) For the ``prepare`` call:\n", " - Specify the only argument `priming_data`; this provides the `pd.Series` of the data column for the encoder.\n", " - Find all unique categories in the column data\n", " - Make a dictionary representing label number to category (reserves 0 as Unknown) and the inverse dictionary\n", " - Set `is_prepared=True`\n", " \n", "(3) The `encode()` call will convert each data point's category name into the encoded label.\n", "\n", "(4) The `decode()` call will convert a previously encoded label into the original category name.\n", "\n", "Given this approach only uses simple dictionaries, there is no need for a dedicated `to()` call (although this would inherit `BaseEncoder`'s implementation).\n", "\n", "This implementation would look as follows:" ] }, { "cell_type": "code", "execution_count": null, "id": "e03db1b0", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:38.976898Z", "iopub.status.busy": "2022-02-03T21:30:38.975171Z", "iopub.status.idle": "2022-02-03T21:30:38.978711Z", "shell.execute_reply": "2022-02-03T21:30:38.978491Z" } }, "outputs": [], "source": [ "%%writefile LabelEncoder.py\n", "\n", "\"\"\"\n", "2021.10.13\n", "\n", "Create a LabelEncoder that transforms categorical data into a label.\n", "\"\"\"\n", "import pandas as pd\n", "import torch\n", "\n", "from lightwood.encoder import BaseEncoder\n", "from typing import List, Union\n", "from lightwood.helpers.log import log\n", "\n", "\n", "class LabelEncoder(BaseEncoder):\n", " \"\"\"\n", " Create a label representation for categorical data. The data will rely on sorted to organize the order of the labels.\n", "\n", " Class Attributes:\n", " - is_target: Whether this is used to encode the target\n", " - is_prepared: Whether the encoder rules have been set (after ``prepare`` is called)\n", "\n", " \"\"\" # noqa\n", "\n", " is_target: bool\n", " is_prepared: bool\n", "\n", " is_timeseries_encoder: bool = False\n", " is_trainable_encoder: bool = True\n", "\n", " def __init__(self, is_target: bool = False, stop_after = 10) -> None:\n", " \"\"\"\n", " Initialize the Label Encoder\n", "\n", " :param is_target:\n", " \"\"\"\n", " self.is_target = is_target\n", " self.is_prepared = False\n", "\n", " # Size of the output encoded dimension per data point\n", " # For LabelEncoder, this is always 1 (1 label per category)\n", " self.output_size = 1\n", "\n", " def prepare(self, train_data: pd.Series, dev_data: pd.Series) -> None:\n", " \"\"\"\n", " Create a LabelEncoder for categorical data.\n", "\n", " LabelDict creates a mapping where each index is associated to a category.\n", "\n", " :param priming_data: Input column data that is categorical.\n", "\n", " :returns: Nothing; prepares encoder rules with `label_dict` and `ilabel_dict`\n", " \"\"\"\n", "\n", " # Find all unique categories in the dataset\n", " categories = train_data.unique()\n", "\n", " log.info(\"Categories Detected = \" + str(self.output_size))\n", "\n", " # Create the Category labeller\n", " self.label_dict = {\"Unknown\": 0} # Include an unknown category\n", " self.label_dict.update({cat: idx + 1 for idx, cat in enumerate(categories)})\n", " self.ilabel_dict = {idx: cat for cat, idx in self.label_dict.items()}\n", "\n", " self.is_prepared = True\n", "\n", " def encode(self, column_data: Union[pd.Series, list]) -> torch.Tensor:\n", " \"\"\"\n", " Convert pre-processed data into the labeled values\n", "\n", " :param column_data: Pandas series to convert into labels\n", " \"\"\"\n", " if isinstance(column_data, pd.Series):\n", " enc = column_data.apply(lambda x: self.label_dict.get(x, 0)).tolist()\n", " else:\n", " enc = [self.label_dict.get(x, 0) for x in column_data]\n", "\n", " return torch.Tensor(enc).int().unsqueeze(1)\n", "\n", " def decode(self, encoded_data: torch.Tensor) -> List[object]:\n", " \"\"\"\n", " Convert torch.Tensor labels into categorical data\n", "\n", " :param encoded_data: Encoded data in the form of a torch.Tensor\n", " \"\"\"\n", " return [self.ilabel_dict[i.item()] for i in encoded_data]\n" ] }, { "cell_type": "markdown", "id": "23cce8a8", "metadata": {}, "source": [ "Some additional notes:\n", "(1) The `encode()` call should be able to intake a list of values, it is optional to make it compatible with `pd.Series` or `pd.DataFrame`
\n", "(2) The output of `encode()` must be a torch tensor with dimensionality $N_{rows} x N_{output}$.\n", "\n", "Now that the `LabelEncoder` is complete, move this to `~/lightwood_modules` and we're ready to try this out!" ] }, { "cell_type": "code", "execution_count": null, "id": "e30866c1", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:38.980727Z", "iopub.status.busy": "2022-02-03T21:30:38.980489Z", "iopub.status.idle": "2022-02-03T21:30:38.982070Z", "shell.execute_reply": "2022-02-03T21:30:38.981851Z" } }, "outputs": [], "source": [ "from lightwood import load_custom_module\n", "load_custom_module('LabelEncoder.py')" ] }, { "cell_type": "markdown", "id": "optical-archive", "metadata": {}, "source": [ "### 4) Edit JSON-AI\n", "\n", "Now that we have our `LabelEncoder` script, we have two ways of introducing this encoder:\n", "\n", "(1) Change all categorical columns to our encoder of choice
\n", "(2) Replace the default encoder (`Categorical.OneHotEncoder`) for categorical data to our encoder of choice
\n", "\n", "In the first scenario, we may not want to change ALL columns. By switching the encoder on a `Feature` level, Lightwood allows you to control how representations for a given feature are handled. However, suppose you want to replace an approach entirely with your own methodology - Lightwood supports overriding default methods to control how you want to treat a *data type* as well.\n", "\n", "Below, we'll show both strategies:" ] }, { "cell_type": "markdown", "id": "quiet-lodging", "metadata": {}, "source": [ "The first strategy requires just specifying which features you'd like to change. Once you have your list, you can manually set the encoder \"module\" to the class you'd like. **This is best suited for a few columns or if you only want to override a few particular columns as opposed to replacing the `Encoder` behavior for an entire data type**.\n", "#### Strategy 1: Change the encoders for the features directly\n", "```python\n", "for ft in [\"model\", \"transmission\", \"fuelType\"]: # Features you want to replace\n", " # Set each feature to the custom encoder\n", " json_ai.encoders[ft]['module'] = 'LabelEncoder.LabelEncoder'\n", "```\n", "\n", "\n", "Suppose you have many columns that are categorical- you may want to enforce your approach explicitly without naming each column. This can be done by examining the `data_dtype` of JSON-AI's features. For all features that are type `categorical` (while this is a `str`, it's ideal to import dtype and explicitly check the data type), replace the default `Encoder` with your encoder. In this case, this is `LabelEncoder.LabelEncoder`.\n", "#### Strategy 2: Programatically change *all* encoder assignments for a data type\n", "\n", "```python\n", "from lightwood.api import dtype\n", "for i in json_ai.dtype_dict:\n", " if json_ai.dtype_dict[i] == dtype.categorical:\n", " json_ai.encoders[i]['module'] = 'LabelEncoder.LabelEncoder'\n", "```\n", "\n", "We'll go with the first approach for simplicity:" ] }, { "cell_type": "code", "execution_count": null, "id": "elementary-fusion", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:38.983970Z", "iopub.status.busy": "2022-02-03T21:30:38.983730Z", "iopub.status.idle": "2022-02-03T21:30:38.984867Z", "shell.execute_reply": "2022-02-03T21:30:38.985070Z" } }, "outputs": [], "source": [ "for ft in [\"model\", \"transmission\", \"fuelType\"]: # Features you want to replace\n", " # Set each feature to the custom encoder\n", " json_ai.encoders[ft]['module'] = 'LabelEncoder.LabelEncoder'" ] }, { "cell_type": "markdown", "id": "together-austria", "metadata": {}, "source": [ "### 5) Generate code and your predictor from JSON-AI\n", "\n", "Now, let's use this JSON-AI object to generate code and make a predictor. This can be done in 2 simple lines, below:" ] }, { "cell_type": "code", "execution_count": null, "id": "inappropriate-james", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:38.987455Z", "iopub.status.busy": "2022-02-03T21:30:38.986031Z", "iopub.status.idle": "2022-02-03T21:30:38.993611Z", "shell.execute_reply": "2022-02-03T21:30:38.993823Z" } }, "outputs": [], "source": [ "#Generate python code that fills in your pipeline\n", "code = code_from_json_ai(json_ai)\n", "\n", "# Turn the code above into a predictor object\n", "predictor = predictor_from_code(code)" ] }, { "cell_type": "markdown", "id": "personalized-andorra", "metadata": {}, "source": [ "Now, let's run our pipeline. To do so, let's first:\n", "\n", "(1) Perform a statistical analysis on the data (*this is important in preparing Encoders/Mixers as it populates the* `StatisticalAnalysis` *attribute with details some encoders need*).
\n", "(2) Clean our data
\n", "(3) Prepare the encoders
\n", "(4) Featurize the data
" ] }, { "cell_type": "code", "execution_count": null, "id": "palestinian-harvey", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:38.996435Z", "iopub.status.busy": "2022-02-03T21:30:38.996175Z", "iopub.status.idle": "2022-02-03T21:30:39.355344Z", "shell.execute_reply": "2022-02-03T21:30:39.355539Z" } }, "outputs": [], "source": [ "# Perform Stats Analysis\n", "predictor.analyze_data(df)\n", "\n", "# Pre-process the data\n", "cleaned_data = predictor.preprocess(data=df)\n", "\n", "# Create a train/test split\n", "split_data = predictor.split(cleaned_data)\n", "\n", "# Prepare the encoders \n", "predictor.prepare(split_data)\n", "\n", "# Featurize the data\n", "ft_data = predictor.featurize(split_data)" ] }, { "cell_type": "markdown", "id": "ordered-beast", "metadata": {}, "source": [ "The splitter creates 3 data-splits, a \"train\", \"dev\", and \"test\" set. The `featurize` command from the predictor allows us to convert the cleaned data into features. We can access this as follows:" ] }, { "cell_type": "code", "execution_count": null, "id": "silent-dealing", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:39.361308Z", "iopub.status.busy": "2022-02-03T21:30:39.361026Z", "iopub.status.idle": "2022-02-03T21:30:39.392427Z", "shell.execute_reply": "2022-02-03T21:30:39.392125Z" } }, "outputs": [], "source": [ "# Pick a categorical column name\n", "col_name = \"fuelType\"\n", "\n", "# Get the encoded feature data\n", "enc_ft = ft_data[\"train\"].get_encoded_column_data(col_name).squeeze(1) #torch tensor (N_rows x N_output_dim)\n", "\n", "# Get the original data from the dataset\n", "orig_data = ft_data[\"train\"].get_column_original_data(col_name) #pandas dataframe\n", "\n", "# Create a pandas data frame to compare encoded data and original data\n", "compare_data = pd.concat([orig_data, pd.Series(enc_ft, name=\"EncData\")], axis=1)\n", "compare_data.head()" ] }, { "cell_type": "markdown", "id": "fatty-peoples", "metadata": {}, "source": [ "We can see what the label mapping is by inspecting our encoders as follows:" ] }, { "cell_type": "code", "execution_count": null, "id": "superior-mobility", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:39.395473Z", "iopub.status.busy": "2022-02-03T21:30:39.395212Z", "iopub.status.idle": "2022-02-03T21:30:39.396457Z", "shell.execute_reply": "2022-02-03T21:30:39.396663Z" } }, "outputs": [], "source": [ "# Label Name -> Label Number\n", "print(predictor.encoders[col_name].label_dict)" ] }, { "cell_type": "markdown", "id": "frequent-remedy", "metadata": {}, "source": [ "For each category above, the number associated in the dictionary is the label for each category. This means \"Diesel\" is always represented by a 1, etc.\n", "\n", "With that, you've created your own custom Encoder that uses a rule-based approach! Please checkout more [tutorials](https://lightwood.io/tutorials.html) for other custom approach guides." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: docssrc/source/tutorials/custom_explainer/custom_explainer.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial - Implementing a custom analysis block in Lightwood\n", "\n", "\n", "## Introduction\n", "\n", "As you might already know, Lightwood is designed to be a flexible machine learning (ML) library that is able to abstract and automate the entire ML pipeline. Crucially, it is also designed to be extended or modified very easily according to your needs, essentially offering the entire spectrum between fully automated AutoML and a lightweight wrapper for customized ML pipelines.\n", "\n", "As such, we can identify several different customizable \"phases\" in the process. The relevant phase for this tutorial is the \"analysis\" that comes after a predictor has been trained. The goal of this phase is to generate useful insights, like accuracy metrics, confusion matrices, feature importance, etc. These particular examples are all included in the core analysis procedure that Lightwood executes.\n", "\n", "However, the analysis procedure is structured into a sequential execution of \"analysis blocks\". Each analysis block should generate a well-defined set of insights, as well as handling any actions regarding these at inference time.\n", "\n", "As an example, one of the core blocks is the Inductive Conformal Prediction (`ICP`) block, which handles the confidence estimation of all Lightwood predictors. The logic within can be complex at times, but thanks to the block abstraction we can deal with it in a structured manner. As this `ICP` block is used when generating predictions, it implements the two main methods that the `BaseAnalysisBlock` class specifies: `.analyze()` to setup everything that is needed, and `.explain()` to actually estimate the confidence in any given prediction.\n", "\n", "\n", "## Objective\n", "\n", "In this tutorial, we will go through the steps required to implement your own analysis blocks to customize the insights of any Lightwood predictor!\n", "\n", "In particular, we will implement a \"model correlation heatmap\" block: we want to compare the predictions of all mixers inside a `BestOf` ensemble object, to understand how they might differ in their overall behavior." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:56.978393Z", "iopub.status.busy": "2022-02-03T21:29:56.977362Z", "iopub.status.idle": "2022-02-03T21:29:58.457474Z", "shell.execute_reply": "2022-02-03T21:29:58.457729Z" } }, "outputs": [], "source": [ "from typing import Dict, Tuple\n", "import pandas as pd\n", "import lightwood\n", "lightwood.__version__" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 1: figuring out what we need\n", "\n", "When designing an analysis block, an important choice needs to be made: will this block operate when calling the predictor? Or is it only going to describe its performance once in the held-out validation dataset?\n", "\n", "Being in the former case means we need to implement both `.analyze()` and `.explain()` methods, while the latter case only needs an `.analyze()` method. Our `ModelCorrelationHeatmap` belongs to this second category.\n", "\n", "Let's start the implementation by inheriting from `BaseAnalysisBlock`:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:58.461457Z", "iopub.status.busy": "2022-02-03T21:29:58.461199Z", "iopub.status.idle": "2022-02-03T21:29:58.585428Z", "shell.execute_reply": "2022-02-03T21:29:58.585180Z" } }, "outputs": [], "source": [ "from lightwood.analysis import BaseAnalysisBlock\n", "\n", "class ModelCorrelationHeatmap(BaseAnalysisBlock):\n", " def __init__(self, deps=tuple()):\n", " super().__init__(deps=deps)\n", " \n", " def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]:\n", " return info\n", "\n", " def explain(self,\n", " row_insights: pd.DataFrame,\n", " global_insights: Dict[str, object], **kwargs) -> Tuple[pd.DataFrame, Dict[str, object]]:\n", " \n", " return row_insights, global_insights" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:58.588212Z", "iopub.status.busy": "2022-02-03T21:29:58.587939Z", "iopub.status.idle": "2022-02-03T21:29:58.589556Z", "shell.execute_reply": "2022-02-03T21:29:58.589754Z" } }, "outputs": [], "source": [ "ModelCorrelationHeatmap()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Right now, our newly created analysis block doesn't do much, apart from returning the `info` and insights (`row_insights` and `global_insights`) exactly as it received them from the previous block.\n", "\n", "As previously discussed, we only need to implement a procedure that runs post-training, no action is required at inference time. This means we can use the default `.explain()` behavior in the parent class:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:58.592434Z", "iopub.status.busy": "2022-02-03T21:29:58.592181Z", "iopub.status.idle": "2022-02-03T21:29:58.593455Z", "shell.execute_reply": "2022-02-03T21:29:58.593652Z" } }, "outputs": [], "source": [ "class ModelCorrelationHeatmap(BaseAnalysisBlock):\n", " def __init__(self, deps=tuple()):\n", " super().__init__(deps=deps)\n", " \n", " def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]:\n", " return info" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2: Implementing the custom analysis block\n", "\n", "Okay, now for the fun bit: we have to implement a correlation heatmap between the predictions of all mixers inside a `BestOf` ensemble. This is currently the only ensemble implemented in Lightwood, but it is a good idea to explicitly check that the type of the ensemble is what we expect.\n", "\n", "A natural question to ask at this point is: what information do we have to implement the procedure? You'll note that, apart from the `info` dictionary, we receive a `kwargs` dictionary. You can check out the full documentation for more details, but the keys (and respective value types) exposed in this object by default are:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:58.596282Z", "iopub.status.busy": "2022-02-03T21:29:58.596028Z", "iopub.status.idle": "2022-02-03T21:29:58.597193Z", "shell.execute_reply": "2022-02-03T21:29:58.597502Z" } }, "outputs": [], "source": [ "kwargs = {\n", " 'predictor': 'lightwood.ensemble.BaseEnsemble',\n", " 'target': 'str',\n", " 'input_cols': 'list',\n", " 'dtype_dict': 'dict',\n", " 'normal_predictions': 'pd.DataFrame',\n", " 'data': 'pd.DataFrame',\n", " 'train_data': 'lightwood.data.encoded_ds.EncodedDs',\n", " 'encoded_val_data': 'lightwood.data.encoded_ds.EncodedDs',\n", " 'is_classification': 'bool',\n", " 'is_numerical': 'bool',\n", " 'is_multi_ts': 'bool',\n", " 'stats_info': 'lightwood.api.types.StatisticalAnalysis',\n", " 'ts_cfg': 'lightwood.api.types.TimeseriesSettings',\n", " 'accuracy_functions': 'list',\n", " 'has_pretrained_text_enc': 'bool'\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see there is lots to work with, but for this example we will focus on using:\n", "\n", "1. The `predictor` ensemble\n", "2. The `encoded_val_data` to generate predictions for each mixer inside the ensemble\n", "\n", "And the insight we're want to produce is a matrix that compares the output of all mixers and computes the correlation between them.\n", "\n", "Let's implement the algorithm:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:58.600174Z", "iopub.status.busy": "2022-02-03T21:29:58.599887Z", "iopub.status.idle": "2022-02-03T21:29:58.601638Z", "shell.execute_reply": "2022-02-03T21:29:58.601837Z" } }, "outputs": [], "source": [ "%%writefile model_correlation.py\n", "\n", "from typing import Dict\n", "from types import SimpleNamespace\n", "\n", "import numpy as np\n", "\n", "from lightwood.ensemble import BestOf\n", "from lightwood.analysis import BaseAnalysisBlock\n", "\n", "\n", "class ModelCorrelationHeatmap(BaseAnalysisBlock):\n", " def __init__(self, deps=tuple()):\n", " super().__init__(deps=deps)\n", " \n", " def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]:\n", " ns = SimpleNamespace(**kwargs)\n", " \n", " # only triggered with the right type of ensemble\n", " if isinstance(ns.predictor, BestOf):\n", " \n", " # store prediction from every mixer\n", " all_predictions = []\n", "\n", " for mixer in ns.predictor.mixers:\n", " predictions = mixer(ns.encoded_val_data)['prediction'].values # retrieve np.ndarray from the returned pd.DataFrame\n", " all_predictions.append(predictions.flatten().astype(int)) # flatten and cast labels to int\n", "\n", " # calculate correlation matrix\n", " corrs = np.corrcoef(np.array(all_predictions))\n", " \n", " # save inside `info` object\n", " info['mixer_correlation'] = corrs\n", " \n", " return info\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice the use of `SimpleNamespace` for dot notation accessors.\n", "\n", "The procedure above is fairly straightforward, as we leverage numpy's `corrcoef()` function to generate the matrix. \n", "\n", "Finally, it is very important to add the output to `info` so that it is saved inside the actual predictor object. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 3: Exposing the block to Lightwood\n", "\n", "\n", "To use this in an arbitrary script, we need to add the above class (and all necessary imports) to a `.py` file inside one of the following directories:\n", "\n", "* `~/lightwood_modules` (where `~` is your home directory, e.g. `/Users/username/` for macOS and `/home/username/` for linux\n", "* `/etc/lightwood_modules`\n", "\n", "Lightwood will scan these directories and import any class so that they can be found and used by the `JsonAI` code generating module.\n", "\n", "**To continue, please save the code cell above as `model_correlation.py` in one of the indicated directories.**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 4: Final test run\n", "\n", "Ok! Everything looks set to try out our custom block. Let's generate a predictor for [this](https://github.com/mindsdb/lightwood/blob/stable/tests/data/hdi.csv) sample dataset, and see whether our new insights are any good.\n", "\n", "First, it is important to add our `ModelCorrelationHeatmap` to the `analysis_blocks` attribute of the Json AI object that will generate your predictor code. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:58.604529Z", "iopub.status.busy": "2022-02-03T21:29:58.604262Z", "iopub.status.idle": "2022-02-03T21:29:59.210752Z", "shell.execute_reply": "2022-02-03T21:29:59.210964Z" } }, "outputs": [], "source": [ "from lightwood.api.high_level import ProblemDefinition, json_ai_from_problem, load_custom_module\n", "\n", "# First, load the custom module we wrote\n", "load_custom_module('model_correlation.py')\n", "\n", "# read dataset\n", "df = pd.read_csv('https://raw.githubusercontent.com/mindsdb/lightwood/main/tests/data/hdi.csv')\n", "\n", "# define the predictive task\n", "pdef = ProblemDefinition.from_dict({\n", " 'target': 'Development Index', # column you want to predict\n", " 'time_aim': 100,\n", "})\n", "\n", "# generate the Json AI intermediate representation from the data and its corresponding settings\n", "json_ai = json_ai_from_problem(df, problem_definition=pdef)\n", "\n", "# add the custom list of analysis blocks; in this case, composed of a single block\n", "json_ai.analysis_blocks = [{\n", " 'module': 'model_correlation.ModelCorrelationHeatmap',\n", " 'args': {}\n", "}]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can take a look at the respective Json AI key just to confirm our newly added analysis block is in there:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:59.213815Z", "iopub.status.busy": "2022-02-03T21:29:59.213557Z", "iopub.status.idle": "2022-02-03T21:29:59.215126Z", "shell.execute_reply": "2022-02-03T21:29:59.214910Z" } }, "outputs": [], "source": [ "json_ai.analysis_blocks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we are ready to create a predictor from this Json AI, and subsequently train it:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:29:59.218326Z", "iopub.status.busy": "2022-02-03T21:29:59.218052Z", "iopub.status.idle": "2022-02-03T21:30:04.805303Z", "shell.execute_reply": "2022-02-03T21:30:04.805568Z" }, "scrolled": false }, "outputs": [], "source": [ "from lightwood.api.high_level import code_from_json_ai, predictor_from_code\n", "\n", "code = code_from_json_ai(json_ai)\n", "predictor = predictor_from_code(code)\n", "\n", "predictor.learn(df)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can visualize the mixer correlation matrix:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:04.822276Z", "iopub.status.busy": "2022-02-03T21:30:04.821591Z", "iopub.status.idle": "2022-02-03T21:30:04.861450Z", "shell.execute_reply": "2022-02-03T21:30:04.861243Z" } }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "mc = predictor.runtime_analyzer['mixer_correlation'] # newly produced insight\n", "\n", "mixer_names = [c.__class__.__name__ for c in predictor.ensemble.mixers]\n", "\n", "# plotting code\n", "fig, ax = plt.subplots()\n", "im = ax.imshow(mc, cmap='seismic')\n", "\n", "# set ticks\n", "ax.set_xticks(np.arange(mc.shape[0]))\n", "ax.set_yticks(np.arange(mc.shape[1]))\n", "\n", "# set tick labels\n", "ax.set_xticklabels(mixer_names)\n", "ax.set_yticklabels(mixer_names)\n", "\n", "# show cell values\n", "for i in range(len(mixer_names)):\n", " for j in range(len(mixer_names)):\n", " text = ax.text(j, i, round(mc[i, j], 3), ha=\"center\", va=\"center\", color=\"w\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nice! We've just added an additional piece of insight regarding the predictor that Lightwood came up with for the task of predicting the Human Development Index of any given country.\n", "\n", "What this matrix is telling us is whether predictions of each pair of the mixers stored in the ensemble have a high correlation or not.\n", "\n", "This is, of course, a very simple example, but it shows the convenience of such an abstraction within the broader pipeline that Lightwood automates.\n", "\n", "For more complex examples, you can check out any of the three core analysis blocks that we use:\n", "\n", "* `lightwood.analysis.nc.calibrate.ICP`\n", "* `lightwood.analysis.helpers.acc_stats.AccStats`\n", "* `lightwood.analysis.helpers.feature_importance.PermutationFeatureImportance`\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.14" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: docssrc/source/tutorials/custom_mixer/custom_mixer.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial - Implementing a custom mixer in Lightwood\n", "\n", "\n", "## Introduction\n", "\n", "Mixers are the center piece of lightwood, tasked with learning the mapping between the encoded feature and target representation\n", "\n", "\n", "## Objective\n", "\n", "In this tutorial we'll be trying to implement a sklearn random forest as a mixer that handles categorical and binary targets. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 1: The Mixer Interface\n", "\n", "The Mixer interface is defined by the `BaseMixer` class, a mixer needs methods for 4 tasks:\n", "* fitting (`fit`)\n", "* predicting (`__call__`)\n", "* construction (`__init__`)\n", "* partial fitting (`partial_fit`), though this one is optional" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2: Writing our mixer\n", "\n", "I'm going to create a file called `random_forest_mixer.py` inside `/etc/lightwood_modules`, this is where lightwood sources custom modules from.\n", "\n", "Inside of it I'm going to write the following code:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:10.384583Z", "iopub.status.busy": "2022-02-03T21:37:10.383368Z", "iopub.status.idle": "2022-02-03T21:37:10.389048Z", "shell.execute_reply": "2022-02-03T21:37:10.389617Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Overwriting random_forest_mixer.py\n" ] } ], "source": [ "%%writefile random_forest_mixer.py\n", "\n", "from lightwood.mixer import BaseMixer\n", "from lightwood.api.types import PredictionArguments\n", "from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs\n", "from type_infer.dtype import dtype\n", "from lightwood.encoder import BaseEncoder\n", "\n", "import torch\n", "import pandas as pd\n", "from sklearn.ensemble import RandomForestClassifier\n", "\n", "\n", "class RandomForestMixer(BaseMixer):\n", " clf: RandomForestClassifier\n", "\n", " def __init__(self, stop_after: int, dtype_dict: dict, target: str, target_encoder: BaseEncoder):\n", " super().__init__(stop_after)\n", " self.target_encoder = target_encoder\n", " # Throw in case someone tries to use this for a problem that's not classification, I'd fail anyway, but this way the error message is more intuitive\n", " if dtype_dict[target] not in (dtype.categorical, dtype.binary):\n", " raise Exception(f'This mixer can only be used for classification problems! Got target dtype {dtype_dict[target]} instead!')\n", "\n", " # We could also initialize this in `fit` if some of the parameters depend on the input data, since `fit` is called exactly once\n", " self.clf = RandomForestClassifier(max_depth=30)\n", "\n", " def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None:\n", " X, Y = [], []\n", " # By default mixers get some train data and a bit of dev data on which to do early stopping or hyper parameter optimization. For this mixer, we don't need dev data, so we're going to concat the two in order to get more training data. Then, we're going to turn them into an sklearn friendly foramat.\n", " for x, y in ConcatedEncodedDs([train_data, dev_data]):\n", " X.append(x.tolist())\n", " Y.append(y.tolist())\n", " self.clf.fit(X, Y)\n", "\n", " def __call__(self, ds: EncodedDs,\n", " args: PredictionArguments = PredictionArguments()) -> pd.DataFrame:\n", " # Turn the data into an sklearn friendly format\n", " X = []\n", " for x, _ in ds:\n", " X.append(x.tolist())\n", "\n", " Yh = self.clf.predict(X)\n", "\n", " # Lightwood encoders are meant to decode torch tensors, so we have to cast the predictions first\n", " decoded_predictions = self.target_encoder.decode(torch.Tensor(Yh))\n", "\n", " # Finally, turn the decoded predictions into a dataframe with a single column called `prediction`. This is the standard behaviour all lightwood mixers use\n", " ydf = pd.DataFrame({'prediction': decoded_predictions})\n", "\n", " return ydf\n", "\n", " \n", " # We'll skip implementing `partial_fit`, thus making this mixer unsuitable for online training tasks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 3: Using our mixer\n", "\n", "We're going to use our mixer for diagnosing heart disease using this dataset: [https://github.com/mindsdb/benchmarks/blob/main/benchmarks/datasets/heart_disease/data.csv](https://github.com/mindsdb/benchmarks/blob/main/benchmarks/datasets/heart_disease/data.csv)\n", "\n", "First, since we don't want to bother writing a Json AI for this dataset from scratch, we're going to let lightwood auto generate one." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:10.396795Z", "iopub.status.busy": "2022-02-03T21:37:10.396197Z", "iopub.status.idle": "2022-02-03T21:37:12.621715Z", "shell.execute_reply": "2022-02-03T21:37:12.621913Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001B[32mINFO:lightwood-1468487:Dropping features: []\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Analyzing a sample of 298\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:from a total population of 303, this is equivalent to 98.3% of your data.\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Using 7 processes to deduct types.\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: cp\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: age\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: sex\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: trestbps\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: chol\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: restecg\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: fbs\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column cp has data type categorical\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column chol has data type integer\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column sex has data type binary\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column restecg has data type categorical\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column trestbps has data type integer\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column age has data type integer\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column fbs has data type binary\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: thalach\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: exang\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: ca\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: slope\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: oldpeak\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column thalach has data type integer\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: thal\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column exang has data type binary\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column ca has data type categorical\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Infering type for: target\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column thal has data type categorical\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column target has data type binary\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column oldpeak has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Column slope has data type categorical\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Starting statistical analysis\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Finished statistical analysis\u001B[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "{\n", " \"encoders\": {\n", " \"target\": {\n", " \"module\": \"BinaryEncoder\",\n", " \"args\": {\n", " \"is_target\": \"True\",\n", " \"target_weights\": \"$statistical_analysis.target_weights\"\n", " }\n", " },\n", " \"age\": {\n", " \"module\": \"NumericEncoder\",\n", " \"args\": {}\n", " },\n", " \"sex\": {\n", " \"module\": \"BinaryEncoder\",\n", " \"args\": {}\n", " },\n", " \"cp\": {\n", " \"module\": \"OneHotEncoder\",\n", " \"args\": {}\n", " },\n", " \"trestbps\": {\n", " \"module\": \"NumericEncoder\",\n", " \"args\": {}\n", " },\n", " \"chol\": {\n", " \"module\": \"NumericEncoder\",\n", " \"args\": {}\n", " },\n", " \"fbs\": {\n", " \"module\": \"BinaryEncoder\",\n", " \"args\": {}\n", " },\n", " \"restecg\": {\n", " \"module\": \"OneHotEncoder\",\n", " \"args\": {}\n", " },\n", " \"thalach\": {\n", " \"module\": \"NumericEncoder\",\n", " \"args\": {}\n", " },\n", " \"exang\": {\n", " \"module\": \"BinaryEncoder\",\n", " \"args\": {}\n", " },\n", " \"oldpeak\": {\n", " \"module\": \"NumericEncoder\",\n", " \"args\": {}\n", " },\n", " \"slope\": {\n", " \"module\": \"OneHotEncoder\",\n", " \"args\": {}\n", " },\n", " \"ca\": {\n", " \"module\": \"OneHotEncoder\",\n", " \"args\": {}\n", " },\n", " \"thal\": {\n", " \"module\": \"OneHotEncoder\",\n", " \"args\": {}\n", " }\n", " },\n", " \"dtype_dict\": {\n", " \"age\": \"integer\",\n", " \"sex\": \"binary\",\n", " \"cp\": \"categorical\",\n", " \"trestbps\": \"integer\",\n", " \"chol\": \"integer\",\n", " \"fbs\": \"binary\",\n", " \"restecg\": \"categorical\",\n", " \"thalach\": \"integer\",\n", " \"exang\": \"binary\",\n", " \"oldpeak\": \"float\",\n", " \"slope\": \"categorical\",\n", " \"ca\": \"categorical\",\n", " \"thal\": \"categorical\",\n", " \"target\": \"binary\"\n", " },\n", " \"dependency_dict\": {},\n", " \"model\": {\n", " \"module\": \"BestOf\",\n", " \"args\": {\n", " \"submodels\": [\n", " {\n", " \"module\": \"Neural\",\n", " \"args\": {\n", " \"fit_on_dev\": true,\n", " \"stop_after\": \"$problem_definition.seconds_per_mixer\",\n", " \"search_hyperparameters\": true\n", " }\n", " },\n", " {\n", " \"module\": \"LightGBM\",\n", " \"args\": {\n", " \"stop_after\": \"$problem_definition.seconds_per_mixer\",\n", " \"fit_on_dev\": true\n", " }\n", " },\n", " {\n", " \"module\": \"Regression\",\n", " \"args\": {\n", " \"stop_after\": \"$problem_definition.seconds_per_mixer\"\n", " }\n", " }\n", " ],\n", " \"args\": \"$pred_args\",\n", " \"accuracy_functions\": \"$accuracy_functions\",\n", " \"ts_analysis\": null\n", " }\n", " },\n", " \"problem_definition\": {\n", " \"target\": \"target\",\n", " \"pct_invalid\": 2,\n", " \"unbias_target\": true,\n", " \"seconds_per_mixer\": 57024.0,\n", " \"seconds_per_encoder\": null,\n", " \"expected_additional_time\": 0.1534867286682129,\n", " \"time_aim\": 259200,\n", " \"target_weights\": null,\n", " \"positive_domain\": false,\n", " \"timeseries_settings\": {\n", " \"is_timeseries\": false,\n", " \"order_by\": null,\n", " \"window\": null,\n", " \"group_by\": null,\n", " \"use_previous_target\": true,\n", " \"horizon\": null,\n", " \"historical_columns\": null,\n", " \"target_type\": \"\",\n", " \"allow_incomplete_history\": true,\n", " \"eval_cold_start\": true,\n", " \"interval_periods\": []\n", " },\n", " \"anomaly_detection\": false,\n", " \"use_default_analysis\": true,\n", " \"ignore_features\": [],\n", " \"fit_on_all\": true,\n", " \"strict_mode\": true,\n", " \"seed_nr\": 420\n", " },\n", " \"identifiers\": {},\n", " \"accuracy_functions\": [\n", " \"balanced_accuracy_score\"\n", " ]\n", "}\n" ] } ], "source": [ "from lightwood.api.high_level import ProblemDefinition, json_ai_from_problem, load_custom_module\n", "import pandas as pd\n", "\n", "# load the code\n", "load_custom_module('random_forest_mixer.py')\n", "\n", "# read dataset\n", "df = pd.read_csv('https://raw.githubusercontent.com/mindsdb/benchmarks/main/benchmarks/datasets/heart_disease/data.csv')\n", "\n", "# define the predictive task\n", "pdef = ProblemDefinition.from_dict({\n", " 'target': 'target', # column you want to predict\n", "})\n", "\n", "# generate the Json AI intermediate representation from the data and its corresponding settings\n", "json_ai = json_ai_from_problem(df, problem_definition=pdef)\n", "\n", "# Print it (you can also put it in a file and edit it there)\n", "print(json_ai.to_json())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we have to edit the `mixers` key of this json ai to tell lightwood to use our custom mixer. We can use it together with the others, and have it ensembled with them at the end, or standalone. In this case I'm going to replace all existing mixers with this one" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:12.626264Z", "iopub.status.busy": "2022-02-03T21:37:12.625986Z", "iopub.status.idle": "2022-02-03T21:37:12.626938Z", "shell.execute_reply": "2022-02-03T21:37:12.627155Z" } }, "outputs": [], "source": [ "json_ai.model['args']['submodels'] = [{\n", " 'module': 'random_forest_mixer.RandomForestMixer',\n", " 'args': {\n", " 'stop_after': '$problem_definition.seconds_per_mixer',\n", " 'dtype_dict': '$dtype_dict',\n", " 'target': '$target',\n", " 'target_encoder': '$encoders[self.target]'\n", "\n", " }\n", "}]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we'll generate some code, and finally turn that code into a predictor object and fit it on the original data." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:12.630176Z", "iopub.status.busy": "2022-02-03T21:37:12.629896Z", "iopub.status.idle": "2022-02-03T21:37:12.635767Z", "shell.execute_reply": "2022-02-03T21:37:12.636014Z" } }, "outputs": [], "source": [ "from lightwood.api.high_level import code_from_json_ai, predictor_from_code\n", "\n", "code = code_from_json_ai(json_ai)\n", "predictor = predictor_from_code(code)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:12.638323Z", "iopub.status.busy": "2022-02-03T21:37:12.638054Z", "iopub.status.idle": "2022-02-03T21:37:14.262880Z", "shell.execute_reply": "2022-02-03T21:37:14.263096Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001B[32mINFO:lightwood-1468487:Dropping features: []\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Performing statistical analysis on data\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Starting statistical analysis\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Finished statistical analysis\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `analyze_data` runtime: 0.01 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Cleaning the data\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `preprocess` runtime: 0.01 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Splitting the data into train/test\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `split` runtime: 0.01 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Preparing the encoders\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Encoder prepping dict length of: 1\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Encoder prepping dict length of: 2\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Encoder prepping dict length of: 3\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Encoder prepping dict length of: 4\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Encoder prepping dict length of: 5\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Encoder 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"\u001B[32mINFO:lightwood-1468487:Encoding UNKNOWN categories as index 0\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Encoding UNKNOWN categories as index 0\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: target\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: age\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: sex\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: cp\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: trestbps\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: chol\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: fbs\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: restecg\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: thalach\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: exang\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: oldpeak\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: slope\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: ca\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Done running for: thal\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `prepare` runtime: 0.17 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Featurizing the data\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `featurize` runtime: 0.0 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Training the mixers\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Ensembling the mixer\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Mixer: RandomForestMixer got accuracy: 0.8348214285714286\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Picked best mixer: RandomForestMixer\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `fit` runtime: 1.39 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Analyzing the ensemble of mixers\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:The block ICP is now running its analyze() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:The block AccStats is now running its analyze() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:The block ConfStats is now running its analyze() method\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `analyze_ensemble` runtime: 0.02 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Adjustment on validation requested.\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Updating the mixers\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `adjust` runtime: 0.0 seconds\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `learn` runtime: 1.62 seconds\u001B[0m\n" ] } ], "source": [ "predictor.learn(df)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can use the trained predictor to make some predictions, or save it to a pickle for later use" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:14.266136Z", "iopub.status.busy": "2022-02-03T21:37:14.265844Z", "iopub.status.idle": "2022-02-03T21:37:14.331096Z", "shell.execute_reply": "2022-02-03T21:37:14.330857Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001B[32mINFO:lightwood-1468487:Dropping features: []\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Cleaning the data\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `preprocess` runtime: 0.0 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:Featurizing the data\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `featurize` runtime: 0.0 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:The block ICP is now running its explain() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:The block AccStats is now running its explain() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:AccStats.explain() has not been implemented, no modifications will be done to the data insights.\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:The block ConfStats is now running its explain() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1468487:ConfStats.explain() has not been implemented, no modifications will be done to the data insights.\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1468487: `predict` runtime: 0.03 seconds\u001B[0m\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " original_index prediction confidence\n", "0 0 1 0.972203\n", "1 1 0 0.989355\n", "2 2 1 0.849581\n" ] } ], "source": [ "predictions = predictor.predict(pd.DataFrame({\n", " 'age': [63, 15, None],\n", " 'sex': [1, 1, 0],\n", " 'thal': [3, 1, 1]\n", "}))\n", "print(predictions)\n", "\n", "predictor.save('my_custom_heart_disease_predictor.pickle')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That's it, all it takes to solve a predictive problem with lightwood using your own custom mixer." ] } ], "metadata": { "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: docssrc/source/tutorials/custom_splitter/custom_splitter.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "id": "israeli-spyware", "metadata": {}, "source": [ "## Build your own training/testing split\n", "\n", "#### Date: 2021.10.07\n", "\n", "When working with machine learning data, splitting into a \"train\", \"dev\" (or validation) and \"test\") set is important. Models use **train** data to learn representations and update their parameters; **dev** or validation data is reserved to see how the model may perform on unknown predictions. While it may not be explicitly trained on, it can be used as a stopping criteria, for hyper-parameter tuning, or as a simple sanity check. Lastly, **test** data is always reserved, hidden from the model, as a final pass to see what models perform best.\n", "\n", "Lightwood supports a variety of **encoders** (Feature engineering procedures) and **mixers** (predictor algorithms that go from feature vectors to the target). Given the diversity of algorithms, it is appropriate to split data into these three categories when *preparing* encoders or *fitting* mixers.\n", "\n", "Our default approach stratifies labeled data to ensure your train, validation, and test sets are equally represented in all classes. However, in many instances you may want a custom technique to build your own splits. We've included the `splitter` functionality (default found in `lightwood.data.splitter`) to enable you to build your own.\n", "\n", "In the following problem, we shall work with a Kaggle dataset around credit card fraud (found [here](https://www.kaggle.com/mlg-ulb/creditcardfraud)). Fraud detection is difficult because the events we are interested in catching are thankfully rare events. Because of that, there is a large **imbalance of classes** (in fact, in this dataset, less than 1% of the data are the rare-event).\n", "\n", "In a supervised technique, we may want to ensure our training data sees the rare event of interest. A random shuffle could potentially miss rare events. We will implement **SMOTE** to increase the number of positive classes in our training data.\n", "\n", "Let's get started!" ] }, { "cell_type": "code", "execution_count": 1, "id": "interim-discussion", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:35:52.595995Z", "iopub.status.busy": "2022-02-03T21:35:52.595085Z", "iopub.status.idle": "2022-02-03T21:35:54.062852Z", "shell.execute_reply": "2022-02-03T21:35:54.062541Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import torch\n", "import nltk\n", "import matplotlib.pyplot as plt\n", "\n", "import os\n", "import sys\n", "\n", "# Lightwood modules\n", "import lightwood as lw\n", "from lightwood import ProblemDefinition, \\\n", " JsonAI, \\\n", " json_ai_from_problem, \\\n", " code_from_json_ai, \\\n", " predictor_from_code\n", "\n", "import imblearn # Vers 0.5.0 minimum requirement" ] }, { "cell_type": "markdown", "id": "decimal-techno", "metadata": {}, "source": [ "### 1) Load your data\n", "\n", "Lightwood works with `pandas` DataFrames. We can use pandas to load our data. Please download the dataset from the above link and place it in a folder called `data/` where this notebook is located." ] }, { "cell_type": "code", "execution_count": 2, "id": "foreign-orchestra", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:35:54.067873Z", "iopub.status.busy": "2022-02-03T21:35:54.067601Z", "iopub.status.idle": "2022-02-03T21:36:14.674561Z", "shell.execute_reply": "2022-02-03T21:36:14.674349Z" } }, "outputs": [ { "data": { "text/html": [ "
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TimeV1V2V3V4V5V6V7V8V9...V21V22V23V24V25V26V27V28AmountClass
00.0-1.359807-0.0727812.5363471.378155-0.3383210.4623880.2395990.0986980.363787...-0.0183070.277838-0.1104740.0669280.128539-0.1891150.133558-0.021053149.620
10.01.1918570.2661510.1664800.4481540.060018-0.082361-0.0788030.085102-0.255425...-0.225775-0.6386720.101288-0.3398460.1671700.125895-0.0089830.0147242.690
21.0-1.358354-1.3401631.7732090.379780-0.5031981.8004990.7914610.247676-1.514654...0.2479980.7716790.909412-0.689281-0.327642-0.139097-0.055353-0.059752378.660
31.0-0.966272-0.1852261.792993-0.863291-0.0103091.2472030.2376090.377436-1.387024...-0.1083000.005274-0.190321-1.1755750.647376-0.2219290.0627230.061458123.500
42.0-1.1582330.8777371.5487180.403034-0.4071930.0959210.592941-0.2705330.817739...-0.0094310.798278-0.1374580.141267-0.2060100.5022920.2194220.21515369.990
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5 rows × 31 columns

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" ], "text/plain": [ " Time V1 V2 V3 V4 V5 V6 V7 \\\n", "0 0.0 -1.359807 -0.072781 2.536347 1.378155 -0.338321 0.462388 0.239599 \n", "1 0.0 1.191857 0.266151 0.166480 0.448154 0.060018 -0.082361 -0.078803 \n", "2 1.0 -1.358354 -1.340163 1.773209 0.379780 -0.503198 1.800499 0.791461 \n", "3 1.0 -0.966272 -0.185226 1.792993 -0.863291 -0.010309 1.247203 0.237609 \n", "4 2.0 -1.158233 0.877737 1.548718 0.403034 -0.407193 0.095921 0.592941 \n", "\n", " V8 V9 ... V21 V22 V23 V24 V25 \\\n", "0 0.098698 0.363787 ... -0.018307 0.277838 -0.110474 0.066928 0.128539 \n", "1 0.085102 -0.255425 ... -0.225775 -0.638672 0.101288 -0.339846 0.167170 \n", "2 0.247676 -1.514654 ... 0.247998 0.771679 0.909412 -0.689281 -0.327642 \n", "3 0.377436 -1.387024 ... -0.108300 0.005274 -0.190321 -1.175575 0.647376 \n", "4 -0.270533 0.817739 ... -0.009431 0.798278 -0.137458 0.141267 -0.206010 \n", "\n", " V26 V27 V28 Amount Class \n", "0 -0.189115 0.133558 -0.021053 149.62 0 \n", "1 0.125895 -0.008983 0.014724 2.69 0 \n", "2 -0.139097 -0.055353 -0.059752 378.66 0 \n", "3 -0.221929 0.062723 0.061458 123.50 0 \n", "4 0.502292 0.219422 0.215153 69.99 0 \n", "\n", "[5 rows x 31 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load the data\n", "data = pd.read_csv(\"https://mindsdb-example-data.s3.eu-west-2.amazonaws.com/jupyter/creditcard.csv.zip\")\n", "data.head()" ] }, { "cell_type": "markdown", "id": "rental-contribution", "metadata": {}, "source": [ "We see **31 columns**, most of these columns appear numerical. Due to confidentiality reasons, the Kaggle dataset mentions that the columns labeled $V_i$ indicate principle components (PCs) from a PCA analysis of the original data from the credit card company. There is also a \"Time\" and \"Amount\", two original features that remained. The time references time after the first transaction in the dataset, and amount is how much money was considered in the transaction. \n", "\n", "You can also see a heavy imbalance in the two classes below:" ] }, { "cell_type": "code", "execution_count": 3, "id": "cathedral-mills", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:36:14.679574Z", "iopub.status.busy": "2022-02-03T21:36:14.679297Z", "iopub.status.idle": "2022-02-03T21:36:15.080644Z", "shell.execute_reply": "2022-02-03T21:36:15.080366Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Distribution of Classes')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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7knyto3pG4r2PJKkbo4wUHk3y0t0bSX4SeLS7kvbOhWZJ6sYoI4WLgD8bWkd4CLigu5IkSX0Z5eqjm4HnJVnUbO9I8mbg7zuuTZI0z0a+IV5V7aiqHc3mWzuqR5LUo329S2rmtApJ0n5hX0Oh5rSKWfI2F5LUjRlDIcnOJDumeewEjp3HGn+AVx9JUjdmXGiuqmPmsxBJUv/G8pvXJEndMBQkSS1DQZLUMhQkSa2xDAUvSZWkboxlKHhJqiR1YyxDQZLUDUNBktQyFCRJLUNBktQyFCRJLUNBktQyFCRJrbEMBT+8JkndGMtQ8MNrktSNsQwFSVI3DAVJUstQkCS1DAVJUstQkCS1DAVJUstQkCS1DAVJUstQkCS1DAVJUmssQ8F7H0lSN8YyFLz3kSR1YyxDQZLUDUNBktQyFCRJLUNBktQyFCRJLUNBktQyFCRJLUNBktQyFCRJLUNBktQyFCRJLUNBktQyFCRJLUNBktQyFCRJLUNBktQyFCRJrf0mFJI8O8lHkvxFkjf1XY8kHYw6DYUkVyTZluTWKe3Lk9yRZFOSSwGq6vaqugg4B/jJLuuSJE2v65HCGmD5cEOSBcDlwApgGXBekmXNvl8ArgHWd1yXJGkanYZCVW0AHpzSfBqwqao2V9X3gSuBs5rjr66qFcBrZuozyaokG5NsvO+++7oqXZIOSof28JzHAXcPbW8FXpzkdOBs4HD2MFKoqtXAaoDJycnqrEpJOgj1EQrTqqovA1/uuQxJOqj1cfXRPcDxQ9vPaNpGlmRlktXbt2+f08Ik6WDXRyjcAJyc5MQkhwHnAlfPpoOqWldVqyYmJjopUJIOVl1fkroWuB44NcnWJBdW1S7gYuBa4Hbgqqq6rcs6JEmj6XRNoarOm6F9PV52Kkn7nf3mE82z4ZqCJHVjLEPBNQVJ6sZYhoIkqRuGgiSpNZah4JqCJHVjLEPBNQVJ6sZYhoIkqRuGgiSpZShIklpjGQouNEtSN8YyFFxolqRujGUoSJK6YShIklqGgiSpNZah4EKzJHVjv/mO5tmoqnXAusnJyTf2XYuk8bH00mv6LmHObHnfqzrpdyxHCpKkbhgKkqSWoSBJahkKkqSWoSBJao1lKHhJqiR1YyxDwXsfSVI3xjIUJEndMBQkSa1UVd817LMk9wF39l3HXiwG7u+7CEnzZhz+zZ9QVU+fbsdYh8I4SLKxqib7rkPS/Bj3f/NOH0mSWoaCJKllKHRvdd8FSJpXY/1v3jUFSVLLkYIkqWUoSJJahkJHkixPckeSTUku7bseSd1KckWSbUlu7buWJ8NQ6ECSBcDlwApgGXBekmX9ViWpY2uA5X0X8WQZCt04DdhUVZur6vvAlcBZPdckqUNVtQF4sO86nixDoRvHAXcPbW9t2iRpv2YoSJJahkI37gGOH9p+RtMmSfs1Q6EbNwAnJzkxyWHAucDVPdckSXtlKHSgqnYBFwPXArcDV1XVbf1WJalLSdYC1wOnJtma5MK+a9oX3uZCktRypCBJahkKkqSWoSBJahkKkqSWoSBJahkK0oiS/EiSK5N8I8mNSdYnOWXc74opDTu07wKkcZAkwH8DPlFV5zZtzwN+uNfCpDnmSEEazc8Aj1XVR3Y3VNXNDN34MMnSJNclual5/Kum/UeTbEjytSS3JvmpJAuSrGm2b0nylvn/kaQf5EhBGs1zgBv3csw24Oeq6rtJTgbWApPAq4Frq+q9zXdtHAk8Hziuqp4DkOQpXRUuzYahIM2dhcCHkzwfeBw4pWm/AbgiyULgr6rqa0k2A89M8iHgGuBv+ihYmsrpI2k0twEv3MsxbwHuBZ7HYIRwGLRfvvIyBnfKXZPk/Kp6qDnuy8BFwMe6KVuaHUNBGs2XgMOTrNrdkOS5/PNbpE8A36qqJ4DXAQua404A7q2qP2Hw4v+CJIuBQ6rqM8BlwAvm58eQ9szpI2kEVVVJfgn4YJJLgO8CW4A3Dx32R8BnkpwPfB54pGk/HXhHkseAh4HzGXwT358m2f3G7J1d/wzSKLxLqiSp5fSRJKllKEiSWoaCJKllKEiSWoaCJKllKEiSWoaCJKn1/wAv2shaiu0DZwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "f = plt.figure()\n", "ax = f.add_subplot(1,1,1)\n", "ax.hist(data['Class'], bins = [-0.1, 0.1, 0.9, 1.1], log=True)\n", "ax.set_ylabel(\"Log Counts\")\n", "ax.set_xticks([0, 1])\n", "ax.set_xticklabels([\"0\", \"1\"])\n", "ax.set_xlabel(\"Class\")\n", "ax.set_title(\"Distribution of Classes\")" ] }, { "cell_type": "markdown", "id": "exact-timeline", "metadata": {}, "source": [ "### 2) Create a JSON-AI default object\n", "We will now create JSON-AI syntax for our problem based on its specifications. We can do so by setting up a ``ProblemDefinition``. The ``ProblemDefinition`` allows us to specify the target, the column we intend to predict, along with other details. \n", "\n", "The end goal of JSON-AI is to provide **a set of instructions on how to compile a machine learning pipeline*.\n", "\n", "Our target here is called \"**Class**\", which indicates \"0\" for no fraud and \"1\" for fraud. We'll generate the JSON-AI with the minimal syntax:" ] }, { "cell_type": "code", "execution_count": 4, "id": "medieval-zambia", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:36:15.082963Z", "iopub.status.busy": "2022-02-03T21:36:15.082688Z", "iopub.status.idle": "2022-02-03T21:36:47.146893Z", "shell.execute_reply": "2022-02-03T21:36:47.146601Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001B[32mINFO:lightwood-1467152:Dropping features: []\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Analyzing a sample of 18424\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:from a total population of 284807, this is equivalent to 6.5% of your data.\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Using 7 processes to deduct types.\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: Time\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V2\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V4\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V6\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V8\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V10\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V12\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column Time has data type integer\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V1\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V6 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V7\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V2 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V3\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V8 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V9\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V4 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V5\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V10 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V11\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V12 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V13\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V7 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V1 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V14\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V16\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V5 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V18\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V3 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V20\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V9 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V14 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V15\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V22\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V11 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V24\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V13 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V26\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V16 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V17\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V18 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V19\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V17 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V28\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V20 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V21\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V22 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V24 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V25\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V23\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V15 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: Class\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V26 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: V27\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column Class has data type binary\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V23 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V28 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Infering type for: Amount\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V19 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V21 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V27 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column V25 has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Column Amount has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Starting statistical analysis\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Finished statistical analysis\u001B[0m\n" ] } ], "source": [ "# Setup the problem definition\n", "problem_definition = {\n", " 'target': 'Class',\n", "}\n", "\n", "# Generate the j{ai}son syntax\n", "json_ai = json_ai_from_problem(data, problem_definition)\n" ] }, { "cell_type": "markdown", "id": "deadly-rotation", "metadata": {}, "source": [ "Lightwood looks at each of the many columns and indicates they are mostly float, with exception of \"**Class**\" which is binary.\n", "\n", "You can observe the JSON-AI if you run the command `print(json_ai.to_json())`. Given there are many input features, we won't print it out." ] }, { "cell_type": "markdown", "id": "immune-clone", "metadata": {}, "source": [ "These are the only elements required to get off the ground with JSON-AI. However, we're interested in making a *custom* approach. So, let's make this syntax a file, and introduce our own changes." ] }, { "cell_type": "markdown", "id": "massive-divide", "metadata": {}, "source": [ "### 3) Build your own splitter module\n", "\n", "For Lightwood, the goal of a splitter is to intake an initial dataset (pre-processed ideally, although you can run the pre-processor on each DataFrame within the splitter) and return a dictionary with the keys \"train\", \"test\", and \"dev\" (at minimum). Subsequent steps of the pipeline expect the keys \"train\", \"test\", and \"dev\", so it's important you assign datasets to these as necessary. \n", "\n", "We're going to introduce SMOTE sampling in our splitter. SMOTE allows you to quickly learn an approximation to make extra \"samples\" that mimic the undersampled class. \n", "\n", "We will use the package `imblearn` and `scikit-learn` to quickly create a train/test split and apply SMOTE to our training data only.\n", "\n", "**NOTE** This is simply an example of things you can do with the splitter; whether SMOTE sampling is ideal for your problem depends on the question you're trying to answer!" ] }, { "cell_type": "code", "execution_count": 5, "id": "4411ee53", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:36:47.150480Z", "iopub.status.busy": "2022-02-03T21:36:47.150194Z", "iopub.status.idle": "2022-02-03T21:36:47.151595Z", "shell.execute_reply": "2022-02-03T21:36:47.151811Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Overwriting MyCustomSplitter.py\n" ] } ], "source": [ "%%writefile MyCustomSplitter.py\n", "\n", "from type_infer.dtype import dtype\n", "import pandas as pd\n", "import numpy as np\n", "from typing import List, Dict\n", "from itertools import product\n", "from lightwood.api.types import TimeseriesSettings\n", "from lightwood.helpers.log import log\n", "\n", "\n", "from imblearn.over_sampling import SMOTE\n", "from sklearn.model_selection import train_test_split\n", "\n", "\n", "def MySplitter(\n", " data: pd.DataFrame,\n", " target: str,\n", " pct_train: float = 0.8,\n", " pct_dev: float = 0.1,\n", " seed: int = 1,\n", ") -> Dict[str, pd.DataFrame]:\n", " \"\"\"\n", " Custom splitting function\n", "\n", "\n", " :param data: Input data\n", " :param target: Name of the target\n", " :param pct_train: Percentage of data reserved for training, taken out of full data\n", " :param pct_dev: Percentage of data reserved for dev, taken out of train data\n", " :param seed: Random seed for reproducibility\n", "\n", " :returns: A dictionary containing the keys train, test and dev with their respective data frames.\n", " \"\"\"\n", "\n", " # Shuffle the data\n", " data = data.sample(frac=1, random_state=seed).reset_index(drop=True)\n", "\n", " # Split into feature columns + target\n", " X = data.iloc[:, data.columns != target] # .values\n", " y = data[target] # .values\n", "\n", " # Create a train/test split\n", " X2, X_test, y2, y_test = train_test_split(\n", " X, y, train_size=pct_train, random_state=seed, stratify=data[target]\n", " )\n", "\n", " X_train, X_dev, y_train, y_dev = train_test_split(\n", " X2, y2, test_size=pct_dev, random_state=seed, stratify=y2\n", " )\n", "\n", " # Create a SMOTE model and bump up underbalanced class JUST for train data\n", " SMOTE_model = SMOTE(random_state=seed)\n", "\n", " Xtrain_mod, ytrain_mod = SMOTE_model.fit_resample(X_train, y_train.ravel())\n", "\n", " Xtrain_mod[target] = ytrain_mod\n", " X_test[target] = y_test\n", " X_dev[target] = y_dev\n", "\n", " return {\"train\": Xtrain_mod, \"test\": X_test, \"dev\": X_dev}\n" ] }, { "cell_type": "markdown", "id": "analyzed-radical", "metadata": {}, "source": [ "#### Place your custom module in `~/lightwood_modules`\n", "\n", "We automatically search for custom scripts in your `~/lightwood_modules` path. Place your file there. Later, you'll see when we autogenerate code, that you can change your import location if you choose." ] }, { "cell_type": "code", "execution_count": 6, "id": "34092d12", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:36:47.153817Z", "iopub.status.busy": "2022-02-03T21:36:47.153558Z", "iopub.status.idle": "2022-02-03T21:36:47.154811Z", "shell.execute_reply": "2022-02-03T21:36:47.155026Z" } }, "outputs": [], "source": [ "from lightwood import load_custom_module\n", "\n", "load_custom_module('MyCustomSplitter.py')" ] }, { "cell_type": "markdown", "id": "lucky-blair", "metadata": {}, "source": [ "### 4) Introduce your custom splitter in JSON-AI\n", "\n", "Now let's introduce our custom splitter. JSON-AI keeps a lightweight syntax but fills in many default modules (like splitting, cleaning).\n", "\n", "For the custom cleaner, we'll work by editing the \"splitter\" key. We will change properties within it as follows:\n", "(1) \"module\" - place the name of the function. In our case it will be \"MyCustomCleaner.cleaner\"\n", "(2) \"args\" - any keyword argument specific to your cleaner's internals. \n", "\n", "This will look as follows:\n", "```\n", " \"splitter\": {\n", " \"module\": \"MyCustomSplitter.MySplitter\",\n", " \"args\": {\n", " \"data\": \"data\",\n", " \"target\": \"$target\",\n", " \"pct_train\": 0.8,\n", " \"pct_dev\": 0.1,\n", " \"seed\": 1\n", " }\n", " },\n", "```" ] }, { "cell_type": "markdown", "id": "identical-georgia", "metadata": {}, "source": [ "### 5) Generate Python code representing your ML pipeline\n", "\n", "Now we're ready to load up our custom JSON-AI and generate the predictor code!\n", "\n", "We can do this by first reading in our custom json-syntax, and then calling the function `code_from_json_ai`. " ] }, { "cell_type": "code", "execution_count": 7, "id": "alleged-concentrate", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:36:47.158234Z", "iopub.status.busy": "2022-02-03T21:36:47.157955Z", "iopub.status.idle": "2022-02-03T21:36:47.163468Z", "shell.execute_reply": "2022-02-03T21:36:47.163688Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "import lightwood\n", "from lightwood import __version__ as lightwood_version\n", "from lightwood.analysis import *\n", "from lightwood.api import *\n", "from lightwood.data import *\n", "from lightwood.encoder import *\n", "from lightwood.ensemble import *\n", "from lightwood.helpers.device import *\n", "from lightwood.helpers.general import *\n", "from lightwood.helpers.log import *\n", "from lightwood.helpers.numeric import *\n", "from lightwood.helpers.parallelism import *\n", "from lightwood.helpers.seed import *\n", "from lightwood.helpers.text import *\n", "from lightwood.helpers.torch import *\n", "from lightwood.mixer import *\n", "import pandas as pd\n", "from typing import Dict, List, Union\n", "import os\n", "from types import ModuleType\n", "import importlib.machinery\n", "import sys\n", "import time\n", "\n", "\n", "for import_dir in [os.path.join(os.path.expanduser('~/lightwood_modules'), lightwood_version.replace('.', '_')), os.path.join('/etc/lightwood_modules', lightwood_version.replace('.', '_'))]:\n", " if os.path.exists(import_dir) and os.access(import_dir, os.R_OK):\n", " for file_name in list(os.walk(import_dir))[0][2]:\n", " if file_name[-3:] != '.py':\n", " continue\n", " mod_name = file_name[:-3]\n", " loader = importlib.machinery.SourceFileLoader(mod_name,\n", " os.path.join(import_dir, file_name))\n", " module = ModuleType(loader.name)\n", " loader.exec_module(module)\n", " sys.modules[mod_name] = module\n", " exec(f'import {mod_name}')\n", "\n", "\n", "class Predictor(PredictorInterface):\n", " target: str\n", " mixers: List[BaseMixer]\n", " encoders: Dict[str, BaseEncoder]\n", " ensemble: BaseEnsemble\n", " mode: str\n", "\n", " def __init__(self):\n", " seed(420)\n", " self.target = 'Class'\n", " self.mode = 'inactive'\n", " self.problem_definition = ProblemDefinition.from_dict({'target': 'Class', 'pct_invalid': 2, 'unbias_target': True, 'seconds_per_mixer': 57024.0, 'seconds_per_encoder': None, 'expected_additional_time': 31.931535482406616, 'time_aim': 259200, 'target_weights': None, 'positive_domain': False, 'timeseries_settings': {'is_timeseries': False, 'order_by': None, 'window': None, 'group_by': None, 'use_previous_target': True, 'horizon': None, 'historical_columns': None, 'target_type': '', 'allow_incomplete_history': True, 'eval_cold_start': True, 'interval_periods': []}, 'anomaly_detection': False, 'use_default_analysis': True, 'ignore_features': [], 'fit_on_all': True, 'strict_mode': True, 'seed_nr': 420})\n", " self.accuracy_functions = ['balanced_accuracy_score']\n", " self.identifiers = {}\n", " self.dtype_dict = {\n", "'Time': 'integer',\n", "'V1': 'float',\n", "'V2': 'float',\n", "'V3': 'float',\n", "'V4': 'float',\n", "'V5': 'float',\n", "'V6': 'float',\n", "'V7': 'float',\n", "'V8': 'float',\n", "'V9': 'float',\n", "'V10': 'float',\n", "'V11': 'float',\n", "'V12': 'float',\n", "'V13': 'float',\n", "'V14': 'float',\n", "'V15': 'float',\n", "'V16': 'float',\n", "'V17': 'float',\n", "'V18': 'float',\n", "'V19': 'float',\n", "'V20': 'float',\n", "'V21': 'float',\n", "'V22': 'float',\n", "'V23': 'float',\n", "'V24': 'float',\n", "'V25': 'float',\n", "'V26': 'float',\n", "'V27': 'float',\n", "'V28': 'float',\n", "'Amount': 'float',\n", "'Class': 'binary'\n", "}\n", "\n", " # Any feature-column dependencies\n", " self.dependencies = {\n", "'Class': [],\n", "'Time': [],\n", "'V1': [],\n", "'V2': [],\n", "'V3': [],\n", "'V4': [],\n", "'V5': [],\n", "'V6': [],\n", "'V7': [],\n", "'V8': [],\n", "'V9': [],\n", "'V10': [],\n", "'V11': [],\n", "'V12': [],\n", "'V13': [],\n", "'V14': [],\n", "'V15': [],\n", "'V16': [],\n", "'V17': [],\n", "'V18': [],\n", "'V19': [],\n", "'V20': [],\n", "'V21': [],\n", "'V22': [],\n", "'V23': [],\n", "'V24': [],\n", "'V25': [],\n", "'V26': [],\n", "'V27': [],\n", "'V28': [],\n", "'Amount': []\n", "}\n", "\n", " self.input_cols = ['Time','V1','V2','V3','V4','V5','V6','V7','V8','V9','V10','V11','V12','V13','V14','V15','V16','V17','V18','V19','V20','V21','V22','V23','V24','V25','V26','V27','V28','Amount']\n", "\n", " # Initial stats analysis\n", " self.statistical_analysis = None\n", " self.runtime_log = dict()\n", "\n", " @timed\n", " def analyze_data(self, data: pd.DataFrame) -> None:\n", " # Perform a statistical analysis on the unprocessed data\n", "\n", " log.info(\"Performing statistical analysis on data\")\n", " self.statistical_analysis = lightwood.data.statistical_analysis(data,\n", " self.dtype_dict,\n", " {},\n", " self.problem_definition)\n", " \n", " # Instantiate post-training evaluation\n", " self.analysis_blocks = [ICP(fixed_significance=None,confidence_normalizer=False,positive_domain=self.statistical_analysis.positive_domain), AccStats(deps=['ICP']), ConfStats(deps=['ICP'])]\n", " \n", "\n", " @timed\n", " def preprocess(self, data: pd.DataFrame) -> pd.DataFrame:\n", " # Preprocess and clean data\n", "\n", " log.info('Cleaning the data')\n", " data = cleaner(data=data,pct_invalid=self.problem_definition.pct_invalid,identifiers=self.identifiers,dtype_dict=self.dtype_dict,target=self.target,mode=self.mode,timeseries_settings=self.problem_definition.timeseries_settings,anomaly_detection=self.problem_definition.anomaly_detection)\n", " \n", " # Time-series blocks\n", " \n", " \n", " return data\n", "\n", " @timed\n", " def split(self, data: pd.DataFrame) -> Dict[str, pd.DataFrame]:\n", " # Split the data into training/testing splits\n", "\n", " log.info(\"Splitting the data into train/test\")\n", " train_test_data = MyCustomSplitter.MySplitter(data=data,pct_train=0.8,pct_dev=0.1,seed=1,target=self.target)\n", " \n", " return train_test_data\n", " \n", "\n", " @timed\n", " def prepare(self, data: Dict[str, pd.DataFrame]) -> None:\n", " # Prepare encoders to featurize data\n", "\n", " self.mode = 'train'\n", " \n", " if self.statistical_analysis is None:\n", " raise Exception(\"Please run analyze_data first\")\n", " \n", " # Column to encoder mapping\n", " self.encoders = {\n", " 'Class': BinaryEncoder(is_target=True,target_weights=self.statistical_analysis.target_weights),\n", " 'Time': NumericEncoder(),\n", " 'V1': NumericEncoder(),\n", " 'V2': NumericEncoder(),\n", " 'V3': NumericEncoder(),\n", " 'V4': NumericEncoder(),\n", " 'V5': NumericEncoder(),\n", " 'V6': NumericEncoder(),\n", " 'V7': NumericEncoder(),\n", " 'V8': NumericEncoder(),\n", " 'V9': NumericEncoder(),\n", " 'V10': NumericEncoder(),\n", " 'V11': NumericEncoder(),\n", " 'V12': NumericEncoder(),\n", " 'V13': NumericEncoder(),\n", " 'V14': NumericEncoder(),\n", " 'V15': NumericEncoder(),\n", " 'V16': NumericEncoder(),\n", " 'V17': NumericEncoder(),\n", " 'V18': NumericEncoder(),\n", " 'V19': NumericEncoder(),\n", " 'V20': NumericEncoder(),\n", " 'V21': NumericEncoder(),\n", " 'V22': NumericEncoder(),\n", " 'V23': NumericEncoder(),\n", " 'V24': NumericEncoder(),\n", " 'V25': NumericEncoder(),\n", " 'V26': NumericEncoder(),\n", " 'V27': NumericEncoder(),\n", " 'V28': NumericEncoder(),\n", " 'Amount': NumericEncoder()\n", " }\n", " \n", " # Prepare the training + dev data\n", " concatenated_train_dev = pd.concat([data['train'], data['dev']])\n", " \n", " log.info('Preparing the encoders')\n", " \n", " encoder_prepping_dict = {}\n", " \n", " # Prepare encoders that do not require learned strategies\n", " for col_name, encoder in self.encoders.items():\n", " if not encoder.is_trainable_encoder:\n", " encoder_prepping_dict[col_name] = [encoder, concatenated_train_dev[col_name], 'prepare']\n", " log.info(f'Encoder prepping dict length of: {len(encoder_prepping_dict)}')\n", " \n", " # Setup parallelization\n", " parallel_prepped_encoders = mut_method_call(encoder_prepping_dict)\n", " for col_name, encoder in parallel_prepped_encoders.items():\n", " self.encoders[col_name] = encoder\n", " \n", " # Prepare the target\n", " if self.target not in parallel_prepped_encoders:\n", " if self.encoders[self.target].is_trainable_encoder:\n", " self.encoders[self.target].prepare(data['train'][self.target], data['dev'][self.target])\n", " else:\n", " self.encoders[self.target].prepare(pd.concat([data['train'], data['dev']])[self.target])\n", " \n", " # Prepare any non-target encoders that are learned\n", " for col_name, encoder in self.encoders.items():\n", " if encoder.is_trainable_encoder:\n", " priming_data = pd.concat([data['train'], data['dev']])\n", " kwargs = {}\n", " if self.dependencies[col_name]:\n", " kwargs['dependency_data'] = {}\n", " for col in self.dependencies[col_name]:\n", " kwargs['dependency_data'][col] = {\n", " 'original_type': self.dtype_dict[col],\n", " 'data': priming_data[col]\n", " }\n", " \n", " \n", " # If an encoder representation requires the target, provide priming data\n", " if hasattr(encoder, 'uses_target'):\n", " kwargs['encoded_target_values'] = parallel_prepped_encoders[self.target].encode(priming_data[self.target])\n", " \n", " encoder.prepare(data['train'][col_name], data['dev'][col_name], **kwargs)\n", " \n", " \n", " \n", "\n", " @timed\n", " def featurize(self, split_data: Dict[str, pd.DataFrame]):\n", " # Featurize data into numerical representations for models\n", "\n", " log.info('Featurizing the data')\n", " \n", " feature_data = { key: EncodedDs(self.encoders, data, self.target) for key, data in split_data.items() if key != \"stratified_on\"}\n", " \n", " return feature_data\n", " \n", " \n", "\n", " @timed\n", " def fit(self, enc_data: Dict[str, pd.DataFrame]) -> None:\n", " # Fit predictors to estimate target\n", "\n", " self.mode = 'train'\n", " \n", " # --------------- #\n", " # Extract data\n", " # --------------- #\n", " # Extract the featurized data into train/dev/test\n", " encoded_train_data = enc_data['train']\n", " encoded_dev_data = enc_data['dev']\n", " encoded_test_data = enc_data['test']\n", " \n", " log.info('Training the mixers')\n", " \n", " # --------------- #\n", " # Fit Models\n", " # --------------- #\n", " # Assign list of mixers\n", " self.mixers = [Neural(fit_on_dev=True,search_hyperparameters=True,net=\"DefaultNet\",stop_after=self.problem_definition.seconds_per_mixer,target_encoder=self.encoders[self.target],target=self.target,dtype_dict=self.dtype_dict,timeseries_settings=self.problem_definition.timeseries_settings), LightGBM(fit_on_dev=True,use_optuna=True,stop_after=self.problem_definition.seconds_per_mixer,target=self.target,dtype_dict=self.dtype_dict,input_cols=self.input_cols,target_encoder=self.encoders[self.target]), Regression(stop_after=self.problem_definition.seconds_per_mixer,target=self.target,dtype_dict=self.dtype_dict,target_encoder=self.encoders[self.target])]\n", " \n", " # Train mixers\n", " trained_mixers = []\n", " for mixer in self.mixers:\n", " try:\n", " mixer.fit(encoded_train_data, encoded_dev_data)\n", " trained_mixers.append(mixer)\n", " except Exception as e:\n", " log.warning(f'Exception: {e} when training mixer: {mixer}')\n", " if True and mixer.stable:\n", " raise e\n", " \n", " # Update mixers to trained versions\n", " self.mixers = trained_mixers\n", " \n", " # --------------- #\n", " # Create Ensembles\n", " # --------------- #\n", " log.info('Ensembling the mixer')\n", " # Create an ensemble of mixers to identify best performing model\n", " self.pred_args = PredictionArguments()\n", " # Dirty hack\n", " self.ensemble = BestOf(ts_analysis=None,data=encoded_test_data,args=self.pred_args,accuracy_functions=self.accuracy_functions,target=self.target,mixers=self.mixers)\n", " self.supports_proba = self.ensemble.supports_proba\n", " \n", "\n", " @timed\n", " def analyze_ensemble(self, enc_data: Dict[str, pd.DataFrame]) -> None:\n", " # Evaluate quality of fit for the ensemble of mixers\n", "\n", " \n", " # --------------- #\n", " # Extract data\n", " # --------------- #\n", " # Extract the featurized data into train/dev/test\n", " encoded_train_data = enc_data['train']\n", " encoded_dev_data = enc_data['dev']\n", " encoded_test_data = enc_data['test']\n", " \n", " # --------------- #\n", " # Analyze Ensembles\n", " # --------------- #\n", " log.info('Analyzing the ensemble of mixers')\n", " self.model_analysis, self.runtime_analyzer = model_analyzer(data=encoded_test_data,train_data=encoded_train_data,stats_info=self.statistical_analysis,tss=self.problem_definition.timeseries_settings,accuracy_functions=self.accuracy_functions,predictor=self.ensemble,target=self.target,dtype_dict=self.dtype_dict,analysis_blocks=self.analysis_blocks)\n", " \n", "\n", " @timed\n", " def learn(self, data: pd.DataFrame) -> None:\n", " log.info(f'Dropping features: {self.problem_definition.ignore_features}')\n", " data = data.drop(columns=self.problem_definition.ignore_features, errors='ignore')\n", "\n", " self.mode = 'train'\n", " \n", " # Perform stats analysis\n", " self.analyze_data(data)\n", " \n", " # Pre-process the data\n", " data = self.preprocess(data)\n", " \n", " # Create train/test (dev) split\n", " train_dev_test = self.split(data)\n", " \n", " # Prepare encoders\n", " self.prepare(train_dev_test)\n", " \n", " # Create feature vectors from data\n", " enc_train_test = self.featurize(train_dev_test)\n", " \n", " # Prepare mixers\n", " self.fit(enc_train_test)\n", " \n", " # Analyze the ensemble\n", " self.analyze_ensemble(enc_train_test)\n", " \n", " # ------------------------ #\n", " # Enable model partial fit AFTER it is trained and evaluated for performance with the appropriate train/dev/test splits.\n", " # This assumes the predictor could continuously evolve, hence including reserved testing data may improve predictions.\n", " # SET `json_ai.problem_definition.fit_on_all=False` TO TURN THIS BLOCK OFF.\n", " \n", " # Update the mixers with partial fit\n", " if self.problem_definition.fit_on_all:\n", " \n", " log.info(\"Adjustment on validation requested.\")\n", " self.adjust(enc_train_test[\"test\"], ConcatedEncodedDs([enc_train_test[\"train\"], enc_train_test[\"dev\"]]))\n", " \n", " \n", "\n", " @timed\n", " def adjust(self, new_data: Union[EncodedDs, ConcatedEncodedDs, pd.DataFrame],\n", " old_data: Optional[Union[EncodedDs, ConcatedEncodedDs, pd.DataFrame]] = None) -> None:\n", " # Update mixers with new information\n", "\n", " self.mode = 'train'\n", " \n", " # --------------- #\n", " # Prepare data\n", " # --------------- #\n", " if old_data is None:\n", " old_data = pd.DataFrame()\n", " \n", " if isinstance(old_data, pd.DataFrame):\n", " old_data = EncodedDs(self.encoders, old_data, self.target)\n", " \n", " if isinstance(new_data, pd.DataFrame):\n", " new_data = EncodedDs(self.encoders, new_data, self.target)\n", " \n", " # --------------- #\n", " # Update/Adjust Mixers\n", " # --------------- #\n", " log.info('Updating the mixers')\n", " \n", " for mixer in self.mixers:\n", " mixer.partial_fit(new_data, old_data)\n", " \n", "\n", " @timed\n", " def predict(self, data: pd.DataFrame, args: Dict = {}) -> pd.DataFrame:\n", "\n", " self.mode = 'predict'\n", " \n", " if len(data) == 0:\n", " raise Exception(\"Empty input, aborting prediction. Please try again with some input data.\")\n", " \n", " # Remove columns that user specifies to ignore\n", " log.info(f'Dropping features: {self.problem_definition.ignore_features}')\n", " data = data.drop(columns=self.problem_definition.ignore_features, errors='ignore')\n", " for col in self.input_cols:\n", " if col not in data.columns:\n", " data[col] = [None] * len(data)\n", " \n", " # Pre-process the data\n", " data = self.preprocess(data)\n", " \n", " # Featurize the data\n", " encoded_ds = self.featurize({\"predict_data\": data})[\"predict_data\"]\n", " encoded_data = encoded_ds.get_encoded_data(include_target=False)\n", " \n", " self.pred_args = PredictionArguments.from_dict(args)\n", " df = self.ensemble(encoded_ds, args=self.pred_args)\n", " \n", " if self.pred_args.all_mixers:\n", " return df\n", " else:\n", " insights, global_insights = explain(data=data,encoded_data=encoded_data,predictions=df,ts_analysis=None,timeseries_settings=self.problem_definition.timeseries_settings,positive_domain=self.statistical_analysis.positive_domain,anomaly_detection=self.problem_definition.anomaly_detection,analysis=self.runtime_analyzer,target_name=self.target,target_dtype=self.dtype_dict[self.target],explainer_blocks=self.analysis_blocks,pred_args=self.pred_args)\n", " return insights\n", " \n", "\n" ] } ], "source": [ "json_ai.splitter = {\n", " \"module\": \"MyCustomSplitter.MySplitter\",\n", " \"args\": {\n", " \"data\": \"data\",\n", " \"target\": \"$target\",\n", " \"pct_train\": 0.8,\n", " \"pct_dev\": 0.1,\n", " \"seed\": 1\n", " }\n", " }\n", "\n", "#Generate python code that fills in your pipeline\n", "code = code_from_json_ai(json_ai)\n", "\n", "print(code)\n", "\n", "# Save code to a file (Optional)\n", "with open('custom_splitter_pipeline.py', 'w') as fp:\n", " fp.write(code)" ] }, { "cell_type": "markdown", "id": "dental-beauty", "metadata": {}, "source": [ "As you can see, an end-to-end pipeline of our entire ML procedure has been generating. There are several abstracted functions to enable transparency as to what processes your data goes through in order to build these models.\n", "\n", "The key steps of the pipeline are as follows:\n", "\n", "(1) Run a **statistical analysis** with `analyze_data`
\n", "(2) Clean your data with `preprocess`
\n", "(3) Make a training/dev/testing split with `split`
\n", "(4) Prepare your feature-engineering pipelines with `prepare`
\n", "(5) Create your features with `featurize`
\n", "(6) Fit your predictor models with `fit`
\n", "\n", "You can customize this further if necessary, but you have all the steps necessary to train a model!\n", "\n", "We recommend familiarizing with these steps by calling the above commands, ideally in order. Some commands (namely `prepare`, `featurize`, and `fit`) do depend on other steps.\n", "\n", "If you want to omit the individual steps, we recommend your simply call the `learn` method, which compiles all the necessary steps implemented to give your fully trained predictive models starting with unprocessed data! " ] }, { "cell_type": "markdown", "id": "amended-oklahoma", "metadata": {}, "source": [ "### 6) Call python to run your code and see your preprocessed outputs\n", "\n", "Once we have code, we can turn this into a python object by calling `predictor_from_code`. This instantiates the `PredictorInterface` object. \n", "\n", "This predictor object can be then used to run your pipeline." ] }, { "cell_type": "code", "execution_count": 8, "id": "organic-london", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:36:47.165738Z", "iopub.status.busy": "2022-02-03T21:36:47.165473Z", "iopub.status.idle": "2022-02-03T21:36:47.169923Z", "shell.execute_reply": "2022-02-03T21:36:47.170159Z" } }, "outputs": [], "source": [ "# Turn the code above into a predictor object\n", "predictor = predictor_from_code(code)" ] }, { "cell_type": "code", "execution_count": 9, "id": "fabulous-prime", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:36:47.172339Z", "iopub.status.busy": "2022-02-03T21:36:47.172073Z", "iopub.status.idle": "2022-02-03T21:36:57.038493Z", "shell.execute_reply": "2022-02-03T21:36:57.038715Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001B[32mINFO:lightwood-1467152:Cleaning the data\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1467152: `preprocess` runtime: 7.83 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1467152:Splitting the data into train/test\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[37mDEBUG:lightwood-1467152: `split` runtime: 2.04 seconds\u001B[0m\n" ] } ], "source": [ "# Pre-process the data\n", "cleaned_data = predictor.preprocess(data)\n", "train_test_data = predictor.split(cleaned_data)" ] }, { "cell_type": "code", "execution_count": 10, "id": "suspended-biography", "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:36:57.050403Z", "iopub.status.busy": "2022-02-03T21:36:57.045038Z", "iopub.status.idle": "2022-02-03T21:36:57.821045Z", "shell.execute_reply": "2022-02-03T21:36:57.820740Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams['font.size']=15\n", "f = plt.figure(figsize=(18, 5))\n", "\n", "ax = f.add_subplot(1,3,1)\n", "ax.hist(train_test_data[\"train\"]['Class'], bins = [-0.1, 0.1, 0.9, 1.1], log=True)\n", "ax.set_ylabel(\"Log Counts\")\n", "ax.set_xticks([0, 1])\n", "ax.set_xticklabels([\"0\", \"1\"])\n", "ax.set_xlabel(\"Class\")\n", "ax.set_title(\"Train:\\nDistribution of Classes\")\n", "ax.set_ylim([1, 1e6])\n", "\n", "ax = f.add_subplot(1,3,2)\n", "ax.hist(train_test_data[\"dev\"]['Class'], bins = [-0.1, 0.1, 0.9, 1.1], log=True, color='k')\n", "ax.set_ylabel(\"Log Counts\")\n", "ax.set_xticks([0, 1])\n", "ax.set_xticklabels([\"0\", \"1\"])\n", "ax.set_xlabel(\"Class\")\n", "ax.set_title(\"Dev:\\nDistribution of Classes\")\n", "ax.set_ylim([1, 1e6])\n", "\n", "\n", "ax = f.add_subplot(1,3,3)\n", "ax.hist(train_test_data[\"test\"]['Class'], bins = [-0.1, 0.1, 0.9, 1.1], log=True, color='r')\n", "ax.set_ylabel(\"Log Counts\")\n", "ax.set_xticks([0, 1])\n", "ax.set_xticklabels([\"0\", \"1\"])\n", "ax.set_xlabel(\"Class\")\n", "ax.set_title(\"Test:\\nDistribution of Classes\")\n", "ax.set_ylim([1, 1e6])\n", "\n", "f.tight_layout()" ] }, { "cell_type": "markdown", "id": "operational-binary", "metadata": {}, "source": [ "As you can see, our splitter has greatly increased the representation of the minority class within the training data, but not so for the testing or dev data.\n", "\n", "We hope this tutorial was informative on how to introduce a **custom splitter method** to your datasets! For more customization tutorials, please check our [documentation](https://lightwood.io/tutorials.html).\n", "\n", "If you want to download the Jupyter-notebook version of this tutorial, check out the source github location found here: `lightwood/docssrc/source/tutorials/custom_splitter`. " ] } ], "metadata": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" }, "kernelspec": { "display_name": "Python 3.8.10 64-bit", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 5 } ================================================ FILE: docssrc/source/tutorials/tutorial_data_analysis/tutorial_data_analysis.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial - Introduction to Lightwood's statistical analysis\n", "\n", "\n", "As you might already know, Lightwood is designed to be a flexible machine learning (ML) library that is able to abstract and automate the entire ML pipeline. Crucially, it is also designed to be extended or modified very easily according to your needs, essentially offering the entire spectrum between fully automated AutoML and a lightweight wrapper for customized ML pipelines.\n", "\n", "As such, we can identify several different customizable \"phases\" in the process. The relevant phase for this tutorial is the \"statistical analysis\" that is normally ran in two different places:\n", "\n", "* To generate a Json AI object from some dataset and a problem definition\n", "* To train a Lightwood predictor\n", "\n", "In both cases, we leverage the `StatisticalAnalyzer` object from `dataprep_ml` (another ML package in the MindsDB ecosystem) to store key facts about the data we are using, and refer to them afterwards.\n", "\n", "## Objective\n", "\n", "In this tutorial, we will take a look at the automatically generated statistical analysis for a sample dataset." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 1: load the dataset and define the predictive task\n", "\n", "The first thing we need is a dataset to analyze. Let's use Human Development Index information:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:07.539197Z", "iopub.status.busy": "2022-02-03T21:30:07.538226Z", "iopub.status.idle": "2022-02-03T21:30:07.911814Z", "shell.execute_reply": "2022-02-03T21:30:07.912123Z" } }, "outputs": [ { "data": { "text/html": [ "
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PopulationArea (sq. mi.)Pop. DensityGDP ($ per capita)Literacy (%)Infant mortalityDevelopment Index
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" ], "text/plain": [ " Population Area (sq. mi.) Pop. Density GDP ($ per capita) \\\n", "0 9944201 1284000 7.7 1200 \n", "1 5450661 43094 126.5 31100 \n", "2 26783383 437072 61.3 1500 \n", "3 9439 102 92.5 3400 \n", "4 3431932 176220 19.5 12800 \n", "\n", " Literacy (%) Infant mortality Development Index \n", "0 47.5 93.82 2 \n", "1 100.0 4.56 4 \n", "2 40.4 50.25 2 \n", "3 97.0 7.35 4 \n", "4 98.0 11.95 3 " ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "df = pd.read_csv('https://raw.githubusercontent.com/mindsdb/lightwood/main/tests/data/hdi.csv')\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This dataset has a handful of important factors to each country's development index, as well as the index itself (very high, high, medium or low). Each row gives information about a country's status in terms of their population size, density, and GDP per capita, among others.\n", "\n", "We can see there are columns with integer (e.g. `Population`), float (`Pop. Density`) or categorical (e.g. `Development Index`) data.\n", "\n", "The task we will consider here is to predicting the development index of each nation based on the rest of the available information.\n", "\n", "Lightwood provides an abstraction called `ProblemDefinition` to specify the target column of a dataset, along with other important parameters that you might want to define (for a complete list, check the documentation).\n", "\n", "We will create a simple one:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:07.915894Z", "iopub.status.busy": "2022-02-03T21:30:07.915491Z", "iopub.status.idle": "2022-02-03T21:30:09.131388Z", "shell.execute_reply": "2022-02-03T21:30:09.131135Z" } }, "outputs": [], "source": [ "from lightwood.api.high_level import ProblemDefinition\n", "\n", "problem_definition = ProblemDefinition.from_dict({'target': 'Development Index'})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see how this object has been populated. `ProblemDefinition` is a Python `dataclass`, so it comes with some convenient tools to achieve this:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.136061Z", "iopub.status.busy": "2022-02-03T21:30:09.135778Z", "iopub.status.idle": "2022-02-03T21:30:09.137698Z", "shell.execute_reply": "2022-02-03T21:30:09.137897Z" } }, "outputs": [ { "data": { "text/plain": [ "{'target': 'Development Index',\n", " 'pct_invalid': 2,\n", " 'unbias_target': True,\n", " 'seconds_per_mixer': None,\n", " 'seconds_per_encoder': None,\n", " 'expected_additional_time': None,\n", " 'time_aim': None,\n", " 'target_weights': None,\n", " 'positive_domain': False,\n", " 'timeseries_settings': TimeseriesSettings(is_timeseries=False, order_by=None, window=None, group_by=None, use_previous_target=True, horizon=None, historical_columns=None, target_type='', allow_incomplete_history=True, eval_cold_start=True, interval_periods=()),\n", " 'anomaly_detection': False,\n", " 'use_default_analysis': True,\n", " 'ignore_features': [],\n", " 'fit_on_all': True,\n", " 'strict_mode': True,\n", " 'seed_nr': 420}" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from dataclasses import fields\n", "\n", "{field.name: getattr(problem_definition, field.name) for field in fields(ProblemDefinition)}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice how, even though we only defined what the `target` was, there are a bunch of additional parameters that have been assigned a default value. That is fine for our purposes, but remember that you can set any of these according to your own predictive needs.\n", "\n", "We also need to infer the type of each column. For this, we can use `type_infer` (another ML library from the MindsDB ecosystem), specialized in automated type inference for datasets. In particular, we'll use `type_infer.infer.infer_types`:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.140246Z", "iopub.status.busy": "2022-02-03T21:30:09.139986Z", "iopub.status.idle": "2022-02-03T21:30:09.258888Z", "shell.execute_reply": "2022-02-03T21:30:09.259103Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[32mINFO:lightwood-1462215:Analyzing a sample of 222\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:from a total population of 225, this is equivalent to 98.7% of your data.\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Using 7 processes to deduct types.\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Infering type for: Pop. Density \u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Infering type for: Area (sq. mi.)\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Infering type for: Population\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Infering type for: GDP ($ per capita)\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Infering type for: Infant mortality \u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Infering type for: Literacy (%)\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Infering type for: Development Index\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Column Area (sq. mi.) has data type integer\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Column Population has data type integer\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Column Pop. Density has data type float\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Column GDP ($ per capita) has data type integer\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Column Development Index has data type categorical\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Column Infant mortality has data type float\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Column Literacy (%) has data type float\u001b[0m\n" ] }, { "data": { "text/plain": [ "{'additional_info', 'dtypes', 'identifiers'}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from type_infer.api import infer_types\n", "from type_infer.base import TypeInformation\n", "\n", "type_information = infer_types(df, config={'engine': 'rule_based', 'pct_invalid': problem_definition.pct_invalid})\n", "\n", "{field.name for field in fields(TypeInformation)} # show the fields this dataclass has" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now check the inferred types:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.261899Z", "iopub.status.busy": "2022-02-03T21:30:09.261656Z", "iopub.status.idle": "2022-02-03T21:30:09.263249Z", "shell.execute_reply": "2022-02-03T21:30:09.263451Z" } }, "outputs": [ { "data": { "text/plain": [ "{'Population': 'integer',\n", " 'Area (sq. mi.)': 'integer',\n", " 'Pop. Density ': 'float',\n", " 'GDP ($ per capita)': 'integer',\n", " 'Literacy (%)': 'float',\n", " 'Infant mortality ': 'float',\n", " 'Development Index': 'categorical'}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type_information.dtypes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks OK!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2: Run the statistical analysis\n", "\n", "We now have all the necessary ingredients to run the statistical analysis. Normally, you would ask Lightwood for a Json AI object to be generated according to the dataset and the problem definition. Internally, Lightwood will then run the statistical analysis for the provided dataset, and store it for later usage.\n", "\n", "Afterwards, you would make modifications to the Json AI as needed (for some examples, check out the other tutorials in `lightwood/examples/json_ai`), and finally generate a predictor object to learn and predict the task.\n", "\n", "In this case though, we will call it directly:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.265878Z", "iopub.status.busy": "2022-02-03T21:30:09.265619Z", "iopub.status.idle": "2022-02-03T21:30:09.277011Z", "shell.execute_reply": "2022-02-03T21:30:09.277203Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001b[32mINFO:lightwood-1462215:Starting statistical analysis\u001b[0m\n", "\u001b[32mINFO:lightwood-1462215:Finished statistical analysis\u001b[0m\n" ] } ], "source": [ "from dataprep_ml.insights import StatisticalAnalysis # the class where everything is stored\n", "from dataprep_ml.insights import statistical_analysis # generates an instance of the class\n", "\n", "stan = statistical_analysis(df, \n", " type_information.dtypes, \n", " problem_definition.to_dict(),\n", " type_information.identifiers)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 3: Peeking inside\n", "\n", "Now that our analysis is complete, we can check what Lightwood thinks of this dataset:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.279726Z", "iopub.status.busy": "2022-02-03T21:30:09.279488Z", "iopub.status.idle": "2022-02-03T21:30:09.280973Z", "shell.execute_reply": "2022-02-03T21:30:09.281166Z" } }, "outputs": [ { "data": { "text/plain": [ "{'avg_words_per_sentence',\n", " 'bias',\n", " 'buckets',\n", " 'df_target_stddev',\n", " 'distinct',\n", " 'histograms',\n", " 'missing',\n", " 'nr_rows',\n", " 'positive_domain',\n", " 'target_class_distribution',\n", " 'target_weights',\n", " 'train_observed_classes'}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "{field.name for field in fields(StatisticalAnalysis)} # show the fields this dataclass has" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some of these fields aren't really applicable nor useful for this dataset, so let's only check the ones that are. \n", "\n", "We can start with a very basic question: how many rows does the dataset have?" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.283428Z", "iopub.status.busy": "2022-02-03T21:30:09.283175Z", "iopub.status.idle": "2022-02-03T21:30:09.284725Z", "shell.execute_reply": "2022-02-03T21:30:09.284928Z" } }, "outputs": [ { "data": { "text/plain": [ "225" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stan.nr_rows" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here are some other insights produced in the analysis:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Amount of missing information\n", "\n", "Is there missing information in the dataset?" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.287296Z", "iopub.status.busy": "2022-02-03T21:30:09.287044Z", "iopub.status.idle": "2022-02-03T21:30:09.288414Z", "shell.execute_reply": "2022-02-03T21:30:09.288617Z" }, "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "{'Population': 0.0,\n", " 'Area (sq. mi.)': 0.0,\n", " 'Pop. Density ': 0.0,\n", " 'GDP ($ per capita)': 0.0,\n", " 'Literacy (%)': 0.0,\n", " 'Infant mortality ': 0.0,\n", " 'Development Index': 0.0}" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stan.missing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Seemingly not!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Buckets per column\n", "\n", "For numerical colums, values are bucketized into discrete ranges.\n", "\n", "Each categorical column gets a bucket per each observed class.\n", "\n", "Let's check an example for one of each:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.290854Z", "iopub.status.busy": "2022-02-03T21:30:09.290601Z", "iopub.status.idle": "2022-02-03T21:30:09.292132Z", "shell.execute_reply": "2022-02-03T21:30:09.292335Z" } }, "outputs": [ { "data": { "text/plain": [ "['3', '4', '2', '1']" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stan.buckets['Development Index'] # categorical" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.294853Z", "iopub.status.busy": "2022-02-03T21:30:09.294600Z", "iopub.status.idle": "2022-02-03T21:30:09.296020Z", "shell.execute_reply": "2022-02-03T21:30:09.296223Z" }, "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "[500,\n", " 1592,\n", " 2684,\n", " 3776,\n", " 4868,\n", " 5960,\n", " 7052,\n", " 8144,\n", " 9236,\n", " 10328,\n", " 11420,\n", " 12512,\n", " 13604,\n", " 14696,\n", " 15788,\n", " 16880,\n", " 17972,\n", " 19064,\n", " 20156,\n", " 21248,\n", " 22340,\n", " 23432,\n", " 24524,\n", " 25616,\n", " 26708,\n", " 27800,\n", " 28892,\n", " 29984,\n", " 31076,\n", " 32168,\n", " 33260,\n", " 34352,\n", " 35444,\n", " 36536,\n", " 37628,\n", " 38720,\n", " 39812,\n", " 40904,\n", " 41996,\n", " 43088,\n", " 44180,\n", " 45272,\n", " 46364,\n", " 47456,\n", " 48548,\n", " 49640,\n", " 50732,\n", " 51824,\n", " 52916,\n", " 54008]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stan.buckets['GDP ($ per capita)'] # numerical" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Bias per column\n", "\n", "We can also check whether each column has buckets of data that exhibit some degree of bias:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.298778Z", "iopub.status.busy": "2022-02-03T21:30:09.298518Z", "iopub.status.idle": "2022-02-03T21:30:09.300188Z", "shell.execute_reply": "2022-02-03T21:30:09.300392Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "'Population' entropy: 0.212\n", "Biased buckets: [131403695, 78845027, 52565693, 26286360, 7026]\n", "\n", "'Area (sq. mi.)' entropy: 0.294\n", "\n", "\n", "'Pop. Density ' entropy: 0.143\n", "Biased buckets: [650.86, 6183.17, 976.29, 325.43, 0.0]\n", "\n", "'GDP ($ per capita)' entropy: 0.76\n", "\n", "\n", "'Literacy (%)' entropy: 0.753\n", "\n", "\n", "'Infant mortality ' entropy: 0.767\n", "\n", "\n", "'Development Index' entropy: 0.89\n", "\n", "\n" ] } ], "source": [ "for colname, col in stan.bias.items():\n", " print(f\"'{colname}' entropy: {round(col['entropy'], 3)}\")\n", " print(f\"Biased buckets: {col['biased_buckets']}\\n\" if col['biased_buckets'] else '\\n')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Column histograms\n", "\n", "Finally, let's plot histograms for some columns:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:09.311469Z", "iopub.status.busy": "2022-02-03T21:30:09.306434Z", "iopub.status.idle": "2022-02-03T21:30:10.874976Z", "shell.execute_reply": "2022-02-03T21:30:10.875196Z" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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", 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", 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", 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ZOJAkSZIkSa0MHEiSJEmSpFYDAwcRMS8iroyI70XEDRHx1rr8jIj4RURcW3+2XOS5lSRJkiRJ96q5HT7zv8AupZS/RsTSwOUR8cX63utKKecsuuxJkiRJkqSZNDBwUEopwF/ry6XrT1mUmZIkSZIkSbNDpzEOImJORFwL3ApcVEq5or51TERcFxEnRsSyiyqTkiRJkiRpZnQKHJRS7iqlbAmsC2wbEZsBbwQ2AR4JrAq8YaJ1I+KgiLgqIq667bbbRpNrSZIkSZJ0rxhqVoVSyu3ApcDupZRbSvpf4HRg25Z1TiulbFNK2WbBggXTzrAkSZIkSbr3dJlVYUFErFz/Xg7YDfhhRKxVlwWwN/D9RZdNSZIkSZI0E7rMqrAWcGZEzCEDDZ8qpZwfEZdExAIggGuBlyy6bEqSJEmSpJnQZVaF64CtJli+yyLJkSRJkiRJmjWGGuNAkiRJkiTdtxg4kCRJkiRJrQwcSJIkSZKkVgYOJEmSJElSKwMHkiRJkiSplYEDSZIkSZLUysCBJEmSJElqZeBAkiRJkiS1MnAgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVIrAweSJEmSJKmVgQNJkiRJktTKwIEkSZIkSWpl4ECSJEmSJLUycCBJkiRJkloZOJAkSZIkSa3mznQG7lMWzp/Gun8ZXT4kSZIkSerIHgeSJEmSJKmVgQNJkiRJktTKwIEkSZIkSWpl4ECSJEmSJLUycCBJkiRJkloZOJAkSZIkSa0MHEiSJEmSpFYGDiRJkiRJUisDB5IkSZIkqZWBA0mSJEmS1Gpg4CAi5kXElRHxvYi4ISLeWpdvFBFXRMRPI+LsiFhm0WdXkiRJkiTdm7r0OPhfYJdSyhbAlsDuEbEd8E7gxFLKA4E/AwcuslxKkiRJkqQZMTBwUNJf68ul608BdgHOqcvPBPZeFBmUJEmSJEkzp9MYBxExJyKuBW4FLgJ+BtxeSvlX/chNwDqLJIeSJEmSJGnGdAoclFLuKqVsCawLbAts0vUfRMRBEXFVRFx12223TS2XkiRJkiRpRgw1q0Ip5XbgUuDRwMoRMbe+tS5wc8s6p5VStimlbLNgwYLp5FWSJEmSJN3LusyqsCAiVq5/LwfsBtxIBhCeVj+2H3DeIsqjJEmSJEmaIXMHf4S1gDMjYg4ZaPhUKeX8iPgBcFZEHA1cA3x4EeZTkiRJkiTNgIGBg1LKdcBWEyz/OTnegSRJkiRJWkINNcaBJEmSJEm6bzFwIEmSJEmSWhk4kCRJkiRJrQwcSJIkSZKkVgYOJEmSJElSKwMHkiRJkiSplYEDSZIkSZLUysCBJEmSJElqZeBAkiRJkiS1MnAgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVIrAweSJEmSJKmVgQNJkiRJktTKwIEkSZIkSWpl4ECSJEmSJLUycCBJkiRJkloZOJAkSZIkSa0MHEiSJEmSpFYGDiRJkiRJUisDB5IkSZIkqZWBA0mSJEmS1MrAgSRJkiRJamXgQJIkSZIktTJwIEmSJEmSWhk4kCRJkiRJrQwcSJIkSZKkVgYOJEmSJElSq4GBg4hYLyIujYgfRMQNEXFIXb4wIm6OiGvrzxMXfXYlSZIkSdK9aW6Hz/wLeE0p5eqIWBH4bkRcVN87sZRy3KLLniRJkiRJmkkDAwellFuAW+rfd0bEjcA6izpjkiRJkiRp5g01xkFEbAhsBVxRF708Iq6LiI9ExCqjzpwkSZIkSZpZnQMHEbEC8Bng0FLKHcCpwMbAlmSPhONb1jsoIq6KiKtuu+226edYkiRJkiTdazoFDiJiaTJo8PFSymcBSim/L6XcVUq5G/ggsO1E65ZSTiulbFNK2WbBggWjyrckSZIkSboXdJlVIYAPAzeWUk5oLF+r8bF9gO+PPnuSJEmSJGkmdZlV4THA84DrI+LauuxwYN+I2BIowC+BFy+C/EmSJEmSpBnUZVaFy4GY4K0LR58dSZIkSZI0mww1q4IkSZIkSbpvMXAgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVIrAweSJEmSJKmVgQNJkiRJktTKwIEkSZIkSWpl4ECSJEmSJLUycCBJkiRJkloZOJAkSZIkSa0MHEiSJEmSpFYGDiRJkiRJUisDB5IkSZIkqZWBA0mSJEmS1MrAgSRJkiRJamXgQJIkSZIktTJwIEmSJEmSWhk4kCRJkiRJrQwcSJIkSZKkVgYOJEmSJElSKwMHkiRJkiSplYEDSZIkSZLUysCBJEmSJElqZeBAkiRJkiS1MnAgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVKrgYGDiFgvIi6NiB9ExA0RcUhdvmpEXBQRP6m/V1n02ZUkSZIkSfemLj0O/gW8ppTyMGA74OCIeBhwGHBxKeVBwMX1tSRJkiRJWoIMDByUUm4ppVxd/74TuBFYB3gycGb92JnA3osoj5IkSZIkaYYMNcZBRGwIbAVcAaxRSrmlvvU7YI3RZk2SJEmSJM20zoGDiFgB+AxwaCnljuZ7pZQClJb1DoqIqyLiqttuu21amZUkSZIkSfeuToGDiFiaDBp8vJTy2br49xGxVn1/LeDWidYtpZxWStmmlLLNggULRpFnSZIkSZJ0L+kyq0IAHwZuLKWc0Hjr88B+9e/9gPNGnz1JkiRJkjST5nb4zGOA5wHXR8S1ddnhwLHApyLiQOBXwDMWSQ4lSZIkSdKMGRg4KKVcDkTL27uONjuSJEmSJGk2GWpWBUmSJEmSdN9i4ECSJEmSJLUycCBJkiRJkloZOJAkSZIkSa0MHEiSJEmSpFYGDiRJkiRJUisDB5IkSZIkqZWBA0mSJEmS1MrAgSRJkiRJamXgQJIkSZIktTJwIEmSJEmSWhk4kCRJkiRJrQwcSJIkSZKkVgYOJEmSJElSKwMHkiRJkiSplYEDSZIkSZLUysCBJEmSJElqZeBAkiRJkiS1MnAgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVIrAweSJEmSJKmVgQNJkiRJktTKwIEkSZIkSWpl4ECSJEmSJLUycCBJkiRJkloZOJAkSZIkSa0MHEiSJEmSpFYDAwcR8ZGIuDUivt9YtjAibo6Ia+vPExdtNiVJkiRJ0kzo0uPgDGD3CZafWErZsv5cONpsSZIkSZKk2WBg4KCU8jXgT/dCXiRJkiRJ0iwznTEOXh4R19VHGVYZWY4kSZIkSdKsMXeK650KHAWU+vt44AUTfTAiDgIOAlh//fWn+O80253ykkumvO7B799lhDmRJEmSJI3SlHoclFJ+X0q5q5RyN/BBYNtJPntaKWWbUso2CxYsmGo+JUmSJEnSDJhS4CAi1mq83Af4fttnJUmSJEnS4mvgowoR8UlgJ2C1iLgJOBLYKSK2JB9V+CXw4kWXRUmSJEmSNFMGBg5KKftOsPjDiyAvkiRJkiRplpnOrAqSJEmSJGkJZ+BAkiRJkiS1mup0jJpBm5+5+ZTXvX6/68e9vnGTh04pnYf+8MYp52Eyxz9zzymv+5qzzx9hTiRJkiRJYI8DSZIkSZI0CQMHkiRJkiSplYEDSZIkSZLUysCBJEmSJElqZeBAkiRJkiS1MnAgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVIrAweSJEmSJKmVgQNJkiRJktTKwIEkSZIkSWpl4ECSJEmSJLUycCBJkiRJkloZOJAkSZIkSa0MHEiSJEmSpFYGDiRJkiRJUisDB5IkSZIkqZWBA0mSJEmS1MrAgSRJkiRJamXgQJIkSZIktTJwIEmSJEmSWhk4kCRJkiRJrQwcSJIkSZKkVgYOJEmSJElSKwMHkiRJkiSp1cDAQUR8JCJujYjvN5atGhEXRcRP6u9VFm02JUmSJEnSTOjS4+AMYPe+ZYcBF5dSHgRcXF9LkiRJkqQlzMDAQSnla8Cf+hY/GTiz/n0msPdosyVJkiRJkmaDqY5xsEYp5Zb69++ANdo+GBEHRcRVEXHVbbfdNsV/J0mSJEmSZsK0B0cspRSgTPL+aaWUbUop2yxYsGC6/06SJEmSJN2Lpho4+H1ErAVQf986uixJkiRJkqTZYqqBg88D+9W/9wPOG012JEmSJEnSbNJlOsZPAt8CHhIRN0XEgcCxwG4R8RPgcfW1JEmSJElawswd9IFSyr4tb+064rxIkiRJkqRZZtqDI0qSJEmSpCWXgQNJkiRJktRq4KMK0n3dwoULZ2RdSZIkSZoN7HEgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVIrAweSJEmSJKmVgQNJkiRJktTKwIEkSZIkSWo1d6YzIGl4a1567ZTW+93OW440H5IkSZKWfPY4kCRJkiRJrQwcSJIkSZKkVgYOJEmSJElSKwMHkiRJkiSplYEDSZIkSZLUysCBJEmSJElq5XSMWmLddNjXp7TeusfuOOKcSJIkSdLiyx4HkiRJkiSplYEDSZIkSZLUysCBJEmSJElqZeBAkiRJkiS1MnAgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWc2c6A5J0X3H8M/ec0nqvOfv8EeckLVy4cEbW1exxyksumdJ6B79/lxHnRJIkzWb2OJAkSZIkSa0MHEiSJEmSpFbTelQhIn4J3AncBfyrlLLNKDIlSZIkSZJmh1GMcbBzKeUPI0hHkiRJkiTNMj6qIEmSJEmSWk03cFCAr0TEdyPioFFkSJIkSZIkzR7TfVRhh1LKzRGxOnBRRPywlPK15gdqQOEggPXXX3+a/06SdNNhX5/yuuseu+MIcyJJkqT7gmn1OCil3Fx/3wp8Dth2gs+cVkrZppSyzYIFC6bz7yRJkiRJ0r1syoGDiLhfRKzY+xt4PPD9UWVMkiRJkiTNvOk8qrAG8LmI6KXziVLKl0aSK0mSJEmSNCtMOXBQSvk5sMUI8yJJkiRJkmYZp2OUJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVKr6QyOKGkIF1+y8ZTX3XWXn40wJ9Lsteal10553d/tvOXI8qHhHP/MPae87mvOPv/ff9902NennM66x+445XUlSdLk7HEgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVIrAweSJEmSJKmVgQNJkiRJktTK6Ril+7AND7tgyuv+8tg9xl4snD/1TCz8y9TXncSNmzx0yus+9Ic3/vvvU15yyZTTOfj9u0x5XUmSJGm2sMeBJEmSJElqZeBAkiRJkiS1MnAgSZIkSZJaGTiQJEmSJEmtDBxIkiRJkqRWBg4kSZIkSVIrAweSJEmSJKnV3JnOgCQ1bX7m5lNa7/r9rh9xTjSMiy/ZeErr7brLz0ack7ThYRdMed1fHrvHCHMyZqp1G6zfU7Fw4cJ7db3F0sL501j3L6PLxyJwyksumfK6B79/lxHmRJKWDPY4kCRJkiRJrQwcSJIkSZKkVgYOJEmSJElSKwMHkiRJkiSplYEDSZIkSZLUysCBJEmSJElqZeBAkiRJkiS1mjvTGZAkaVab6lz3i2ie+xs3eeiU133oD28cYU7uGy6+ZOMpr7vrLj/7999rXnrtlNP53c5bTnnde8PmZ24+5XWv3+/6EeZEkkZrST52D8seB5IkSZIkqZWBA0mSJEmS1GpagYOI2D0ifhQRP42Iw0aVKUmSJEmSNDtMOXAQEXOAU4AnAA8D9o2Ih40qY5IkSZIkaeZNp8fBtsBPSyk/L6X8H3AW8OTRZEuSJEmSJM0G0wkcrAP8pvH6prpMkiRJkiQtIaKUMrUVI54G7F5KeWF9/TzgUaWUl/d97iDgoPryIcCPpp7dWWk14A+zKJ1RpjXb0hllWrMtnVGmNdvSGWVasy2dUaY129IZZVqzLZ1RpjXb0hllWrMtnVGmNdvSGWVasy2dUaY129IZZVqzLZ1RpjXb0hllWrMtnVGmNdvSGWVasy2d2WSDUsqCid6YO41EbwbWa7xety4bp5RyGnDaNP7PrBYRV5VStpkt6czGPLlti2ee3LbFM09u2+KZJ7dt8cyT27Z45sltWzzz5LYtnnly25Yc03lU4TvAgyJio4hYBngW8PnRZEuSJEmSJM0GU+5xUEr5V0S8HPgyMAf4SCnlhpHlTJIkSZIkzbjpPKpAKeVC4MIR5WVxNarHMEb5OMdsy5Pbdu+mNdvSGWVasy2dUaY129IZZVqzLZ1RpjXb0hllWrMtnVGmNdvSGWVasy2dUaY129IZZVqzLZ1RpjXb0hllWrMtnVGmNdvSGWVasy2dxcKUB0eUJEmSJElLvumMcSBJkiRJkpZwBg4kSZIkSVIrAwdLsIhY4r7fiIiZzsNEZmu+pCWd+969x7K+d1ne9y7LW5Imt8RdWAoiYkFELFVKubu+ntLJMCI2jYjHRMS8ZjrDphcR94uI5SNi/nTyUy0fEctFxBrTSSci5kbEtAYHrenMj4godbCQmS7r+5LZWDajytNs3LZRiIj1R51mGeFAPRGx1JJU9hHxkFGmN8qyhiWyvBeMMr0ltW6PIi+jLmuwvAekMe1jd0Q8OCK2jYgdaxtsqbp82uU0W869ETFnujftFkXdHqXZVLdHYdTnySWdgyNOQ0RsAWwL3ABcAdw9nRNPRKxDznRxVynlpmmk8xXgb8AHSilfmkY61wHvKKV8cqpp1HQ+CKwH/Bh4XSnlf6eR1odqWj8H5gGfKaWcP4V03gZsD1wNnFZK+ekU8/O5mpdPl1K+PZU0ajojKesJ0p1bSvnXiNP8d1BqCuvOKaXcVf+O6TbUmulNcf0HA7eVUv48nXzUtJYrpfxjuulMkO6sKO8RrP8MYEfgDaWUv08n3Yj4f8AjgM2AhaWU39TlQ5VV/f5XBNYBri+l/GKK6axZ01kG+FUp5a+dN+aeae0J/KOUcnF9PaVyj4hnA08G9iul/M808jOSsq7rjKq8NwJWAdYEriyl/GGYfDTSGUlZ13WfAjwMOKn5/U9h22ZV3a7rjKR+R8SjgD/2zrf1AqvAcBftoyrrus6sKu9R1e2a1qjKe9rH7nqheRnwh5qH15RSfjXV81ttL9+PbAfeVkq5Zdg81c8/DFgbeBBwfu/7n0J+dqn5uL6+nkNuZ5nBur0FsBawOvBZ4O+llLunUEajPJbMqmP3qM6TNa3+8v7bqIPts4GBgymKiKcCR5LTUe4FXAl8HLi4lFKmsGM+D3guMAf4OnD8sCfnemCeB5wF/BkI4H+BtwGPBr4C/LXLhVY9UbywlPL4egB8MbmjrwR8sJRyQ8c8vQLYHTgYOBE4D7ij5uuKYQ4aNa19gGcCDwYeAuwB/BJ4Vynl9x3TeRmwJ3A4sD+wA/BE8qA/zElwReAiMvjwv8CtwPuBrYFvkQe1gQfVUZX1BPl7dU3nR6WUDzXe63ywr+kcAKxQ83NiKeVvU0znYGAj4K/A26caQKppHQ0c02vERMQypZT/m0KeLgSOKqV8s/+9IevCW8k6+SOy8dnrgTKVE+veZABxBeDsXjBiCnmadnnXdD4AHF1K+fWw+ehL56fA80op34yIFYDNgR/2gjZd061pXQN8kDwGfBP4Ktko+vtk606QzreAXwG/B7YDvga8ZQrpnAfMJ4OIXyilfLbr+hOk92VgF+BU4D2llJ/FkAHAmqcfk42hb0bEGsBW5HdwSynlb13Ke1Rl3UhrVOX9VeBO4HfAjaWU9wyTl0Za0y7rRp5+DjynlvfSwMbAr6ewbbOmbjfSGkn9johrgQXAGcA7Syl3TCGNkZR1I61ZU96jrNs1vWsZTXlP+9gdEccAq5VSXhwRbyXbJn8B7gLOK6V8e8hzwJfJXtM/A+5PfnenDHOeq+l8nTxv/63m5YheG6frttXPXQlsA3wYeH2Zws2IRVC3vwV8jwywvKuUcl1ELF1K+ecU0hnVsWTWHLtHdZ5spNUs73eWUq4ftrwXBz6qMHXPI6OvhwEPB64HjgCOgqGjufPIi9hXkhd7WwDHRNU1nZL+AZxMBg3+E/gJ8GngeGDpLkGD6rfkDgDwRnIH/Q1wG3BwvcAdtF1LkXf131NK+SV5Yf1M4DnAf5ABl2H8g2y03FZK+QYZIHkb8K+a3kARsQzwIuDIUsq1pZRDgeuArRsXewO75NWyvoOcv3VV8qS1LHmCPgGYO8QF47TLegJvAXYiD4qbR3YL3LrmfZgL2WPI7+zvZET+VxFx2BTSOZL8jq4ke4y8coh1++1JltNPI+KImpf/m0Ke3g78oZ4wlouIh0bE82oQYpgL4yOBh5IX2GsC94+Ix00hP73G1cHkHbDtgW9GxItrWsPmaRTl/SjghcB5EfGWiJhXSim18TiMrYHralkvII9JbwKuiYi3wFDb9wbghlLKKYwdA95D1s3XDpGn15GNg2eSx+79yAbohRGxA/y7MTDI0cBvSymPJYOz74yIRwyRj37vI+9WzAEuiojXkOW/+RBpPAD4Xi3vVYGzyYDkx4A3Q+fyHlVZw+jK+xgyGLo38Eng+RHR6fg/gVGUNcCujNXvNWu+jgJ+OWQ5zba6DSOo343/9QmybJYD/jsinhMRp0TEWkO0d0ZV1jD7ynskdXvE5T3tY3fkY6HLkhdWkBdnc8n26V/IG0LDnAOOBP5cSnkc2d46jQz8vD9qt/Mhjt3Xl1IOJI8FDwL2bn6gY3AV4CTy5tjdZF08JCLOiYj1o3vX/lHW7beR2/Zi4NvAsRFxMvDxyLv1XctolMeS2XbsHtV5Eu5Z3u/sL+8lRinFnyF+GOulcRTwXmD1xnsbknegjxwyzUOBTzZerwp8Hrh/fb0dsN6QaR4DbF7/vp484V8EPK7j+uuQ3cqOAU4Hlq/L1wA+B2zbsZxeBnyXvEj7c+P9J9U8bTDENj2SjAQe1lg2B9i5btsDOqQxnwwcrEJe3AO8lLyzD3AY8Koh8jQHWFjLZUXyQv0i4BTgkfdGWU+Q3gLgRmDF+vob5Mn+K8B/A5t1TGclsjfFJo1lWwGXA1/q+t2R3QB/DKxQX+9Qt/cB9fVSQ27fKuRB/WnApWTj433AGb3vpOP3dizw1Pr6I+SdgqvIQNKuHfOyat2/1quvLydPZleSdw4ePeR2/RhYq75eGtiN7BVxCvV4cG+WN7A8ue++DPhMLZ/TgHOG/M5WBM4B/h/Z6DyyLn8YeZLdaoi0nkT28FgdOJcMTEI2cL9Kh+NA/fxjgeP6ls0FXkL2sOiSxso1/w9vLHsr8Nr69/3IHlfD1vF3ko3Ylcmg4j+Bpwyx/rxaDw8gg4iH1+UbkXfYdhuirN823bIeYXn3enlt3Vh2MHl3p/f+/tRj+71R1jWNBeRF2prkOeTtjXLqfJ4ju8yOom7vNN2yXhT1u5bzOWTvrO2A75M9EB8zRJ7uP4qyHmX9nsV1exTlvSJ57J/WsRt4PPAn4Hzgl43l6wCXMEQ7B3gKjXY2ea58ANkWe03HNJYjewk3y/tpwEca2/0GYJmO6c0nz40L6jb9jOzB8B/3dt0mbxy+Hji4vv4ceWNj51qHTiNvJN4rdXsR1u/Zcp4cWXkvDj/2OBhSqbWC7No2D/iPiFi73on7JRmN2zwilh8i2c8AH4gcVGVeKeVPZNf3bSNiOTKiOuyz098Del3CehHd08huea2iDmBYSrmZjLytR0ZBD64fuZMMkAwag2Fe/f1fNf+/Ab7Su1NRSvk8ebIe2NUpIlas63yHPGFsHRFnR8ReJXtQXEEeqCd9tKPeSf4LeWC+o4x1afoisF5EbAs8m9zpO6n//8/kHd0Xkr0EDiUvZjuNm1DL+qXA+mRZv7y+1bWs+/0feYH34BrpXIfsybIPeaG9U8d83UHehXlsY9k1pZQdyPq1Tcf8PAj4aKmP3pRSLicvzjer778jIp7UJaGIiJJdAG8mGyw7kw2/F5L1YvXSoVdN/czXgSfWCPUapZQDSynbkHcOnt4xin4nGYx5VEQcQF60P6+Usi0ZzHhil+2qefozeRLbpr7+ZynlIuAg8kTdNZK+EfCxUZR3ya6Il5ANlqcC7yD3kQ0jYpNB6/fKsJRyJ/ApMgCxFvDjyMc4fkAGubbouG0APyT3k3eRDawP1f9xNXA72Uuii58Dj4yIL0fExjWNf5HHrB0iYvtBCZRSbif39+YjVxcxto8dC2xRuj8+0+td9G3gBTX9u8g7YydFxEu7pFPyWc13kBcLawN3RY7B8QtyTJ4HdUmHvNDYkeyxthZTL2vIY+LWEfHViHhgTWfY8r4TeA15AdJzGRkcgyyn9ctwjxpcwTTKOrIr6m1kPT6dLO8v1PxeTZ4ftuuQTgDXko3N6dbtHwLbTKdu12Pt7WT9vq3x1pTqd+R4Kz8hL4AeVnJMoEIGbD8a+bhmF38i6+UZTLGsG24gz2/vZnrl/VOyvL8yjWPJnWRZj6RuN8r7q8CmUy3vmq+zgFdQg9LDHLsjYtm6j3wF2IQ8X385ak86sq27KmO9Lrv4HvCUiDgzItar58qfA2cCe0bEph226x9kT9/bG4uvALaM7C37VmClUnszTqbuK38h2xTPqm2628n94/zIx2y7uJ2sk1M+jtTPF/KG0QkR8SXyZtGLSymXkufhjchAUBfTPk/W8unV7z823rqMKdTv2XaebJT38ZFjzG0+jfKe/WY6crG4/ZCPd6xB3rHckrzo/yB5UbYXeQL67BDpRcvyV5DRtPcDx3ZI54VkYOAZjWWHkI21R9XXAyOn5B3Tb5M7MIxddF5HnvD/ixzEb1A6pwJ79i17Zi2fo2q5vbtjGX0JOJCxXgxrkAGaS2teP0eOCTEonTfTd7edsV4HJ5LBjVd3SGd/8uLufo1lR1EPsPX1Ch3S2Y08aD2+vl6d7Bb2vWHKuiXtN5IBh9OAExrL965pD7wrXz//2Jqf/2yuAzwduIDud5o2qvtM7zs8oOZtfTLIsdwUtvEE8o7X88i7KkfVbe4aSV+JbCh+hjxRb1CXb0z2GOgU+QaeSj7z9y5qz5W6fIe6P3Uq67rOXuSzf+9u7q9kdP+/aDleND63cv29/nTKu/97JU/ID6j73TnAa2u9mLSsycDXUo3XB5MXR5eQQZWXkcHMgd8/eSxq1sFVyEDie8lusDuQvZsGbduCvjy9m2wknEReHD+evPCaNyCduf11pJb5fLKxcGjXut2fFhl4fT95gfS5Zvod69Gc+vvp5J3UL5PnlCNq+S8/YP37kXfkmnnam3wMrnNZ1/WW6UvnsLpd7xmyvO9xrCHPx0uT5+C3d6zbqwMPJC9+g+xV8/6ah3OHKWsymLdP4/URZAP/EvIi6elkr61BedqUxl1g8g7aPsOWN9ld+wGN1726PVRZ13XXoO94U+v3SsPU77o/ROP1VmRX4It75U022ic93tZ9YtlePahlfTvZDuhc1o39bem+PO5DHgOGrd/NbeuV9wlkIKJzebfU7TnD1O0J8hPk+exjtU4OU97LMP54+xzy2HEpQxy7yXbsxTTaseSjfe8lH124FHh5xzK5H7XdVb+z48geeYfX+rEF2dtu2QHpbE1fz4RGvTq2lnmXuv0Q8ry4dH29Lnmevprxx5JBZb1O3/f2pmnU7f79bZO6TYc3/tfVg+okIzpP1nWXq99PM72pHLtn1XmysR3N8l6bbNe/aZjyXpx+ZjwDi9MPOZbBBbWif4scUAPygvgEMtr5Qbp3KX44eTfxveQF2tqNg9ca5IAt32HwxcI+5IXOK8jIdy96thNjXbEHXuDVA8E3yYPx6yZ4f1dqN+oO+fl2Y6dckeyCtSZ5N/3YumNOul113T2BbzZeP5g86G9VDzq7AOt2SOeJwNf6li3b+PuFZOBg0nIiI5B3k3fgnsvY4yBPIgc47FrWe9UyegvZ0HxY88BSv4uBZT1Buss3/r4feSL7EhmVhewmeFCHdFahHsSB1cjBsX5HXjA+jYysHzyNfen+ZIT22i75qessIBt1azbqxlVkj5p167IuAZvVyBPQsuQJ7S11vzmm7o8XAS/rkM5jyK7FC8hG1vJk18dXkfvvl4bYts0YCzqtR97h+WFNa4ta3l3y9Ang6Y3XvePJUOVNXuCvSw1ekMeSG8geQr2yvl+HdL4L7NG3bMVajxaSAa4ndiyjy8hgxXMay1Yigz43k88nvqBDOl8hg417NZY9pKZzCXkM379DOm8hzwfvoq+hQgYA7ybvPnXZtreRdwbfBTyoLntArQfrNT436Fyw+wTLVgBeQAaPXgHs2CE/HyIbUR8i71DuQTaQzhimrGtavQuH95IN/C3IANaZZMO4a3m/qpbHYcCzaHTbBfbtWt71O/s4eTG1SV22NhnsbqbZ5fz0vf7/Sx5fPlDL7hga++Mk6VwH7Nu3bOla9r8lL9S71O3rmvtHXbYR+ShW57Ku632alu7jw9Tvuq8dD2zXWPZEak+/+rrLOfM95COcp5F3giHvVJ9Yy+ntXcq6jN/fTmDsEa6VyB5fNw1R3ofU7TiasYvHh9SyG+ZYsmWz3jH+QuRZXcu6fv715LnnbWQbZW3gceRxb5jyPqpux9vq970meaH2OnKMgYHHbvI8ciHZXvtvsl2zW329PXlc2bnLdtX0Pkgel06p+8c8su38EfL89AngJR3SuZLsmfnCCd7bpZb3vh3SmWh/ezj5/P76ze90QDpf7S8H8jjyvlq3Ox1HGvvbCTSO8+S5/FRygMOv0KHtxojOk3W93r57Kn3XR2QPxq7Hkll1nuzb3/7dG5NsE542THkvTj8znoHF6acesA6pB9AdyCjS1TSe8WK4u4vXk3fwjqgHoE/XA2uvsX868KIO6XwBeEL9+x11Z/8h2dXq4XV5l0bQt8jnFR9S87ZwiuV0fO8gULfvDPJkfASwypBpvZKx54YOIht9/01GPfcYIp3v9w4W5B3idwO/Jkfm731mYACifu4TZHTyTLJRfCCNO8Qdy/o7vfyTgZqPktH7dwHzp1juTyVPMjcCz28s37kuuxw4vUM6+5J3la+mMd4DOTPHB8kGw2Ed0tkDeGxz32B8g+hM+oI5k6T1PPLE8/VaRq8mI7kvZCxg06VHzbPJk/pnaz3djwwebEg+z/g8ujUYD6z7y4d6dahu38b1uz0PeF/HbTugbtf5feW9Ta1nJ9Ktl8+LyCDU15jgpFf3w//ukM4rgK9PsPw/qI2pjmV9IPCp3j5BNhSfSzb0lqJ7z5Aggzyn1Hp5ARnc2YSx48wm1IuJAeksV7+bMxgL9K7H2LFhnY55ejF5wbAlGZDZgxyDZZO6bVuTA7l2SetlZON6S/K49l3GxrkYeMejkc6ryQbYDXQcy2aS7/8SsvHzmPo9fg54a31/w0Fl3UjrVeQF64PrvndY3Wd6gcw1OqbzylreWzAW6Du+t51k43HguBtk4Prz5EXHG8mG7OHk8bvXM6/r3aoDaz3ahbzQfHTf+13L6BnAV3r/m7zYOpq8cFuJvPAbmBbwfOBLjXSeTfYKeEHd3s7n3rpt59S/e70sH0U9N5HHpknrd93fViK7f59a6/abyIv9vYFH1M8N7NlFnvvPr3Xvs/X1f1ADG3QIGA/Y39ZsvL9Bl/2OfLzwy+T59VzyuLti4/0FQ+Tn52Svvs0by3u9IdcjZ9fpktZrqI/O1Xp9PHmj5tnAQ7vWb3J/u4CxXmbXkcHC3vG/y53vOeQF1c719ek1zSvrtg51jCKPSxfUOnBuzdfeZJt1Dnlx3OXu94E1L1uSAc19G/kN8rh38jT2t1dTjwUd6/YLgLMa+9om5PmkF+SZ37F8JtrfDid7WO1Mtpd2ZMAYV4zwPFk/27/vvpC8CbkbeUNjPXJa9anstzN2nmzZ344jzyV7kr3GdhhU3ovjz4xnYHH5IU9259E34B3Z6P8asP2Q6e1Nzhnbe/3/agU8j74I5iRpRD1gvbPuSI8nLxweWg8W7yYbSV3uwu7B+G7WW5ANtQPr63EXfQPSen79v+uRF1G97lxnkRdtnbvs1APdVWQviq+QXaRWJLtun0eH3h21PK4lo56PI+/070k27i+j4wVeX3ovrfk4kLwj9A0yit6lgbcJYwPCzKvr71rL69NkYKJzAKqRzg9qOT29HhRf2veZtRnctXweGWTYnGwQf4OM8g47uNs88tnFf5In+3Ub7/V6omxBh4GVyIvGW2u5bU0GSN5ONj6a3YQHRZmXJafufGDdvhPJRszJ1Oh1x21bluwNtAnZM+NCMpjx0V6Z1+VdAkjLko8TPajWq3PJE9BRwJPqZ7pcpM+r39UGZIPq64xdCPXuhG0/qLzJnhhfY6zh83zyOPIxMhDZG3BxUFkvU+t178L+reRFf2+gx+cP2qaW/e69ZAPoxbXc/s7wA8fuRjaGHkXePftWzWvXi9je99+78DmjbtdXycBd79GjLnf1liEDho9sLPsIjTsiNO5cTZLOHLJhv2P9zm6reWre9Xp8xzy9iPEBrOXJffV44IAhy/p1NAJx9bvbm2zYdh14aimyh8CujWUnkXd0Th/m+6/18BmNNL5c69IRZJfXro8n9erAlvX1u8jjXKc61JfWDtTH9mo+zqnfwZHAB4ZIZw9ypifI3jyfJS8a3wm8eYh0liUH0OvV4zeQ+/8vyPN3r5dd18fUDqx18xm1/L9AntNXHiI/Pwa2qa8/RAYOP0GeAzr1fKnrTrq/kW2qtTumcz3jB3r7JPWY0NtvOqSzdK1Hh5AXNBeQgbHVmts/xPa9A3ha4/WmNd1TyXEOuqQRZFtpz8ayt5Ln3A+Q41N0zc/rarm8jjyH9x6deynZvly9YzpL1XR6dfIDZFDiM+Rd+QOHqEs/pZ4H6352HkOc/xtp9e9vn6n72tuo3dQ75uf/GLuJ9Ka6r1xDnleGvrCdYH/7PNn+7bS/NdKZ1nmysZ+07bvv67rvDtpv6+thzpM7MM3zZP3sRPvbq8hAyxIXMPj3ds50BhanHzIyeBp9F75kJKzTgaKxzsMYG2V8Tt3J30M2/C6l4+MONa1tyIufD5ANoeaz0V+n24lwOcaeHevdOX8WGSnsNDtAX3rHkd2R38/4RwK+CKw6ZFqH1O37IuOf3/wGsGGH9ZchL8xeRY50+5HGe+vXA0mniCV5AluxrrMbeTH2Y7Lh+Akady4mSWNpxh4DWItGA5q8APwCQ/Y6IBuZpzdeP7rmZ5nG/+lyp+Ew4L8arzcmG6C9uvHQLnWTfFzl+Pr3yWRD9ATGGg67d6mX9bNrUu9cN5ZtQgaPPkDjLs+AdLZm/HNwK5LBrDcB/1mXdbnY//fdTTJifjN5EtqdbGDv2SU/df1tGHvudAVynuTXkMeU/+q679X6d3qjfh1JXsQOM0Jx77t5Wy2rIKP6zyLv7n2QDo8VNNI5huz5dCaN5xfJcQnOp2Ojsa4zt5Fmr5H1HbLx+GsaJ+8h8jalWWfqd/7s+vcCsrv6avX1y8mGaNe7zfOZ5iwvjW16DOO7a76PHLzzLWQDcuBdtEadnNbsNY31dqvfzwF9aT2/lvmkjdDGth1CHs8eSz6CdTkZzHgzfSN+D0hvH/Ju00fJR5x6gbC1yQb2dh3T2ZS+3oDkue7zwAPr666NzzWZfFadR3VM52G1Lr6axh08cl++gI4XfLUufow8v55IvSNPHg+OJoM4wxxX5nDPmYe+SgYQtxn0/ZPBzF4Q9f7kRdD8xvd5/qB61EhrPnkHdLL9rcs4R+uQx+mlGQvMvhl4WyOdSXuLNur23uTjJPPJR8LeS7YB9iD32yOGKOunkYH/PRrLlqr5OZcOj5fVdQ4gLxSfUcv8O+QUwS8DPjxEftYng2FH1G3aqPHedxmuF8yLmeYMXWQ76Nl9y95V092xvu7aE25a+1vj+z+NPO9/jLyR0XsM5+X1O+vcm6bD/tZ1NrRRnCd7++7e9XXbvjuw9wIjnA2NDBpM+zxZ1336gP2tU9t0cfuZ8QwsDj9kF6lta+U9ve7kL+17v/OAiHWdOfVg+p+1gl1KjV6TkbSBU7iQkcXeXa/e1I1H1B3qMWQ07JMd0nkdYyfm/md1X03eaRjYoCIbdJvXg8X2ZPfNH5AX7LvW/Hx6iDJak7EL3xeTjcVP153yuC5p1Z34/o2DzdZ9B42FdDwRMr6b/ZrkCed71AtFGncfBqSzOi0np5qfj3RJp5kvsifFdvV179m/i+uBdpVav+Z3SGsrau8ZasCHDNhsSl7Yfo0OJ3vyhLVl4/WG5Ann5lrffkz3wMEydb+7iPEDiC1Lx2caG3n6HBnI2IO8QD6tvvcFBjRi+/LzGeBvZAPh/Y33DiIvlLveuVyBsedqL2JsOrAgL/5Pottd4gfQaGDU7/xc8kS/UZe8NNZ9MdlIOIXGAFJk4HTYYERvvIa3NpbNIx+D6Rwcbaz7GDKAcQJweV22PY07dB3TeUatB28ljyv3IxsBQ+WJPL6s03i9PNmjaX6XelR/34/xg5BtSAZEtiW7CG84qF43/o6+tO5Pjltzd4d07s9Y188tyeDo2YwFapYnj+edAz51vcfXevMuxj93ez0dg8j1f7+t7r9fpD66Q15wfZHherE9mLFZOZ7SWH4tHY9Jfen1elCtQAb/F04hjQeTx41fU8cXqtt8zTB5qvtHb7Cw5uNqV9MhqN2X1g7kjYfmoHarkz0jh72YOYS8CHkVGZDYlOzWPem5hAl6W/XV92XJi74uwexeQGZe3z6y0ZD7Wy/YtDzjB1jcmrFHqK5niOMuYxdqc8hj5hPJ4/f/MUSgrqZxQK2HL2P8ow/XMMQNCcYeDT2fsYHeFpBtgEkDEOQNh8fTuJNf03sjObj02cC7htyuVcgBGl9S12/29riWjo+GTFS3yJtcnQOQjfV2IHtzDL2/Mb49uREZPDyxWc/Ixw4GfmeMHYN69eiVU9zflu97/XSmeJ5kgh4OU9136+f7B0Ycar8dkHbn8+QE6+5H9sab1v62OP3MeAZm+w8Ztfsh4+9070J2L7uwHqBvIKck6pLe+sD/q38vWw+uj2BskKaN60Fo0oMg+Tztv5/xaSzfmOzi9CnyxDNpg5ocyOUPZNRzucby5uinL2VA5Kymcwl5l/TEumwZ8u7iu2s5nUyHhiI5UNw5ZMPuG4w9D7sOORjdu8mgyfwOebqQvNC4Aji07/2Hkg3hQXe9FjB+4MK59ecEGnewO2zXw8jAx5nkHa/mQSbqdt84KD+TpL9U3++Pk+MVvI9uM3P07gj3giy9k9Fx5N2Vkzums3rf6+bB/hHkwbnTbBGMf8ThFWRQ7YjG/vIxJhjIc4J0es8LbkJ2vf1v8nGANerys+jQ3ZFGQI88YW1b62rv+dFT6dgtmPE9cXYj7zydRT1x1bQG9mSifWaW5ciuk50i8X3rPokMptzE2CMPp3XZNiZ4/pXxjbQzgKM65uPRZI+Q5gXn/uQd8U53Yhvl+3Zgl8ayV5M9kLbtz+Mk6RxA3pGfsIdSrZ9dt21Us7x8abK6W/fbLrPOXEoGiXuDTq1DHme/QTaqPtslnbruC8luqb1HVXrdXT9N3sk8F3hvh3T2Js8d25MB0XXIoG2vnM6iMU7NJOlsX///f1DPrfV7/AJ5LDiX7rP8bFm37zHcc9yWTcmL/y7HkuX6Xq/N1GYw2pAMhG7e2K7jyPPxheR5oNNFEXlO3JexsZHmMr6x/6Eu9ZvRzTx0RC8vjWXN2WLOGGJ/+zQtA7CRAdqu+9tlNa2V6+vm9386GTR4fce6/T4ax6S+9y+iw/m2fnYjsi25WX39FLL9dBoZWPss3Z7b34zsDfQIamCEDLj32gKfGJSnul3Xkj0nbiH30YeQj/seRx6PTqRD775eHZxg2dNqWkfRcYauum0H0LhB0KhHG5Btr1d0SGdbsj30mMbrk4bd3+o+8u9xQ+qyZjtzmHPJS+kLVJHnu98w9phAl/3t09xzkNZDGHJ2tvq53gxt60z0PdJx3yV7GnyACQaHZLj9tncO2JU8ZvYC97263ek8WT+7BXmD5dHk+eh5ZKDm/cPsb4vrz4xnYLb/kHdKXl//3qweqD5ADmD0ajLKvMkQ6X2ZnOd9oveWJiNXR3fM10H17+0Yewbp8eRdsOXoNlDMZ8kLqQ+QEbKH1OXNk+HAZ+zqAfNV5Anig+QYAkfSOOnT8bl9siH8cjLi+nzyOeZvMeQjE2Tj65C6Yz+G7C59I/VETUaLBw6wSAYXfk2doaLvvd5d+YHd2+p2vYY80byF+nxc47vfkuEHDNqMvBN8Mn0R3npQ+3Etu0GzRexGBkL+H30nBvIxj5+SJ4FB6TweOHWC5b2D83pkIK7rzBOXMdZ1bz7whFp23yO7BX+zQ572rOlMOKAT2ei+pkM6e5FBj1MYH2R7LdnYv7BLGdV1tq/7yXnAgxvL30BezHya7B46KE+tM7PU9/+j5mnQmARb1n3lDPLE+uBat46t39cHa/0dlJ+dyMDezv37BBkceyh5gdr1+7+CbADfSm1skt1Ne8HXqcxg8nDyruNDGOtG2SWd/hlVesGi+WQQeHvyblyXtEY1y0v/rDMPIRv9jyCPKSuQPbQGpfMfZA+lo8mLmRV731n9vRvdB47ch7FZfn5W69Ya9btfk7xjtUWHdJ5c01lIBrDWY6yba9Tv47IO27ZPrUeHkvvod8hj5qrkBdcr6T6zx1PJff1YxuZbfxzj97kuPbKa+8lEd9UfR7cZjHYnj+8fqL97syjNJ0dl35vuz7Y/kTyenkD2NFiJ8UHf7eh2LunfT6Y689CgfeSRtc52SevJffvJmuTFQ++iZn+67W+PJ889pzB+Jo1eIOsN5Dg6g9Lp1e0j6//dmPEXkKuSbbMu27YHeZF2BHmcPKfuKyuRx/AD6TCeSP1+vlW34QdkQO1xjfc3JC/SB23bxb39iQzyvJsMGL2ySz3sS2t78qJ4E8b3ElmTPL68nQ4zdNUyuoIMQv4GeG3XetiXzp7kueSY+j2vztgxchXy+DBwf5tkH1m5ltlW5D7Y+fvvWza3fl/PG2J/699H1iEDKrswxOxsjf1kwhnaat62osO+y9i55JVkG/SRNV9r1/f3p9t+238OuIIMIvVuHK1Kh/Nk/WzzHPADstf4Y2sd3ZwMdHQav2dx/ZnxDMzmn3pw+hNjz2qfSwYLDqDjBX5fes+gMao5GdlfWCte7wQ28JkYMjDwBsaep7uq7kAvIhtqR3XcAfYFLm28fgdwZPP/dNyuB1BHha6vf0reLe1d4D1jiDJaB/hi37KjyRPsp+gwAEpdp9cFvH8wy/3IxmbX50a3J58P25+xi8PmAEgb0W1AxF37vvstyJN07875WgwxMmwjnSvIE+g59XtfufHe3Pr+wIHoyBPhdbWcX0VeON6PelFLRlG7zDZwCWOPbizH2CMOvedAd6Qx08KAtK5m7BGaNciAy0Prz/z6euUppPP/yAus3j73gi51tJbBi+v+2pzycIVaXk+k+8wc3yNHYT6RjFI/gmw87kReNPz7wnRAOtczwcwsfZ/pciz4BdnV7l3kHaJjGeuiPq/mrUsA8dd1H3kHebLfYoLPDPzOGnW7N2jZWmT31E5jB/Sl0z+DyZm1Tvx7lhe63/1qzqhyLHmBfxrZu2o+HQfqY0SzvHDPWWfOJxv8J9KYRqtDOleSjb0V6vc3dLfdRlpfYPwsP+eRwad30vEitq771UY6J5B34G+q6fS+ty4B289TG3L1ezqffOSh0928vrTObeRpDtkeuIzh2wL9+8mWUyzr7zB2kfYUGgMcTyGtb/fqDHm388j63fVm01iLOn5Dh7RGMfPQpPsIGTzq9IgS2btn//r3C8nj5A9rmg+ry7vsb5eTwetdyQuWl/e9vwYdxpLoq9vHkz0Qf9NXt7sek75O7QlH9mj9MXmhPlRPM/JGS2/wwVXI9sm3GP+YWWueGBus+yTyxk/z7vmD637y3CHzdAt5bDqGDACv3SUvLftJr7y3rPVyqKBBXfcKxto3p5AB+3FlNERak51LlqX7o5zXNLbtibWuX8n4AW677G/9+8g55I22I6nH7SHqZP8MbW/pe3+5LvsuE88Y96O6z/R613TZb9vOAQN7q02Q1rmMPwe8lrwZ0nkA2sX9Z8YzMNt/yIjbp4A/0ojq1QPruMH6OqT1afIOxUpkD4ELyMb6ceQJepgphTYmo6dPAk5oLF9A3jXsMl3OHoyNnj6HjOZ9gyFnGajrf55s2H8IuLKx/Gn1oDjMQf4M8g7K6tQL/br8P+kYhKjf24G1vCcazPLN9e9BkerVeweJ+vrN5En5ZPLC+kvUu58D0tmUsRkqencnTqE2PGpd6DRvbCPN11LH1iAbDNfX7b268b+6Doi1HnliX1gPym8lL0B6swR0CWi9Abi+8fqsmua3GfJuA3nn/NON1xeRDZvz6DsJTSGdL5MnpGFGGn9No6z3r2W997D7SV1/HxrBMfLOxfk1T2+ke8Bub9pnZulNMdVlOqjtqNNK1ddr1e39FB3Hj2jUoaPJwM6zyEb5u8nAzJya3049aur+0huwcm5d/1PAyxpl2GWAprYZTNYnG0ZDzWDCPWdUuZlsuG9B94HHRjbLC5PPOnMuHZ77rWm8t/H6ATUfx5INvKXo1vBcirE7jCdxz1l+3lXr+KDH3oJs3J1cy3pb8k7qI8jj+ifJc+mk57iaTpDn1zdQnzkmz1P7kIHl1wzarl5a9ffbyIuF1RvvbUgeV46c5n5yYC2/feh2h3hnGmMYkYGrrwI71de70nFk75rWBxrldkutQ9uQF11v6JLOJPvJsDMP9Qaea9tHBj7m0pfek8mL/ofV3+uTF/nHkhcQXdpLzwDO7CuzTzNc76de3X7fgLrddbDmFcggz2aNZe8jL7LPo9vYVL08nUIGn3pjQZxR0/kCE/S2nCS9x9R9rDdVam/f2YG8SO7a1X0Tct/dBHg9+Vjim6mzq5AXyV22b1vGBg7u9ca9kDqgbt3GgeMb1XTeW/9eutbpp9a6fjkT9LRsK++WfaR5Lul0LUA+6nAdY+OwXUFe9O9U95mBj8w00tprgn2kN5bX5+h+fnsCjdlguOcMbV3OJVG/q2O557lkARlg+/yg/YTB54DPMPw54CjueQ7YiDz2Luxa3ovzz4xnYHH5qQe9nRqvdwW+3XHd3uiiT62V7hTyzkmvEs8jn4saOLheraC71h3oGPIC5hryJLZCPQB9tUM6m5Jd2TdjfHfEDcgTzsvodjdnr3rwWpG8g/cUxg+mdDAd5teun305Y91azyUvgE9iLFJ4GPUiYEA6r64HuhXJO1W/p96Vq+93GsyS7J77LHJAnuZznuvW7/AualBjQDobk92jN6M+ClKX70lGUZ9OxznfG+vOIaft6z1a8jbGRuffk+z18ZAh03waYyfT95Cjjr+NDE51mZHh+WT33ffU+nxSY9/5IUNMWUqemC8kgyNv7NWpWj++zgTPu02SzgUTpLNFTadLT4O5dV9rjnPyHDLK3GvEDDNg4GbkRfBhtZw+0di2b9D3jOEk6WxOnvjaZmbpOvDcmmQX+1cyvsfKTuRdv66DRi5F46Kg1vuXkyfto8npOXfumNbytTyaXZOfQO7Xy9Z87dDx+x/ZDCZkwPhT3HNGlU/ScfC5mv+HkcehnzCNWV7qOgeTFwtTnXVmbqOMeneEtyGDKk8YIh+9htWWZJB3yrP81M/uUcvio8Alfe9dRPdBtXYgA6qnkBdln6nLH17zOUzg6AF1neeQQcl5dfnaZCCqyxR8c/r2s/795H+67Cf1f+5S95VmV/mT69/fHWLfXYuxHljb0RijgbyhcDodpwVkBDMP1XQ2GdU+Utc7nDyffZLx0x1eSrfHQjZm7LG5pet+c0Rdv/PjqnX9vcnA+n9Np243tuurZID2vdSgNNktu3PAhzx/f4ocU+YMapuEDLq8g24XfKvW388kAz8fJo8lm5EXe58YIj8rMP54tmXdRz5Y68Wf6XbTZiUymLEsY8eo/chAxFJkm+UxHdKZw1hvkE0YPw3f2vX7HOa4vVLLPjLMuWR+Xf/NZAChOVDzo2v5dwrU1HXeTF6j9O8jl3TZR+pn12VsFq7e8XFKM7SRwZBTmP65ZAcywHYy0z8HbEz2qJ7yOWBx/5nxDCyOP4zN4bt7x883n81an+xSelDfZ65hwIUeeXL/GnlX8Zx6wNiAPBmfTV5kX8aAuww1nSvJOy7fY2wgpN7O3nsmfNAIrCuRAZBryWfNehexnyfvfr2M7Fa0RYcyWqN+9oGNZeswNobAfPLO7KTBlZrOT8hnjz5JHux3rHm8jGxgDxzMspbRtfUAcSF5p2Q5xo+g/pcO6axdD3Cfrt/P2eSz5OuQz7PdAPyK4brw9k5+zdGdd2f8CM+n0v0CtDeY4mY1r6vX+vFG8uJ2vy75qX+vRt49+y2Nkx95QdtpruW+feWEui0LG8vfTn1GsWM6G5ENjlMZ/yhO53QYazD2GuhBBqjOYrhGXq+s9ycbUqc380A20A7rkE4vH1OemaXve3t03TcOqPWgdwF5KvW55EHbRd4JuEewsdb17zHkbCEt/+eMum2d7jgyghlMyIuEjRtlsibZK+c6hp9RZdXG3yuRF2Vr9uVp4Cwv5MVdbyaddclj7dcYftaZA6lzmrfU0T/T/fn/Y6mDizE2PeVhDD/LzwKyIT2n/j2XvODbgzwmHAN8vGOe7l/r5oPJAO3jGXuu9Z0M0bW/US57kgGsU8m7VnuRx7xOMyvRN6r/VPcT8ri/VN+yjchef0fTuOs3qH5PsI3NNsuRXdKqZdxMq7effG+Y/YS8UO0N0Lli3Ueag+R22kfqZ19HDQ6TF7DvIs9tx5PHunfR4cYGeRH7QCYej2Jh3fc6BeoZG+9nxVo3j5pK3a5p9NoCTyXPAy+iXmzX+t1psLdGes+o++zevTKv6ZwyYL2Hke2t91ODFXX73ky2VU8nb0h1mvmgrx71j5WzNfnIyuld6mTL8pXI3g8nDdq2Rp184CR5XAh8qGN9bAYcpjM7V69OziHPc0/jnjOGdT0GLFfTWZs8jl9Ntr067yM1naXIdu1E+0nnGdr61pvyuaSutzrZXtuCDGjtzBTOATSuh8ibaecyxXPA4v4z4xlY3H5qBVyPxh3sDuu8j4ySrtFY1rwzdxy1W+6AdE4HDq9/70XeVe6NEL05GUToMp/xh6lzA5PR5dNq/g5jLIgwcH7l+vsQ8uLlJWRE8WXkxfHb68/AwQcbeeofhPJzNe1HkBfGh3RI5yOMdf8/lfEXZbuRjYcJTyZ96fwn8Mb696vqtp1FRj73IQdD6TKa/8mMnUg3JwMqH6ZewNb8DvVcKvmIxEo0GvyMb+itTQaihpo2ra771JrHC+vrZRgQsSYbsPMZPz3SWo2/N6j56VI3VySDNo+tr/euZXQZefHwKjLANGn0mzwh94JOc+p2fYSMnB81RDobMH5E/+bF9tJk0O6SQWVUP78JOe7HXMYa6OuSd4n2ZazHxqBpnLYguyE+hLyLsnvdR3qN7Y3pNjPL/cjGRy/YsBN5HHg32bA+nAzWTRrVJ6P2F5DHkSvoC8bU+nHboLJu1N2H9pcnY43ts8g5lwdt20hmMCH32fPJffYj5EXfUmSD+Lwh962HkgNivZwJ7t7W77PLLC9bk70J+stog7q/HE+3WWceyYBpw8gLmi5dyzcng4UfZfxdwkeR563e87yDZvnZqm7bOWQAeulGOpeRFyeXdvj+ezPzHEd2u92v7/t/INmIHXhnj75ZdRr7zqE1/dPrfjNpALF+vx8izyELGWu89ur2cl32E8ZfpB3e996y5PPFNw0q6/r5Tev+9JLGsuYxbgvymDTpuYQ8/nydviAEdZyEIfaRSetk3faB+0j97MNreZ7G2F3BZcm208HkhdERDBhzhbEZoz5KnS637/2VyLbOpN3LyeP/h8jgwEeBZ9blj6l1+uNd6najHD5OtlM+Rl87izzW/KJDXbpH3e57/0Ed07mA7O3yVPKYuz3ZG2ZdxqaH7tpjZaI62Rx8dBny8Y5B58lHkPv+RBexQfbsuG3QftKok/eoc7WOb0mHaWr76mOvh9fS5Hg053bdR/rq5MdoTOHYeH+zut8OOpf06uRRZO+X3rP7jybPUyd22Ucaebqwbt+VTPAIAN1maOu1AZbtW74tw51Lem2Aj9b1Nuh7f2O6nwOa5+7eOWl5sufL8XQ8BywpPzOegSX9p1b2W8iT/Pfou5tINibO7LAzrUOeVJoRxZMZe1Z/DfoGRWtJZ12yYdZ7ju2H5Ml9n7oDDDW+AXkhfinZsHs4+bztzXQcAK+m0TYI5fNqnt5dlw8aj2Bj8sKldzd2V/KA/vYht6l3h+vt9fUN1Ol3yMHxTqHb84xzajpvaSw7gTzBfoJ6Yuw/QHZI91N1/c+TJ7Q9Gu+tTF7gdJk27ym1XjUbiuvWejVwYL7GOh8mL+jOIU8y8xi7MJ5by6vTuARkg7g3hVRvYKzlyOcZ96tlt1OHdC4ie57s2Vi2BtmweS75zGSXdFpnQanvr0TH7nd1P3lp87uqv19InnhOZ0Dvjvr5z5EjFr9xgveWonZ57pDOx+p3/Umy0b91/b72JO9cLaRlqrAJyugQxmYvuZLG7CX1Mxt3LKPv13UPJANI0ff+VnR4TIURzWBCBg1eTTZmP0jOPvAixj9y1OkxFbLx8VPymHQdecxdinwEYy4ZjOwyy8v5jE1R+xDy4v5tDDE9ZV13opl5rqDx+A7dx9s4l7yQfhN5TmkOILs6eVzqMsvPFxgbx+J9ZHfQj9XvcR6NmRU6fP+9mXn2A/5Gdt3vPY++DN0H+ptsVp1er68uj/V9hezF9SzymPiixnu9QPzAPDH+Iu30WjZ79cqcbMwe0nHbdibH7Pll/ek9l/4I8vy1H5Mc/xrpnNfbHjKAtT15/m720Osy3sonGulsTR4HPsPYAJDbddlH6mebM0ZdS2O8H8bOT13O480Zoz5ABmrfQaONQ4fnv8nHCV5DHsNeR/Y0/Eyt02vRN7PCgLQuq2k8ljyOXFrT702Ztykd2mAT1e1GXZxDjjb/iAFp7Alc3Hj9S/KC7R21zg97h7m1Ttbfq9Ot50p/nXw02du3l84+wAFD1smtyEdCmnXycXQY74h7zmC2SeO9Xm+2rueSZp08jWwfvZ2xGy570qHH6QR18qb63T2of1/pkFaXdkCXAZabbYC1Gd8+XZM8D3R5JKzZBjiSRnuJsf1/4E3E+rnmuft6xmaZ2I6xc0Dnxx0W958Zz8CS/lMr7WH178fWg9k3gX3qshfR11V0krQ2oxHVJk/uH69/n0vf4w+TpNPrdr1i3860Uj0gdWpQNdY7kGy8zqOO5kte1A7zfOwGTDwI5cr1ALBhhzTmUiPjjJ38Nq1lvl9zeYe0NiEbG18EvtFYPoeMYnedleHh5EnmTPIC5uq6fEPyAj+65qmut3etP/PIuyfPJ0dj/gLZ+Lgf8OwO6TyPjKB+lGx0zh8mH4109iVPPuuTz5GdTePxDbKBvm3HtJ5R01qJbLD+Z61bb6XjM3+N7+hVZODg+kb+nk3HZ+Ia+WnOhPFM8mL6ZDrOntBYd6u+tBaSJ9pzh9nfyIuFL5F3TK8h7zrN7/tMl/man042NpevdelcctrTj/SnNyCdVer+tW3f8v3Ixu3AcQj6yujCmrdzyePBXox1yX8A3RrouzKCGUzIBuGXG69vquXzRrJx03m2mEYaTyEbG7uRF7K/b/6PDuvvQF5w7Fjr+QVkQ/RoMojYaRAz2mfmObDuN++k+7Fybxrj6pA9VT7E+MGjujwfvS55vJ1fX/+CvDt7aC2nl3bMz9o1nWaD82iyl8jZdJxWsq73aPL4sR8Z+O+fVWc9ut2N24Px55HH1nRXr69Xp9t+u2dfWf+SbOgfTR4Xhgoe1TSeTV607kMG/f8IfH6I9XerdWaD+vq8Ws7vq/Wz09g2ZEDvWMYu0q6qdfSQuu+9fIg87cuinTHqCPL4+6yO6WzYl879ybu5b6WOBTTEtq1BXpDfv7FsHtnb8+PARkPU7YvJtkBb3e4yKPJWjA2y/UzGxuxZgTzPHTqFOrlvLfup1snH1e9q/b46eRLZVuraJlmaPBb2phFt1smbqUHOjttzWX99pBGkGWLbBtXJpwxRJy9qqZMn0CHQ21h31VrGbbOYdWoHkMHCC8nHLs5lrA3Q61m9Ht16Uj2OxlSu3LMNsC5DtHPqOvuQN0h75+4/NL+H+9LPjGfgvvDD+MEHl64708VkVO3nQ6TT3016JfJO79GjqMAMMeBj33qbkBd532VsQLxOdxgnSGvKg1D2lxVjXUCfVQ8ak0bOW9JZo55s3kFGO3ekMWtExzS2JO9+vYqxbuF7Ad+ZQn72pj5Lx/jHE46jDorVMZ1jyaDD88kLyJPrQbHXha7rBci5jB9w7s00RhfuesKon/00dVAw8iT4fbJ3wAlkA3T+EGnNJU/uK5Ld435DBkoeNGR+Tmc0s6CsSzb2HkDeEfwceYFzJPA7OvbwIJ+l7d01XUBeoB3QeL/rxd5LGP8Yzz6NbXvFkHXyBWTDZaLZS940RDor07jIIHv3XEJegGxGBvIGPm/PiGYwIbs6blX/fgKNZ2HrftN5do/GeltT786Rd4tuJYOtp9NtZPeNyeP9W2p9Oqfx3gsYbqaQjWmfmadTfurnd2qU0xyycXcWGWQZdp70U8gus/9F4/hYy+1UOtzZr58/vaY15Zl56ufXpDGWEVOfVWdbai8Axu4ufo7ae4a8q9nlLuojmfwi7TX19TDB6N0YG1DvwWR36r+Qwe45g9Iiz2+fII/ZnwDOrstXrHW184w65Pn/veR59ujG8i3I40DXO7KjnDHqC2SAfVozRpFtvuPIHnR71NerkMejTuNlNdJaCJzRt2w+2UOz0/GbHI9osrr95UF1u27Hto3XKzA+YHgoHZ79nyDdPVvq5Okd6+RmZBDl6Fonz+qrk6/qup+Qd89Pa6mTJ3epk2RPte0a9XGbqdbHmsZks5i9e8g6+Z6WOjnpGEkTpPUCGo8FNZZ3bgeQ1zWTtQGuplsbYEMyCL4UY48WNNsA5zP8LGaPZOJz94fpeK5cUn6WQotcKeVfjb//WUo5kzr4DLlTdU2n9KVzB/lc6eFkN6Upi4jlyQu0hcOuW0r5IXn35DdkF3DIHWpopZTLSymX1TwtQ160TyVPpZRyV/37LDKKucoU0vk9+fzXHHIbjyRPsMOkcW0p5eRSyomllKsjYiXyTtpbhs0P2dtghYg4tLd91ZHAGhGxzWQrR1qKPJl+qZTyUfIu9h1kZP2AiHgH2aVvUDpLkyfnWyIi6lufJU+KRMTLyG74k2qkdUop5dKImEc2+HcppXyMvMP7J/Iu+0ARsWzd51YnnwE+lbwj9m3g8oh4Zof8zCUvfm4ig0aHkBej/0k2kP9KNmg6KaXcRJbNs8lAxCmllN+WUt5KNko37ZCneeTzjF+LiKVLKbeRJ/jXR8QL6/8pk6XT8D3gpRHxiojYlqzTPyYfqdoxIlYflEBEPCAiHkte0C8AfhURL298ZA7ZK2qgiNiQLIM/1v2DUsoHyKDfr8jg1h9LKRd2SGc54JsRsVzj2HshsHZEPB24u5Ty9Q7prATcWY+Nl5Hd8HtWIhsPXbZto4jYJSI2LqVcDXwoIg4gjytHlFIeAPyklPKPDnnqzerwM/KRgLc2PnK/Lnmq+dmV7A30V/JYtHNE7BwRK5CBhPUG5aemtQH5GMBfImKFUspdpZTfkOe1VYETI2LVjnl6NBkw+AnZAL248ZHeAHn/7JjOh8iA9pfI49HR9SO/pnud3JzaQKzHJ0opR5EXEEEeM+eVUr42IJ3NyAbsN+qi3jZ8Edg4Ip5C9lq4ukM6ywJ/q8fbC8iANKWUvwK3k11qBx4HIuLhEbF7RGxWSrkIuKTm42jy+LYKcHP9PlvTqnlahgzq3EHWwaNqHu4k78ptPllemvkhy2YZMjD7uFrnIYPaD2i2pSZJa1PyfHFnRMyt2/Ad8ti7fkS8rPd9dsjTDuTF4Z/I8v5y4yNrkL3FupT1DmTQYG2yfj8VOK6U8mfypsaWg/JT03pSROxItvfujogfNI79fyHPV5O2AWo6e5JB9C/1ltW6/f/qyzvIbuWtdbsep08DTo2IUyJi61oP/1TfX4MM/L+v47btFRG71LycT9bJZ5DHp16dvKVDndyTvHHwfLJr+Qpk26ZZJx9WX0+WzpMiYtdSyjfIi8TzgCf01cmNBtXJiNgD+EMp5dv1f95VSrmKfAyrc32sae0VEY+q615PntcuaXxkjZqnQXVyr4h4JBl8XJ6sk89kfJ3cqmOeem2Iz5AX/r+KiJc2PtKpHVDbDpsDV/bak7UNsC95bXEp8OcObYCDyePQf5VS7m6cM74IrFPbAGVQG6CXp4jYrublO+S5+/nU4H09d/+sy7lyiTLTkYv76g+54097BE6ycXTMNNOYU9PpfGegJZ359XfnqekmSWvoQSjb0hnR97US+TjFhiNIaw6NkXU7rtMcHGhbskva9eTdvqXJi+QfMeDONeN7KSzTl+6DyOfd/8ng2SLGpdP33inkHdpvUwfbHCKtXi+R+X2fuYbBs470jzB+P/KO0Fuody/J7pkPGCI/U54FZYLvbWPyLsFPyWDBg8hgyA+ALbvmqb5u9mLajbz7/ORB9b0vP7vW7+g9zX2f7I653oB01iLHRfgaGWB5LHkH5mrGZi8ZuF19af03eSfgORPk9W8dymgt8jGir5F3CZ/TeG+Nur/8mm6zzlzeyM9z+95fjQyWTLqPNNL6Wi2TC8lG0PxaTj8YtH7Ltn0GeFJd3rubsgoZDJo0T4xoZp6+PF1GXlQ9u/m9MfaY1qCBDHvf/9drXepNCfsR8ph2WP096bGkL52Pk8fG5nSeq9bvf2DPs5rWFWSw79/fNeMfFfxLxzxdSfYuaKYzh+zN8B1yP5l0Vh3Gz4R0bW9fYGzQv/uTPf661slv1+/mejLY0Hv06Zoh6+SVZK+zb5HHyuWp3dvJHkQD89TIz+fIwPgC8lhyDXmxdkQtp82HyNN0Z4zqff/nkfvKg8iL0fPJC7UX0WHGqL50vkYeO9Zk7Lno+eT5oEtvk94sVteQgYMNyQvga2qdP5oMKE766GtN52byGHRyf11q1O3WbeOeg2MfRB5z30geR9Ygx115/6Dt6tu2q8gg1KZkkOx64JtD1Mnetl1DBmo2qMt7PSlX61gne/m5mpxVYI1aL6+q9X1hlzpZ0/lt/Z+nMLb/9wZu3qdLfezL07VMYxazvnTezdjjHM0y6lon1yAD2M0BcXep+biQbFt0mcWsN6vaRo1lcxg/iPydDG4DrEHeAOnNLBI1nXlkAOl7dJzFrLFtGzaWbUT2hL2ma51cEn96O7/uZRExhzyZ3TGCtJYqpdw9gnSiWCFmpYh4H3kifXPJXhBExCvJk8W1ZIPt56WUQzum86aSd6x7PTvuKqXcFRHHkifbfTukM6+mc2tdtnQp5Z8R8QLyjt+xpZTDO27bPLJ3QC9Pc0rtURERveftJu2dU9NZhryL20tnP+q0QqWUzw/KS19+jmiU9Uq9fTUijiOfkR/YW6iRpzc3yumpZLe+n5GN65+XUhZ2zFOzjJYmv7e7I+JI8g7hhzqm8+ZSyu/qsnmllP+pf59IXug9d0A6p5N3yd8eEU8iy3ibUsrttRfCP8geAj+bLJ0J0noi+Zzlk0opP6rvb05e7J0xzXQ+BtxZSnnpVNOpd0IOJxv+b5zCtp1E3tUL8qL/112O333p7Fnz9IRSyk/r+4eQz35O2huqL529ajqPLqXcVsv5DuB/evV+yG0bV971Mw/s5XGIPB1PPrJ0c72bujJ58fDNIdJ5Uk1nj1LKj+v7e5IBsVM7bNuHgV+UUo6OiDeRwZUgG9QXkUHJ7Uop755iOj8nL0BPIPfbZ0wjP5eSY2esUkp58RS2bSOy58lvgRtKKRc0jwkd03lzzdO/yHEXvkJepK/Z4bjdTOctNZ3fkXcZV6pp/aNZr4bYtl45/YycKei6iNim5B3fYbZtffJi+mdk4P6P5OMv509h2/5JltHFZK+1jUopR7enMtY2q/v5ivX/70H2gNiCvIj9OXnMbe25MkE6t5KPTX6T7PXwMjKItGMp5bjJ8lTT24a8+DyMPOZ/kOxJezAZLJlbBvcSmihPTyLL59XkIH+XD6qTE6Tzh7pt/03e8X4ZGfBZf7I62VLWe5GBtkfVfF0P/Kt3bBliu5plfVAp5S8R8YhSyneHLKM/kPvXhWTQvnee/UYp5YIh0rmNLOteGb2cDLg+ZFCdrOl9GPhRKeVdkb2PnknexLqObGdeBvy9ZK/krulsQvY03JKs1+eT+8xjSikfnGI6V5GBydeR31uXnrD9ae1L1u0bge+XUr7U5Ti5RCozFLHwxx9/uv1wz5k5+qfg2om8czHpADsTpPO6vvdXISPgkw4c1yGdrchIbZeBlQal9XCya/agWUf603l9473OAxlOkM6UZkFpSeuNfe9vSkbDJ30OvEMZ9QLAk/b06VCPNiDHX5h0AELaZ3h5S/37/nSY4WWStN7H2FSo6wGP71BGg9JZnRwNfdIBnzqks0ZNp8v0m21pvan+vX7dtkG9RAblaa0ueZrkextqZp6OedqwS1qTpNPL0/LTTKeXn7XJ54wHDkLG4JmHTmjud9NI56i6fNKRxjuk8866vMvMDm1pPa2mdY/pBqeYp3fV5YOOSW3pPKOm07k3ZYc8dXqefJJ0nk7exX7DNNN5CuNni+o8Dgjts1gNO0ZCfzpX1HR6Y24MM0ZG/+DYh5K9DzodSybJ07fIYNawvTPbtm3vrvtJSzrfrensOaL8DJz1YIjv/7EjytNTutZJ2mdDO6DW74EzOw1I57k0jrcjSOcddXmXc/egbTtp2O9uSfqZ8Qz4448/k/8w8cwc32qc5F9Fh0H/WtJpzvBxCN26cLWls3ddth/dpygclKcX0q3L3KA8vZoOAxB2yM8ws6C0fW+9rtivHdH39oYRpXMwHboD189ONsPLeXSc4aVjWi8aQTr/nsJwmul8gTrw4jTS6g1od+6Itq1zngakc+4Iv7fOaQ1I5/MjTOeFQ2zbZDMPfYkBjzt1SGc+2XNhgxHk5ysM8QjdgDxdSPepU0eSpwH5+SLDzTozkhmjJklnZfIu/yjK6Mt0nAGhL83+C/VXUZ+/n2Y6h9Z0hh0Ub5SDYzfz9Iuap3NHtG1TCWZMVNajys/nhk1nkjwNNYvZJHn6/DDfP+2zoa1S992ux8m2dFau6Ww4gnS+Qn0sYwRpXTiVfXdJ+ZnxDPjjjz+Df2ifmeOHwE9HkM6N5CAvo8jPL0a4bcPMOtKfzv5kd+AfjLCMOuenQ1qjyNMot22Y739kM7yMKq3Zls5szJPbNr0fpjjLz2xPZzbmyW1rXXckF+qjSqeu9xTygro3Y8iUxpaabds229KZxXka1WxosyqdUae1pPzMeAb88cefqf2QdzHuZMhuirM9ndmYJ7etUzonkFNe7jSCMhpJWrMtndmYJ7etc1rLk4/4THc/mVXpzMY8uW0D0xjVhfpI0qnrzq+/pzU49mzbttmWzmzNUyPNZcgxIKa7n8yqdEad1uL8MxdJi6snAReVxpRKS0g6szFPbttgp5GDmF02zXRGmdZsS2eUac22dEaZ1qxKpw5mvD7w4ensJ7MtndmYJ7dtsFLKZyPi4lLK/0VOOTlwmspFmU5N6y/195TTGGWeltR0ZmueIAdfJMfKef8095NZlc6o01rcOauCtJiKEc3MMdvSmY15cts6pzWSGV5GmdZsS2c25slt65zWSGYemm3pzMY8uW2SNPsYOJAkSZIkSa2WmukMSJIkSZKk2cvAgSRJkiRJamXgQJIkSZIktTJwIEmSJEmSWhk4kCRJkiRJrQwcSJIkSZKkVv8fRNtriohxlWgAAAAASUVORK5CYII=", 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# generate color map\n", "cmap = plt.cm.tab10\n", "colors = cmap(np.arange(len(df)) % cmap.N)\n", "\n", "# column barplot\n", "columns = []\n", "for colname, hist in stan.histograms.items():\n", " fig, ax = plt.subplots(figsize=(18, 6))\n", " \n", " ax.bar(np.arange(len(hist['x'])), hist['y'], color=colors)\n", " ax.set_xticks(np.arange(len(hist['x'])))\n", " ax.set_xticklabels(hist['x'], rotation=60)\n", " ax.set_title(f\"Histogram for column {colname}\")\n", " \n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This way, it is fairly easy to understand how imbalanced the target distribution might be, along with a quick pass to search for outliers, for example.\n", "\n", "# Final thoughts\n", "\n", "Lightwood automatically tries to leverage all the information provided by a `StatisticalAnalysis` instance when generating a predictor for any given dataset and problem definition. Additionally, it is a valuable tool to explore the data as a user. \n", "\n", "Finally, be aware that you can access these insights when creating custom blocks (e.g. encoders, mixers, or analyzers) if you want, you just need to pass whatever is necessary as arguments to these blocks inside the Json AI object.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: docssrc/source/tutorials/tutorial_time_series/tutorial_time_series.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial - Time series forecasting\n", "\n", "## Introduction\n", "\n", "Time series are an ubiquitous type of data in all types of processes. Producing forecasts for them can be highly valuable in domains like retail or industrial manufacture, among many others.\n", "\n", "Lightwood supports time series forecasting (both univariate and multivariate inputs), handling many of the pain points commonly associated with setting up a manual time series predictive pipeline. \n", "\n", "In this tutorial, we will train a lightwood predictor and analyze its forecasts for the task of counting sunspots in monthly intervals.\n", "\n", "## Load data\n", "\n", "Let's begin by loading the dataset and looking at it:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:42.061703Z", "iopub.status.busy": "2022-02-03T21:30:42.060688Z", "iopub.status.idle": "2022-02-03T21:30:42.713280Z", "shell.execute_reply": "2022-02-03T21:30:42.713512Z" } }, "outputs": [ { "data": { "text/html": [ "
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2820 rows × 2 columns

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" ], "text/plain": [ " Month Sunspots\n", "0 1749-01 58.0\n", "1 1749-02 62.6\n", "2 1749-03 70.0\n", "3 1749-04 55.7\n", "4 1749-05 85.0\n", "... ... ...\n", "2815 1983-08 71.8\n", "2816 1983-09 50.3\n", "2817 1983-10 55.8\n", "2818 1983-11 33.3\n", "2819 1983-12 33.4\n", "\n", "[2820 rows x 2 columns]" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "df = pd.read_csv(\"https://raw.githubusercontent.com/mindsdb/benchmarks/main/benchmarks/datasets/monthly_sunspots/data.csv\")\n", "df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is a very simple dataset. It's got a single column that specifies the month in which the measurement was done, and then in the 'Sunspots' column we have the actual quantity we are interested in forecasting. As such, we can characterize this as a univariate time series problem.\n", "\n", "## Define the predictive task\n", "\n", "We will use Lightwood high level methods to state what we want to predict. As this is a time series task (because we want to leverage the notion of time to predict), we need to specify a set of arguments that will activate Lightwood's time series pipeline:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:42.716840Z", "iopub.status.busy": "2022-02-03T21:30:42.716452Z", "iopub.status.idle": "2022-02-03T21:30:44.062119Z", "shell.execute_reply": "2022-02-03T21:30:44.062365Z" } }, "outputs": [], "source": [ "from lightwood.api.high_level import ProblemDefinition" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:44.067039Z", "iopub.status.busy": "2022-02-03T21:30:44.066795Z", "iopub.status.idle": "2022-02-03T21:30:44.068500Z", "shell.execute_reply": "2022-02-03T21:30:44.068272Z" } }, "outputs": [], "source": [ "tss = {'horizon': 6, # the predictor will learn to forecast what the next semester counts will look like (6 data points at monthly intervals -> 6 months)\n", " 'order_by': 'Month', # what column is used to order the entire datset\n", " 'window': 12 # how many past values to consider for emitting predictions\n", " }\n", "\n", "pdef = ProblemDefinition.from_dict({'target': 'Sunspots', # specify the column to forecast\n", " 'timeseries_settings': tss # pass along all time series specific parameters\n", " })" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, let's do a very simple train-test split, leaving 10% of the data to check the forecasts that our predictor will produce:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:44.071410Z", "iopub.status.busy": "2022-02-03T21:30:44.071096Z", "iopub.status.idle": "2022-02-03T21:30:44.072600Z", "shell.execute_reply": "2022-02-03T21:30:44.072795Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2538, 2) (282, 2)\n" ] } ], "source": [ "cutoff = int(len(df)*0.9)\n", "\n", "train = df[:cutoff]\n", "test = df[cutoff:]\n", "\n", "print(train.shape, test.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generate the predictor object\n", "\n", "Now, we can generate code for a machine learning model by using our problem definition and the data:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:44.075502Z", "iopub.status.busy": "2022-02-03T21:30:44.075224Z", "iopub.status.idle": "2022-02-03T21:30:44.594167Z", "shell.execute_reply": "2022-02-03T21:30:44.594411Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001B[32mINFO:lightwood-1463050:Dropping features: []\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Analyzing a sample of 2467\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:from a total population of 2820, this is equivalent to 87.5% of your data.\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Using 7 processes to deduct types.\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Infering type for: Sunspots\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Infering type for: Month\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Column Sunspots has data type float\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Column Month has data type date\u001B[0m\n", "/home/george/lightwood/lightwood/helpers/text.py:242: RuntimeWarning: invalid value encountered in double_scalars\n", " randomness_per_index.append(S / np.log(N))\n", "\u001B[32mINFO:lightwood-1463050:Starting statistical analysis\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Finished statistical analysis\u001B[0m\n" ] } ], "source": [ "from lightwood.api.high_level import (\n", " json_ai_from_problem,\n", " code_from_json_ai,\n", " predictor_from_code\n", ")\n", "\n", "json_ai = json_ai_from_problem(df, problem_definition=pdef)\n", "code = code_from_json_ai(json_ai)\n", "predictor = predictor_from_code(code)\n", "\n", "# uncomment this to see the generated code:\n", "# print(code)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Train\n", "\n", "Okay, everything is ready now for our predictor to learn based on the training data we will provide.\n", "\n", "Internally, lightwood cleans and reshapes the data, featurizes measurements and timestamps, and comes up with a handful of different models that will be evaluated to keep the one that produces the best forecasts.\n", "\n", "Let's train the predictor. This should take a couple of minutes, at most:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:30:44.596936Z", "iopub.status.busy": "2022-02-03T21:30:44.596673Z", "iopub.status.idle": "2022-02-03T21:35:48.728284Z", "shell.execute_reply": "2022-02-03T21:35:48.729066Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001B[32mINFO:lightwood-1463050:Dropping features: []\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Performing statistical analysis on data\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Starting statistical analysis\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Finished statistical analysis\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `analyze_data` runtime: 0.06 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Cleaning the data\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Transforming timeseries data\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Using 7 processes to reshape.\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `preprocess` runtime: 4.57 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Splitting the data into train/test\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `split` runtime: 0.0 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Preparing the encoders\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Encoder prepping dict length of: 1\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Done running for: Sunspots\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `prepare` runtime: 0.16 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Featurizing the data\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `featurize` runtime: 0.0 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Training the mixers\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "[LightGBM] [Fatal] GPU Tree Learner was not enabled in this build.\n", "Please recompile with CMake option -DUSE_GPU=1\n", "\u001B[33mWARNING:lightwood-1463050:LightGBM running on CPU, this somewhat slower than the GPU version, consider using a GPU instead\u001B[0m\n", "[LightGBM] [Fatal] GPU Tree Learner was not enabled in this build.\n", "Please recompile with CMake option -DUSE_GPU=1\n", "\u001B[33mWARNING:lightwood-1463050:LightGBM running on CPU, this somewhat slower than the GPU version, consider using a GPU instead\u001B[0m\n", "[LightGBM] [Fatal] GPU Tree Learner was not enabled in this build.\n", "Please recompile with CMake option -DUSE_GPU=1\n", "\u001B[33mWARNING:lightwood-1463050:LightGBM running on CPU, this somewhat slower than the GPU version, consider using a GPU instead\u001B[0m\n", "[LightGBM] [Fatal] GPU Tree Learner was not enabled in this build.\n", "Please recompile with CMake option -DUSE_GPU=1\n", "\u001B[33mWARNING:lightwood-1463050:LightGBM running on CPU, this somewhat slower than the GPU version, consider using a GPU instead\u001B[0m\n", "[LightGBM] [Fatal] GPU Tree Learner was not enabled in this build.\n", "Please recompile with CMake option -DUSE_GPU=1\n", "\u001B[33mWARNING:lightwood-1463050:LightGBM running on CPU, this somewhat slower than the GPU version, consider using a GPU instead\u001B[0m\n", "[LightGBM] [Fatal] GPU Tree Learner was not enabled in this build.\n", "Please recompile with CMake option -DUSE_GPU=1\n", "\u001B[33mWARNING:lightwood-1463050:LightGBM running on CPU, this somewhat slower than the GPU version, consider using a GPU instead\u001B[0m\n", "torch.cuda.amp.GradScaler is enabled, but CUDA is not available. Disabling.\n", "This overload of addcmul_ is deprecated:\n", "\taddcmul_(Number value, Tensor tensor1, Tensor tensor2)\n", "Consider using one of the following signatures instead:\n", "\taddcmul_(Tensor tensor1, Tensor tensor2, *, Number value) (Triggered internally at ../torch/csrc/utils/python_arg_parser.cpp:1025.)\n", "\u001B[32mINFO:lightwood-1463050:Loss of 0.5444552898406982 with learning rate 0.0001\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss of 0.6546932458877563 with learning rate 0.00014\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Found learning rate of: 0.0001\u001B[0m\n", "torch.cuda.amp.GradScaler is enabled, but CUDA is not available. Disabling.\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 1: 0.5853886306285858\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 2: 0.580808088183403\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 3: 0.5753300935029984\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 4: 0.5690591186285019\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 5: 0.562119647860527\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 6: 0.5546740740537643\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 7: 0.541803777217865\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 8: 0.5331597924232483\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 9: 0.5242291688919067\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 10: 0.5150940418243408\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 11: 0.5058085471391678\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 12: 0.4964483380317688\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 13: 0.48120442032814026\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 14: 0.47158895432949066\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 15: 0.4620226323604584\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 16: 0.45251402258872986\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 17: 0.443060502409935\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 18: 0.4337444603443146\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 19: 0.4190395623445511\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 20: 0.4099678099155426\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 21: 0.40111230313777924\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 22: 0.39240410923957825\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 23: 0.38385041058063507\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 24: 0.3755306005477905\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 25: 0.36262111365795135\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 26: 0.3549261763691902\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 27: 0.34744693338871\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 28: 0.3402143120765686\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 29: 0.3331300914287567\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 30: 0.3263566195964813\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 31: 0.3160539045929909\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 32: 0.3099663704633713\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 33: 0.30408596247434616\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 34: 0.2983786165714264\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 35: 0.2929398939013481\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 36: 0.2877756729722023\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 37: 0.27998822927474976\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 38: 0.2754269316792488\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 39: 0.2710350602865219\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 40: 0.2668045908212662\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 41: 0.26270343363285065\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 42: 0.25884169340133667\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 43: 0.2531554400920868\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 44: 0.2498394474387169\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 45: 0.24671050906181335\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 46: 0.2437400370836258\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 47: 0.24087387323379517\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 48: 0.2383270114660263\u001B[0m\n", 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epoch 84: 0.19728951901197433\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 85: 0.1969028115272522\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 86: 0.1966378539800644\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 87: 0.19641628861427307\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 88: 0.19617554545402527\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 89: 0.19594408571720123\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 90: 0.1957668662071228\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 91: 0.1955953910946846\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 92: 0.19542814046144485\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 93: 0.1952785775065422\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 94: 0.19511037319898605\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 95: 0.1948755457997322\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 96: 0.19469106197357178\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 97: 0.19448262453079224\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 98: 0.1942855715751648\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 99: 0.19409507513046265\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 100: 0.19389601796865463\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 101: 0.1936223953962326\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 102: 0.19342924654483795\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 103: 0.1932876631617546\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 104: 0.19316721707582474\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 105: 0.1929512768983841\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 106: 0.19277466088533401\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 107: 0.1925048530101776\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 108: 0.19230249524116516\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 109: 0.1921129897236824\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 110: 0.19201530516147614\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 111: 0.19181131571531296\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 112: 0.19155265390872955\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 113: 0.19127685576677322\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 114: 0.19108089804649353\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 115: 0.19087017327547073\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 116: 0.19084925204515457\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 117: 0.19071821868419647\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 118: 0.19043069332838058\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 119: 0.190192811191082\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 120: 0.18999629467725754\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 121: 0.18975628912448883\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 122: 0.18985112756490707\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 123: 0.18978626281023026\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 124: 0.18951784074306488\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 125: 0.18934376537799835\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 126: 0.18920215219259262\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 127: 0.18899983167648315\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 128: 0.18885128945112228\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 129: 0.18866226822137833\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 130: 0.18846739828586578\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 131: 0.18824516981840134\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 132: 0.18805904686450958\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 133: 0.18798783421516418\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 134: 0.18805307894945145\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 135: 0.1877892017364502\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 136: 0.18759506195783615\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 137: 0.1873171478509903\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 138: 0.18714189529418945\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 139: 0.18690240383148193\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 140: 0.1871059089899063\u001B[0m\n", "torch.cuda.amp.GradScaler is enabled, but CUDA is not available. Disabling.\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 1: 0.14333829283714294\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 2: 0.14343232661485672\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 3: 0.14535161988301712\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 4: 0.14517992734909058\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 5: 0.14617340131239456\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Started fitting LGBM models for array prediction\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Started fitting LGBM model\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:A single GBM iteration takes 0.1 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Training GBM () with 38015 iterations given 4751.937255382538 seconds constraint\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Lightgbm model contains 26 weak estimators\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1.5 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 27 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Started fitting LGBM model\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:A single GBM iteration takes 0.1 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Training GBM () with 38015 iterations given 4751.935502767563 seconds constraint\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Lightgbm model contains 23 weak estimators\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 24 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Started fitting LGBM model\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:A single GBM iteration takes 0.1 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Training GBM () with 38015 iterations given 4751.924700498581 seconds constraint\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Lightgbm model contains 23 weak estimators\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 24 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Started fitting LGBM model\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:A single GBM iteration takes 0.1 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Training GBM () with 38015 iterations given 4751.931957960129 seconds constraint\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Lightgbm model contains 20 weak estimators\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 21 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Started fitting LGBM model\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:A single GBM iteration takes 0.1 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Training GBM () with 38015 iterations given 4751.932721853256 seconds constraint\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Lightgbm model contains 15 weak estimators\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 16 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Started fitting LGBM model\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:A single GBM iteration takes 0.1 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Training GBM () with 38015 iterations given 4751.939363241196 seconds constraint\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Lightgbm model contains 19 weak estimators\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 20 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Started fitting sktime forecaster for array prediction\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Ensembling the mixer\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Mixer: Neural got accuracy: 0.5134282507923681\u001B[0m\n", "\u001B[33mWARNING:lightwood-1463050:This model does not output probability estimates\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Mixer: LightGBMArray got accuracy: 0.453306526262744\u001B[0m\n", "\u001B[33mWARNING:lightwood-1463050:This mixer does not output probability estimates\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Mixer: SkTime got accuracy: 0.214814641323111\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Picked best mixer: Neural\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `fit` runtime: 199.32 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Analyzing the ensemble of mixers\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:The block ICP is now running its analyze() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:The block AccStats is now running its analyze() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:The block ConfStats is now running its analyze() method\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `analyze_ensemble` runtime: 0.17 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Adjustment on validation requested.\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating the mixers\u001B[0m\n", "torch.cuda.amp.GradScaler is enabled, but CUDA is not available. Disabling.\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 1: 0.1468940774599711\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 2: 0.14706196015079817\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 3: 0.1463029384613037\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 4: 0.14618245512247086\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Loss @ epoch 5: 0.14700218041737875\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating array of LGBM models...\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1.5 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 28 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 25 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 25 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 22 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 17 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Updating lightgbm model with 1 iterations\u001B[0m\n", "Found `num_iterations` in params. Will use it instead of argument\n", "'verbose_eval' argument is deprecated and will be removed in a future release of LightGBM. Pass 'log_evaluation()' callback via 'callbacks' argument instead.\n", "\u001B[32mINFO:lightwood-1463050:Model now has a total of 21 weak estimators\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:Started fitting sktime forecaster for array prediction\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `adjust` runtime: 99.83 seconds\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `learn` runtime: 304.13 seconds\u001B[0m\n" ] } ], "source": [ "predictor.learn(train)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Predict\n", "\n", "Once the predictor has trained, we can use it to generate 6-month forecasts for each of the test set data points:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:35:48.733110Z", "iopub.status.busy": "2022-02-03T21:35:48.732075Z", "iopub.status.idle": "2022-02-03T21:35:50.012057Z", "shell.execute_reply": "2022-02-03T21:35:50.012257Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "\u001B[32mINFO:lightwood-1463050:Dropping features: []\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Cleaning the data\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Transforming timeseries data\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `preprocess` runtime: 0.6 seconds\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:Featurizing the data\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `featurize` runtime: 0.0 seconds\u001B[0m\n", "\n", "A value is trying to be set on a copy of a slice from a DataFrame\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", "\u001B[32mINFO:lightwood-1463050:The block ICP is now running its explain() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:The block AccStats is now running its explain() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:AccStats.explain() has not been implemented, no modifications will be done to the data insights.\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:The block ConfStats is now running its explain() method\u001B[0m\n", "\u001B[32mINFO:lightwood-1463050:ConfStats.explain() has not been implemented, no modifications will be done to the data insights.\u001B[0m\n", "\u001B[37mDEBUG:lightwood-1463050: `predict` runtime: 1.28 seconds\u001B[0m\n" ] } ], "source": [ "forecasts = predictor.predict(test)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's check how a single row might look:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:35:50.018931Z", "iopub.status.busy": "2022-02-03T21:35:50.018666Z", "iopub.status.idle": "2022-02-03T21:35:50.020247Z", "shell.execute_reply": "2022-02-03T21:35:50.020447Z" } }, "outputs": [ { "data": { "text/html": [ "
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original_indexpredictionorder_Monthconfidencelowerupper
1010[61.11207832080158, 64.44474264897164, 68.6603...[-273456000.0, -270777600.0, -268099200.0, -26...[0.63, 0.63, 0.63, 0.63, 0.63, 0.63][48.04368768400762, 49.169785310207516, 51.498...[74.18046895759554, 79.71969998773577, 85.8225...
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" ], "text/plain": [ " original_index prediction \\\n", "10 10 [61.11207832080158, 64.44474264897164, 68.6603... \n", "\n", " order_Month \\\n", "10 [-273456000.0, -270777600.0, -268099200.0, -26... \n", "\n", " confidence \\\n", "10 [0.63, 0.63, 0.63, 0.63, 0.63, 0.63] \n", "\n", " lower \\\n", "10 [48.04368768400762, 49.169785310207516, 51.498... \n", "\n", " upper \n", "10 [74.18046895759554, 79.71969998773577, 85.8225... " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "forecasts.iloc[[10]]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You'll note that the point `prediction` has associated `lower` and `upper` bounds that are a function of the estimated `confidence` the model has on its own output. Apart from this, `order_Month` yields the timestamps of each prediction, the `anomaly` tag will let you know if the observed value falls outside of the predicted region. \n", "\n", "\n", "## Visualizing a forecast\n", "\n", "Okay, time series are much easier to appreciate through plots. Let's make one:\n", "\n", "NOTE: We will use `matplotlib` to generate a simple plot of these forecasts. If you want to run this notebook locally, you will need to `pip install matplotlib` for the following code to work." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:35:50.022650Z", "iopub.status.busy": "2022-02-03T21:35:50.022397Z", "iopub.status.idle": "2022-02-03T21:35:50.023535Z", "shell.execute_reply": "2022-02-03T21:35:50.023734Z" } }, "outputs": [], "source": [ "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:35:50.029750Z", "iopub.status.busy": "2022-02-03T21:35:50.028965Z", "iopub.status.idle": "2022-02-03T21:35:50.164553Z", "shell.execute_reply": "2022-02-03T21:35:50.164272Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 8))\n", "plt.plot([None for _ in range(forecasts.shape[0])] + forecasts.iloc[-1]['prediction'], color='purple', label='point prediction')\n", "plt.plot([None for _ in range(forecasts.shape[0])] + forecasts.iloc[-1]['lower'], color='grey')\n", "plt.plot([None for _ in range(forecasts.shape[0])] + forecasts.iloc[-1]['upper'], color='grey')\n", "plt.xlabel('timestep')\n", "plt.ylabel('# sunspots')\n", "plt.title(\"Forecasted amount of sunspots for the next semester\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "In this tutorial, we have gone through how you can train a machine learning model with Lightwood to produce forecasts for a univariate time series task.\n", "\n", "There are additional parameters to further customize your timeseries settings and/or prediction insights, so be sure to check the rest of the documentation." ] } ], "metadata": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: docssrc/source/tutorials/tutorial_update_models/tutorial_update_models.ipynb ================================================ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction\n", "\n", "In this tutorial, we will go through an example to update a preexisting model. This might be useful when you come across additional data that you would want to consider, without having to train a model from scratch.\n", "\n", "The main abstraction that Lightwood offers for this is the `BaseMixer.partial_fit()` method. To call it, you need to pass new training data and a held-out dev subset for internal mixer usage (e.g. early stopping). If you are using an aggregate ensemble, it's likely you will want to do this for every single mixer. The convienient `PredictorInterface.adjust()` does this automatically for you.\n", "\n", "\n", "# Initial model training\n", "\n", "First, let's train a Lightwood predictor for the `concrete strength` dataset:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:00.165415Z", "iopub.status.busy": "2022-02-03T21:37:00.162675Z", "iopub.status.idle": "2022-02-03T21:37:01.662017Z", "shell.execute_reply": "2022-02-03T21:37:01.661734Z" } }, "outputs": [], "source": [ "from lightwood.api.high_level import ProblemDefinition, json_ai_from_problem, predictor_from_json_ai\n", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:01.667686Z", "iopub.status.busy": "2022-02-03T21:37:01.667184Z", "iopub.status.idle": "2022-02-03T21:37:02.119149Z", "shell.execute_reply": "2022-02-03T21:37:02.119360Z" } }, "outputs": [], "source": [ "# Load data\n", "df = pd.read_csv('https://raw.githubusercontent.com/mindsdb/lightwood/main/tests/data/concrete_strength.csv')\n", "\n", "df = df.sample(frac=1, random_state=1)\n", "train_df = df[:int(0.1*len(df))]\n", "update_df = df[int(0.1*len(df)):int(0.8*len(df))]\n", "test_df = df[int(0.8*len(df)):]\n", "\n", "print(f'Train dataframe shape: {train_df.shape}')\n", "print(f'Update dataframe shape: {update_df.shape}')\n", "print(f'Test dataframe shape: {test_df.shape}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we have three different data splits.\n", "\n", "We will use the `training` split for the initial model training. As you can see, it's only a 20% of the total data we have. The `update` split will be used as training data to adjust/update our model. Finally, the held out `test` set will give us a rough idea of the impact our updating procedure has on the model's predictive capabilities." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:02.127733Z", "iopub.status.busy": "2022-02-03T21:37:02.127014Z", "iopub.status.idle": "2022-02-03T21:37:03.844198Z", "shell.execute_reply": "2022-02-03T21:37:03.844535Z" }, "scrolled": true }, "outputs": [], "source": [ "# Define predictive task and predictor\n", "target = 'concrete_strength'\n", "pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 200})\n", "jai = json_ai_from_problem(df, pdef)\n", "\n", "# We will keep the architecture simple: a single neural mixer, and a `BestOf` ensemble:\n", "jai.model = {\n", " \"module\": \"BestOf\",\n", " \"args\": {\n", " \"args\": \"$pred_args\",\n", " \"accuracy_functions\": \"$accuracy_functions\",\n", " \"submodels\": [{\n", " \"module\": \"Neural\",\n", " \"args\": {\n", " \"fit_on_dev\": False,\n", " \"stop_after\": \"$problem_definition.seconds_per_mixer\",\n", " \"search_hyperparameters\": False,\n", " }\n", " }]\n", " }\n", "}\n", "\n", "# Build and train the predictor\n", "predictor = predictor_from_json_ai(jai)\n", "predictor.learn(train_df)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:03.847598Z", "iopub.status.busy": "2022-02-03T21:37:03.847289Z", "iopub.status.idle": "2022-02-03T21:37:04.523990Z", "shell.execute_reply": "2022-02-03T21:37:04.524205Z" } }, "outputs": [], "source": [ "# Train and get predictions for the held out test set\n", "predictions = predictor.predict(test_df)\n", "predictions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Updating the predictor\n", "\n", "For this, we have two options:\n", "\n", "### `BaseMixer.partial_fit()`\n", "\n", "Updates a single mixer. You need to pass the new data wrapped in `EncodedDs` objects.\n", "\n", "**Arguments:** \n", "* `train_data: EncodedDs`\n", "* `dev_data: EncodedDs`\n", "* `adjust_args: Optional[dict]` - This will contain any arguments needed by the mixer to adjust new data.\n", "\n", "If the mixer does not need a `dev_data` partition, pass a dummy:\n", "\n", "```\n", "dev_data = EncodedDs(predictor.encoders, pd.DataFrame(), predictor.target)\n", "```\n", "\n", "### `PredictorInterface.adjust()`\n", "\n", "Updates all mixers inside the predictor by calling their respective `partial_fit()` methods. Any `adjust_args` will be transparently passed as well.\n", "\n", "**Arguments:**\n", "\n", "* `new_data: pd.DataFrame`\n", "* `old_data: Optional[pd.DataFrame]`\n", "* `adjust_args: Optional[dict]`\n", "\n", "Let's `adjust` our predictor:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:04.526944Z", "iopub.status.busy": "2022-02-03T21:37:04.526669Z", "iopub.status.idle": "2022-02-03T21:37:07.178437Z", "shell.execute_reply": "2022-02-03T21:37:07.178165Z" } }, "outputs": [], "source": [ "predictor.adjust(update_df, train_df) # data to adjust and original data" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:07.180613Z", "iopub.status.busy": "2022-02-03T21:37:07.180290Z", "iopub.status.idle": "2022-02-03T21:37:07.835835Z", "shell.execute_reply": "2022-02-03T21:37:07.835624Z" } }, "outputs": [], "source": [ "new_predictions = predictor.predict(test_df)\n", "new_predictions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nice! Our predictor was updated, and new predictions are looking good. Let's compare the old and new accuracies to complete the experiment:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": { "iopub.execute_input": "2022-02-03T21:37:07.839476Z", "iopub.status.busy": "2022-02-03T21:37:07.839213Z", "iopub.status.idle": "2022-02-03T21:37:07.840530Z", "shell.execute_reply": "2022-02-03T21:37:07.840741Z" } }, "outputs": [], "source": [ "from sklearn.metrics import r2_score\n", "import numpy as np\n", "\n", "old_acc = r2_score(test_df['concrete_strength'], predictions['prediction'])\n", "new_acc = r2_score(test_df['concrete_strength'], new_predictions['prediction'])\n", "\n", "print(f'Old Accuracy: {round(old_acc, 3)}\\nNew Accuracy: {round(new_acc, 3)}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "We have gone through a simple example of how Lightwood predictors can leverage newly acquired data to improve their predictions. The interface for doing so is fairly simple, requiring only some new data and a single call to update.\n", "\n", "You can further customize the logic for updating your mixers by modifying the `partial_fit()` methods in them." ] } ], "metadata": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.14" } }, "nbformat": 4, "nbformat_minor": 4 } ================================================ FILE: docssrc/source/tutorials.rst ================================================ :mod:`Tutorials` ========================== .. toctree:: :maxdepth: 1 :caption: Table of Contents: | `Construct a custom preprocessor to clean your data `_ | `Make your own train and test split `_ | `Create your own encoder `_ | `Design a custom mixer model `_ | `Use your own model explainer `_ | `Solve a timeseries problem `_ | `Using lightwood for data analysis `_ | `Update existing mixers with new data `_ ================================================ FILE: lightwood/__about__.py ================================================ __title__ = 'lightwood' __package_name__ = 'lightwood' __version__ = '25.12.1.0' __description__ = "Lightwood is a toolkit for automatic machine learning model building" __email__ = "community@mindsdb.com" __author__ = 'MindsDB Inc' __github__ = 'https://github.com/mindsdb/lightwood' __pypi__ = 'https://pypi.org/project/lightwood' __license__ = 'GPL-3.0' __copyright__ = 'Copyright 2019- mindsdb' ================================================ FILE: lightwood/__init__.py ================================================ import os import logging logging.getLogger('matplotlib').setLevel(level=logging.WARNING) from lightwood.api import __all__ as api_all_list from lightwood.api import * # noqa from lightwood import data from lightwood.__about__ import __package_name__ as name, __version__ os.environ['TOKENIZERS_PARALLELISM'] = 'true' __all__ = ['data', 'name', '__version__', *api_all_list] ================================================ FILE: lightwood/analysis/__init__.py ================================================ # Phases from lightwood.analysis.analyze import model_analyzer from lightwood.analysis.explain import explain # Base blocks from lightwood.analysis.base import BaseAnalysisBlock from lightwood.analysis.nc.calibrate import ICP from lightwood.analysis.helpers.acc_stats import AccStats from lightwood.analysis.helpers.conf_stats import ConfStats from lightwood.analysis.nn_conf.temp_scale import TempScaler from lightwood.analysis.helpers.feature_importance import PermutationFeatureImportance # Blocks with extra requirements try: from lightwood.analysis.helpers.shap import ShapleyValues from lightwood.analysis.helpers.pyod import PyOD except Exception: ShapleyValues = None PyOD = None __all__ = ['model_analyzer', 'explain', 'BaseAnalysisBlock', 'TempScaler', 'PyOD', 'ICP', 'AccStats', 'ConfStats', 'PermutationFeatureImportance', 'ShapleyValues'] ================================================ FILE: lightwood/analysis/analyze.py ================================================ from typing import Dict, List, Tuple, Optional import numpy as np from dataprep_ml import StatisticalAnalysis from lightwood.helpers.log import log from type_infer.dtype import dtype from lightwood.ensemble import BaseEnsemble from lightwood.analysis.base import BaseAnalysisBlock from lightwood.data.encoded_ds import EncodedDs from lightwood.encoder.text.pretrained import PretrainedLangEncoder from lightwood.api.types import ModelAnalysis, ProblemDefinition, PredictionArguments def model_analyzer( predictor: BaseEnsemble, data: EncodedDs, train_data: EncodedDs, stats_info: StatisticalAnalysis, target: str, pdef: ProblemDefinition, dtype_dict: Dict[str, str], accuracy_functions, ts_analysis: Dict, analysis_blocks: Optional[List[BaseAnalysisBlock]] = [] ) -> Tuple[ModelAnalysis, Dict[str, object]]: """ Analyses model on a validation subset to evaluate accuracy, estimate feature importance and generate a calibration model to estimating confidence in future predictions. Additionally, any user-specified analysis blocks (see class `BaseAnalysisBlock`) are also called here. :return: runtime_analyzer: This dictionary object gets populated in a sequential fashion with data generated from any `.analyze()` block call. This dictionary object is stored in the predictor itself, and used when calling the `.explain()` method of all analysis blocks when generating predictions. model_analysis: `ModelAnalysis` object that contains core analysis metrics, not necessarily needed when predicting. """ runtime_analyzer = {} data_type = dtype_dict[target] tss = pdef.timeseries_settings # retrieve encoded data representations encoded_train_data = train_data encoded_val_data = data data = encoded_val_data.data_frame input_cols = list([col for col in data.columns if col != target]) if not pdef.embedding_only: # predictive task is_numerical = data_type in (dtype.integer, dtype.float, dtype.num_tsarray, dtype.quantity) is_classification = data_type in (dtype.categorical, dtype.binary, dtype.cat_tsarray) is_multi_ts = tss.is_timeseries and tss.horizon > 1 has_pretrained_text_enc = any([isinstance(enc, PretrainedLangEncoder) for enc in encoded_train_data.encoders.values()]) # raw predictions for validation dataset args = {} if not is_classification else {"predict_proba": True} normal_predictions = None if len(analysis_blocks) > 0: if tss.is_timeseries: # we retrieve the first entry per group (closest to supervision cutoff) if tss.group_by: encoded_val_data.data_frame['__mdb_val_idx'] = np.arange(len(encoded_val_data)) idxs = encoded_val_data.data_frame.groupby(by=tss.group_by).first()['__mdb_val_idx'].values encoded_val_data.data_frame = encoded_val_data.data_frame.iloc[idxs, :] if encoded_val_data.cache_built: encoded_val_data.X_cache = encoded_val_data.X_cache[idxs, :] encoded_val_data.Y_cache = encoded_val_data.Y_cache[idxs, :] normal_predictions = predictor(encoded_val_data, args=PredictionArguments.from_dict(args)) normal_predictions = normal_predictions.set_index(encoded_val_data.data_frame.index) # ------------------------- # # Run analysis blocks, both core and user-defined # ------------------------- # kwargs = { 'predictor': predictor, 'target': target, 'input_cols': input_cols, 'dtype_dict': dtype_dict, 'normal_predictions': normal_predictions, 'data': encoded_val_data.data_frame, 'train_data': train_data, 'encoded_val_data': encoded_val_data, 'is_classification': is_classification, 'is_numerical': is_numerical, 'is_multi_ts': is_multi_ts, 'stats_info': stats_info, 'tss': tss, 'ts_analysis': ts_analysis, 'accuracy_functions': accuracy_functions, 'has_pretrained_text_enc': has_pretrained_text_enc } for block in analysis_blocks: log.info("The block %s is now running its analyze() method", block.__class__.__name__) runtime_analyzer = block.analyze(runtime_analyzer, **kwargs) # ------------------------- # # Populate ModelAnalysis object # ------------------------- # model_analysis = ModelAnalysis( accuracies=runtime_analyzer.get('score_dict', {}), accuracy_histogram=runtime_analyzer.get('acc_histogram', {}), accuracy_samples=runtime_analyzer.get('acc_samples', {}), train_sample_size=len(encoded_train_data), test_sample_size=len(encoded_val_data), confusion_matrix=runtime_analyzer.get('cm', []), column_importances=runtime_analyzer.get('column_importances', {}), histograms=stats_info.histograms, dtypes=dtype_dict, submodel_data=predictor.submodel_data ) return model_analysis, runtime_analyzer ================================================ FILE: lightwood/analysis/base.py ================================================ from typing import Tuple, Dict, Optional import pandas as pd from lightwood.helpers.log import log class BaseAnalysisBlock: """Class to be inherited by any analysis/explainer block.""" def __init__(self, deps: Optional[Tuple] = () ): self.dependencies = deps # can be parallelized when there are no dependencies @TODO enforce def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]: """ This method should be called once during the analysis phase, or not called at all. It computes any information that the block may either output to the model analysis object, or use at inference time when `.explain()` is called (in this case, make sure all needed objects are added to the runtime analyzer so that `.explain()` can access them). :param info: Dictionary where any new information or objects are added. The next analysis block will use the output of the previous block as a starting point. :param kwargs: Dictionary with named variables from either the core analysis or the rest of the prediction pipeline. """ log.info(f"{self.__class__.__name__}.analyze() has not been implemented, no modifications will be done to the model analysis.") # noqa return info def explain(self, row_insights: pd.DataFrame, global_insights: Dict[str, object], **kwargs) -> Tuple[pd.DataFrame, Dict[str, object]]: """ This method should be called once during the explaining phase at inference time, or not called at all. Additional explanations can be at an instance level (row-wise) or global. For the former, return a data frame with any new insights. For the latter, a dictionary is required. :param row_insights: dataframe with previously computed row-level explanations. :param global_insights: dict() with any explanations that concern all predicted instances or the model itself. :returns: - row_insights: modified input dataframe with any new row insights added here. - global_insights: dict() with any explanations that concern all predicted instances or the model itself. """ log.info(f"{self.__class__.__name__}.explain() has not been implemented, no modifications will be done to the data insights.") # noqa return row_insights, global_insights ================================================ FILE: lightwood/analysis/explain.py ================================================ from typing import Optional, List, Dict import torch import pandas as pd from dataprep_ml import StatisticalAnalysis from lightwood.helpers.log import log, timed from lightwood.api.types import ProblemDefinition, PredictionArguments from lightwood.helpers.ts import get_inferred_timestamps from lightwood.analysis.base import BaseAnalysisBlock @timed def explain(data: pd.DataFrame, encoded_data: torch.Tensor, predictions: pd.DataFrame, target_name: str, target_dtype: str, problem_definition: ProblemDefinition, stat_analysis: StatisticalAnalysis, pred_args: PredictionArguments, runtime_analysis: Dict, explainer_blocks: Optional[List[BaseAnalysisBlock]] = [], ts_analysis: Optional[Dict] = {} ): """ This procedure runs at the end of every normal `.predict()` call. Its goal is to generate prediction insights, potentially using information generated at the model analysis stage (e.g. confidence estimation). As in `analysis()`, any user-specified analysis blocks (see class `BaseAnalysisBlock`) are also called here. :return: row_insights: a DataFrame containing predictions and all generated insights at a row-level. """ # ------------------------- # # Setup base insights # ------------------------- # predictions = predictions.reset_index(drop=True) data = data.reset_index(drop=True) tss = problem_definition.timeseries_settings row_insights = pd.DataFrame() global_insights = {} def _reformat_ts_columns(tss, out_df, in_df): if tss.is_timeseries: if tss.group_by: for col in tss.group_by: out_df[f'group_{col}'] = in_df[col] out_df[f'order_{tss.order_by}'] = in_df[tss.order_by] out_df[f'order_{tss.order_by}'] = get_inferred_timestamps( out_df, tss.order_by, ts_analysis['deltas'], tss, stat_analysis, time_format=pred_args.time_format ) return out_df if not explainer_blocks: predictions.rename(columns={'__mdb_original_index': 'original_index'}, inplace=True) predictions = _reformat_ts_columns(tss, predictions, data) return predictions, global_insights row_insights['original_index'] = data['__mdb_original_index'] row_insights['prediction'] = predictions['prediction'] if pred_args.predict_proba: for col in predictions.columns: if '__mdb_proba' in col: row_insights[col] = predictions[col] row_insights = _reformat_ts_columns(tss, row_insights, data) kwargs = { 'data': data, 'encoded_data': encoded_data, 'predictions': predictions, 'analysis': runtime_analysis, 'target_name': target_name, 'target_dtype': target_dtype, 'tss': tss, 'positive_domain': stat_analysis.positive_domain, 'anomaly_detection': problem_definition.anomaly_detection, 'pred_args': pred_args } # ------------------------- # # Call explanation blocks # ------------------------- # for block in explainer_blocks: log.info("The block %s is now running its explain() method", block.__class__.__name__) row_insights, global_insights = block.explain(row_insights, global_insights, **kwargs) return row_insights, global_insights ================================================ FILE: lightwood/analysis/helpers/__init__.py ================================================ ================================================ FILE: lightwood/analysis/helpers/acc_stats.py ================================================ import random from types import SimpleNamespace from typing import Dict, Optional import numpy as np from sklearn.metrics import confusion_matrix from type_infer.dtype import dtype from lightwood.analysis.base import BaseAnalysisBlock from mindsdb_evaluator import evaluate_accuracies class AccStats(BaseAnalysisBlock): """ Computes accuracy stats and a confusion matrix for the validation dataset """ def __init__(self, deps=('ICP',)): super().__init__(deps=deps) self.n_decimals = 3 def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]: ns = SimpleNamespace(**kwargs) accuracy_functions = ns.accuracy_functions info['score_dict'] = evaluate_accuracies(ns.data, ns.normal_predictions['prediction'], ns.target, accuracy_functions, ts_analysis=ns.ts_analysis) info['normal_accuracy'] = round(np.mean(list(info['score_dict'].values())), self.n_decimals) self.fit(ns, info['result_df']) info['val_overall_acc'], info['acc_histogram'], info['cm'], info['acc_samples'] = self.get_accuracy_stats() return info def fit(self, ns: SimpleNamespace, conf=Optional[np.ndarray]): self.col_stats = ns.dtype_dict self.target = ns.target self.input_cols = ns.input_cols self.buckets = ns.stats_info.buckets if ns.stats_info.buckets else {} self.normal_predictions_bucketized = [] self.real_values_bucketized = [] self.numerical_samples_arr = [] for n in range(len(ns.normal_predictions)): row = ns.data.iloc[n] real_value = row[self.target] predicted_value = ns.normal_predictions.iloc[n]['prediction'] if isinstance(predicted_value, list): # T+N time series, for now we compare the T+1 prediction only @TODO: generalize predicted_value = predicted_value[0] predicted_value = predicted_value \ if self.col_stats[self.target] not in [dtype.integer, dtype.float, dtype.quantity] \ else float(predicted_value) real_value = real_value \ if self.col_stats[self.target] not in [dtype.integer, dtype.float, dtype.quantity] \ else float(real_value) if self.buckets: bucket = self.buckets[self.target] predicted_value_b = get_value_bucket(predicted_value, bucket, self.col_stats[self.target]) real_value_b = get_value_bucket(real_value, bucket, self.col_stats[self.target]) else: predicted_value_b = predicted_value real_value_b = real_value if conf is not None and self.col_stats[self.target] in [dtype.integer, dtype.float, dtype.quantity]: predicted_range = conf.iloc[n][['lower', 'upper']].tolist() else: predicted_range = (predicted_value_b, predicted_value_b) self.real_values_bucketized.append(real_value_b) self.normal_predictions_bucketized.append(predicted_value_b) if conf is not None and self.col_stats[self.target] in [dtype.integer, dtype.float, dtype.quantity]: self.numerical_samples_arr.append((real_value, predicted_range)) def get_accuracy_stats(self, is_classification=None, is_numerical=None): bucket_accuracy = {} bucket_acc_counts = {} for i, bucket in enumerate(self.normal_predictions_bucketized): if bucket not in bucket_acc_counts: bucket_acc_counts[bucket] = [] if len(self.numerical_samples_arr) != 0: bucket_acc_counts[bucket].append(self.numerical_samples_arr[i][1][0] < self.numerical_samples_arr[i][0] < self.numerical_samples_arr[i][1][1]) # noqa else: bucket_acc_counts[bucket].append(1 if bucket == self.real_values_bucketized[i] else 0) for bucket in bucket_acc_counts: bucket_accuracy[bucket] = sum(bucket_acc_counts[bucket]) / len(bucket_acc_counts[bucket]) accuracy_count = [] for counts in list(bucket_acc_counts.values()): accuracy_count += counts overall_accuracy = round(sum(accuracy_count) / len(accuracy_count), self.n_decimals) for bucket in range(len(self.buckets)): if bucket not in bucket_accuracy: if bucket in self.real_values_bucketized: # If it was never predicted, but it did exist as a real value, then assume 0% confidence when it does get predicted # noqa bucket_accuracy[bucket] = 0 for bucket in range(len(self.buckets)): if bucket not in bucket_accuracy: # If it wasn't seen either in the real values or in the predicted values, assume average confidence (maybe should be 0 instead ?) # noqa bucket_accuracy[bucket] = overall_accuracy accuracy_histogram = { 'buckets': list(bucket_accuracy.keys()), 'accuracies': list(bucket_accuracy.values()), 'is_classification': is_classification, 'is_numerical': is_numerical } labels = list(set([*self.real_values_bucketized, *self.normal_predictions_bucketized])) matrix = confusion_matrix(self.real_values_bucketized, self.normal_predictions_bucketized, labels=labels) matrix = [[int(y) if str(y) != 'nan' else 0 for y in x] for x in matrix] target_bucket = self.buckets[self.target] bucket_values = [target_bucket[i] if i < len(target_bucket) else None for i in labels] cm = { 'matrix': matrix, 'predicted': bucket_values, 'real': bucket_values } accuracy_samples = None if len(self.numerical_samples_arr) > 0: nr_samples = min(400, len(self.numerical_samples_arr)) sampled_numerical_samples_arr = random.sample(self.numerical_samples_arr, nr_samples) accuracy_samples = { 'y': [x[0] for x in sampled_numerical_samples_arr], 'x': [x[1] for x in sampled_numerical_samples_arr] } return overall_accuracy, accuracy_histogram, cm, accuracy_samples def get_value_bucket(value, buckets, target_dtype): """ :return: The bucket in the `histogram` in which our `value` falls """ if buckets is None: return None if target_dtype in (dtype.binary, dtype.categorical): if value in buckets: bucket = buckets.index(value) else: bucket = len(buckets) # for null values elif target_dtype in (dtype.integer, dtype.float, dtype.quantity): bucket = closest(buckets, value) else: bucket = len(buckets) # for null values return bucket def closest(arr, value): """ :return: The index of the member of `arr` which is closest to `value` """ if value is None: return -1 for i, ele in enumerate(arr): value = float(str(value).replace(',', '.')) if ele > value: return i - 1 return len(arr) - 1 ================================================ FILE: lightwood/analysis/helpers/conf_stats.py ================================================ from copy import deepcopy from typing import Dict from types import SimpleNamespace from sklearn.preprocessing import OrdinalEncoder from lightwood.analysis.base import BaseAnalysisBlock class ConfStats(BaseAnalysisBlock): """ Computes confidence-related statistics on the held-out validation dataset. TODO: regression & forecasting tasks """ def __init__(self, deps=('ICP',), ece_bins: int = 10): super().__init__(deps=deps) self.ece_bins = ece_bins self.ordenc = OrdinalEncoder() self.n_decimals = 3 def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]: ns = SimpleNamespace(**kwargs) if ns.is_classification: possible_labels = ns.stats_info.train_observed_classes self.ordenc.fit([[label] for label in possible_labels]) task_type = 'categorical' elif ns.is_multi_ts: task_type = 'multi_ts' elif ns.is_numerical: task_type = 'numerical' else: return info ces, ece, mce, gscore = self._get_stats(info['result_df'], ns.normal_predictions, ns.data, ns.target, task_type) info['maximum_calibration_error'] = round(mce, self.n_decimals) info['expected_calibration_error'] = round(ece, self.n_decimals) info['binned_conf_acc_difference'] = ces info['global_calibration_score'] = round(gscore, self.n_decimals) return info def _get_stats(self, confs, preds, data, target, task_type='categorical'): """ Computes expected and maximum calibration error for classification tasks. Amount of bins is specified by `self.ece_bins`. Data is sorted by increasing confidence prior to binning. :return: bins: bin-wise absolute difference between estimated confidence and true accuracy. ece: weighted average of all bins. mce: maximum value in `bins`. global_score: 1.0 minus absolute difference between accuracy and confidence over the entire validation set. """ confs = deepcopy(confs).reset_index(drop=True) sorted_preds = deepcopy(preds).reset_index(drop=True) sorted_inp = deepcopy(data).reset_index(drop=True) sorted_val = confs.sort_values(by='confidence', kind='stable') sorted_inp['__mdb_confidence'] = sorted_val['confidence'] if task_type == 'categorical': sorted_inp['__mdb_prediction'] = sorted_preds['prediction'] else: if isinstance(confs['lower'][0], list): sorted_inp['__mdb_lower'] = confs['lower'].apply(lambda x: x[0]) sorted_inp['__mdb_upper'] = confs['upper'].apply(lambda x: x[0]) else: sorted_inp['__mdb_lower'] = confs['lower'] sorted_inp['__mdb_upper'] = confs['upper'] sorted_inp['__mdb_hits'] = (sorted_inp['__mdb_lower'] <= sorted_inp[target]) & \ (sorted_inp[target] <= sorted_inp['__mdb_upper']) size = round(len(sorted_inp) / self.ece_bins) bins = [] ece = 0 for i in range(1, self.ece_bins): bin = sorted_inp.iloc[(i - 1) * size:i * size] if len(bin) > 0: if task_type == 'categorical': acc = sum(bin[target] == bin['__mdb_prediction']) / size else: acc = sum(bin['__mdb_hits'].astype(int)) / len(bin) conf = sum(bin['__mdb_confidence']) / size gap = abs(acc - conf) bins.append(gap) ece += gap ece /= self.ece_bins mce = max(bins) if bins else 0 if task_type == 'categorical': global_acc = sum(sorted_inp[target] == sorted_inp['__mdb_prediction']) / len(sorted_inp) else: global_acc = sum(sorted_inp['__mdb_hits'].astype(int)) / len(sorted_inp) global_conf = sorted_inp['__mdb_confidence'].mean() global_score = 1.0 - abs(global_acc - global_conf) return bins, ece, mce, global_score ================================================ FILE: lightwood/analysis/helpers/feature_importance.py ================================================ from copy import deepcopy from types import SimpleNamespace from typing import Dict import numpy as np from sklearn.utils import shuffle from lightwood.helpers.log import log from lightwood.data.encoded_ds import EncodedDs from lightwood.analysis.base import BaseAnalysisBlock from mindsdb_evaluator import evaluate_accuracies from lightwood.api.types import PredictionArguments class PermutationFeatureImportance(BaseAnalysisBlock): """ Analysis block that estimates column importances via permutation. Roughly speaking, the procedure: - iterates over all input columns - if the input column is optional, shuffle its values, then generate predictions for the input data - compare this accuracy with the accuracy obtained using unshuffled data - all accuracy differences are normalized with respect to the original accuracy (clipped at zero if negative) - report these as estimated column importance scores Note that, crucially, this method does not refit the predictor at any point. :param row_limit: Set to 0 to use the entire validation dataset. :param col_limit: Set to 0 to consider all possible columns. Reference: https://scikit-learn.org/stable/modules/permutation_importance.html https://compstat-lmu.github.io/iml_methods_limitations/pfi.html """ def __init__(self, disable_column_importance=False, row_limit=1000, col_limit=10, deps=tuple('AccStats',)): super().__init__(deps=deps) self.disable_column_importance = disable_column_importance self.row_limit = row_limit self.col_limit = col_limit self.n_decimals = 3 def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]: ns = SimpleNamespace(**kwargs) if self.disable_column_importance: info['column_importances'] = None elif ns.tss.is_timeseries or ns.has_pretrained_text_enc: log.warning(f"Block 'PermutationFeatureImportance' does not support time series nor text encoding, skipping...") # noqa info['column_importances'] = None else: if self.row_limit: log.info(f"[PFI] Using a random sample ({self.row_limit} rows out of {len(ns.encoded_val_data.data_frame)}).") # noqa ref_df = ns.encoded_val_data.data_frame.sample(frac=1).reset_index(drop=True).iloc[:self.row_limit] else: log.info(f"[PFI] Using complete validation set ({len(ns.encoded_val_data.data_frame)} rows).") ref_df = deepcopy(ns.encoded_val_data.data_frame) ref_data = EncodedDs(ns.encoded_val_data.encoders, ref_df, ns.target) args = {'predict_proba': True} if ns.is_classification else {} ref_preds = ns.predictor(ref_data, args=PredictionArguments.from_dict(args)) ref_score = np.mean(list(evaluate_accuracies(ref_data.data_frame, ref_preds['prediction'], ns.target, ns.accuracy_functions ).values())) shuffled_col_accuracy = {} shuffled_cols = [] for x in ns.input_cols: if ('__mdb' not in x) and \ (not ns.tss.is_timeseries or (x != ns.tss.order_by and x not in ns.tss.historical_columns)): shuffled_cols.append(x) if self.col_limit: shuffled_cols = shuffled_cols[:min(self.col_limit, len(ns.encoded_val_data.data_frame.columns))] log.info(f"[PFI] Set to consider first {self.col_limit} columns out of {len(shuffled_cols)}: {shuffled_cols}.") # noqa else: log.info(f"[PFI] Computing importance for all {len(shuffled_cols)} columns: {shuffled_cols}") for col in shuffled_cols: shuffle_data = deepcopy(ref_data) shuffle_data.clear_cache() shuffle_data.data_frame[col] = shuffle(shuffle_data.data_frame[col].values) shuffle_data.build_cache() # TODO: bottleneck, add a method to build a single column instead! shuffled_preds = ns.predictor(shuffle_data, args=PredictionArguments.from_dict(args)) shuffled_col_accuracy[col] = np.mean(list(evaluate_accuracies( shuffle_data.data_frame, shuffled_preds['prediction'], ns.target, ns.accuracy_functions ).values())) column_importances = {} acc_increases = np.zeros((len(shuffled_cols),)) for i, col in enumerate(shuffled_cols): accuracy_increase = (ref_score - shuffled_col_accuracy[col]) acc_increases[i] = round(accuracy_increase, self.n_decimals) for col, inc in zip(shuffled_cols, acc_increases): column_importances[col] = inc info['column_importances'] = column_importances return info ================================================ FILE: lightwood/analysis/helpers/pyod.py ================================================ from copy import deepcopy from types import SimpleNamespace from typing import Dict, Optional, Tuple import pandas as pd import numpy as np from sklearn.preprocessing import OrdinalEncoder from pyod.models.lof import LOF from pyod.models.pca import PCA from pyod.models.hbos import HBOS from pyod.models.suod import SUOD from lightwood.analysis.base import BaseAnalysisBlock from lightwood.helpers.log import log from lightwood.helpers.parallelism import get_nr_procs class PyOD(BaseAnalysisBlock): """ Wrapper analysis block for the 'PyOD' anomaly detection library. For now, the following techniques are supported: - SUOD: Large-scale unsupervised heterogeneous outlier detection """ # noqa def __init__(self, contamination=0.1, deps: Optional[Tuple] = ...): super().__init__(deps=deps) self.target = None self.input_cols = [] self.exceptions = ['__make_predictions'] self.ordinal_encoders = dict() if contamination > 0.5: log.warning("Contamination higher than maximum possible value, setting at 0.5...") self.contamination = min(contamination, 0.5) def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]: log.info('Preparing to compute anomaly detection with PyOD') ns = SimpleNamespace(**kwargs) self.target = ns.target detector_list = [LOF(n_neighbors=10, contamination=self.contamination), LOF(n_neighbors=30, contamination=self.contamination), HBOS(contamination=self.contamination), PCA(contamination=self.contamination)] df = deepcopy(ns.train_data.data_frame) n_jobs = get_nr_procs(df) clf = SUOD(base_estimators=detector_list, contamination=self.contamination, n_jobs=n_jobs, combination='average', verbose=False) if ns.tss.is_timeseries: for gcol in ns.tss.group_by: self.ordinal_encoders[gcol] = OrdinalEncoder(handle_unknown='use_encoded_value', unknown_value=-1) self.ordinal_encoders[gcol].fit(df[gcol].values.reshape(-1, 1)) for i in range(1, ns.tss.horizon): self.exceptions.append(f'{self.target}_timestep_{i}') self.exceptions.append(ns.tss.order_by) df = self._preprocess_ts_df(df, ns) for col in df.columns: if col != self.target and '__mdb' not in col and col not in self.exceptions: self.input_cols.append(col) df = df.loc[:, self.input_cols].dropna() clf.fit(df.values) info['pyod_explainer'] = clf return info def explain(self, row_insights: pd.DataFrame, global_insights: Dict[str, object], **kwargs ) -> Tuple[pd.DataFrame, Dict[str, object]]: log.info('Performing anomaly detection with PyOD...') ns = SimpleNamespace(**kwargs) pyod_explainer = ns.analysis.get('pyod_explainer', None) if pyod_explainer is None: return row_insights, global_insights df = deepcopy(ns.data) if ns.tss.is_timeseries: df = self._preprocess_ts_df(df, ns) df = df[self.input_cols].fillna(0) row_insights['pyod_anomaly'] = pyod_explainer.predict(df).astype(bool) # binary labels (0: inlier, 1: outlier) return row_insights, global_insights def _preprocess_ts_df(self, df: pd.DataFrame, ns: SimpleNamespace) -> pd.DataFrame: for gcol in ns.tss.group_by: df[gcol] = self.ordinal_encoders[gcol].transform(df[gcol].values.reshape(-1, 1).astype(np.object)).flatten() for w in range(ns.tss.window + 1): df[f'__pyod_window_{ns.tss.window - w}'] = df[f'__mdb_ts_previous_{self.target}'].apply(lambda x: x[w]) return df ================================================ FILE: lightwood/analysis/helpers/shap.py ================================================ import warnings from types import SimpleNamespace from typing import Dict, Optional, Tuple import numpy as np import pandas as pd from lightwood.analysis.base import BaseAnalysisBlock from type_infer.dtype import dtype from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs from lightwood.helpers.log import log from sklearn.preprocessing import LabelEncoder import shap class ShapleyValues(BaseAnalysisBlock): """ Analysis block that estimates column importance with SHAP (SHapley Additive exPlanations), a game theoretic approach to explain the ouput of any machine learning model. SHAP assigns each feature an importance value for a particular prediction. Reference: https://shap.readthedocs.io/en/stable/ https://proceedings.neurips.cc/paper/2017/file/8a20a8621978632d76c43dfd28b67767-Paper.pdf """ label_encoder: LabelEncoder def __init__(self, deps: Optional[Tuple] = ...): super().__init__(deps=deps) self.label_encoder = LabelEncoder() self.columns = [] self.target = None def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]: log.info('Preparing to compute feature importance values with SHAP') ns = SimpleNamespace(**kwargs) output_dtype = ns.dtype_dict[ns.target] train_data: EncodedDs = ns.train_data if output_dtype in (dtype.integer, dtype.float, dtype.quantity): pass elif output_dtype in (dtype.binary, dtype.categorical, dtype.tags): self.label_encoder.fit(train_data.data_frame[ns.target].values) else: log.warning(f'ShapleyValues analyzers not supported for type: {output_dtype}') return info self.target = ns.target self.columns = list(set(ns.dtype_dict.keys()) - {self.target}) input_df = train_data.data_frame[self.columns] def model(x: np.ndarray) -> np.ndarray: assert(isinstance(x, np.ndarray)) df = pd.DataFrame(data=x, columns=self.columns) ds = EncodedDs(encoders=train_data.encoders, data_frame=df, target=train_data.target) decoded_predictions = ns.predictor(ds=ds, args=PredictionArguments()) if output_dtype in (dtype.integer, dtype.float, dtype.quantity): encoded_predictions = decoded_predictions['prediction'].values elif output_dtype in (dtype.binary, dtype.categorical, dtype.tags): encoded_predictions = self.label_encoder.transform(decoded_predictions['prediction'].values) return encoded_predictions info['shap_explainer'] = shap.KernelExplainer(model=model, data=input_df) return info def explain(self, row_insights: pd.DataFrame, global_insights: Dict[str, object], **kwargs ) -> Tuple[pd.DataFrame, Dict[str, object]]: log.info('Computing feature importance values with Kernel SHAP method') ns = SimpleNamespace(**kwargs) shap_explainer = ns.analysis.get('shap_explainer', None) if shap_explainer is None: return row_insights, global_insights with warnings.catch_warnings(): warnings.filterwarnings("ignore", category=DeprecationWarning) shap_values = shap_explainer.shap_values(ns.data[self.columns], silent=True) shap_values_df = pd.DataFrame(shap_values).rename( mapper=lambda i: f"shap_contribution_{self.columns[i]}", axis='columns') if kwargs.get('target_dtype', None) in (dtype.binary, dtype.categorical, dtype.tags): predictions = self.label_encoder.transform(row_insights['prediction']) else: predictions = row_insights['prediction'] base_response = (predictions - shap_values_df.sum(axis='columns')).mean() row_insights = pd.concat([row_insights, shap_values_df], axis='columns') row_insights['shap_base_response'] = base_response row_insights['shap_final_response'] = predictions return row_insights, global_insights ================================================ FILE: lightwood/analysis/nc/LICENSE ================================================ The MIT License (MIT) Copyright (c) 2015 Henrik Linusson Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ================================================ FILE: lightwood/analysis/nc/__init__.py ================================================ ================================================ FILE: lightwood/analysis/nc/base.py ================================================ # Original author: Henrik Linusson (github.com/donlnz) import abc from typing import Dict import numpy as np from sklearn.base import BaseEstimator from lightwood.analysis.nc.util import t_softmax class RegressorMixin(object): def __init__(self) -> None: super(RegressorMixin, self).__init__() @classmethod def get_problem_type(cls): return 'regression' class ClassifierMixin(object): def __init__(self) -> None: super(ClassifierMixin, self).__init__() @classmethod def get_problem_type(cls) -> str: return 'classification' class TSMixin(object): def __init__(self) -> None: super(TSMixin, self).__init__() @classmethod def get_problem_type(cls): return 'time-series' class BaseModelAdapter(BaseEstimator): __metaclass__ = abc.ABCMeta def __init__(self, model: object, fit_params: Dict[str, object] = None) -> None: super(BaseModelAdapter, self).__init__() self.model = model self.last_x, self.last_y = None, None self.clean = False self.fit_params = {} if fit_params is None else fit_params def fit(self, x: np.array, y: np.array) -> None: """Fits the model. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of examples for fitting the model. y : numpy array of shape [n_samples] Outputs of examples for fitting the model. Returns ------- None """ self.model.fit(x, y, **self.fit_params) self.clean = False def predict(self, x: np.array) -> np.array: """Returns the prediction made by the underlying model. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of test examples. Returns ------- y : numpy array of shape [n_samples] Predicted outputs of test examples. """ if ( not self.clean or self.last_x is None or self.last_y is None or not np.array_equal(self.last_x, x) ): self.last_x = x self.last_y = self._underlying_predict(x) self.clean = True return self.last_y.copy() @abc.abstractmethod def _underlying_predict(self, x: np.array) -> np.array: """Produces a prediction using the encapsulated model. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of test examples. Returns ------- y : numpy array of shape [n_samples] Predicted outputs of test examples. """ pass class ClassifierAdapter(BaseModelAdapter): def __init__(self, model: object, fit_params: Dict[str, object] = None) -> None: super(ClassifierAdapter, self).__init__(model, fit_params) def _underlying_predict(self, x: np.array) -> np.array: return self.model.predict_proba(x) class RegressorAdapter(BaseModelAdapter): def __init__(self, model: object, fit_params: Dict[str, object] = None) -> None: super(RegressorAdapter, self).__init__(model, fit_params) def _underlying_predict(self, x: np.array) -> np.array: return self.model.predict(x) class TSAdapter(BaseModelAdapter): def __init__(self, model: object, fit_params: Dict[str, object] = None) -> None: super(TSAdapter, self).__init__(model, fit_params) def _underlying_predict(self, x: np.array) -> np.array: return self.model.predict(x) class CachedRegressorAdapter(RegressorAdapter): def __init__(self, model, fit_params=None): super(CachedRegressorAdapter, self).__init__(model, fit_params) self.prediction_cache = None def fit(self, x=None, y=None): """ At this point, the predictor has already been trained, but this has to be called to setup some things in the nonconformist backend """ pass def predict(self, x=None): """ Same as in .fit() :return: np.array (n_test, n_classes) with class probability estimates """ return self.prediction_cache class CachedClassifierAdapter(ClassifierAdapter): def __init__(self, model, fit_params=None): super(CachedClassifierAdapter, self).__init__(model, fit_params) self.prediction_cache = None self.tempscale = True def fit(self, x=None, y=None): """ At this point, the predictor has already been trained, but this has to be called to setup some things in the nonconformist backend """ pass def predict(self, x=None): """ Same as in .fit() :return: np.array (n_test, n_classes) with class probability estimates """ if self.tempscale: return t_softmax(self.prediction_cache, t=0.5) else: return self.prediction_cache class CachedTSAdapter(TSAdapter): def __init__(self, model, fit_params=None): super(CachedTSAdapter, self).__init__(model, fit_params) self.prediction_cache = None def fit(self, x=None, y=None): pass def predict(self, x=None): return self.prediction_cache ================================================ FILE: lightwood/analysis/nc/calibrate.py ================================================ import inspect from copy import deepcopy from typing import Dict, Tuple, Optional from types import SimpleNamespace import numpy as np import pandas as pd from sklearn.preprocessing import OneHotEncoder from type_infer.dtype import dtype from lightwood.api.types import PredictionArguments from lightwood.helpers.ts import add_tn_num_conf_bounds, add_tn_cat_conf_bounds, get_ts_groups from lightwood.data import EncodedDs from lightwood.analysis.base import BaseAnalysisBlock from lightwood.analysis.nc.norm import Normalizer from lightwood.analysis.nc.icp import IcpRegressor, IcpClassifier, IcpTSRegressor from lightwood.analysis.nc.base import CachedRegressorAdapter, CachedClassifierAdapter, CachedTSAdapter from lightwood.analysis.nc.nc import BoostedAbsErrorErrFunc, RegressorNc, ClassifierNc, MarginErrFunc, TSNc, \ TSAbsErrorErrFunc from lightwood.analysis.nc.util import clean_df, set_conf_range, get_numeric_conf_range, \ get_categorical_conf, get_anomalies, get_ts_conf_range class ICP(BaseAnalysisBlock): """ Confidence estimation block, uses inductive conformal predictors (ICPs) for model agnosticity """ def __init__(self, confidence_normalizer: Optional[bool] = False, fixed_significance: Optional[float] = None, deps: Optional[tuple] = tuple() ): super().__init__(deps=deps) self.fixed_significance = fixed_significance self.confidence_normalizer = confidence_normalizer self.validation_size = 100 # determines size of nonconformity score arrays (has sizable impact in runtime) def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]: ns = SimpleNamespace(**kwargs) data_type = ns.dtype_dict[ns.target] output = {'icp': {'__mdb_active': False}} if 'confidence' in ns.normal_predictions.columns: # bypass calibrator if model already outputs confidence output['result_df'] = ns.normal_predictions[['confidence', 'lower', 'upper']] return {**info, **output} fit_params = {'horizon': ns.tss.horizon or 0, 'columns_to_ignore': []} fit_params['columns_to_ignore'].extend([f'timestep_{i}' for i in range(1, fit_params['horizon'])]) if ns.is_classification: if ns.predictor.supports_proba: all_cat_cols = [col for col in ns.normal_predictions.columns if '__mdb_proba' in col and '__mdb_unknown_cat' not in col] all_classes = np.array([col.replace('__mdb_proba_', '') for col in all_cat_cols]) else: class_keys = sorted(ns.encoded_val_data.encoders[ns.target].rev_map.keys()) all_classes = np.array([ns.encoded_val_data.encoders[ns.target].rev_map[idx] for idx in class_keys]) if data_type != dtype.tags: enc = OneHotEncoder(sparse_output=False, handle_unknown='ignore') enc.fit(all_classes.reshape(-1, 1)) output['label_encoders'] = enc # needed to repr cat labels inside nonconformist else: output['label_encoders'] = None adapter = CachedClassifierAdapter nc_function = MarginErrFunc() nc_class = ClassifierNc icp_class = IcpClassifier elif ns.is_multi_ts: adapter = CachedTSAdapter nc_function = TSAbsErrorErrFunc(horizon_length=ns.tss.horizon) nc_class = TSNc icp_class = IcpTSRegressor else: adapter = CachedRegressorAdapter nc_function = BoostedAbsErrorErrFunc() nc_class = RegressorNc icp_class = IcpRegressor result_df = pd.DataFrame() if ns.is_numerical or (ns.is_classification and data_type != dtype.tags): model = adapter(ns.predictor) norm_params = {'target': ns.target, 'dtype_dict': ns.dtype_dict, 'predictor': ns.predictor, 'encoders': ns.encoded_val_data.encoders, 'is_multi_ts': ns.is_multi_ts, 'stop_after': 1e2} if self.confidence_normalizer: normalizer = Normalizer(fit_params=norm_params) normalizer.fit(ns.train_data) normalizer.prediction_cache = normalizer(ns.encoded_val_data, args=PredictionArguments()) else: normalizer = None # instance the ICP nc = nc_class(model, nc_function, normalizer=normalizer) if 'horizon_length' in inspect.signature(icp_class).parameters: icp = icp_class(nc, horizon_length=ns.tss.horizon, cal_size=self.validation_size) else: icp = icp_class(nc, cal_size=self.validation_size) output['icp']['__default'] = icp icp_df = deepcopy(ns.data) # setup prediction cache to avoid additional .predict() calls try: pred_is_list = isinstance(ns.normal_predictions['prediction'][0], list) except KeyError: pred_is_list = False if ns.is_classification: if ns.predictor.supports_proba: icp.nc_function.model.prediction_cache = ns.normal_predictions[all_cat_cols].values else: if ns.is_multi_ts: preds = np.array([p[0] for p in ns.normal_predictions['prediction']]) else: preds = ns.normal_predictions['prediction'].values predicted_classes = output['label_encoders'].transform(preds.reshape(-1, 1)) # inflate OHE icp.nc_function.model.prediction_cache = predicted_classes elif ns.is_multi_ts or pred_is_list: icp.nc_function.model.prediction_cache = np.array( [np.array(p) for p in ns.normal_predictions['prediction']]) else: icp.nc_function.model.prediction_cache = np.array(ns.normal_predictions['prediction']) if not ns.is_classification: output['df_target_stddev'] = {'__default': ns.stats_info.df_target_stddev} # fit additional ICPs in time series tasks with grouped columns if ns.tss.is_timeseries and ns.tss.group_by: # generate a multiindex midx = pd.MultiIndex.from_frame(icp_df[[*ns.tss.group_by, f'__mdb_original_{ns.tss.order_by}']]) icp_df.index = midx result_df.index = midx # create an ICP for each possible group group_info = ns.data[ns.tss.group_by].to_dict('list') all_group_combinations = get_ts_groups(ns.data, ns.tss) all_group_combinations.remove('__default') output['icp']['__mdb_groups'] = all_group_combinations output['icp']['__mdb_group_keys'] = [x for x in group_info.keys()] for combination in all_group_combinations: output['icp'][tuple(combination)] = deepcopy(icp) # calibrate ICP icp_df = deepcopy(ns.data) icp_df, y = clean_df(icp_df, ns, output.get('label_encoders', None)) if ns.tss.is_timeseries and ns.tss.group_by: icp_df.index = midx output['icp']['__default'].index = icp_df.columns output['icp']['__default'].calibrate(icp_df.values, y) # get confidence estimation for validation dataset conf, ranges = set_conf_range( icp_df, icp, ns.dtype_dict[ns.target], output, positive_domain=ns.stats_info.positive_domain, significance=self.fixed_significance) if not ns.is_classification: result_df = pd.DataFrame(index=icp_df.index, columns=['confidence', 'lower', 'upper'], dtype=float) result_df.loc[icp_df.index, 'lower'] = ranges[:, 0] result_df.loc[icp_df.index, 'upper'] = ranges[:, 1] else: result_df = pd.DataFrame(index=icp_df.index, columns=['confidence'], dtype=float) result_df.loc[icp_df.index, 'confidence'] = conf # calibrate additional grouped ICPs if ns.tss.is_timeseries and ns.tss.group_by: icps = output['icp'] group_keys = icps['__mdb_group_keys'] # add all predictions to DF icps_df = deepcopy(ns.data) midx = pd.MultiIndex.from_frame(icps_df[[*ns.tss.group_by, f'__mdb_original_{ns.tss.order_by}']]) icps_df.index = midx if ns.is_multi_ts or pred_is_list: icps_df[f'__predicted_{ns.target}'] = [np.array(p) for p in ns.normal_predictions['prediction']] else: icps_df[f'__predicted_{ns.target}'] = np.array(ns.normal_predictions['prediction']) for group in icps['__mdb_groups']: icp_df = icps_df # filter irrelevant rows for each group combination icp_df['__mdb_norm_index'] = np.arange(len(icp_df)) for key, val in zip(group_keys, group): icp_df = icp_df[icp_df[key] == val] if icps[tuple(group)].nc_function.normalizer is not None: group_normalizer = icps[tuple(group)].nc_function.normalizer norm_input_df = ns.encoded_val_data.data_frame.iloc[icp_df.pop('__mdb_norm_index')] norm_input = EncodedDs(ns.encoded_val_data.encoders, norm_input_df, ns.target) norm_cache = group_normalizer(norm_input, args=PredictionArguments()) icp_df[f'__norm_{ns.target}'] = norm_cache # save relevant predictions in the caches, then calibrate the ICP pred_cache = icp_df.pop(f'__predicted_{ns.target}').values if ns.is_multi_ts and ns.is_classification: pred_cache = output['label_encoders'].transform([[p[0] for p in pred_cache]]) elif ns.is_multi_ts: pred_cache = np.array([np.array(p) for p in pred_cache]) elif ns.is_classification: pred_cache = output['label_encoders'].transform(pred_cache.reshape(-1, 1)) icps[tuple(group)].nc_function.model.prediction_cache = pred_cache icp_df, y = clean_df(icp_df, ns, output.get('label_encoders', None)) if icps[tuple(group)].nc_function.normalizer is not None: icps[tuple(group)].nc_function.normalizer.prediction_cache = icp_df.pop( f'__norm_{ns.target}').values icps[tuple(group)].index = icp_df.columns # important at inference time icps[tuple(group)].calibrate(icp_df.values, y) # save training std() for bounds width selection if not ns.is_classification: icp_train_df = ns.data for key, val in zip(group_keys, group): icp_train_df = icp_train_df[icp_train_df[key] == val] y_train = icp_train_df[ns.target].values output['df_target_stddev'][tuple(group)] = y_train.std() # get bounds for relevant rows in validation dataset conf, group_ranges = set_conf_range( icp_df, icps[tuple(group)], ns.dtype_dict[ns.target], output, group=tuple(group), positive_domain=ns.stats_info.positive_domain, significance=self.fixed_significance) # save group bounds if not ns.is_classification: result_df.loc[icp_df.index, 'lower'] = group_ranges[:, 0] result_df.loc[icp_df.index, 'upper'] = group_ranges[:, 1] result_df.loc[icp_df.index, 'confidence'] = conf # consolidate all groups here output['icp']['__mdb_active'] = True result_df.index = ns.data.index output['result_df'] = result_df info = {**info, **output} return info def explain(self, row_insights: pd.DataFrame, global_insights: Dict[str, object], **kwargs) -> Tuple[pd.DataFrame, Dict[str, object]]: ns = SimpleNamespace(**kwargs) is_categorical = ns.target_dtype in (dtype.binary, dtype.categorical, dtype.cat_array, dtype.cat_tsarray) is_numerical = ns.target_dtype in (dtype.integer, dtype.float, dtype.quantity, dtype.num_array, dtype.num_tsarray) is_multi_ts = ns.tss.is_timeseries and ns.tss.horizon > 1 is_anomaly_task = is_numerical and ns.tss.is_timeseries and ns.anomaly_detection if 'confidence' in ns.predictions.columns: # bypass calibrator if model already outputs confidence row_insights['prediction'] = ns.predictions['prediction'] if 'upper' in ns.predictions.columns and 'lower' in ns.predictions.columns: row_insights['upper'] = ns.predictions['upper'] row_insights['lower'] = ns.predictions['lower'] if not isinstance(ns.predictions['confidence'].iloc[0], list) and ns.tss.horizon > 1: row_insights['confidence'] = ns.predictions['confidence'].astype(object) row_insights['confidence'] = row_insights['confidence'].apply( lambda x: [x for _ in range(ns.tss.horizon)]) else: row_insights['confidence'] = ns.predictions['confidence'] return self._formatted(row_insights, global_insights, ns, is_numerical) if ns.analysis['icp']['__mdb_active']: icp_X = deepcopy(ns.data) # replace observed data w/predictions preds = ns.predictions['prediction'] if is_multi_ts and is_numerical: preds = np.array([np.array(p) for p in preds]) for col in [f'timestep_{i}' for i in range(1, ns.tss.horizon)]: if col in icp_X.columns: icp_X.pop(col) # erase ignorable columns target_cols = [ns.target_name] + [f'{ns.target_name}_timestep_{i}' for i in range(1, ns.tss.horizon)] icp_X[target_cols] = preds elif is_multi_ts and is_categorical: preds = [p[0] for p in preds] icp_X[ns.target_name] = preds else: icp_X[ns.target_name] = preds if (is_numerical or is_categorical) and ns.analysis['icp'].get('__mdb_active', False): base_icp = ns.analysis['icp']['__default'] # reorder DF index index = base_icp.index.values if ns.target_name not in index: if is_multi_ts: index = np.array(list(index) + [ns.target_name] + [f'{ns.target_name}_timestep_{i}' for i in range(1, ns.tss.horizon)]) else: index = np.append(index, ns.target_name) icp_X = icp_X.reindex(columns=index) # important, else bounds can be invalid # only one normalizer, even if it's a grouped time series task normalizer = base_icp.nc_function.normalizer if normalizer: normalizer.prediction_cache = normalizer(ns.encoded_data, args=PredictionArguments) icp_X['__mdb_selfaware_scores'] = normalizer.prediction_cache # get ICP predictions if is_multi_ts: result_cols = ['significance', 'lower', 'upper', ] + \ [f'lower_timestep_{i}' for i in range(1, ns.tss.horizon)] + \ [f'upper_timestep_{i}' for i in range(1, ns.tss.horizon)] + \ [f'significance_timestep_{i}' for i in range(1, ns.tss.horizon)] elif is_numerical: result_cols = ['lower', 'upper', 'significance'] else: result_cols = ['significance'] result = pd.DataFrame(index=icp_X.index, columns=result_cols) # base ICP X = deepcopy(icp_X) # Calling `values` multiple times increased runtime of this function; referenced var is faster icp_values = X.values # get all possible ranges if is_numerical: base_icp.nc_function.model.prediction_cache = preds all_confs = base_icp.predict(icp_values) # categorical else: predicted_proba = True if any(['__mdb_proba' in col for col in ns.predictions.columns]) else False if predicted_proba: all_cat_cols = [col for col in ns.predictions.columns if '__mdb_proba' in col and '__mdb_unknown_cat' not in col] class_dists = ns.predictions[all_cat_cols].values for icol, cat_col in enumerate(all_cat_cols): row_insights.loc[X.index, cat_col] = class_dists[:, icol] else: ohe_enc = ns.analysis['label_encoders'] class_dists = ohe_enc.transform(np.array([p[0] for p in preds]).reshape(-1, 1)) base_icp.nc_function.model.prediction_cache = class_dists all_ranges = np.array([base_icp.predict(icp_values)]) all_confs = np.swapaxes(np.swapaxes(all_ranges, 0, 2), 0, 1) # convert (B, 2, 99) into (B, 2) given width or error rate constraints if is_multi_ts and is_numerical: significances, confs = get_ts_conf_range(all_confs, df_target_stddev=ns.analysis['df_target_stddev'], positive_domain=ns.positive_domain, fixed_conf=ns.pred_args.fixed_confidence) result = self._ts_assign_confs(result, X, confs, significances, ns.tss) elif is_numerical: significances, confs = get_numeric_conf_range(all_confs, df_target_stddev=ns.analysis['df_target_stddev'], positive_domain=ns.positive_domain, fixed_conf=ns.pred_args.fixed_confidence) result.loc[X.index, 'lower'] = confs[:, 0] result.loc[X.index, 'upper'] = confs[:, 1] result.loc[X.index, 'significance'] = significances else: significances = get_categorical_conf(all_confs) result.loc[X.index, 'significance'] = significances.flatten() # grouped time series, we replace bounds in rows that have a trained ICP if ns.analysis['icp'].get('__mdb_groups', False): icps = ns.analysis['icp'] group_keys = icps['__mdb_group_keys'] for group in icps['__mdb_groups']: icp = icps[tuple(group)] # check ICP has calibration scores if icp.cal_scores[0].shape[0] > 0: # filter rows by group X = deepcopy(icp_X) for key, val in zip(group_keys, group): X = X[X[key] == val] if X.size > 0: # set ICP caches if is_multi_ts and is_numerical: target_cols = [ns.target_name] + [f'{ns.target_name}_timestep_{i}' for i in range(1, ns.tss.horizon)] icp.nc_function.model.prediction_cache = X[target_cols].values [X.pop(col) for col in target_cols] elif is_multi_ts and is_categorical: ohe_enc = ns.analysis['label_encoders'] preds = X.pop(ns.target_name).values pred_cache = ohe_enc.transform(np.array([p[0] for p in preds]).reshape(-1, 1)) icp.nc_function.model.prediction_cache = pred_cache else: icp.nc_function.model.prediction_cache = X.pop(ns.target_name).values if icp.nc_function.normalizer: icp.nc_function.normalizer.prediction_cache = X.pop('__mdb_selfaware_scores').values # predict and get confidence level given width or error rate constraints if is_multi_ts and is_numerical: all_confs = icp.predict(X.values) fixed_conf = ns.pred_args.fixed_confidence significances, confs = get_ts_conf_range( all_confs, df_target_stddev=ns.analysis['df_target_stddev'], positive_domain=ns.positive_domain, group=tuple(group), fixed_conf=fixed_conf ) result = self._ts_assign_confs(result, X, confs, significances, ns.tss) elif is_numerical: all_confs = icp.predict(X.values) fixed_conf = ns.pred_args.fixed_confidence significances, confs = get_numeric_conf_range( all_confs, df_target_stddev=ns.analysis['df_target_stddev'], positive_domain=ns.positive_domain, group=tuple(group), fixed_conf=fixed_conf ) # only replace where grouped ICP is more informative (i.e. tighter) if fixed_conf is None: default_widths = result.loc[X.index, 'upper'] - result.loc[X.index, 'lower'] grouped_widths = np.subtract(confs[:, 1], confs[:, 0]) insert_index = (default_widths > grouped_widths)[lambda x: x.isin([True])].index conf_index = (default_widths.reset_index(drop=True) > grouped_widths)[lambda x: x.isin([True])].index result.loc[insert_index, 'lower'] = confs[conf_index, 0] result.loc[insert_index, 'upper'] = confs[conf_index, 1] result.loc[insert_index, 'significance'] = significances[conf_index] else: all_ranges = np.array([icp.predict(X.values)]) all_confs = np.swapaxes(np.swapaxes(all_ranges, 0, 2), 0, 1) significances = get_categorical_conf(all_confs) result.loc[X.index, 'significance'] = significances.flatten() row_insights['confidence'] = result['significance'] if is_numerical: row_insights['lower'] = result['lower'] row_insights['upper'] = result['upper'] # anomaly detection if is_anomaly_task: row_insights['anomaly'] = None if ns.target_name in ns.data.columns: anomalies = get_anomalies(row_insights, ns.data[ns.target_name], cooldown=ns.pred_args.anomaly_cooldown) if '__mdb_ts_inferred' in ns.data.columns: ignore_idxs = np.where(ns.data['__mdb_ts_inferred'].values) anomalies[ignore_idxs] = None row_insights['anomaly'] = list(anomalies) if ns.tss.is_timeseries and ns.tss.horizon > 1: if is_numerical and ns.pred_args.simple_ts_bounds: row_insights = add_tn_num_conf_bounds(row_insights, ns.tss) elif not is_numerical: row_insights = add_tn_cat_conf_bounds(row_insights, ns.tss) row_insights, global_insights = self._formatted(row_insights, global_insights, ns, is_numerical) return row_insights, global_insights @staticmethod def _formatted(row_insights, global_insights, ns, is_numerical): # clip if necessary if is_numerical: lower_limit = 0.0 if ns.positive_domain else -pow(2, 62) upper_limit = pow(2, 62) if not (ns.tss.is_timeseries and ns.tss.horizon > 1): row_insights['upper'] = row_insights['upper'].clip(lower_limit, upper_limit) row_insights['lower'] = row_insights['lower'].clip(lower_limit, upper_limit) row_insights['prediction'] = row_insights['prediction'].clip(lower_limit, upper_limit) else: row_insights['upper'] = [np.array(row).clip(lower_limit, upper_limit).tolist() for row in row_insights['upper']] row_insights['lower'] = [np.array(row).clip(lower_limit, upper_limit).tolist() for row in row_insights['lower']] row_insights['prediction'] = [np.array(row).clip(lower_limit, upper_limit).tolist() for row in row_insights['prediction']] # Make sure the target and real values are of an appropriate type if ns.target_dtype in (dtype.integer, ): row_insights['prediction'] = row_insights['prediction'].astype(int) row_insights['upper'] = row_insights['upper'].astype(int) row_insights['lower'] = row_insights['lower'].astype(int) elif ns.target_dtype in (dtype.float, dtype.quantity): row_insights['prediction'] = row_insights['prediction'].astype(float) row_insights['upper'] = row_insights['upper'].astype(float) row_insights['lower'] = row_insights['lower'].astype(float) elif ns.target_dtype in (dtype.short_text, dtype.rich_text, dtype.binary, dtype.categorical): row_insights['prediction'] = row_insights['prediction'].astype(str) # horizon collapse if ns.tss.is_timeseries and is_numerical and ns.tss.horizon > 1: row_insights['prediction_sum'] = row_insights['prediction'].apply(lambda x: sum(x)) row_insights['lower_sum'] = row_insights['lower'].apply(lambda x: min(x)) row_insights['upper_sum'] = row_insights['upper'].apply(lambda x: max(x)) row_insights['confidence_mean'] = row_insights['confidence'].apply(lambda x: np.mean(x)) return row_insights, global_insights @staticmethod def _ts_assign_confs(result, df, confs, significances, tss) -> pd.DataFrame: result.loc[df.index, 'lower'] = confs[:, 0, 0] result.loc[df.index, 'upper'] = confs[:, 0, 1] result.loc[df.index, 'significance'] = significances[:, 0] for timestep in range(1, tss.horizon): result.loc[df.index, f'lower_timestep_{timestep}'] = confs[:, timestep, 0] result.loc[df.index, f'upper_timestep_{timestep}'] = confs[:, timestep, 1] result.loc[df.index, f'significance_timestep_{timestep}'] = significances[:, timestep] # TODO: only if tighter # merge all significances, lower and upper bounds into a single column for base_col in ['significance', 'lower', 'upper']: added_cols = [f'{base_col}_timestep_{t}' for t in range(1, tss.horizon)] cols = [base_col] + added_cols result.loc[df.index, base_col] = result.loc[df.index, cols].values.tolist() return result ================================================ FILE: lightwood/analysis/nc/icp.py ================================================ """ Inductive conformal predictors. """ # Original author: Henrik Linusson (github.com/donlnz) from collections import defaultdict from functools import partial from typing import Optional, Union import numpy as np from sklearn.base import BaseEstimator from lightwood.analysis.nc.base import RegressorMixin, ClassifierMixin, TSMixin from types import FunctionType # ----------------------------------------------------------------------------- # Base inductive conformal predictor # ----------------------------------------------------------------------------- class BaseIcp(BaseEstimator): """Base class for inductive conformal predictors. """ def __init__(self, nc_function: FunctionType, condition: Union[bool, FunctionType] = None, cal_size: int = None): self.cal_x, self.cal_y = None, None self.nc_function = nc_function self.cal_size = cal_size # if specified, defines size of calibration set # Check if condition-parameter is the default function (i.e., # lambda x: 0). This is so we can safely clone the object without # the clone accidentally having self.conditional = True. def default_condition(x): return 0 is_default = (callable(condition) and (condition.__code__.co_code == default_condition.__code__.co_code)) if is_default: self.condition = condition self.conditional = False elif callable(condition): self.condition = condition self.conditional = True else: self.condition = lambda x: 0 self.conditional = False def fit(self, x: np.array, y: np.array) -> None: """Fit underlying nonconformity scorer. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of examples for fitting the nonconformity scorer. y : numpy array of shape [n_samples] Outputs of examples for fitting the nonconformity scorer. Returns ------- None """ # TODO: incremental? self.nc_function.fit(x, y) def calibrate(self, x, y, increment=False): """Calibrate conformal predictor based on underlying nonconformity scorer. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of examples for calibrating the conformal predictor. y : numpy array of shape [n_samples, n_features] Outputs of examples for calibrating the conformal predictor. increment : boolean If ``True``, performs an incremental recalibration of the conformal predictor. The supplied ``x`` and ``y`` are added to the set of previously existing calibration examples, and the conformal predictor is then calibrated on both the old and new calibration examples. Returns ------- None """ self._calibrate_hook(x, y, increment) self._update_calibration_set(x, y, increment) if self.conditional: category_map = np.array([self.condition((x[i, :], y[i])) for i in range(y.size)]) self.categories = np.unique(category_map) self.cal_scores = defaultdict(partial(np.ndarray, 0)) for cond in self.categories: idx = category_map == cond cal_scores = self.nc_function.score(self.cal_x[idx, :], self.cal_y[idx]) self.cal_scores[cond] = np.sort(cal_scores)[::-1] else: self.categories = np.array([0]) cal_scores = self.nc_function.score(self.cal_x, self.cal_y) self.cal_scores = {0: np.sort(cal_scores)[::-1]} if self.cal_size: self.cal_scores = self._reduce_scores() def _reduce_scores(self): return {k: cs[::int(len(cs) / self.cal_size) + 1] for k, cs in self.cal_scores.items()} def _update_calibration_set(self, x: np.array, y: np.array, increment: bool) -> None: if increment and self.cal_x is not None and self.cal_y is not None: self.cal_x = np.vstack([self.cal_x, x]) self.cal_y = np.hstack([self.cal_y, y]) else: self.cal_x, self.cal_y = x, y def _calibrate_hook(self, x: np.array, y: np.array, increment: bool) -> None: pass # ----------------------------------------------------------------------------- # Inductive conformal classifier # ----------------------------------------------------------------------------- class IcpClassifier(BaseIcp, ClassifierMixin): """Inductive conformal classifier. Parameters ---------- nc_function : BaseScorer Nonconformity scorer object used to calculate nonconformity of calibration examples and test patterns. Should implement ``fit(x, y)`` and ``calc_nc(x, y)``. smoothing : boolean Decides whether to use stochastic smoothing of p-values. Attributes ---------- cal_x : numpy array of shape [n_cal_examples, n_features] Inputs of calibration set. cal_y : numpy array of shape [n_cal_examples] Outputs of calibration set. nc_function : BaseScorer Nonconformity scorer object used to calculate nonconformity scores. classes : numpy array of shape [n_classes] List of class labels, with indices corresponding to output columns of IcpClassifier.predict() See also -------- IcpRegressor References ---------- .. [1] Papadopoulos, H., & Haralambous, H. (2011). Reliable prediction intervals with regression neural networks. Neural Networks, 24(8), 842-851. """ def __init__(self, nc_function: FunctionType, condition: Union[bool, FunctionType] = None, cal_size: int = None, smoothing: bool = True) -> None: super(IcpClassifier, self).__init__(nc_function, condition, cal_size) self.classes = None self.smoothing = smoothing def _calibrate_hook(self, x: np.array, y: np.array, increment: bool = False) -> None: self._update_classes(y, increment) def _update_classes(self, y: np.array, increment: bool) -> None: if self.classes is None or not increment: self.classes = np.unique(y) else: self.classes = np.unique(np.hstack([self.classes, y])) def predict(self, x: np.array, significance: Optional[float] = None) -> np.array: """Predict the output values for a set of input patterns. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of patters for which to predict output values. significance : float or None Significance level (maximum allowed error rate) of predictions. Should be a float between 0 and 1. If ``None``, then the p-values are output rather than the predictions. Returns ------- p : numpy array of shape [n_samples, n_classes] If significance is ``None``, then p contains the p-values for each sample-class pair; if significance is a float between 0 and 1, then p is a boolean array denoting which labels are included in the prediction sets. """ # TODO: if x == self.last_x ... n_test_objects = x.shape[0] p = np.zeros((n_test_objects, self.classes.size)) for i, c in enumerate(self.classes): test_class = np.zeros(x.shape[0], dtype=self.classes.dtype) test_class.fill(c) # TODO: maybe calculate p-values using cython or similar # TODO: interpolated p-values # TODO: nc_function.calc_nc should take X * {y1, y2, ... ,yn} test_nc_scores = self.nc_function.score(x, test_class) for j, nc in enumerate(test_nc_scores): cal_scores = self.cal_scores[self.condition((x[j, :], c))][::-1] n_cal = cal_scores.size n_eq = sum(np.where(cal_scores == nc, 1, 0)) n_gt = sum(np.where(cal_scores > nc, 1, 0)) if self.smoothing: p[j, i] = (n_gt + n_eq * np.random.uniform(0, 1, 1)) / (n_cal + 1) else: p[j, i] = (n_gt + n_eq) / (n_cal + 1) if significance is not None: return p > significance else: return p def predict_conf(self, x): """Predict the output values for a set of input patterns, using the confidence-and-credibility output scheme. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of patters for which to predict output values. Returns ------- p : numpy array of shape [n_samples, 3] p contains three columns: the first column contains the most likely class for each test pattern; the second column contains the confidence in the predicted class label, and the third column contains the credibility of the prediction. """ p = self.predict(x, significance=None) label = p.argmax(axis=1) credibility = p.max(axis=1) for i, idx in enumerate(label): p[i, idx] = -np.inf confidence = 1 - p.max(axis=1) return np.array([label, confidence, credibility]).T # ----------------------------------------------------------------------------- # Inductive conformal regressor # ----------------------------------------------------------------------------- class IcpRegressor(BaseIcp, RegressorMixin): """Inductive conformal regressor. Parameters ---------- nc_function : BaseScorer Nonconformity scorer object used to calculate nonconformity of calibration examples and test patterns. Should implement ``fit(x, y)``, ``calc_nc(x, y)`` and ``predict(x, nc_scores, significance)``. Attributes ---------- cal_x : numpy array of shape [n_cal_examples, n_features] Inputs of calibration set. cal_y : numpy array of shape [n_cal_examples] Outputs of calibration set. nc_function : BaseScorer Nonconformity scorer object used to calculate nonconformity scores. See also -------- IcpClassifier References ---------- .. [1] Papadopoulos, H., Proedrou, K., Vovk, V., & Gammerman, A. (2002). Inductive confidence machines for regression. In Machine Learning: ECML 2002 (pp. 345-356). Springer Berlin Heidelberg. .. [2] Papadopoulos, H., & Haralambous, H. (2011). Reliable prediction intervals with regression neural networks. Neural Networks, 24(8), 842-851. """ def __init__(self, nc_function: FunctionType, condition: bool = None, cal_size: int = None) -> None: super(IcpRegressor, self).__init__(nc_function, condition, cal_size) def predict(self, x: np.array, significance: bool = None) -> np.array: """Predict the output values for a set of input patterns. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of patters for which to predict output values. significance : float Significance level (maximum allowed error rate) of predictions. Should be a float between 0 and 1. If ``None``, then intervals for all significance levels (0.01, 0.02, ..., 0.99) are output in a 3d-matrix. Returns ------- p : numpy array of shape [n_samples, 2] or [n_samples, 2, 99} If significance is ``None``, then p contains the interval (minimum and maximum boundaries) for each test pattern, and each significance level (0.01, 0.02, ..., 0.99). If significance is a float between 0 and 1, then p contains the prediction intervals (minimum and maximum boundaries) for the set of test patterns at the chosen significance level. """ # TODO: interpolated p-values n_significance = (99 if significance is None else np.array(significance).size) if n_significance > 1: prediction = np.zeros((x.shape[0], 2, n_significance)) else: prediction = np.zeros((x.shape[0], 2)) condition_map = np.array([self.condition((x[i, :], None)) for i in range(x.shape[0])]) for condition in self.categories: idx = condition_map == condition if np.sum(idx) > 0: p = self.nc_function.predict(x[idx, :], self.cal_scores[condition], significance) if n_significance > 1: prediction[idx, :, :] = p else: prediction[idx, :] = p return prediction # ----------------------------------------------------------------------------- # Inductive conformal forecasting # ----------------------------------------------------------------------------- class IcpTSRegressor(BaseIcp, TSMixin): """Inductive conformal forecasting. Parameters ---------- nc_function : BaseScorer Nonconformity scorer object used to calculate nonconformity of calibration examples and test patterns. Should implement ``fit(x, y)``, ``calc_nc(x, y)`` and ``predict(x, nc_scores, significance)``. Attributes ---------- cal_x : numpy array of shape [n_cal_examples, n_features] Inputs of calibration set. cal_y : numpy array of shape [n_cal_examples, horizon_length] Outputs of calibration set. nc_function : BaseScorer Nonconformity scorer object used to calculate nonconformity scores. """ def __init__(self, nc_function: FunctionType, horizon_length, condition: bool = None, cal_size: int = None) -> None: super(IcpTSRegressor, self).__init__(nc_function, condition, cal_size) self.horizon_length = horizon_length def calibrate(self, x, y, increment=False): """ After calibration, handles incomplete target information by imputing the row-wise mean. """ # noqa super(IcpTSRegressor, self).calibrate(x, y, increment) for k, v in self.cal_scores.items(): row_mean = np.nanmean(v, axis=1) idxs = np.where(np.isnan(v)) v[idxs] = np.take(row_mean, idxs[0]) self.cal_scores[k] = v def predict(self, x: np.array, significance: bool = None) -> np.array: """Predict the output values for a set of input patterns. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of patters for which to predict output values. significance : float Significance level (maximum allowed error rate) of predictions. Should be a float between 0 and 1. If ``None``, then intervals for all significance levels (0.01, 0.02, ..., 0.99) are output in a 3d-matrix. Returns ------- p : numpy array of shape [n_samples, horizon_length, 2] or [n_samples, horizon_length, 2, 99} If significance is ``None``, then p contains the interval (minimum and maximum boundaries) for each step of the test pattern, and each significance level (0.01, 0.02, ..., 0.99). If significance is a float between 0 and 1, then p contains the prediction intervals (minimum and maximum boundaries) for the all steps of the test patterns at the chosen significance level. """ n_significance = (99 if significance is None else np.array(significance).size) if n_significance > 1: prediction = np.zeros((x.shape[0], self.horizon_length, 2, n_significance)) else: prediction = np.zeros((x.shape[0], self.horizon_length, 2)) condition_map = np.array([self.condition((x[i, :], None)) for i in range(x.shape[0])]) for condition in self.categories: idx = condition_map == condition if np.sum(idx) > 0: p = self.nc_function.predict(x[idx, :], self.cal_scores[condition], significance) if n_significance > 1: prediction[idx, :, :, :] = p else: prediction[idx, :, :] = p return prediction ================================================ FILE: lightwood/analysis/nc/metrics.py ================================================ # Original author: Henrik Linusson (github.com/donlnz) import numpy as np # ----------------------------------------------------------------------------- # Validity measures # ----------------------------------------------------------------------------- def reg_n_correct(prediction, y, significance=None): """Calculates the number of correct predictions made by a conformal regression model. """ if significance is not None: idx = int(significance * 100 - 1) prediction = prediction[:, :, idx] low = y >= prediction[:, 0] high = y <= prediction[:, 1] correct = low * high return y[correct].size def reg_mean_errors(prediction, y, significance): """Calculates the average error rate of a conformal regression model. """ return 1 - reg_n_correct(prediction, y, significance) / y.size def class_n_correct(prediction, y, significance): """Calculates the number of correct predictions made by a conformal classification model. """ labels, y = np.unique(y, return_inverse=True) prediction = prediction > significance correct = np.zeros((y.size,), dtype=bool) for i, y_ in enumerate(y): correct[i] = prediction[i, int(y_)] return np.sum(correct) def class_mean_errors(prediction, y, significance=None): """Calculates the average error rate of a conformal classification model. """ return 1 - (class_n_correct(prediction, y, significance) / y.size) def class_one_err(prediction, y, significance=None): """Calculates the error rate of conformal classifier predictions containing only a single output label. """ labels, y = np.unique(y, return_inverse=True) prediction = prediction > significance idx = np.arange(0, y.size, 1) idx = filter(lambda x: np.sum(prediction[x, :]) == 1, idx) errors = filter(lambda x: not prediction[x, int(y[x])], idx) if len(idx) > 0: return np.size(errors) / np.size(idx) else: return 0 def class_mean_errors_one_class(prediction, y, significance, c=0): """Calculates the average error rate of a conformal classification model, considering only test examples belonging to class ``c``. Use ``functools.partial`` in order to test other classes. """ labels, y = np.unique(y, return_inverse=True) prediction = prediction > significance idx = np.arange(0, y.size, 1)[y == c] errs = np.sum(1 for _ in filter(lambda x: not prediction[x, c], idx)) if idx.size > 0: return errs / idx.size else: return 0 def class_one_err_one_class(prediction, y, significance, c=0): """Calculates the error rate of conformal classifier predictions containing only a single output label. Considers only test examples belonging to class ``c``. Use ``functools.partial`` in order to test other classes. """ labels, y = np.unique(y, return_inverse=True) prediction = prediction > significance idx = np.arange(0, y.size, 1) idx = filter(lambda x: prediction[x, c], idx) idx = filter(lambda x: np.sum(prediction[x, :]) == 1, idx) errors = filter(lambda x: int(y[x]) != c, idx) if len(idx) > 0: return np.size(errors) / np.size(idx) else: return 0 # ----------------------------------------------------------------------------- # Efficiency measures # ----------------------------------------------------------------------------- def _reg_interval_size(prediction, y, significance): idx = int(significance * 100 - 1) prediction = prediction[:, :, idx] return prediction[:, 1] - prediction[:, 0] def reg_min_size(prediction, y, significance): return np.min(_reg_interval_size(prediction, y, significance)) def reg_q1_size(prediction, y, significance): return np.percentile(_reg_interval_size(prediction, y, significance), 25) def reg_median_size(prediction, y, significance): return np.median(_reg_interval_size(prediction, y, significance)) def reg_q3_size(prediction, y, significance): return np.percentile(_reg_interval_size(prediction, y, significance), 75) def reg_max_size(prediction, y, significance): return np.max(_reg_interval_size(prediction, y, significance)) def reg_mean_size(prediction, y, significance): """Calculates the average prediction interval size of a conformal regression model. """ return np.mean(_reg_interval_size(prediction, y, significance)) def class_avg_c(prediction, y, significance): """Calculates the average number of classes per prediction of a conformal classification model. """ prediction = prediction > significance return np.sum(prediction) / prediction.shape[0] def class_mean_p_val(prediction, y, significance): """Calculates the mean of the p-values output by a conformal classification model. """ return np.mean(prediction) def class_one_c(prediction, y, significance): """Calculates the rate of singleton predictions (prediction sets containing only a single class label) of a conformal classification model. """ prediction = prediction > significance n_singletons = np.sum(1 for _ in filter(lambda x: np.sum(x) == 1, prediction)) return n_singletons / y.size def class_empty(prediction, y, significance): """Calculates the rate of singleton predictions (prediction sets containing only a single class label) of a conformal classification model. """ prediction = prediction > significance n_empty = np.sum(1 for _ in filter(lambda x: np.sum(x) == 0, prediction)) return n_empty / y.size def n_test(prediction, y, significance): """Provides the number of test patters used in the evaluation. """ return y.size ================================================ FILE: lightwood/analysis/nc/nc.py ================================================ """ Nonconformity functions. """ # Original author: Henrik Linusson (github.com/donlnz) import abc import numpy as np import sklearn.base from scipy.interpolate import interp1d from copy import deepcopy # ----------------------------------------------------------------------------- # Error functions # ----------------------------------------------------------------------------- class ClassificationErrFunc(object): """Base class for classification model error functions. """ # noqa __metaclass__ = abc.ABCMeta def __init__(self): super(ClassificationErrFunc, self).__init__() @abc.abstractmethod def apply(self, prediction, y): """Apply the nonconformity function. Parameters ---------- prediction : numpy array of shape [n_samples, n_classes] Class probability estimates for each sample. y : numpy array of shape [n_samples] True output labels of each sample. Returns ------- nc : numpy array of shape [n_samples] Nonconformity scores of the samples. """ # noqa pass class RegressionErrFunc(object): """Base class for regression model error functions. """ # noqa __metaclass__ = abc.ABCMeta def __init__(self): super(RegressionErrFunc, self).__init__() @abc.abstractmethod def apply(self, prediction, y): # , norm=None, beta=0): """Apply the nonconformity function. Parameters ---------- prediction : numpy array of shape [n_samples, n_classes] Class probability estimates for each sample. y : numpy array of shape [n_samples] True output labels of each sample. Returns ------- nc : numpy array of shape [n_samples] Nonconformity scores of the samples. """ # noqa pass @abc.abstractmethod def apply_inverse(self, nc, significance): # , norm=None, beta=0): """Apply the inverse of the nonconformity function (i.e., calculate prediction interval). Parameters ---------- nc : numpy array of shape [n_calibration_samples] Nonconformity scores obtained for conformal predictor. significance : float Significance level (0, 1). Returns ------- interval : numpy array of shape [n_samples, 2] Minimum and maximum interval boundaries for each prediction. """ # noqa pass class TSErrFunc(object): """Base class for time series model error functions. """ # noqa __metaclass__ = abc.ABCMeta def __init__(self): super(TSErrFunc, self).__init__() @abc.abstractmethod def apply(self, prediction, y): """Apply the nonconformity function. Parameters ---------- prediction : numpy array of shape [n_samples, horizon_length] Forecasts for each sample. y : numpy array of shape [n_samples, horizon_length] True output series for each sample. Returns ------- nc : numpy array of shape [n_samples, horizon_length] Nonconformity scores of the samples. """ # noqa pass @abc.abstractmethod def apply_inverse(self, nc, significance): # , norm=None, beta=0): """Apply the inverse of the nonconformity function (i.e., calculate prediction interval). Parameters ---------- nc : numpy array of shape [n_calibration_samples, horizon_length] Nonconformity scores obtained for conformal predictor. significance : float Significance level (0, 1). Returns ------- interval : numpy array of shape [n_samples, horizon_length, 2] Minimum and maximum interval boundaries for each step of the forecast. """ # noqa pass class InverseProbabilityErrFunc(ClassificationErrFunc): """Calculates the probability of not predicting the correct class. For each correct output in ``y``, nonconformity is defined as .. math:: 1 - hat{P}(y_i | x) , . """ # noqa def __init__(self): super(InverseProbabilityErrFunc, self).__init__() def apply(self, prediction, y): prob = np.zeros(y.size, dtype=np.float32) for i, y_ in enumerate(y): if y_ >= prediction.shape[1]: prob[i] = 0 else: prob[i] = prediction[i, int(y_)] return 1 - prob class MarginErrFunc(ClassificationErrFunc): """ Calculates the margin error. For each correct output in ``y``, nonconformity is defined as .. math:: 0.5 - frac{hat{P}(y_i | x) - max_{y , != , y_i} hat{P}(y | x)}{2} """ # noqa def __init__(self): super(MarginErrFunc, self).__init__() def apply(self, prediction, y): prediction = deepcopy(prediction).astype(float) prob = np.zeros(y.size, dtype=np.float32) for i, y_ in enumerate(y): if y_ >= prediction.shape[1]: prob[i] = 0 else: prob[i] = prediction[i, int(y_)] prediction[i, int(y_)] = -np.inf return 0.5 - ((prob - prediction.max(axis=1)) / 2) class AbsErrorErrFunc(RegressionErrFunc): """Calculates absolute error nonconformity for regression problems. For each correct output in ``y``, nonconformity is defined as .. math:: | y_i - hat{y}_i | """ # noqa def __init__(self): super(AbsErrorErrFunc, self).__init__() def apply(self, prediction, y): return np.abs(prediction - y) def apply_inverse(self, nc, significance): nc = np.sort(nc)[::-1] border = int(np.floor(significance * (nc.size + 1))) - 1 # TODO: should probably warn against too few calibration examples border = min(max(border, 0), nc.size - 1) return np.vstack([nc[border], nc[border]]) class BoostedAbsErrorErrFunc(RegressionErrFunc): """ Calculates absolute error nonconformity for regression problems. Applies linear interpolation for nonconformity scores when we have less than 100 samples in the validation dataset. """ # noqa def __init__(self): super(BoostedAbsErrorErrFunc, self).__init__() def apply(self, prediction, y): return np.abs(prediction - y) def apply_inverse(self, nc, significance): nc = np.sort(nc)[::-1] border = int(np.floor(significance * (nc.size + 1))) - 1 if 1 < nc.size < 100: x = np.arange(nc.shape[0]) interp = interp1d(x, nc) nc = interp(np.linspace(0, nc.size - 1, 100)) border = min(max(border, 0), nc.size - 1) return np.vstack([nc[border], nc[border]]) class SignErrorErrFunc(RegressionErrFunc): """Calculates signed error nonconformity for regression problems. For each correct output in ``y``, nonconformity is defined as .. math:: y_i - hat{y}_i References ---------- .. [1] Linusson, Henrik, Ulf Johansson, and Tuve Lofstrom. Signed-error conformal regression. Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer International Publishing, 2014. """ # noqa def __init__(self): super(SignErrorErrFunc, self).__init__() def apply(self, prediction, y): return (prediction - y) def apply_inverse(self, nc, significance): nc = np.sort(nc)[::-1] upper = int(np.floor((significance / 2) * (nc.size + 1))) lower = int(np.floor((1 - significance / 2) * (nc.size + 1))) # TODO: should probably warn against too few calibration examples upper = min(max(upper, 0), nc.size - 1) lower = max(min(lower, nc.size - 1), 0) return np.vstack([-nc[lower], nc[upper]]) class TSAbsErrorErrFunc(TSErrFunc): r"""Calculates absolute error nonconformity for time series problems. For each forecasted step ``y_h`` for h \\in 1..horizon, nonconformity is defined as .. math:: | y_ni - hat{y}_ni | Following Stankeviciute, K. (2021). Conformal Time-Series Forecasting, we perform a Bonferroni correction over the nonoconformity scores when applying the inverse function. """ # noqa def __init__(self, horizon_length): super(TSAbsErrorErrFunc, self).__init__() self.horizon_length = horizon_length def apply(self, prediction, y): """ calculate absolute error, eq. (6) in the paper """ # noqa return np.abs(prediction - y) def apply_inverse(self, nc, significance): significance /= self.horizon_length # perform Bonferroni correction, eq. (7) in the paper nc = np.sort(nc, axis=0)[::-1] border = int(np.floor(significance * (nc.shape[0] + 1))) - 1 border = min(max(border, 0), nc.shape[0] - 1) return nc[border] # ----------------------------------------------------------------------------- # Base nonconformity scorer # ----------------------------------------------------------------------------- class BaseScorer(sklearn.base.BaseEstimator): __metaclass__ = abc.ABCMeta def __init__(self): super(BaseScorer, self).__init__() @abc.abstractmethod def fit(self, x, y): pass @abc.abstractmethod def score(self, x, y=None): pass class RegressorNormalizer(BaseScorer): def __init__(self, base_model, normalizer_model, err_func): super(RegressorNormalizer, self).__init__() self.base_model = base_model self.normalizer_model = normalizer_model self.err_func = err_func def fit(self, x, y): residual_prediction = self.base_model.predict(x) residual_error = np.abs(self.err_func.apply(residual_prediction, y)) residual_error += 0.00001 # Add small term to avoid log(0) log_err = np.log(residual_error) self.normalizer_model.fit(x, log_err) def score(self, x, y=None): norm = np.exp(self.normalizer_model.predict(x)) return norm class BaseModelNc(BaseScorer): """Base class for nonconformity scorers based on an underlying model. Parameters ---------- model : ClassifierAdapter or RegressorAdapter or TSAdapter Underlying classification model used for calculating nonconformity scores. err_func : ClassificationErrFunc or RegressionErrFunc or TSErrFunc Error function object. normalizer : BaseScorer Normalization model. beta : float Normalization smoothing parameter. As the beta-value increases, the normalized nonconformity function approaches a non-normalized equivalent. """ # noqa def __init__(self, model, err_func, normalizer=None, beta=0): super(BaseModelNc, self).__init__() self.err_func = err_func self.model = model self.normalizer = normalizer self.beta = beta # If we use sklearn.base.clone (e.g., during cross-validation), # object references get jumbled, so we need to make sure that the # normalizer has a reference to the proper model adapter, if applicable. if (self.normalizer is not None and hasattr(self.normalizer, 'base_model')): self.normalizer.base_model = self.model self.last_x, self.last_y = None, None self.last_prediction = None self.clean = False def fit(self, x, y): """Fits the underlying model of the nonconformity scorer. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of examples for fitting the underlying model. y : numpy array of shape [n_samples] Outputs of examples for fitting the underlying model. Returns ------- None """ # noqa self.model.fit(x, y) if self.normalizer is not None: self.normalizer.fit(x, y) self.clean = False def score(self, x, y=None): """Calculates the nonconformity score of a set of samples. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of examples for which to calculate a nonconformity score. y : numpy array of shape [n_samples] Outputs of examples for which to calculate a nonconformity score. Returns ------- nc : numpy array of shape [n_samples] Nonconformity scores of samples. """ # noqa prediction = self.model.predict(x) err = self.err_func.apply(prediction, y) if self.normalizer is not None: try: norm = self.normalizer.score(x) + self.beta err = err / norm except Exception: pass return err def __deepcopy__(self, memo={}): cls = self.__class__ result = cls.__new__(cls) memo[id(self)] = result for k, v in self.__dict__.items(): if k not in ['model', 'normalizer']: # model should not be copied setattr(result, k, deepcopy(v, memo)) else: setattr(result, k, v) return result # ----------------------------------------------------------------------------- # Classification nonconformity scorers # ----------------------------------------------------------------------------- class ClassifierNc(BaseModelNc): """Nonconformity scorer using an underlying class probability estimating model. Parameters ---------- model : ClassifierAdapter Underlying classification model used for calculating nonconformity scores. err_func : ClassificationErrFunc Error function object. normalizer : BaseScorer Normalization model. beta : float Normalization smoothing parameter. As the beta-value increases, the normalized nonconformity function approaches a non-normalized equivalent. Attributes ---------- model : ClassifierAdapter Underlying model object. err_func : ClassificationErrFunc Scorer function used to calculate nonconformity scores. """ # noqa def __init__(self, model, err_func=MarginErrFunc(), normalizer=None, beta=0): super(ClassifierNc, self).__init__(model, err_func, normalizer, beta) # ----------------------------------------------------------------------------- # Regression nonconformity scorers # ----------------------------------------------------------------------------- class RegressorNc(BaseModelNc): """Nonconformity scorer using an underlying regression model. Parameters ---------- model : RegressorAdapter Underlying regression model used for calculating nonconformity scores. err_func : RegressionErrFunc Error function object. normalizer : BaseScorer Normalization model. beta : float Normalization smoothing parameter. As the beta-value increases, the normalized nonconformity function approaches a non-normalized equivalent. Attributes ---------- model : RegressorAdapter Underlying model object. err_func : RegressionErrFunc Scorer function used to calculate nonconformity scores. """ # noqa def __init__(self, model, err_func=AbsErrorErrFunc(), normalizer=None, beta=0): super(RegressorNc, self).__init__(model, err_func, normalizer, beta) def predict(self, x, nc, significance=None): """Constructs prediction intervals for a set of test examples. Predicts the output of each test pattern using the underlying model, and applies the (partial) inverse nonconformity function to each prediction, resulting in a prediction interval for each test pattern. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of patters for which to predict output values. significance : float Significance level (maximum allowed error rate) of predictions. Should be a float between 0 and 1. If ``None``, then intervals for all significance levels (0.01, 0.02, ..., 0.99) are output in a 3d-matrix. Returns ------- p : numpy array of shape [n_samples, 2] or [n_samples, 2, 99] If significance is ``None``, then p contains the interval (minimum and maximum boundaries) for each test pattern, and each significance level (0.01, 0.02, ..., 0.99). If significance is a float between 0 and 1, then p contains the prediction intervals (minimum and maximum boundaries) for the set of test patterns at the chosen significance level. """ # noqa n_test = x.shape[0] prediction = self.model.predict(x) norm = 1 if self.normalizer is not None: try: norm = self.normalizer.score(x) + self.beta except Exception: pass if significance: err_dist = self.err_func.apply_inverse(nc, significance) err_dist = np.hstack([err_dist] * n_test) err_dist *= norm intervals = np.zeros((x.shape[0], 2)) intervals[:, 0] = prediction - err_dist[0, :] intervals[:, 1] = prediction + err_dist[1, :] return intervals else: significance = np.arange(0.01, 1.0, 0.01) intervals = np.zeros((x.shape[0], 2, significance.size)) for i, s in enumerate(significance): err_dist = self.err_func.apply_inverse(nc, s) err_dist = np.hstack([err_dist] * n_test) err_dist *= norm intervals[:, 0, i] = prediction - err_dist[0, :] intervals[:, 1, i] = prediction + err_dist[0, :] return intervals # ----------------------------------------------------------------------------- # Time series nonconformity scorers # ----------------------------------------------------------------------------- class TSNc(BaseModelNc): """Nonconformity scorer using an underlying time series model. Parameters ---------- model : TSAdapter Underlying regression model used for calculating nonconformity scores. err_func : TSErrFunc Error function object. normalizer : BaseScorer Normalization model. beta : float Normalization smoothing parameter. As the beta-value increases, the normalized nonconformity function approaches a non-normalized equivalent. Attributes ---------- model : TSAdapter Underlying model object. err_func : TSErrFunc Scorer function used to calculate nonconformity scores. """ # noqa def __init__(self, model, err_func=TSAbsErrorErrFunc(horizon_length=1), normalizer=None, beta=0): super(TSNc, self).__init__(model, err_func, normalizer, beta) def predict(self, x, nc, significance=None): """Constructs forecast intervals for a set of test examples. Predicts the output of each test pattern using the underlying model, and applies the (partial) inverse nonconformity function to each step of the forecast, resulting in a prediction interval for each step of the test pattern. Parameters ---------- x : numpy array of shape [n_samples, n_features] Inputs of patters for which to predict output values. significance : float Significance level (maximum allowed error rate) of predictions. Should be a float between 0 and 1. If ``None``, then intervals for all significance levels (0.01, 0.02, ..., 0.99) are output in a 3d-matrix. Returns ------- p : numpy array of shape [n_samples, horizon_length, 2] or [n_samples, horizon_length, 2, 99] If significance is ``None``, then p contains the interval (minimum and maximum boundaries) for each step of the test pattern, and each significance level (0.01, 0.02, ..., 0.99). If significance is a float between 0 and 1, then p contains the prediction intervals (minimum and maximum boundaries) for the all steps of the test patterns at the chosen significance level. """ # noqa n_test = x.shape[0] prediction = self.model.predict(x) norm = 1 if self.normalizer is not None: try: norm = self.normalizer.score(x) + self.beta except Exception: pass if significance: err_dist = self.err_func.apply_inverse(nc, significance) err_dist = np.hstack([err_dist] * n_test) err_dist *= norm intervals = np.zeros((x.shape[0], 2)) intervals[:, 0] = prediction - err_dist[0, :] intervals[:, 1] = prediction + err_dist[1, :] return intervals else: significance = np.arange(0.01, 1.0, 0.01) intervals = np.zeros((x.shape[0], self.err_func.horizon_length, 2, significance.size)) for i, s in enumerate(significance): err_dist = self.err_func.apply_inverse(nc, s) err_dist = np.vstack([err_dist] * n_test) err_dist *= norm intervals[:, :, 0, i] = prediction - err_dist[0, :] intervals[:, :, 1, i] = prediction + err_dist[0, :] return intervals ================================================ FILE: lightwood/analysis/nc/norm.py ================================================ from typing import Union import numpy as np import pandas as pd from scipy.stats import entropy from sklearn.linear_model import Ridge from sklearn.metrics import mean_absolute_error from type_infer.dtype import dtype from lightwood.mixer import BaseMixer from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs class Normalizer(BaseMixer): """ Companion class to the confidence estimation analysis block. A normalizer is a secondary machine learning model tasked with learning to estimate the "difficulty" that the main predictor will have with any problem instance. The idea is that this model should emit higher scores for tougher predictions. All scores will be passed as a normalizing factor to the conformal prediction framework, thus: - widening bounds at the same confidence level if a prediction is harder - tightening bounds at the same confidence level if a predictions is easier Reference: Papadopoulos, H., Gammerman, A., & Vovk, V. (2008). Normalized nonconformity measures for regression Conformal Prediction. """ # noqa def __init__(self, fit_params: dict): super(Normalizer, self).__init__(stop_after=fit_params['stop_after']) self.input_cols = list(fit_params['dtype_dict'].keys()) self.base_predictor = fit_params['predictor'] self.encoders = fit_params['encoders'] self.target = fit_params['target'] self.target_dtype = fit_params['dtype_dict'][fit_params['target']] self.multi_ts_task = fit_params['is_multi_ts'] self.model = Ridge() # TODO: enable underlying model selection from JsonAI self.prepared = False self.prediction_cache = None self.bounds = (0.5, 1.5) self.error_fn = mean_absolute_error def fit(self, data: EncodedDs) -> None: try: data = ConcatedEncodedDs([data]) preds = self.base_predictor(data, args=PredictionArguments.from_dict({'predict_proba': True})) truths = data.data_frame[self.target] labels = self.get_labels(preds, truths.values, data.encoders[self.target]) enc_data = data.get_encoded_data(include_target=False).numpy() self.model.fit(enc_data, labels) self.prepared = True except Exception: pass def __call__(self, ds: Union[ConcatedEncodedDs, EncodedDs, np.ndarray], args: PredictionArguments) \ -> np.ndarray: if isinstance(ds, EncodedDs) or isinstance(ds, ConcatedEncodedDs): ds = ds.get_encoded_data(include_target=False).numpy() # TODO: set upper limit for speed if self.prepared: raw = self.model.predict(ds) scores = np.clip(raw, 0.1, 1e4) # set limit deviations (TODO: benchmark stability) # scores = scores / scores.mean() # smoothed else: scores = np.ones(ds.shape[0]) return scores def score(self, data) -> np.ndarray: if not self.prepared: scores = np.ones(data.shape[0]) # by default, normalizing factor is 1 for all predictions elif self.prediction_cache is not None: scores = self.prediction_cache else: scores = self.model.predict(data) return scores def get_labels(self, preds: pd.DataFrame, truths: np.ndarray, target_enc) -> np.ndarray: if self.target_dtype in [dtype.integer, dtype.float, dtype.quantity]: if not self.multi_ts_task: preds = preds.values.squeeze() else: preds = pd.Series([p[0] for p in preds.values.squeeze()]).values preds = preds.astype(float) labels = self.compute_numerical_labels(preds, truths, self.bounds) elif self.target_dtype in [dtype.binary, dtype.categorical]: if self.base_predictor.supports_proba: prob_cols = [col for col in preds.columns if '__mdb_proba' in col] col_names = [col.replace('__mdb_proba_', '') for col in prob_cols] preds = preds[prob_cols] else: prob_cols = col_names = target_enc.map.keys() ohe_preds = pd.get_dummies(preds['prediction'], columns=col_names) for col in col_names: if col not in ohe_preds.columns: ohe_preds[col] = np.zeros(ohe_preds.shape[0]) preds = ohe_preds # reorder preds to ensure classes are in same order as in target_enc preds.columns = col_names new_order = [v for k, v in sorted(target_enc.rev_map.items(), key=lambda x: x[0])] preds = preds.reindex(columns=new_order) preds = preds.values.squeeze() preds = preds if prob_cols else target_enc.encode(preds).tolist() truths = target_enc.encode(truths).numpy() labels = self.compute_categorical_labels(preds, truths) else: raise(Exception(f"dtype {self.target_dtype} not supported for confidence normalizer")) return labels @staticmethod def compute_numerical_labels(preds: np.ndarray, truths: np.ndarray, bounds: list) -> np.ndarray: diffs = np.log(abs(preds - truths)) diffs = diffs / np.max(diffs) if np.max(diffs) > 0 else diffs labels = np.clip(bounds[0] + diffs, bounds[0], bounds[1]) return labels @staticmethod def compute_categorical_labels(preds: np.ndarray, truths: np.ndarray) -> np.ndarray: preds = np.clip(preds, 0.001, 0.999) # avoid inf labels = entropy(truths, preds, axis=1) return labels ================================================ FILE: lightwood/analysis/nc/util.py ================================================ from typing import Union, Optional import torch import numpy as np import pandas as pd from torch.nn.functional import softmax from type_infer.dtype import dtype def t_softmax(x, t=1.0, axis=1): """ Softmax with temperature scaling """ return softmax(torch.Tensor(x) / t, dim=axis).numpy() def clean_df(df, namespace, label_encoders): """ Returns cleaned DF for nonconformist calibration """ # @TODO: reevaluate whether this can be streamlined enc = label_encoders ns = namespace target = ns.target if ns.is_classification: y = df.pop(target).values if enc and isinstance(enc.categories_[0][0], str): cats = enc.categories_[0].tolist() # the last element is "__mdb_unknown_cat" y = np.array([cats.index(i) if i in cats else len(cats) - 1 for i in y]) y = y.clip(-pow(2, 63), pow(2, 63)).astype(int) elif ns.is_multi_ts: target_cols = [ns.target] + [f'{ns.target}_timestep_{i}' for i in range(1, ns.tss.horizon)] y = np.transpose(np.array([df.pop(col) for col in target_cols])) else: y = df.pop(target).values y = y.astype(float) return df, y def set_conf_range( X: pd.DataFrame, icp, target_type: dtype, analysis_info: dict, positive_domain: bool = False, std_tol: int = 1, group: str = '__default', significance: Optional[float] = None ): """ Automatically sets confidence level for numerical and categorical tasks. :param X: Validation data. :param icp: Inductive conformal predictor that sets the confidence level. Either IcpClassifier or IcpRegressor. :param target_type: dtype of the target column. :param analysis_info: :param positive_domain: Flag that indicates whether target is expected to be a positive number. :param std_tol: Tolerance for automatic confidence level selection; bigger tolerance means higher confidence, in general. :param group: For tasks with multiple different target groups (where each may have a different std_dev), indicates what group is being considered. :param significance: Desired confidence level. Can be preset (0 < x <= 0.99) :return: set confidence plus predictions regions (for numerical tasks) or pvalues (for categorical tasks). """ # noqa # numerical if target_type in (dtype.integer, dtype.float, dtype.quantity): # ICP gets all possible bounds (shape: (B, 2, 99)) all_ranges = icp.predict(X.values) # iterate over confidence levels until spread >= a multiplier of the dataset stddev if significance is not None: conf = int(100 * (1 - significance)) return significance, all_ranges[:, :, conf] else: for tol in [std_tol, std_tol + 1, std_tol + 2]: for significance in range(99): ranges = all_ranges[:, :, significance] spread = np.mean(ranges[:, 1] - ranges[:, 0]) tolerance = analysis_info['df_target_stddev'][group] * tol if spread <= tolerance: confidence = (99 - significance) / 100 if positive_domain: ranges[ranges < 0] = 0 return confidence, ranges else: ranges = all_ranges[:, :, 0] if positive_domain: ranges[ranges < 0] = 0 return 0.9901, ranges # time series elif target_type in (dtype.num_array, dtype.num_tsarray): pass # categorical elif target_type in (dtype.binary, dtype.categorical, dtype.cat_array, dtype.cat_tsarray): pvals = icp.predict(X.values) # p-values at which each class is included in the predicted set conf = get_categorical_conf(pvals) return conf, pvals # default return 0.005, np.zeros((X.shape[0], 2)) def get_numeric_conf_range( all_confs: np.ndarray, df_target_stddev: dict = {}, positive_domain: bool = False, std_tol: int = 1, group: Optional[str] = '__default', fixed_conf: float = None ): """ Gets prediction bounds for numerical targets, based on ICP estimation and width tolerance. :param all_confs: All possible bounds depending on confidence level. :param df_target_stddev: Observed train standard deviation for each group target. :param positive_domain: Flag that indicates whether target is expected to be a positive number. :param std_tol: Tolerance for automatic confidence level selection; bigger tolerance means higher confidence, in general. :param group: For tasks with multiple different target groups (where each may have a different std_dev), indicates what group is being considered. :param fixed_conf: Pre-determined confidence for the ICP, 0-1 bounded. Can be specified to bypass automatic confidence/bound detection, or to adjust the threshold sensitivity in anomaly detection tasks. :return: array with confidence for each data instance, along with lower and upper bounds for each prediction. """ # noqa if fixed_conf is None: significances = [] conf_ranges = [] std_dev = df_target_stddev[group] tolerance = std_dev * std_tol for sample_idx in range(all_confs.shape[0]): sample = all_confs[sample_idx, :, :] for idx in range(sample.shape[1]): significance = (99 - idx) / 100 diff = sample[1, idx] - sample[0, idx] if diff <= tolerance: conf_range = list(sample[:, idx]) significances.append(significance) conf_ranges.append(conf_range) break else: significances.append(0.9991) # default: confident that value falls inside big bounds bounds = sample[:, 0] sigma = (bounds[1] - bounds[0]) / 4 conf_range = [bounds[0] - sigma, bounds[1] + sigma] conf_ranges.append(conf_range) conf_ranges = np.array(conf_ranges) else: # fixed error rate conf = max(0.01, min(1.0, fixed_conf)) error_rate = 1 - conf conf_idx = int(100 * error_rate) - 1 conf_ranges = all_confs[:, :, conf_idx] significances = [conf for _ in range(conf_ranges.shape[0])] if positive_domain: conf_ranges[conf_ranges < 0] = 0 return np.array(significances), conf_ranges def get_ts_conf_range( all_confs: np.ndarray, df_target_stddev: dict = {}, positive_domain: bool = False, std_tol: int = 1, group: Optional[str] = '__default', fixed_conf: float = None ): all_significances = [] all_conf_ranges = [] for timestep in range(all_confs.shape[1]): sigs, confs = get_numeric_conf_range( all_confs[:, timestep, :, :], df_target_stddev, positive_domain, std_tol, group, fixed_conf ) all_significances.append(sigs) all_conf_ranges.append(confs) return np.vstack(all_significances).T, np.stack(all_conf_ranges).swapaxes(0, 1) def get_categorical_conf(raw_confs: np.ndarray): """ ICP confidence estimation for categorical targets from raw p-values: 1.0 minus 2nd highest p-value yields confidence for predicted label. :param all_confs: p-value for each class per data point :return: confidence for each data point """ if len(raw_confs.shape) == 1: raw_confs = np.expand_dims(raw_confs, axis=0) if raw_confs.shape[-1] == 1: # single-class edge case (only happens if predictor sees just one known label at calibration) confs = np.clip(raw_confs[:, 0], 0.0001, 0.9999) else: second_p = np.sort(raw_confs, axis=1)[:, -2] confs = np.clip(np.subtract(1, second_p), 0.0001, 0.9999) return confs def get_anomalies(insights: pd.DataFrame, observed_series: Union[pd.Series, list], cooldown: int = 1) -> np.ndarray: """ Simple procedure for unsupervised anomaly detection in time series forecasting. Uses ICP analysis block output so that any true value falling outside of the lower and upper bounds is tagged as anomalous. :param insights: dataframe with row insights used during the `.explain()` phase of all analysis blocks. :param observed_series: true values from the predicted time series. If empty, no anomalies are flagged. :param cooldown: minimum amount of observations (assuming regular sampling frequency) that need to pass between two consecutive anomalies. :return: np.ndarray of boolean flags, indicating anomalous behavior for each predicted value. """ # noqa anomalies = [] counter = 0 # cast to float (safe, we only call this method if series is numerical) try: observed_series = [float(value) for value in observed_series] except (TypeError, ValueError): return [None for _ in observed_series] lower_bounds = insights['lower'].tolist() upper_bounds = insights['upper'].tolist() for (l, u), t in zip(zip(lower_bounds, upper_bounds), observed_series): if t is not None: if isinstance(l, list): anomaly = not (l[0] <= t <= u[0]) else: anomaly = not (l <= t <= u) if anomaly and (counter == 0 or counter >= cooldown): anomalies.append(anomaly) # new anomaly event triggers, reset counter counter = 1 elif anomaly and counter < cooldown: anomalies.append(False) # overwrite as not anomalous if still in cooldown counter += 1 else: anomalies.append(anomaly) counter = 0 else: anomalies.append(None) counter += 1 return np.array(anomalies) ================================================ FILE: lightwood/analysis/nn_conf/__init__.py ================================================ ================================================ FILE: lightwood/analysis/nn_conf/temp_scale.py ================================================ from copy import deepcopy from typing import Dict, Tuple from types import SimpleNamespace import torch import pandas as pd from torch import nn, optim from sklearn.preprocessing import OrdinalEncoder from lightwood.helpers.log import log from lightwood.analysis.base import BaseAnalysisBlock class TempScaler(BaseAnalysisBlock): """ Original reference (MIT Licensed): https://github.com/gpleiss/temperature_scaling NB: Output of the neural network should be the classification logits, NOT the softmax (or log softmax)! TODO """ def __init__(self, deps=tuple()): super().__init__(deps=deps) self.temperature = nn.Parameter(torch.ones(1)) self.ordenc = OrdinalEncoder() self._softmax = torch.nn.Softmax(dim=1) self.active = False def temperature_scale(self, logits): temperature = self.temperature.unsqueeze(1).expand(logits.size(0), logits.size(1)) return logits / temperature def softmax(self, logits): return self._softmax(self.temperature_scale(logits)) def analyze(self, info: Dict[str, object], **kwargs) -> Dict[str, object]: """ Tune and set the temperature of a neural model optimizing NLL using validation set logits. """ ns = SimpleNamespace(**kwargs) if ns.predictor.mixers[ns.predictor.indexes_by_accuracy[0]].supports_proba: self.n_cls = len(ns.stats_info.train_observed_classes) nll_criterion = nn.CrossEntropyLoss() self.ordenc.fit([[val] for val in ns.stats_info.train_observed_classes]) # collect logits and labels for the validation set logits_list = [] labels_list = [] with torch.no_grad(): prob_cols = [col for col in ns.normal_predictions.columns if '__mdb_proba' in col and '__mdb_unknown_cat' not in col] if not prob_cols: return info # early stop if no proba info is available for logits, label in zip(ns.normal_predictions[prob_cols].values, ns.data[ns.target]): logits_list.append(logits.tolist()) labels_list.append(int(self.ordenc.transform([[label]]).flatten()[0])) logits = torch.tensor(logits_list) labels = torch.tensor(labels_list).long() # NLL and ECE before temp scaling before_temperature_nll = nll_criterion(logits, labels).item() log.info(f'Before calibration - NLL: {round(before_temperature_nll, 3)}') # optimize w.r.t. NLL optimizer = optim.LBFGS([self.temperature], lr=0.001, max_iter=1000) def eval_loss(): optimizer.zero_grad() loss = nll_criterion(self.temperature_scale(logits), labels) loss.backward() return loss optimizer.step(eval_loss) # NLL and ECE after temp scaling after_temperature_nll = nll_criterion(self.temperature_scale(logits), labels).item() log.info(f'Optimal temperature: {round(self.temperature.item(), 3)}') log.info(f'After calibration - NLL: {round(after_temperature_nll, 3)}') output = deepcopy(ns.normal_predictions) output['confidence'] = torch.max(self.softmax(logits), dim=1).values.detach().numpy() info['result_df'] = output self.active = True return info def explain(self, row_insights: pd.DataFrame, global_insights: Dict[str, object], **kwargs) -> Tuple[pd.DataFrame, Dict[str, object]]: """ Perform temperature scaling on logits """ prob_cols = [col for col in row_insights.columns if '__mdb_proba' in col and '__mdb_unknown_cat' not in col] if self.active and prob_cols: logits = torch.tensor(row_insights[prob_cols].values) confs = self.softmax(logits) row_insights['confidence'] = torch.max(confs, dim=1).values.detach().numpy().reshape(-1, 1) else: row_insights['confidence'] = torch.max( torch.tensor(row_insights[prob_cols].values), dim=1).values.detach().numpy().reshape(-1, 1) return row_insights, global_insights ================================================ FILE: lightwood/analysis/nn_conf/temp_scale_license ================================================ MIT License Copyright (c) 2017 Geoff Pleiss Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ================================================ FILE: lightwood/api/__init__.py ================================================ from lightwood.api.types import ( JsonAI, ProblemDefinition, TimeseriesSettings, ModelAnalysis, PredictionArguments, ) from lightwood.api.predictor import PredictorInterface from lightwood.api.high_level import ( code_from_problem, predictor_from_problem, predictor_from_code, code_from_json_ai, json_ai_from_problem, predictor_from_state, load_custom_module, ) __all__ = [ "code_from_problem", "predictor_from_problem", "predictor_from_code", "code_from_json_ai", "json_ai_from_problem", "JsonAI", "ProblemDefinition", "TimeseriesSettings", "ModelAnalysis", "PredictionArguments", "PredictorInterface", "predictor_from_state", "load_custom_module", ] ================================================ FILE: lightwood/api/high_level.py ================================================ import os from typing import Union import dill import pandas as pd from lightwood.api.types import JsonAI, ProblemDefinition from dataprep_ml.insights import statistical_analysis from type_infer.api import infer_types from lightwood.api.predictor import PredictorInterface from lightwood.api.json_ai import generate_json_ai from lightwood.helpers.codegen import code_from_json_ai as _code_from_json_ai, _module_from_code, _predictor_from_code import sys import gc import time from lightwood.helpers.log import log from shutil import copyfile def load_custom_module(file_path: str): from lightwood import __version__ as lightwood_version modules_dir = os.path.join(os.path.expanduser('~/lightwood_modules'), lightwood_version.replace('.', '_')) custom_module_path = os.path.join(modules_dir, os.path.split(file_path)[-1]) if not os.path.exists(modules_dir): os.makedirs(modules_dir) if os.path.exists(custom_module_path): os.remove(custom_module_path) copyfile(file_path, custom_module_path) def predictor_from_problem(df: pd.DataFrame, problem_definition: Union[ProblemDefinition, dict]) -> PredictorInterface: """ Creates a ready-to-train ``Predictor`` object from some raw data and a ``ProblemDefinition``. Do not use this if you want to edit the JsonAI first. Usually you'd want to next train this predictor by calling the ``learn`` method on the same dataframe used to create it. :param df: The raw data :param problem_definition: The manual specifications for your predictive problem :returns: A lightwood ``Predictor`` object """ # noqa if not isinstance(problem_definition, ProblemDefinition): problem_definition = ProblemDefinition.from_dict(problem_definition) if problem_definition.ignore_features: log.info(f'Dropping features: {problem_definition.ignore_features}') df = df.drop(columns=problem_definition.ignore_features) predictor_class_str = code_from_problem(df, problem_definition) return predictor_from_code(predictor_class_str) def json_ai_from_problem(df: pd.DataFrame, problem_definition: Union[ProblemDefinition, dict]) -> JsonAI: """ Creates a JsonAI from your raw data and problem definition. Usually you would use this when you want to subsequently edit the JsonAI, the easiest way to do this is to unload it to a dictionary via `to_dict`, modify it, and then create a new object from it using `lightwood.JsonAI.from_dict`. It's usually better to generate the JsonAI using this function rather than writing it from scratch. :param df: The raw data :param problem_definition: The manual specifications for your predictive problem :returns: A ``JsonAI`` object generated based on your data and problem specifications """ # noqa if not isinstance(problem_definition, ProblemDefinition): problem_definition = ProblemDefinition.from_dict(problem_definition) started = time.time() if problem_definition.ignore_features: log.info(f'Dropping features: {problem_definition.ignore_features}') df = df.drop(columns=problem_definition.ignore_features) type_information = infer_types(df, config={'engine': 'rule_based', 'pct_invalid': problem_definition.pct_invalid}) stats = statistical_analysis( df, type_information.dtypes, problem_definition.to_dict(), type_information.identifiers) duration = time.time() - started if problem_definition.time_aim is not None: problem_definition.time_aim -= duration if problem_definition.time_aim < 10: problem_definition.time_aim = 10 # Assume that the stuff besides encoder and mixers takes about as long as analyzing did... bad, but let's see if problem_definition.expected_additional_time is None: problem_definition.expected_additional_time = duration json_ai = generate_json_ai( type_information=type_information, statistical_analysis=stats, problem_definition=problem_definition) return json_ai def code_from_json_ai(json_ai: JsonAI) -> str: """ Autogenerates custom code based on the details you specified inside your JsonAI. :param json_ai: A ``JsonAI`` object :returns: Code (text) generate based on the ``JsonAI`` you created """ return _code_from_json_ai(json_ai) def predictor_from_code(code: str) -> PredictorInterface: """ :param code: The ``Predictor``'s code in text form :returns: A lightwood ``Predictor`` object """ return _predictor_from_code(code) def code_from_problem(df: pd.DataFrame, problem_definition: Union[ProblemDefinition, dict]) -> str: """ :param df: The raw data :param problem_definition: The manual specifications for your predictive problem :returns: The text code generated based on your data and problem specifications """ if not isinstance(problem_definition, ProblemDefinition): problem_definition = ProblemDefinition.from_dict(problem_definition) if problem_definition.ignore_features: log.info(f'Dropping features: {problem_definition.ignore_features}') df = df.drop(columns=problem_definition.ignore_features) json_ai = json_ai_from_problem(df, problem_definition) predictor_code = code_from_json_ai(json_ai) return predictor_code def predictor_from_state(state_file: str, code: str = None) -> PredictorInterface: """ :param state_file: The file containing the pickle resulting from calling ``save`` on a ``Predictor`` object :param code: The ``Predictor``'s code in text form :returns: A lightwood ``Predictor`` object """ try: module_name = None with open(state_file, 'rb') as fp: predictor = dill.load(fp) except Exception as e: module_name = str(e).lstrip("No module named '").split("'")[0] if code is None: raise Exception( 'Provide code when loading a predictor from outside the scope/script it was created in!') if module_name is not None: try: del sys.modules[module_name] except Exception: pass gc.collect() _module_from_code(code, module_name) with open(state_file, 'rb') as fp: predictor = dill.load(fp) return predictor def predictor_from_json_ai(json_ai: JsonAI) -> PredictorInterface: """ Creates a ready-to-train ``Predictor`` object based on the details you specified inside your JsonAI. :param json_ai: A ``JsonAI`` object :returns: A lightwood ``Predictor`` object """ # noqa code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) return predictor ================================================ FILE: lightwood/api/json_ai.py ================================================ # TODO: add_implicit_values unit test ensures NO changes for a fully specified file. import inspect from type_infer.dtype import dtype from type_infer.base import TypeInformation from dataprep_ml import StatisticalAnalysis from lightwood.helpers.templating import _consolidate_analysis_blocks, _add_cls_kwarg from lightwood.helpers.constants import IMPORTS, IMPORT_EXTERNAL_DIRS from lightwood.api.types import ( JsonAI, ProblemDefinition, ) import lightwood.ensemble import lightwood.encoder def lookup_encoder( col_dtype: str, col_name: str, is_target: bool, problem_defintion: ProblemDefinition, is_target_predicting_encoder: bool, statistical_analysis: StatisticalAnalysis, ): """ Assign a default encoder for a given column based on its data type, and whether it is a target. Encoders intake raw (but cleaned) data and return an feature representation. This function assigns, per data type, what the featurizer should be. This function runs on each column within the dataset available for model building to assign how it should be featurized. Users may override to create a custom encoder to enable their own featurization process. However, in order to generate template JSON-AI, this code runs automatically. Users may edit the generated syntax and use custom approaches while model building. For each encoder, "args" may be passed. These args depend an encoder requires during its preparation call. :param col_dtype: A data-type of a column specified :param col_name: The name of the column :param is_target: Whether the column is the target for prediction. If true, only certain possible feature representations are allowed, particularly for complex data types. :param problem_definition: The ``ProblemDefinition`` criteria; this populates specifics on how models and encoders may be trained. :param is_target_predicting_encoder: """ # noqa tss = problem_defintion.timeseries_settings encoder_lookup = { dtype.integer: "NumericEncoder", dtype.float: "NumericEncoder", dtype.binary: "BinaryEncoder", dtype.categorical: "CategoricalAutoEncoder" if statistical_analysis is None or len(statistical_analysis.histograms[col_name]['x']) > 16 else "OneHotEncoder", dtype.tags: "MultiHotEncoder", dtype.date: "DatetimeEncoder", dtype.datetime: "DatetimeEncoder", dtype.image: "Img2VecEncoder", dtype.rich_text: "PretrainedLangEncoder", dtype.short_text: "CategoricalAutoEncoder", dtype.quantity: "NumericEncoder", dtype.audio: "MFCCEncoder", dtype.num_array: "NumArrayEncoder", dtype.cat_array: "CatArrayEncoder", dtype.num_tsarray: "TimeSeriesEncoder", dtype.cat_tsarray: "TimeSeriesEncoder", } # If column is a target, only specific feature representations are allowed that enable supervised tasks target_encoder_lookup_override = { dtype.rich_text: "VocabularyEncoder", dtype.categorical: "OneHotEncoder", } # Assign a default encoder to each column. encoder_dict = {"module": encoder_lookup[col_dtype], "args": {}} # If the column is a target, ensure that the feature representation can enable supervised tasks if is_target: encoder_dict["args"] = {"is_target": "True"} if col_dtype in target_encoder_lookup_override: encoder_dict["module"] = target_encoder_lookup_override[col_dtype] if col_dtype in (dtype.categorical, dtype.binary): if problem_defintion.unbias_target: encoder_dict["args"][ "target_weights" ] = "$statistical_analysis.target_weights" if problem_defintion.target_weights is not None: encoder_dict["args"][ "target_weights" ] = problem_defintion.target_weights if col_dtype in (dtype.integer, dtype.float, dtype.num_array, dtype.num_tsarray): encoder_dict["args"][ "positive_domain" ] = "$statistical_analysis.positive_domain" if problem_defintion.target_weights is not None: encoder_dict["args"][ "target_weights" ] = problem_defintion.target_weights # Time-series representations require more advanced flags if tss.is_timeseries: gby = tss.group_by if tss.group_by is not None else [] if tss.order_by in gby: raise Exception('The `order_by` column cannot be used to `group_by` simultaneously!') if col_name == tss.order_by: encoder_dict["module"] = "ArrayEncoder" encoder_dict["args"]["original_type"] = f'"{tss.target_type}"' encoder_dict["args"]["window"] = f"{tss.window}" if is_target: if col_dtype in [dtype.integer]: encoder_dict["args"]["grouped_by"] = f"{gby}" encoder_dict["module"] = "TsNumericEncoder" if col_dtype in [dtype.float]: encoder_dict["args"]["grouped_by"] = f"{gby}" encoder_dict["module"] = "TsNumericEncoder" if tss.horizon > 1: encoder_dict["args"]["grouped_by"] = f"{gby}" encoder_dict["args"]["timesteps"] = f"{tss.horizon}" if col_dtype in [dtype.num_tsarray]: encoder_dict["module"] = "TsArrayNumericEncoder" elif col_dtype in [dtype.cat_tsarray]: encoder_dict["module"] = "TsCatArrayEncoder" if "__mdb_ts_previous" in col_name or col_name in tss.historical_columns: encoder_dict["module"] = "TimeSeriesEncoder" encoder_dict["args"]["original_type"] = f'"{tss.target_type}"' encoder_dict["args"]["window"] = f"{tss.window}" # Set arguments for the encoder if encoder_dict["module"] == "PretrainedLangEncoder" and not is_target: encoder_dict["args"]["output_type"] = "$dtype_dict[$target]" if eval(encoder_dict["module"]).is_trainable_encoder: encoder_dict["args"]["stop_after"] = "$problem_definition.seconds_per_encoder" if is_target_predicting_encoder: encoder_dict["args"]["embed_mode"] = "False" return encoder_dict def generate_json_ai( type_information: TypeInformation, statistical_analysis: StatisticalAnalysis, problem_definition: ProblemDefinition, ) -> JsonAI: """ Given ``type_infer.TypeInformation``, ``dataprep_ml.StatisticalAnalysis``, and the ``ProblemDefinition``, generate a JSON config file with the necessary elements of the ML pipeline populated. :param TypeInformation: Specifies what data types each column within the dataset are. Generated by `mindsdb/type_infer`. :param statistical_analysis: :param problem_definition: Specifies details of the model training/building procedure, as defined by ``ProblemDefinition`` :returns: JSON-AI object with fully populated details of the ML pipeline """ # noqaexec exec(IMPORTS, globals()) exec(IMPORT_EXTERNAL_DIRS, globals()) target = problem_definition.target input_cols = [] dependency_dict = {} tss = problem_definition.timeseries_settings dtype_dict_override = problem_definition.dtype_dict dtype_dict = type_information.dtypes for k in type_information.identifiers: if not (tss.is_timeseries and tss.group_by and k in tss.group_by) and k != target: del dtype_dict[k] for k, v in dtype_dict_override.items(): dtype_dict[k] = v for col_name, col_dtype in dtype_dict.items(): if ( (col_name not in type_information.identifiers and col_dtype not in (dtype.invalid, dtype.empty) and col_name != target) or (tss.group_by is not None and col_name in tss.group_by) ): if col_name != problem_definition.target: input_cols.append(col_name) is_target_predicting_encoder = False is_ts = problem_definition.timeseries_settings.is_timeseries imputers = [] # Single text column classification if ( len(input_cols) == 1 and type_information.dtypes[input_cols[0]] in (dtype.rich_text) and type_information.dtypes[target] in (dtype.categorical, dtype.binary) ): is_target_predicting_encoder = True submodels = [] if is_target_predicting_encoder: submodels.extend( [ { "module": "Unit", "args": { "target_encoder": "$encoders[self.target]", "stop_after": "$problem_definition.seconds_per_mixer", }, } ] ) else: # add neural model if not tss.is_timeseries: submodels.extend( [ { "module": "Neural", "args": { "fit_on_dev": True, "stop_after": "$problem_definition.seconds_per_mixer", "search_hyperparameters": True, }, } ] ) else: submodels.extend( [ { "module": "NeuralTs", "args": { "fit_on_dev": True, "stop_after": "$problem_definition.seconds_per_mixer", "search_hyperparameters": True, }, }, ] ) # add other models if (not tss.is_timeseries or tss.horizon == 1) and dtype_dict[target] not in (dtype.num_array, dtype.cat_array): submodels.extend( [ { "module": "XGBoostMixer", "args": { "stop_after": "$problem_definition.seconds_per_mixer", "fit_on_dev": True, }, }, { "module": "Regression", "args": { "stop_after": "$problem_definition.seconds_per_mixer", }, }, { "module": "RandomForest", "args": { "stop_after": "$problem_definition.seconds_per_mixer", "fit_on_dev": True, }, }, ] ) # special forecasting dispatch elif tss.is_timeseries: submodels.extend([ { "module": "XGBoostArrayMixer", "args": {}, }, ]) model = { "module": "BestOf", "args": { "submodels": submodels, } } num_ts_dtypes = (dtype.integer, dtype.float, dtype.quantity) if tss.is_timeseries and tss.horizon > 1: if dtype_dict[target] in num_ts_dtypes: dtype_dict[target] = dtype.num_tsarray problem_definition.anomaly_detection = True else: dtype_dict[target] = dtype.cat_tsarray elif tss.is_timeseries and dtype_dict[target] in num_ts_dtypes: problem_definition.anomaly_detection = True encoders = { target: lookup_encoder( dtype_dict[target], target, True, problem_definition, False, statistical_analysis, ) } for col in input_cols: encoders[col] = lookup_encoder( dtype_dict[col], col, False, problem_definition, is_target_predicting_encoder, statistical_analysis, ) # Decide on the accuracy functions to use output_dtype = dtype_dict[target] if output_dtype in [ dtype.integer, dtype.float, dtype.date, dtype.datetime, dtype.quantity, ]: accuracy_functions = ["r2_score"] elif output_dtype in [dtype.categorical, dtype.tags, dtype.binary]: accuracy_functions = ["balanced_accuracy_score"] elif output_dtype in (dtype.num_tsarray, ): accuracy_functions = ["complementary_smape_array_accuracy"] elif output_dtype in (dtype.num_array, ): accuracy_functions = ["evaluate_num_array_accuracy"] elif output_dtype in (dtype.cat_array, dtype.cat_tsarray): accuracy_functions = ["evaluate_cat_array_accuracy"] else: raise Exception( f"Please specify a custom accuracy function for output type {output_dtype}" ) if is_ts: if output_dtype in [dtype.integer, dtype.float, dtype.quantity]: # forces this acc fn for t+1 time series forecasters accuracy_functions = ["complementary_smape_array_accuracy"] if output_dtype in (dtype.integer, dtype.float, dtype.quantity, dtype.num_tsarray): imputers.append({"module": "NumericalImputer", "args": { "value": "'zero'", "target": f"'{target}'"}} ) elif output_dtype in [dtype.categorical, dtype.tags, dtype.binary, dtype.cat_tsarray]: imputers.append({"module": "CategoricalImputer", "args": { "value": "'mode'", "target": f"'{target}'"}} ) if problem_definition.time_aim is None: # 5 days problem_definition.time_aim = 3 * 24 * 3600 # Encoders are assigned 1/3 of the time unless a user overrides this (equal time per encoder) if problem_definition.seconds_per_encoder is None: nr_trainable_encoders = len( [ x for x in encoders.values() if eval(x["module"]).is_trainable_encoder ] ) if nr_trainable_encoders > 0: problem_definition.seconds_per_encoder = 0.33 * problem_definition.time_aim / nr_trainable_encoders # Mixers are assigned 1/3 of the time aim (or 2/3 if there are no trainable encoders )\ # unless a user overrides this (equal time per mixer) if problem_definition.seconds_per_mixer is None: if problem_definition.seconds_per_encoder is None: problem_definition.seconds_per_mixer = 0.66 * problem_definition.time_aim / len(model['args']['submodels']) else: problem_definition.seconds_per_mixer = 0.33 * problem_definition.time_aim / len(model['args']['submodels']) return JsonAI( cleaner=None, splitter=None, analyzer=None, explainer=None, encoders=encoders, imputers=imputers, dtype_dict=dtype_dict, dependency_dict=dependency_dict, model=model, problem_definition=problem_definition, identifiers=type_information.identifiers, timeseries_transformer=None, timeseries_analyzer=None, accuracy_functions=accuracy_functions, ) def _merge_implicit_values(field: dict, implicit_value: dict) -> dict: """ Helper function for `_populate_implicit_field`. Takes a user-defined field along with its implicit value, and merges them together. :param field: JsonAI field with user-defined parameters. :param implicit_value: implicit values for the field. :return: original field with implicit values merged into it. """ exec(IMPORTS, globals()) exec(IMPORT_EXTERNAL_DIRS, globals()) module = eval(field["module"]) if inspect.isclass(module): args = list(inspect.signature(module.__init__).parameters.keys())[1:] else: args = module.__code__.co_varnames for arg in args: if "args" not in field: field["args"] = implicit_value["args"] else: if arg not in field["args"]: if arg in implicit_value["args"]: field["args"][arg] = implicit_value["args"][arg] return field def _populate_implicit_field( json_ai: JsonAI, field_name: str, implicit_value: dict, is_timeseries: bool ) -> None: """ Populate the implicit field of the JsonAI, either by filling it in entirely if missing, or by introspecting the class or function and assigning default values to the args in it's signature that are in the implicit default but haven't been populated by the user :params: json_ai: ``JsonAI`` object that describes the ML pipeline that may not have every detail fully specified. :params: field_name: Name of the field the implicit field in ``JsonAI`` :params: implicit_value: The dictionary containing implicit values for the module and arg in the field :params: is_timeseries: Whether or not this is a timeseries problem :returns: nothing, this method mutates the respective field of the ``JsonAI`` object it receives """ # noqa # These imports might be slow, in which case the only solution is to line this code field = json_ai.__getattribute__(field_name) if field is None: # This if is to only populated timeseries-specific implicit fields for implicit problems if is_timeseries or field_name not in ( "timeseries_analyzer", "timeseries_transformer", ): field = implicit_value # If the user specified one or more subfields in a field that's a list # Populate them with implicit arguments form the implicit values from that subfield elif isinstance(field, list) and isinstance(implicit_value, list): for i in range(len(field)): sub_field_implicit = [ x for x in implicit_value if x["module"] == field[i]["module"] ] if len(sub_field_implicit) == 1: field[i] = _merge_implicit_values(field[i], sub_field_implicit[0]) for sub_field_implicit in implicit_value: if ( len([x for x in field if x["module"] == sub_field_implicit["module"]]) == 0 ): field.append(sub_field_implicit) # If the user specified the field, add implicit arguments which we didn't specify else: field = _merge_implicit_values(field, implicit_value) json_ai.__setattr__(field_name, field) def add_implicit_values(json_ai: JsonAI) -> JsonAI: """ To enable brevity in writing, auto-generate the "unspecified/missing" details required in the ML pipeline. :params: json_ai: ``JsonAI`` object that describes the ML pipeline that may not have every detail fully specified. :returns: ``JSONAI`` object with all necessary parameters that were previously left unmentioned filled in. """ problem_definition = json_ai.problem_definition tss = problem_definition.timeseries_settings is_ts = tss.is_timeseries mixers = json_ai.model['args']['submodels'] # Add implicit ensemble arguments param_pairs = { 'target': json_ai.model["args"].get("target", "$target"), 'data': json_ai.model["args"].get("data", "encoded_test_data"), 'mixers': json_ai.model["args"].get("mixers", "$mixers"), 'fit': json_ai.model["args"].get("fit", True), 'args': json_ai.model["args"].get("args", "$pred_args"), 'accuracy_functions': json_ai.model["args"].get("accuracy_functions", "$accuracy_functions"), 'ts_analysis': json_ai.model["args"].get("ts_analysis", "self.ts_analysis" if is_ts else None), 'dtype_dict': json_ai.model["args"].get("dtype_dict", "$dtype_dict"), } ensemble_cls = getattr(lightwood.ensemble, json_ai.model["module"]) filtered_params = {} for p_name, p_value in param_pairs.items(): _add_cls_kwarg(ensemble_cls, filtered_params, p_name, p_value) json_ai.model["args"] = filtered_params json_ai.model["args"]['submodels'] = mixers # add mixers back in # Add implicit mixer arguments for i in range(len(mixers)): if not mixers[i].get("args", False): mixers[i]["args"] = {} if mixers[i]["module"] == "Unit": continue # common mixers[i]["args"]["target"] = mixers[i]["args"].get("target", "$target") mixers[i]["args"]["dtype_dict"] = mixers[i]["args"].get("dtype_dict", "$dtype_dict") mixers[i]["args"]["stop_after"] = mixers[i]["args"].get("stop_after", "$problem_definition.seconds_per_mixer") # specific if mixers[i]["module"] in ("Neural", "NeuralTs", "TabTransformerMixer"): mixers[i]["args"]["target_encoder"] = mixers[i]["args"].get( "target_encoder", "$encoders[self.target]" ) if mixers[i]["module"] in ("Neural", "NeuralTs"): mixers[i]["args"]["net"] = mixers[i]["args"].get( "net", '"DefaultNet"' if not tss.is_timeseries or not tss.use_previous_target else '"ArNet"', ) mixers[i]["args"]["search_hyperparameters"] = mixers[i]["args"].get("search_hyperparameters", True) mixers[i]["args"]["fit_on_dev"] = mixers[i]["args"].get("fit_on_dev", True) if mixers[i]["module"] == "NeuralTs": mixers[i]["args"]["timeseries_settings"] = mixers[i]["args"].get( "timeseries_settings", "$problem_definition.timeseries_settings" ) mixers[i]["args"]["ts_analysis"] = mixers[i]["args"].get("ts_analysis", "$ts_analysis") if mixers[i]["module"] == "TabTransformerMixer": mixers[i]["args"]["search_hyperparameters"] = mixers[i]["args"].get("search_hyperparameters", False) mixers[i]["args"]["fit_on_dev"] = mixers[i]["args"].get("fit_on_dev", False) elif mixers[i]["module"] in ("LightGBM", "XGBoostMixer"): mixers[i]["args"]["input_cols"] = mixers[i]["args"].get( "input_cols", "$input_cols" ) mixers[i]["args"]["target_encoder"] = mixers[i]["args"].get( "target_encoder", "$encoders[self.target]" ) mixers[i]["args"]["fit_on_dev"] = mixers[i]["args"].get( "fit_on_dev", True ) mixers[i]["args"]["use_optuna"] = True elif mixers[i]["module"] == "Regression": mixers[i]["args"]["target_encoder"] = mixers[i]["args"].get( "target_encoder", "$encoders[self.target]" ) elif mixers[i]["module"] == "RandomForest": mixers[i]["args"]["target_encoder"] = mixers[i]["args"].get( "target_encoder", "$encoders[self.target]" ) elif mixers[i]["module"] in ("LightGBMArray", "XGBoostArrayMixer"): mixers[i]["args"]["input_cols"] = mixers[i]["args"].get( "input_cols", "$input_cols" ) mixers[i]["args"]["target_encoder"] = mixers[i]["args"].get( "target_encoder", "$encoders[self.target]" ) mixers[i]["args"]["tss"] = mixers[i]["args"].get("tss", "$problem_definition.timeseries_settings") mixers[i]["args"]["ts_analysis"] = mixers[i]["args"].get("ts_analysis", "$ts_analysis") mixers[i]["args"]["fit_on_dev"] = mixers[i]["args"].get("fit_on_dev", "True") mixers[i]["args"]["use_stl"] = mixers[i]["args"].get("use_stl", "False") elif mixers[i]["module"] in ("NHitsMixer", ): mixers[i]["args"]["horizon"] = "$problem_definition.timeseries_settings.horizon" mixers[i]["args"]["window"] = "$problem_definition.timeseries_settings.window" mixers[i]["args"]["ts_analysis"] = mixers[i]["args"].get( "ts_analysis", "$ts_analysis" ) problem_definition.fit_on_all = False # takes too long otherwise elif mixers[i]["module"] in ("SkTime", "ProphetMixer", "ETSMixer", "ARIMAMixer"): mixers[i]["args"]["ts_analysis"] = mixers[i]["args"].get( "ts_analysis", "$ts_analysis" ) if "horizon" not in mixers[i]["args"]: mixers[i]["args"]["horizon"] = "$problem_definition.timeseries_settings.horizon" # enforce fit_on_all if this mixer is specified problem_definition.fit_on_all = True # encoder checks for name in json_ai.encoders: if name not in json_ai.dependency_dict: json_ai.dependency_dict[name] = [] # filter arguments for included encoders (custom encoders will skip the check) for col, enc_dict in json_ai.encoders.items(): filtered_kwargs = {} if hasattr(lightwood.encoder, enc_dict['module']): encoder_cls = getattr(lightwood.encoder, enc_dict['module']) for k, v in enc_dict['args'].items(): _add_cls_kwarg(encoder_cls, filtered_kwargs, k, v) json_ai.encoders[col]['args'] = filtered_kwargs # Add "hidden" fields hidden_fields = { "cleaner": { "module": "cleaner", "args": { "pct_invalid": "$problem_definition.pct_invalid", "identifiers": "$identifiers", "data": "data", "dtype_dict": "$dtype_dict", "target": "$target", "mode": "$mode", "imputers": "$imputers", "timeseries_settings": "$problem_definition.timeseries_settings.to_dict()", "anomaly_detection": "$problem_definition.anomaly_detection", }, }, "splitter": { "module": "splitter", "args": { "tss": "$problem_definition.timeseries_settings.to_dict()", "data": "data", "seed": "$problem_definition.seed_nr", "target": "$target", "dtype_dict": "$dtype_dict", "pct_train": 0.8, "pct_dev": 0.1, "pct_test": 0.1, }, }, "analyzer": { "module": "model_analyzer", "args": { "stats_info": "$statistical_analysis", "pdef": "$problem_definition", "accuracy_functions": "$accuracy_functions", "predictor": "$ensemble", "data": "encoded_test_data", "train_data": "encoded_train_data", "target": "$target", "dtype_dict": "$dtype_dict", "analysis_blocks": "$analysis_blocks", "ts_analysis": "$ts_analysis" if is_ts else None, }, }, "explainer": { "module": "explain", "args": { "problem_definition": "$problem_definition", "stat_analysis": "$statistical_analysis", "data": "data", "encoded_data": "encoded_data", "predictions": "df", "runtime_analysis": "$runtime_analyzer", "ts_analysis": "$ts_analysis" if is_ts else None, "target_name": "$target", "target_dtype": "$dtype_dict[self.target]", "explainer_blocks": "$analysis_blocks", "pred_args": "$pred_args", }, }, "analysis_blocks": [ { "module": "ICP", "args": { "fixed_significance": None, "confidence_normalizer": False, }, }, { "module": "AccStats", "args": {"deps": ["ICP"]}, }, { "module": "ConfStats", "args": {"deps": ["ICP"]}, }, { "module": "PermutationFeatureImportance", "args": {"deps": ["AccStats"]}, }, ] if problem_definition.use_default_analysis else [], "timeseries_transformer": { "module": "transform_timeseries", "args": { "timeseries_settings": "$problem_definition.timeseries_settings", "data": "data", "dtype_dict": "$dtype_dict", "target": "$target", "mode": "$mode", "pred_args": "$pred_args", }, }, "timeseries_analyzer": { "module": "timeseries_analyzer", "args": { "timeseries_settings": "$problem_definition.timeseries_settings", "data": "data", "dtype_dict": "$dtype_dict", "target": "$target", }, }, } for field_name, implicit_value in hidden_fields.items(): _populate_implicit_field(json_ai, field_name, implicit_value, tss.is_timeseries) # further consolidation to_inspect = ['analysis_blocks'] consolidation_methods = { 'analysis_blocks': _consolidate_analysis_blocks } for k in to_inspect: method = consolidation_methods[k] setattr(json_ai, k, method(json_ai, k)) return json_ai def validate_json_ai(json_ai: JsonAI) -> bool: """ Checks the validity of a ``JsonAI`` object :param json_ai: A ``JsonAI`` object :returns: Whether the JsonAI is valid, i.e. doesn't contain prohibited values, unknown values and can be turned into code. """ # noqa from lightwood.api.high_level import predictor_from_code, code_from_json_ai try: predictor_from_code(code_from_json_ai(json_ai)) return True except Exception: return False ================================================ FILE: lightwood/api/predictor.py ================================================ import dill from typing import Dict, Optional import pandas as pd from lightwood.api.types import ModelAnalysis # Interface that must be respected by predictor objects generated from JSON ML and/or compatible with Mindsdb class PredictorInterface: """ Abstraction of a Lightwood predictor. The ``PredictorInterface`` encompasses how Lightwood interacts with the full ML pipeline. Internally, The ``PredictorInterface`` class must have several expected functions: - ``analyze_data``: Peform a statistical analysis on the unprocessed data; this helps inform downstream encoders and mixers on how to treat the data types. - ``preprocess``: Apply cleaning functions to each of the columns within the dataset to prepare them for featurization - ``split``: Split the input dataset into a train/dev/test set according to your splitter function - ``prepare``: Create and, if necessary, train your encoders to create feature representations from each column of your data. - ``featurize``: For input, pre-processed data, create feature vectors - ``fit``: Train your mixer models to yield predictions from featurized data - ``analyze_ensemble``: Evaluate the quality of fit for your mixer models - ``adjust``: Incorporate new data to update pre-existing model(s). For simplification, we offer an end-to-end approach that allows you to input raw data and follow every step of the process until you reach a trained predictor with the ``learn`` function: - ``learn``: An end-to-end technique specifying how to pre-process, featurize, and train the model(s) of interest. The expected input is raw, untrained data. No explicit output is provided, but the Predictor object will "host" the trained model thus. You can also use the predictor to now estimate new data: - ``predict``: Deploys the chosen best model, and evaluates the given data to provide target estimates. - ``test``: Similar to predict, but user also passes an accuracy function that will be used to compute a metric with the generated predictions. - ``save``: Saves the Predictor object for further use. The ``PredictorInterface`` is created via J{ai}son's custom code creation. A problem inherits from this class with pre-populated routines to fill out expected results, given the nature of each problem type. """ # noqa model_analysis: ModelAnalysis = None def __init__(self): pass def analyze_data(self, data: pd.DataFrame) -> None: """ Performs a statistical analysis on the data to identify distributions, imbalanced classes, and other nuances within the data. :param data: Data used in training the model(s). """ # noqa pass def preprocess(self, data: pd.DataFrame) -> pd.DataFrame: """ Cleans the unprocessed dataset provided. :param data: (Unprocessed) Data used in training the model(s). :returns: The cleaned data frame """ # noqa pass def split(self, data: pd.DataFrame) -> Dict[str, pd.DataFrame]: """ Categorizes the data into a training/testing split; if data is a classification problem, will stratify the data. :param data: Pre-processed data, but generically any dataset to split into train/dev/test. :returns: Dictionary containing training/testing fraction """ # noqa pass def prepare(self, data: Dict[str, pd.DataFrame]) -> None: """ Prepares the encoders for each column of data. :param data: Pre-processed data that has been split into train/test. Explicitly uses "train" and/or "dev" in preparation of encoders. :returns: Nothing; prepares the encoders for learned representations. """ # noqa def featurize(self, split_data: Dict[str, pd.DataFrame]): """ Provides an encoded representation for each dataset in ``split_data``. Requires `self.encoders` to be prepared. :param split_data: Pre-processed data from the dataset, split into train/test (or any other keys relevant) :returns: For each dataset provided in ``split_data``, the encoded representations of the data. """ # noqa pass def fit(self, enc_data: Dict[str, pd.DataFrame]) -> None: """ Fits "mixer" models to train predictors on the featurized data. Instantiates a set of trained mixers and an ensemble of them. :param enc_data: Pre-processed and featurized data, split into the relevant train/test splits. Keys expected are "train", "dev", and "test" """ # noqa pass def analyze_ensemble(self, enc_data: Dict[str, pd.DataFrame]) -> None: """ Evaluate the quality of mixers within an ensemble of models. :param enc_data: Pre-processed and featurized data, split into the relevant train/test splits. """ pass def learn(self, data: pd.DataFrame) -> None: """ Trains the attribute model starting from raw data. Raw data is pre-processed and cleaned accordingly. As data is assigned a particular type (ex: numerical, categorical, etc.), the respective feature encoder will convert it into a representation useable for training ML models. Of all ML models requested, these models are compiled and fit on the training data. This step amalgates ``preprocess`` -> ``featurize`` -> ``fit`` with the necessary splitting + analyze_data that occurs. :param data: (Unprocessed) Data used in training the model(s). :returns: Nothing; instantiates with best fit model from ensemble. """ # noqa pass def adjust(self, new_data: pd.DataFrame, old_data: Optional[pd.DataFrame] = None, adjust_args: Optional[dict] = None ) -> None: """ Adjusts a previously trained model on new data. Adopts the same process as ``learn`` but with the exception that the `adjust` function expects the best model to have been already trained. .. warning:: This is experimental and subject to change. :param new_data: New data used to adjust a previously trained model. :param old_data: In some situations, the old data is still required to train a model (i.e. Regression mixer) to ensure the new data doesn't entirely override it. :param adjust_args: Optional dictionary with parameters to customize the finetuning process. :returns: Adjusts best-fit model in-place, doesn't return anything. """ # noqa pass def predict(self, data: pd.DataFrame, args: Dict[str, object] = {}) -> pd.DataFrame: """ Intakes raw data to provide model predictions. :param data: Data (n_samples, n_columns) that the model will use as input to predict the corresponding target value for each sample. :param args: any parameters used to customize inference behavior. Wrapped as a ``PredictionArguments`` object. :returns: A dataframe containing predictions and additional sample-wise information. `n_samples` rows. """ # noqa pass def test( self, data: pd.DataFrame, metrics: list, args: Dict[str, object] = {}, strict: bool = False ) -> pd.DataFrame: """ Intakes raw data to compute values for a list of provided metrics using a Lightwood predictor. :param data: Data (n_samples, n_columns) that the model(s) will evaluate on and provide the target prediction. :param metrics: A list of metrics to evaluate the model's performance on. :param args: parameters needed to update the predictor ``PredictionArguments`` object, which holds any parameters relevant for prediction. :param strict: If True, the function will raise an error if the model does not support any of the requested metrics. Otherwise it skips them. :returns: A dataframe with `n_metrics` columns, each cell containing the respective score of each metric. """ # noqa pass def save(self, file_path: str) -> None: """ With a provided file path, saves the Predictor instance for later use. :param file_path: Location to store your Predictor Instance. :returns: Saves Predictor instance. """ with open(file_path, "wb") as fp: dill.dump(self, fp) def export(self, file_path: str, json_ai_code: str) -> None: """ Exports both the predictor object and its code to a single binary file for later usage. :param file_path: Location to store your Predictor Instance. :param json_ai_code: The code generated by the user's specification. :returns: Saves Predictor instance. """ predictor_dict = {} predictor_dict['predictor'] = self predictor_dict['code'] = json_ai_code with open(file_path, "wb") as fp: dill.dump(predictor_dict, fp) ================================================ FILE: lightwood/api/types.py ================================================ # TODO: type hint the returns from typing import Dict, List, Optional, Union import sys from type_infer.dtype import dtype if sys.version_info >= (3, 8): from typing import TypedDict else: from typing_extensions import TypedDict from dataclasses import dataclass from lightwood.helpers.log import log from dataclasses_json import dataclass_json from dataclasses_json.core import _asdict, Json import json # See: https://www.python.org/dev/peps/pep-0589/ for how this works # Not very intuitive but very powerful abstraction, might be useful in other places (@TODO) class Module(TypedDict): """ Modules are the blocks of code that end up being called from the JSON AI, representing either object instantiations or function calls. :param module: Name of the module (function or class name) :param args: Argument to pass to the function or constructor """ # noqa module: str args: Dict[str, str] @dataclass class TimeseriesSettings: """ For time-series specific problems, more specific treatment of the data is necessary. The following attributes \ enable time-series tasks to be carried out properly. :param is_timeseries: Whether the input data should be treated as time series; if true, this flag is checked in \ subsequent internal steps to ensure processing is appropriate for time-series data. :param order_by: Column by which the data should be ordered. :param group_by: Optional list of columns by which the data should be grouped. Each different combination of values\ for these columns will yield a different series. :param window: The temporal horizon (number of rows) that a model intakes to "look back" into when making a\ prediction, after the rows are ordered by the order_by column and split into groups if applicable. :param horizon: The number of points in the future that predictions should be made for, defaults to 1. Once \ trained, the model will be able to predict up to this many points into the future. :param historical_columns: The temporal dynamics of these columns will be used as additional context to train the \ time series predictor. Note that a non-historical column shall still be used to forecast, but without \ considering their change through time. :param target_type: Automatically inferred dtype of the target (e.g. `dtype.integer`, `dtype.float`). :param use_previous_target: Use the previous values of the target column to generate predictions. Defaults to True. :param allow_incomplete_history: whether predictions can be made for rows with incomplete historical context (i.e. less than `window` rows have been observed for the datetime that has to be forecasted). :param eval_incomplete: whether to consider predictions with incomplete history or target information when evaluating mixer accuracy with the validation dataset. :param interval_periods: tuple of tuples with user-provided period lengths for time intervals. Default values will be added for intervals left unspecified. For interval options, check the `timeseries_analyzer.detect_period()` method documentation. e.g.: (('daily', 7),). """ # noqa is_timeseries: bool order_by: str = None window: int = None group_by: List[str] = None use_previous_target: bool = True horizon: int = None historical_columns: List[str] = None target_type: str = ( "" # @TODO: is the current setter (outside of initialization) a sane option? # @TODO: George: No, I don't think it is, we need to pass this some other way ) allow_incomplete_history: bool = True eval_incomplete: bool = False interval_periods: tuple = tuple() @staticmethod def from_dict(obj: Dict): """ Creates a TimeseriesSettings object from python dictionary specifications. :param: obj: A python dictionary with the necessary representation for time-series. The only mandatory columns are ``order_by`` and ``window``. :returns: A populated ``TimeseriesSettings`` object. """ # noqa if len(obj) > 0: for mandatory_setting, etype in zip(["order_by", "window"], [str, int]): if mandatory_setting not in obj: err = f"Missing mandatory timeseries setting: {mandatory_setting}" log.error(err) raise Exception(err) if obj[mandatory_setting] and not isinstance(obj[mandatory_setting], etype): err = f"Wrong type for mandatory timeseries setting '{mandatory_setting}': found '{type(obj[mandatory_setting])}', expected '{etype}'" # noqa log.error(err) raise Exception(err) timeseries_settings = TimeseriesSettings( is_timeseries=True, order_by=obj["order_by"], window=obj["window"], use_previous_target=obj.get("use_previous_target", True), historical_columns=[], horizon=obj.get("horizon", 1), allow_incomplete_history=obj.get('allow_incomplete_history', True), eval_incomplete=obj.get('eval_incomplete', False), interval_periods=obj.get('interval_periods', tuple(tuple())) ) for setting in obj: timeseries_settings.__setattr__(setting, obj[setting]) else: timeseries_settings = TimeseriesSettings(is_timeseries=False) return timeseries_settings @staticmethod def from_json(data: str): """ Creates a TimeseriesSettings object from JSON specifications via python dictionary. :param: data: JSON-config file with necessary Time-series specifications :returns: A populated ``TimeseriesSettings`` object. """ return TimeseriesSettings.from_dict(json.loads(data)) def to_dict(self, encode_json=False) -> Dict[str, Json]: """ Creates a dictionary from ``TimeseriesSettings`` object :returns: A python dictionary containing the ``TimeSeriesSettings`` specifications. """ return _asdict(self, encode_json=encode_json) def to_json(self) -> Dict[str, Json]: """ Creates JSON config from TimeseriesSettings object :returns: The JSON config syntax containing the ``TimeSeriesSettings`` specifications. """ return json.dumps(self.to_dict()) @dataclass class ProblemDefinition: """ The ``ProblemDefinition`` object indicates details on how the models that predict the target are prepared. \ The only required specification from a user is the ``target``, which indicates the column within the input \ data that the user is trying to predict. Within the ``ProblemDefinition``, the user can specify aspects \ about how long the feature-engineering preparation may take, and nuances about training the models. :param target: The name of the target column; this is the column that will be used as the goal of the prediction. :param pct_invalid: Number of data points maximally tolerated as invalid/missing/unknown. \ If the data cleaning process exceeds this number, no subsequent steps will be taken. :param unbias_target: all classes are automatically weighted inverse to how often they occur :param seconds_per_mixer: Number of seconds maximum to spend PER mixer trained in the list of possible mixers. :param seconds_per_encoder: Number of seconds maximum to spend when training an encoder that requires data to \ learn a representation. :param expected_additional_time: Time budget for non-encoder/mixer tasks \ (ex: data analysis, pre-processing, model ensembling or model analysis) :param time_aim: Time budget (in seconds) to train all needed components for the predictive tasks, including \ encoders and models. :param target_weights: indicates to the accuracy functions how much to weight every target class. :param positive_domain: For numerical taks, force predictor output to be positive (integer or float). :param timeseries_settings: TimeseriesSettings object for time-series tasks, refer to its documentation for \ available settings. :param anomaly_detection: Whether to conduct unsupervised anomaly detection; currently supported only for time-\ series. :param dtype_dict: Mapping of features to types (see `mindsdb.type_infer` for all possible values). This will \ override the automated type inference results. :param ignore_features: The names of the columns the user wishes to ignore in the ML pipeline. Any column name \ found in this list will be automatically removed from subsequent steps in the ML pipeline. :param use_default_analysis: whether default analysis blocks are enabled. :param fit_on_all: Whether to fit the model on the held-out validation data. Validation data is strictly \ used to evaluate how well a model is doing and is NEVER trained. However, in cases where users anticipate new \ incoming data over time, the user may train the model further using the entire dataset. :param strict_mode: crash if an `unstable` block (mixer, encoder, etc.) fails to run. :param seed_nr: custom seed to use when generating a predictor from this problem definition. """ target: str pct_invalid: float unbias_target: bool seconds_per_mixer: Optional[int] seconds_per_encoder: Optional[int] expected_additional_time: Optional[int] time_aim: Optional[float] target_weights: Optional[List[float]] positive_domain: bool timeseries_settings: TimeseriesSettings anomaly_detection: bool use_default_analysis: bool embedding_only: bool dtype_dict: Optional[dict] ignore_features: List[str] fit_on_all: bool strict_mode: bool seed_nr: int @staticmethod def from_dict(obj: Dict): """ Creates a ProblemDefinition object from a python dictionary with necessary specifications. :param obj: A python dictionary with the necessary features for the ``ProblemDefinition`` class. Only requires ``target`` to be specified. :returns: A populated ``ProblemDefinition`` object. """ target = obj['target'] pct_invalid = obj.get('pct_invalid', 2) unbias_target = obj.get('unbias_target', True) seconds_per_mixer = obj.get('seconds_per_mixer', None) seconds_per_encoder = obj.get('seconds_per_encoder', None) expected_additional_time = obj.get('expected_additional_time', None) time_aim = obj.get('time_aim', None) if time_aim is not None and time_aim < 10: log.warning(f'Your specified time aim of {time_aim} is too short. Setting it to 10 seconds.') target_weights = obj.get('target_weights', None) positive_domain = obj.get('positive_domain', False) dtype_dict = obj.get('dtype_dict', {}) timeseries_settings = TimeseriesSettings.from_dict(obj.get('timeseries_settings', {})) anomaly_detection = obj.get('anomaly_detection', False) ignore_features = obj.get('ignore_features', []) fit_on_all = obj.get('fit_on_all', True) use_default_analysis = obj.get('use_default_analysis', True) embedding_only = obj.get('embedding_only', False) strict_mode = obj.get('strict_mode', True) seed_nr = obj.get('seed_nr', 1) problem_definition = ProblemDefinition( target=target, pct_invalid=pct_invalid, unbias_target=unbias_target, seconds_per_mixer=seconds_per_mixer, seconds_per_encoder=seconds_per_encoder, expected_additional_time=expected_additional_time, time_aim=time_aim, target_weights=target_weights, positive_domain=positive_domain, timeseries_settings=timeseries_settings, anomaly_detection=anomaly_detection, dtype_dict=dtype_dict, ignore_features=ignore_features, use_default_analysis=use_default_analysis, embedding_only=embedding_only, fit_on_all=fit_on_all, strict_mode=strict_mode, seed_nr=seed_nr ) return problem_definition @staticmethod def from_json(data: str): """ Creates a ProblemDefinition Object from JSON config file. :param data: :returns: A populated ProblemDefinition object. """ return ProblemDefinition.from_dict(json.loads(data)) def to_dict(self, encode_json=False) -> Dict[str, Json]: """ Creates a python dictionary from the ProblemDefinition object :returns: A python dictionary """ return _asdict(self, encode_json=encode_json) def to_json(self) -> Dict[str, Json]: """ Creates a JSON config from the ProblemDefinition object :returns: TODO """ return json.dumps(self.to_dict()) @dataclass class JsonAI: """ The JsonAI Class allows users to construct flexible JSON config to specify their ML pipeline. JSON-AI follows a \ recipe of how to pre-process data, construct features, and train on the target column. To do so, the following \ specifications are required internally. :param encoders: A dictionary of the form: `column_name -> encoder module` :param dtype_dict: A dictionary of the form: `column_name -> data type` :param dependency_dict: A dictionary of the form: `column_name -> list of columns it depends on` :param model: The ensemble and its submodels :param problem_definition: The ``ProblemDefinition`` criteria. :param identifiers: A dictionary of column names and respective data types that are likely identifiers/IDs within the data. Through the default cleaning process, these are ignored. :param cleaner: The Cleaner object represents the pre-processing step on a dataframe. The user can specify custom subroutines, if they choose, on how to handle preprocessing. Alternatively, "None" suggests the default approach in ``dataprep_ml.cleaners``. :param splitter: The Splitter object is the method in which the input data is split into training/validation/testing data. For more details, refer to the `dataprep_ml` package documentation. :param analyzer: The Analyzer object is used to evaluate how well a model performed on the predictive task. :param explainer: The Explainer object deploys explainability tools of interest on a model to indicate how well a model generalizes its predictions. :param imputers: A list of objects that will impute missing data on each column. They are called inside the cleaner. :param analysis_blocks: The blocks that get used in both analysis and inference inside the analyzer and explainer blocks. :param timeseries_transformer: Procedure used to transform any timeseries task dataframe into the format that lightwood expects for the rest of the pipeline. :param timeseries_analyzer: Procedure that extracts key insights from any timeseries in the data (e.g. measurement frequency, target distribution, etc). :param accuracy_functions: A list of performance metrics used to evaluate the best mixers. """ # noqa encoders: Dict[str, Module] dtype_dict: Dict[str, dtype] dependency_dict: Dict[str, List[str]] model: Dict[str, Module] problem_definition: ProblemDefinition identifiers: Dict[str, str] cleaner: Optional[Module] = None splitter: Optional[Module] = None analyzer: Optional[Module] = None explainer: Optional[Module] = None imputers: Optional[List[Module]] = None analysis_blocks: Optional[List[Module]] = None timeseries_transformer: Optional[Module] = None timeseries_analyzer: Optional[Module] = None accuracy_functions: Optional[List[Union[str, Module]]] = None @staticmethod def from_dict(obj: Dict): """ Creates a JSON-AI object from dictionary specifications of the JSON-config. """ encoders = obj["encoders"] dtype_dict = obj["dtype_dict"] dependency_dict = obj["dependency_dict"] model = obj["model"] problem_definition = ProblemDefinition.from_dict(obj["problem_definition"]) identifiers = obj["identifiers"] cleaner = obj.get("cleaner", None) splitter = obj.get("splitter", None) analyzer = obj.get("analyzer", None) explainer = obj.get("explainer", None) imputers = obj.get("imputers", None) analysis_blocks = obj.get("analysis_blocks", None) timeseries_transformer = obj.get("timeseries_transformer", None) timeseries_analyzer = obj.get("timeseries_analyzer", None) accuracy_functions = obj.get("accuracy_functions", None) json_ai = JsonAI( encoders=encoders, dtype_dict=dtype_dict, dependency_dict=dependency_dict, model=model, problem_definition=problem_definition, identifiers=identifiers, cleaner=cleaner, splitter=splitter, analyzer=analyzer, explainer=explainer, imputers=imputers, analysis_blocks=analysis_blocks, timeseries_transformer=timeseries_transformer, timeseries_analyzer=timeseries_analyzer, accuracy_functions=accuracy_functions, ) return json_ai @staticmethod def from_json(data: str): """ Creates a JSON-AI object from JSON config""" return JsonAI.from_dict(json.loads(data)) def to_dict(self, encode_json=False) -> Dict[str, Json]: """ Creates a python dictionary with necessary modules within the ML pipeline specified from the JSON-AI object. :returns: A python dictionary that has the necessary components of the ML pipeline for a given dataset. """ as_dict = _asdict(self, encode_json=encode_json) for k in list(as_dict.keys()): if k == "features": feature_dict = {} for name in self.features: feature_dict[name] = self.features[name].to_dict() as_dict[k] = feature_dict if as_dict[k] is None: del as_dict[k] return as_dict def to_json(self) -> Dict[str, Json]: """ Creates JSON config to represent the necessary modules within the ML pipeline specified from the JSON-AI object. :returns: A JSON config that has the necessary components of the ML pipeline for a given dataset. """ return json.dumps(self.to_dict(), indent=4) @dataclass_json @dataclass class SubmodelData: name: str accuracy: float is_best: bool @dataclass_json @dataclass class ModelAnalysis: """ The ``ModelAnalysis`` class stores useful information to describe a model and understand its predictive performance on a validation dataset. For each trained ML algorithm, we store: :param accuracies: Dictionary with obtained values for each accuracy function (specified in JsonAI) :param accuracy_histogram: Dictionary with histograms of reported accuracy by target value. :param accuracy_samples: Dictionary with sampled pairs of observed target values and respective predictions. :param train_sample_size: Size of the training set (data that parameters are updated on) :param test_sample_size: Size of the testing set (explicitly held out) :param column_importances: Dictionary with the importance of each column for the model, as estimated by an approach that closely follows a leave-one-covariate-out strategy. :param confusion_matrix: A confusion matrix for the validation dataset. :param histograms: Histogram for each dataset feature. :param dtypes: Inferred data types for each dataset feature. """ # noqa accuracies: Dict[str, float] accuracy_histogram: Dict[str, list] accuracy_samples: Dict[str, list] train_sample_size: int test_sample_size: int column_importances: Dict[str, float] confusion_matrix: object histograms: object dtypes: object submodel_data: List[SubmodelData] @dataclass class PredictionArguments: """ This class contains all possible arguments that can be passed to a Lightwood predictor at inference time. On each predict call, all arguments included in a parameter dictionary will update the respective fields in the `PredictionArguments` instance that the predictor will have. :param predict_proba: triggers (where supported) predictions in raw probability output form. I.e. for classifiers, instead of returning only the predicted class, the output additionally includes the assigned probability for each class. :param all_mixers: forces an ensemble to return predictions emitted by all its internal mixers. :param mixer_weights: a list with coefficients that are normalized into 0-1 bounded scores to mix the output of all mixers available to a compatible ensemble (e.g. [0.5, 0.5] for an ensemble with two mixers would yield the mean prediction). Can be used with WeightedMeanEnsemble, StackedEnsemble or TsStackedEnsemble. :param fixed_confidence: Used in the ICP analyzer module, specifies an `alpha` fixed confidence so that predictions, in average, are correct `alpha` percent of the time. For unsupervised anomaly detection, this also translates into the expected error rate. Bounded between 0.01 and 0.99 (respectively implies wider and tighter bounds, all other parameters being equal). :param anomaly_cooldown: Sets the minimum amount of timesteps between consecutive firings of the the anomaly detector. :param simple_ts_bounds: in forecasting contexts, enabling this parameter disables the usual conformal-based bounds (with Bonferroni correction) and resorts to a simpler way of scaling bounds through the horizon based on the uncertainty estimation for the first value in the forecast (see helpers.ts.add_tn_num_conf_bounds for the implementation). :param anomaly_cooldown: Sets the minimum amount of timesteps between consecutive firings of the the anomaly \ detector. :param time_format: For time series predictors. If set to `infer`, predicted `order_by` timestamps will be formatted back to the original dataset's `order_by` format. Any other string value will be used as a formatting string, unless empty (''), which disables the feature (this is the default behavior). :param force_ts_infer: For time series predictors. If set to `true`, an additional row will be produced per each group in the input DF, corresponding to an out-of-sample forecast w.r.t. to the input timestamps. """ # noqa predict_proba: bool = True all_mixers: bool = False mixer_weights: list = None fixed_confidence: Union[int, float, None] = None anomaly_cooldown: int = 1 forecast_offset: int = 0 simple_ts_bounds: bool = False time_format: str = '' force_ts_infer: bool = False return_embedding: bool = False @staticmethod def from_dict(obj: Dict): """ Creates a ``PredictionArguments`` object from a python dictionary with necessary specifications. :param obj: A python dictionary with the necessary features for the ``PredictionArguments`` class. :returns: A populated ``PredictionArguments`` object. """ # maybe this should be stateful instead, and save the latest used value for each field? predict_proba = obj.get('predict_proba', PredictionArguments.predict_proba) all_mixers = obj.get('all_mixers', PredictionArguments.all_mixers) mixer_weights = obj.get('mixer_weights', PredictionArguments.mixer_weights) fixed_confidence = obj.get('fixed_confidence', PredictionArguments.fixed_confidence) anomaly_cooldown = obj.get('anomaly_cooldown', PredictionArguments.anomaly_cooldown) forecast_offset = obj.get('forecast_offset', PredictionArguments.forecast_offset) simple_ts_bounds = obj.get('simple_ts_bounds', PredictionArguments.simple_ts_bounds) time_format = obj.get('time_format', PredictionArguments.time_format) force_ts_infer = obj.get('force_ts_infer', PredictionArguments.force_ts_infer) return_embedding = obj.get('return_embedding', PredictionArguments.return_embedding) pred_args = PredictionArguments( predict_proba=predict_proba, all_mixers=all_mixers, mixer_weights=mixer_weights, fixed_confidence=fixed_confidence, anomaly_cooldown=anomaly_cooldown, forecast_offset=forecast_offset, simple_ts_bounds=simple_ts_bounds, time_format=time_format, force_ts_infer=force_ts_infer, return_embedding=return_embedding, ) return pred_args def to_dict(self, encode_json=False) -> Dict[str, Json]: """ Creates a python dictionary from the ``PredictionArguments`` object :returns: A python dictionary """ return _asdict(self, encode_json=encode_json) ================================================ FILE: lightwood/data/__init__.py ================================================ from lightwood.data.timeseries_transform import transform_timeseries from lightwood.data.timeseries_analyzer import timeseries_analyzer from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs __all__ = ['transform_timeseries', 'timeseries_analyzer', 'EncodedDs', 'ConcatedEncodedDs'] ================================================ FILE: lightwood/data/encoded_ds.py ================================================ import inspect from typing import List, Tuple, Dict import torch import numpy as np import pandas as pd from torch.utils.data import Dataset from lightwood.encoder.base import BaseEncoder class EncodedDs(Dataset): def __init__(self, encoders: Dict[str, BaseEncoder], data_frame: pd.DataFrame, target: str) -> None: """ Create a Lightwood datasource from a data frame and some encoders. This class inherits from `torch.utils.data.Dataset`. Note: normal behavior is to cache encoded representations to avoid duplicated computations. If you want an option to disable, this please open an issue. :param encoders: dictionary of Lightwood encoders used to encode the data per each column. :param data_frame: original dataframe. :param target: name of the target column to predict. """ # noqa self.data_frame = data_frame self.encoders = encoders self.target = target self.encoder_spans = {} self.input_length = 0 # feature tensor dim # save encoder span, has to use same iterator as in __getitem__ for correct indeces for col in self.data_frame: if col != self.target and self.encoders.get(col, False): self.encoder_spans[col] = (self.input_length, self.input_length + self.encoders[col].output_size) self.input_length += self.encoders[col].output_size # if cache enabled, we immediately build it self.use_cache = True self.cache_built = False self.X_cache: torch.Tensor = torch.full((len(self.data_frame),), fill_value=torch.nan) self.Y_cache: torch.Tensor = torch.full((len(self.data_frame),), fill_value=torch.nan) self.build_cache() def __len__(self): """ The length of an `EncodedDs` datasource equals the amount of rows of the original dataframe. :return: length of the `EncodedDs` """ return int(self.data_frame.shape[0]) def __getitem__(self, idx: int) -> Tuple[torch.Tensor, torch.Tensor]: """ The getter yields a tuple (X, y), where: - `X `is a concatenation of all encoded representations of the row. Size: (B, n_features) - `y` is the encoded target. Size: (B, n_features) :param idx: index of the row to access. :return: tuple (X, y) with encoded data. """ # noqa if self.use_cache and self.X_cache[idx] is not torch.nan: X = self.X_cache[idx, :] Y = self.Y_cache[idx] else: X, Y = self._encode_idxs([idx, ]) if self.use_cache: self.X_cache[idx, :] = X self.Y_cache[idx, :] = Y return X, Y def _encode_idxs(self, idxs: list): if not isinstance(idxs, list): raise Exception(f"Passed indexes is not an iterable. Check the type! Index: {idxs}") X = torch.zeros((len(idxs), self.input_length)) Y = torch.zeros((len(idxs),)) for col in self.data_frame: if self.encoders.get(col, None): kwargs = {} if 'dependency_data' in inspect.signature(self.encoders[col].encode).parameters: kwargs['dependency_data'] = {dep: [self.data_frame.iloc[idxs][dep]] for dep in self.encoders[col].dependencies} if hasattr(self.encoders[col], 'data_window'): cols = [self.target] + [f'{self.target}_timestep_{i}' for i in range(1, self.encoders[col].data_window)] data = self.data_frame[cols].iloc[idxs].values else: cols = [col] data = self.data_frame[cols].iloc[idxs].values.flatten() encoded_tensor = self.encoders[col].encode(data, **kwargs) if torch.isnan(encoded_tensor).any() or torch.isinf(encoded_tensor).any(): raise Exception(f'Encoded tensor: {encoded_tensor} contains nan or inf values, this tensor is \ the encoding of column {col} using {self.encoders[col].__class__}') if col != self.target: a, b = self.encoder_spans[col] X[:, a:b] = torch.squeeze(encoded_tensor, dim=list(range(2, len(encoded_tensor.shape)))) # target post-processing else: Y = encoded_tensor if len(encoded_tensor.shape) > 2: Y = encoded_tensor.squeeze() if len(encoded_tensor.shape) < 2: Y = encoded_tensor.unsqueeze(1) # else: # Y = encoded_tensor.ravel() return X, Y def get_column_original_data(self, column_name: str) -> pd.Series: """ Gets the original data for any given column of the `EncodedDs`. :param column_name: name of the column. :return: A `pd.Series` with the original data stored in the `column_name` column. """ return self.data_frame[column_name] def get_encoded_column_data(self, column_name: str) -> torch.Tensor: """ Gets the encoded data for any given column of the `EncodedDs`. :param column_name: name of the column. :return: A `torch.Tensor` with the encoded data of the `column_name` column. """ if self.use_cache and self.cache_built: if column_name == self.target and self.Y_cache is not None: return self.Y_cache elif self.X_cache is not torch.nan: a, b = self.encoder_spans[column_name] return self.X_cache[:, a:b] kwargs = {} if 'dependency_data' in inspect.signature(self.encoders[column_name].encode).parameters: deps = [dep for dep in self.encoders[column_name].dependencies if dep in self.data_frame.columns] kwargs['dependency_data'] = {dep: self.data_frame[dep] for dep in deps} encoded_data = self.encoders[column_name].encode(self.data_frame[column_name], **kwargs) if torch.isnan(encoded_data).any() or torch.isinf(encoded_data).any(): raise Exception(f'Encoded tensor: {encoded_data} contains nan or inf values') if not isinstance(encoded_data, torch.Tensor): raise Exception( f'The encoder: {self.encoders[column_name]} for column: {column_name} does not return a Tensor!') if self.use_cache and not self.cache_built: if column_name == self.target: self.Y_cache = encoded_data else: a, b = self.encoder_spans[column_name] self.X_cache = self.X_cache[:, a:b] return encoded_data def get_encoded_data(self, include_target: bool = True) -> torch.Tensor: """ Gets all encoded data. :param include_target: whether to include the target column in the output or not. :return: A `torch.Tensor` with the encoded dataframe. """ encoded_dfs = [] for col in self.data_frame.columns: if (include_target or col != self.target) and self.encoders.get(col, False): encoded_dfs.append(self.get_encoded_column_data(col)) return torch.cat(encoded_dfs, 1) def build_cache(self): """ This method builds a cache for the entire dataframe provided at initialization. """ if not self.use_cache: raise RuntimeError("Cannot build a cache for EncodedDS with `use_cache` set to False.") idxs = list(range(len(self.data_frame))) X, Y = self._encode_idxs(idxs) self.X_cache = X self.Y_cache = Y self.cache_built = True def clear_cache(self): """ Clears the `EncodedDs` cache. """ self.X_cache = torch.full((len(self.data_frame),), fill_value=torch.nan) self.Y_cache = torch.full((len(self.data_frame),), fill_value=torch.nan) self.cache_built = False class ConcatedEncodedDs(EncodedDs): """ `ConcatedEncodedDs` abstracts over multiple encoded datasources (`EncodedDs`) as if they were a single entity. """ # noqa # TODO: We should probably delete this abstraction, it's not really useful and it adds complexity/overhead def __init__(self, encoded_ds_arr: List[EncodedDs]) -> None: # @TODO: missing super() call here? self.encoded_ds_arr = encoded_ds_arr self.encoded_ds_lengths = [len(x) for x in self.encoded_ds_arr] self.encoders = self.encoded_ds_arr[0].encoders self.encoder_spans = self.encoded_ds_arr[0].encoder_spans self.target = self.encoded_ds_arr[0].target self.data_frame = pd.concat([x.data_frame for x in self.encoded_ds_arr]) def __len__(self): """ See `lightwood.data.encoded_ds.EncodedDs.__len__()`. """ # @TODO: behavior here is not intuitive return max(0, np.sum(self.encoded_ds_lengths) - 2) def __getitem__(self, idx: int) -> Tuple[torch.Tensor, torch.Tensor]: """ See `lightwood.data.encoded_ds.EncodedDs.__getitem__()`. """ for ds_idx, length in enumerate(self.encoded_ds_lengths): if idx - length < 0: return self.encoded_ds_arr[ds_idx][idx] else: idx -= length raise StopIteration() def get_column_original_data(self, column_name: str) -> pd.Series: """ See `lightwood.data.encoded_ds.EncodedDs.get_column_original_data()`. """ encoded_df_arr = [x.get_column_original_data(column_name) for x in self.encoded_ds_arr] return pd.concat(encoded_df_arr) def get_encoded_column_data(self, column_name: str) -> torch.Tensor: """ See `lightwood.data.encoded_ds.EncodedDs.get_encoded_column_data()`. """ encoded_df_arr = [x.get_encoded_column_data(column_name) for x in self.encoded_ds_arr] return torch.cat(encoded_df_arr, 0) def clear_cache(self): """ See `lightwood.data.encoded_ds.EncodedDs.clear_cache()`. """ for ds in self.encoded_ds_arr: ds.clear_cache() ================================================ FILE: lightwood/data/timeseries_analyzer.py ================================================ from typing import Dict, Tuple, List import numpy as np import pandas as pd from type_infer.dtype import dtype from lightwood.api.types import TimeseriesSettings from lightwood.helpers.ts import get_ts_groups, get_delta, Differencer from lightwood.encoder.time_series.helpers.common import generate_target_group_normalizers def timeseries_analyzer(data: Dict[str, pd.DataFrame], dtype_dict: Dict[str, str], timeseries_settings: TimeseriesSettings, target: str) -> Dict: """ This module analyzes (pre-processed) time series data and stores a few useful insights used in the rest of Lightwood's pipeline. :param data: dictionary with the dataset split into train, val, test subsets. :param dtype_dict: dictionary with inferred types for every column. :param timeseries_settings: A `TimeseriesSettings` object. For more details, check `lightwood.types.TimeseriesSettings`. :param target: name of the target column. The following things are extracted from each time series inside the dataset: - group_combinations: all observed combinations of values for the set of `group_by` columns. The length of this list determines how many time series are in the data. - deltas: inferred sampling interval - ts_naive_residuals: Residuals obtained from the data by a naive forecaster that repeats the last-seen value. - ts_naive_mae: Mean residual value obtained from the data by a naive forecaster that repeats the last-seen value. - target_normalizers: objects that may normalize the data within any given time series for effective learning. See `lightwood.encoder.time_series.helpers.common` for available choices. :return: Dictionary with the aforementioned insights and the `TimeseriesSettings` object for future references. """ # noqa tss = timeseries_settings groups = get_ts_groups(data['train'], tss) deltas, periods, freqs = get_delta(data['train'], tss) normalizers = generate_target_group_normalizers(data['train'], target, dtype_dict, tss) if dtype_dict[target] in (dtype.integer, dtype.float, dtype.num_tsarray): naive_forecast_residuals, scale_factor = get_grouped_naive_residuals(data['dev'], target, tss) differencers = get_differencers(data['train'], target, tss.group_by) else: naive_forecast_residuals, scale_factor = {}, {} differencers = {} return {'target_normalizers': normalizers, 'deltas': deltas, 'tss': tss, 'group_combinations': groups, 'ts_naive_residuals': naive_forecast_residuals, 'ts_naive_mae': scale_factor, 'periods': periods, 'sample_freqs': freqs, 'stl_transforms': {}, # TODO: remove, or provide from outside as user perhaps 'differencers': differencers } def get_naive_residuals(target_data: pd.DataFrame, m: int = 1) -> Tuple[List, float]: """ Computes forecasting residuals for the naive method (forecasts for time `t` is the value observed at `t-1`). Useful for computing MASE forecasting error. As per arxiv.org/abs/2203.10716, we resort to a constant forecast based on the last-seen measurement across the entire horizon. By following the original measure, the naive forecaster would have the advantage of knowing the actual values whereas the predictor would not. Note: method assumes predictions are all for the same group combination. For a dataframe that contains multiple series, use `get_grouped_naive_resiudals`. :param target_data: observed time series targets :param m: season length. the naive forecasts will be the m-th previously seen value for each series :return: (list of naive residuals, average residual value) """ # noqa # @TODO: support categorical series as well residuals = np.abs(target_data.values[1:] - target_data.values[0]).flatten() scale_factor = np.average(residuals) return residuals.tolist(), scale_factor def get_grouped_naive_residuals( info: pd.DataFrame, target: str, tss: TimeseriesSettings ) -> Tuple[Dict, Dict]: """ Wraps `get_naive_residuals` for a dataframe with multiple co-existing time series. """ # noqa group_residuals = {} group_scale_factors = {} grouped = info.groupby(by=tss.group_by) if tss.group_by else info.groupby(lambda x: '__default') for group, subset in grouped: if subset.shape[0] > 1: residuals, scale_factor = get_naive_residuals(subset[target]) # @TODO: pass m once we handle seasonality group_residuals[group] = residuals group_scale_factors[group] = scale_factor return group_residuals, group_scale_factors def get_differencers(data: pd.DataFrame, target: str, group_cols: List): differencers = {} grouped = data.groupby(by=group_cols) if group_cols else data.groupby(lambda x: True) for group, subset in grouped: differencer = Differencer() differencer.fit(subset[target].values) differencers[group] = differencer return differencers ================================================ FILE: lightwood/data/timeseries_transform.py ================================================ from typing import Dict, Optional from functools import partial import multiprocessing as mp import numpy as np import pandas as pd from lightwood.helpers.parallelism import get_nr_procs from type_infer.dtype import dtype from lightwood.api.types import TimeseriesSettings, PredictionArguments from lightwood.helpers.log import log def transform_timeseries( data: pd.DataFrame, dtype_dict: Dict[str, str], timeseries_settings: TimeseriesSettings, target: str, mode: str, pred_args: Optional[PredictionArguments] = None ) -> pd.DataFrame: """ Block that transforms the dataframe of a time series task to a convenient format for use in posterior phases like model training. The main transformations performed by this block are: - Type casting (e.g. to numerical for `order_by` column). - Windowing functions for historical context based on `TimeseriesSettings.window` parameter. - Explicitly add target columns according to the `TimeseriesSettings.horizon` parameter. - Flag all rows that are "predictable" based on all `TimeseriesSettings`. - Plus, handle all logic for the streaming use case (where forecasts are only emitted for the last observed data point). :param data: Dataframe with data to transform. :param dtype_dict: Dictionary with the types of each column. :param timeseries_settings: A `TimeseriesSettings` object. :param target: The name of the target column to forecast. :param mode: Either "train" or "predict", depending on what phase is calling this procedure. :param pred_args: Optional prediction arguments to control the transformation process. :return: A dataframe with all the transformations applied. """ # noqa pred_args = PredictionArguments() if pred_args is None else pred_args tss = timeseries_settings gb_arr = tss.group_by if tss.group_by is not None else [] oby = tss.order_by window = tss.window oby_col = tss.order_by if tss.use_previous_target and target not in data.columns: raise Exception(f"Cannot transform. Missing historical values for target column {target} (`use_previous_target` is set to True).") # noqa for hcol in tss.historical_columns: if hcol not in data.columns or data[hcol].isna().any(): raise Exception(f"Cannot transform. Missing values in historical column {hcol}.") # initial stable sort and per-partition deduplication TODO: slowish, add a top-level param to disable if needed data = data.sort_values(by=oby_col, kind='mergesort') data = data.drop_duplicates(subset=[oby_col, *gb_arr], keep='first') # pass seconds to timestamps according to each group's inferred freq, and force this freq on index grouped = data.groupby(by=tss.group_by) if tss.group_by else data.groupby(lambda x: True) reindexed = [] # TODO: introduce MP here for name, group in grouped: name = name if tss.group_by and len(tss.group_by) > 1 else (name, ) # guaranteed tuple type if group.shape[0] > 0: if group[tss.order_by].value_counts().max() > 1 and group.shape[0] > 1: raise Exception(f"Partition is not valid, faulty group {name}. Please make sure you group by a set of columns that ensures unique measurements for each grouping through time.") # noqa index = pd.to_datetime(group[oby_col], unit='s', utc=True) group.index = pd.date_range(start=index.iloc[0], end=index.iloc[-1], periods=len(group)) resampled = group group['__mdb_inferred_freq'] = None if len(group) > 2: freq = pd.infer_freq(group.index) if freq is not None: group['__mdb_inferred_freq'] = freq # sets constant column because pd.concat forgets freq (see: https://github.com/pandas-dev/pandas/issues/3232) # noqa resampled = group.resample(freq).first() reindexed.append(resampled) original_df = pd.concat(reindexed).sort_values(by='__mdb_original_index') if '__mdb_forecast_offset' in original_df.columns: """ This special column can be either None or an integer. If this column is passed, then the TS transformation will react to the values within: * If all rows = `None`, proceed as usual. This ends up generating one HORIZON-length forecast for each row in the DF. * If all rows have the same value `N <= 0`, then cutoff the dataframe latest `-N` rows after TS shaping and prime the DF (with `__make_predictions` column) so that a forecast is generated only for the last row (thus more efficient). This enables `WHERE T = LATEST - K` with `0 <= K < WINDOW` syntax upstream in MindsDB. * If all rows have the same value `N = 1`, then activate streaming inference mode where a single forecast will be emitted for the timestamp inferred by the `_ts_infer_next_row` method. This enables the (already supported) `WHERE T > LATEST` syntax. """ # noqa index = original_df[~original_df['__mdb_forecast_offset'].isin([None])] # trigger if col is constant & != None offset_available = index.shape[0] == len(original_df) and \ original_df['__mdb_forecast_offset'].unique().tolist() != [None] if offset_available: offset = min(int(original_df['__mdb_forecast_offset'].unique()[0]), 1) else: offset = 0 cutoff_mode = offset_available and offset == 1 else: offset_available = False offset = 0 cutoff_mode = False if '__mdb_forecast_offset' in original_df.columns or cutoff_mode: original_df['__make_predictions'] = True original_df['original_index'] = np.arange(len(original_df)) else: original_df['__make_predictions'] = False original_df['original_index'] = None secondary_type_dict = {} if dtype_dict[oby] in (dtype.date, dtype.integer, dtype.float): secondary_type_dict[oby] = dtype_dict[oby] original_df[f'__mdb_original_{oby}'] = original_df[oby] original_df = _ts_to_obj(original_df, [oby] + tss.historical_columns) group_lengths = [] if len(gb_arr) > 0: df_arr = [] for _, df in original_df.groupby(gb_arr): df_arr.append(df.sort_values(by=oby)) group_lengths.append(len(df)) else: df_arr = [original_df.sort_values(by=oby)] group_lengths.append(len(original_df)) n_groups = len(df_arr) for i, subdf in enumerate(df_arr): if '__mdb_forecast_offset' in subdf.columns and mode == 'predict': if cutoff_mode: df_arr[i] = _ts_infer_next_row(subdf, oby) make_preds = [False for _ in range(max(0, len(df_arr[i]) - 1))] + [True] elif offset_available: # truncate to forecast up until some len(df) + offset (which is <= 0) new_index = df_arr[i].index[:len(df_arr[i].index) + offset] make_preds = [False for _ in range(max(0, len(new_index) - 1))] + [True] df_arr[i] = df_arr[i].loc[new_index] else: if pred_args.force_ts_infer: df_arr[i] = _ts_infer_next_row(subdf, oby) # force-infer out-of-sample forecast in default mode make_preds = [True for _ in range(len(df_arr[i]))] df_arr[i]['__make_predictions'] = make_preds if len(df_arr) > 1 and len(original_df) > 5000: # @TODO: restore possibility to override this with args biggest_sub_df = df_arr[np.argmax(group_lengths)] nr_procs = min(get_nr_procs(biggest_sub_df), len(df_arr)) log.info(f'Using {nr_procs} processes to reshape.') with mp.Pool(processes=nr_procs) as pool: df_arr = pool.map( partial(_ts_add_previous_rows, order_cols=[oby] + tss.historical_columns, window=window), df_arr ) df_arr = pool.map( partial(_ts_add_future_target, target=target, horizon=tss.horizon, data_dtype=tss.target_type, mode=mode), df_arr ) if tss.use_previous_target: df_arr = pool.map( partial(_ts_add_previous_target, target=target, window=tss.window), df_arr ) else: for i in range(n_groups): df_arr[i] = _ts_add_previous_rows(df_arr[i], order_cols=[oby] + tss.historical_columns, window=window) df_arr[i] = _ts_add_future_target(df_arr[i], target=target, horizon=tss.horizon, data_dtype=tss.target_type, mode=mode) if tss.use_previous_target: df_arr[i] = _ts_add_previous_target(df_arr[i], target=target, window=tss.window) combined_df = pd.concat(df_arr) if '__mdb_forecast_offset' in combined_df.columns: combined_df = pd.DataFrame(combined_df[combined_df['__make_predictions']]) # filters by True only del combined_df['__make_predictions'] if not cutoff_mode and any([i < tss.window for i in group_lengths]): if tss.allow_incomplete_history: log.warning("Forecasting with incomplete historical context, predictions might be subpar") else: raise Exception(f'Not enough historical context to make a timeseries prediction (`allow_incomplete_history` is set to False). Please provide a number of rows greater or equal to the window size - currently (number_rows, window_size) = ({min(group_lengths)}, {tss.window}). If you can\'t get enough rows, consider lowering your window size. If you want to force timeseries predictions lacking historical context please set the `allow_incomplete_history` timeseries setting to `True`, but this might lead to subpar predictions depending on the mixer.') # noqa if n_groups > 1: df_gb_list = list(combined_df.groupby(tss.group_by)) df_gb_map = {} for gb, df in df_gb_list: df_gb_map['_' + '_'.join(str(gb))] = df del combined_df['original_index'] return combined_df def _ts_infer_next_row(df: pd.DataFrame, ob: str) -> pd.DataFrame: """ Adds an inferred next row for streaming mode purposes. :param df: dataframe from which next row is inferred. :param ob: `order_by` column. :return: Modified `df` with the inferred row appended to it. """ original_index = df.index.copy() start = original_index.min() new_index = pd.date_range(start=start, periods=len(original_index) + 1, freq=df['__mdb_inferred_freq'].iloc[0]) last_row = df.iloc[[-1]].copy() last_row['__mdb_ts_inferred'] = True if df.shape[0] > 1: butlast_row = df.iloc[[-2]] delta = (last_row[ob].values - butlast_row[ob].values).flatten()[0] else: delta = 1 last_row[ob] += delta new_df = pd.concat([df, last_row], ignore_index=True) new_df.index = pd.DatetimeIndex(new_index) return new_df def _ts_to_obj(df: pd.DataFrame, historical_columns: list) -> pd.DataFrame: """ Casts all historical columns in a dataframe to `object` type. :param df: Input dataframe :param historical_columns: Historical columns to type cast :return: Dataframe with `object`-typed historical columns """ for hist_col in historical_columns: df.loc[:, hist_col] = df[hist_col].astype(object) return df def _ts_add_previous_rows(df: pd.DataFrame, order_cols: list, window: int) -> pd.DataFrame: """ Adds previous rows (as determined by `TimeseriesSettings.window`) into the cells of the `order_by` column. :param df: Input dataframe. :param order_cols: `order_by` column and other columns flagged as `historical`. :param window: value of `TimeseriesSettings.window` parameter. :return: Dataframe with all `order_cols` modified so that their values are now arrays of historical context. """ # noqa for order_col in order_cols: new_vals = np.zeros((len(df), window)) for i in range(window, 0, -1): new_vals[:, i - 1] = df[order_col].shift(window - i).values new_vals = np.nan_to_num(new_vals, nan=0.0) for i in range(len(df)): df.at[df.index[i], order_col] = new_vals[i, :] return df def _ts_add_previous_target(df: pd.DataFrame, target: str, window: int) -> pd.DataFrame: """ Adds previous rows (as determined by `TimeseriesSettings.window`) into the cells of the target column. :param df: Input dataframe. :param target: target column name. :param window: value of `TimeseriesSettings.window` parameter. :return: Dataframe with new `__mdb_ts_previous_{target}` column that contains historical target context. """ # noqa if target not in df: return df previous_target_values = list(df[target]) del previous_target_values[-1] previous_target_values = [None] + previous_target_values previous_target_values_arr = [] for i in range(len(previous_target_values)): prev_vals = previous_target_values[max(i - window, 0):i + 1] arr = [None] * (window - len(prev_vals)) arr.extend(prev_vals) previous_target_values_arr.append(arr) df[f'__mdb_ts_previous_{target}'] = previous_target_values_arr return df def _ts_add_future_target(df, target, horizon, data_dtype, mode): """ Adds as many columns to the input dataframe as the forecasting horizon asks for (as determined by `TimeseriesSettings.horizon`). :param df: Input dataframe. :param target: target column name. :param horizon: value of `TimeseriesSettings.horizon` parameter. :param data_dtype: dictionary with types of all input columns :param mode: either "train" or "predict". `Train` will drop rows with incomplet target info. `Predict` has no effect, for now. :return: Dataframe with new `{target}_timestep_{i}'` columns that contains target labels at timestep `i` of a total `TimeseriesSettings.horizon`. """ # noqa if target not in df: return df if data_dtype in (dtype.integer, dtype.float, dtype.num_array, dtype.num_tsarray): df[target] = df[target].astype(float) for timestep_index in range(1, horizon): next_target_value_arr = list(df[target]) for del_index in range(0, min(timestep_index, len(next_target_value_arr))): del next_target_value_arr[0] next_target_value_arr.append(None) col_name = f'{target}_timestep_{timestep_index}' df[col_name] = next_target_value_arr df[col_name] = df[col_name].fillna(value=np.nan) return df ================================================ FILE: lightwood/encoder/__init__.py ================================================ # Encoders which should always work from lightwood.encoder.base import BaseEncoder from lightwood.encoder.datetime.datetime import DatetimeEncoder from lightwood.encoder.datetime.datetime_sin_normalizer import DatetimeNormalizerEncoder from lightwood.encoder.image.img_2_vec import Img2VecEncoder from lightwood.encoder.numeric.numeric import NumericEncoder from lightwood.encoder.numeric.ts_numeric import TsNumericEncoder from lightwood.encoder.array.ts_num_array import TsArrayNumericEncoder from lightwood.encoder.text.short import ShortTextEncoder from lightwood.encoder.text.vocab import VocabularyEncoder from lightwood.encoder.categorical.simple_label import SimpleLabelEncoder from lightwood.encoder.categorical.onehot import OneHotEncoder from lightwood.encoder.categorical.binary import BinaryEncoder from lightwood.encoder.categorical.autoencoder import CategoricalAutoEncoder from lightwood.encoder.time_series.ts import TimeSeriesEncoder from lightwood.encoder.array.array import ArrayEncoder, NumArrayEncoder, CatArrayEncoder from lightwood.encoder.categorical.multihot import MultiHotEncoder from lightwood.encoder.array.ts_cat_array import TsCatArrayEncoder from lightwood.encoder.text.pretrained import PretrainedLangEncoder from lightwood.encoder.audio import MFCCEncoder __all__ = ['BaseEncoder', 'DatetimeEncoder', 'Img2VecEncoder', 'NumericEncoder', 'TsNumericEncoder', 'TsArrayNumericEncoder', 'ShortTextEncoder', 'VocabularyEncoder', 'OneHotEncoder', 'CategoricalAutoEncoder', 'TimeSeriesEncoder', 'ArrayEncoder', 'MultiHotEncoder', 'TsCatArrayEncoder', 'NumArrayEncoder', 'CatArrayEncoder', 'SimpleLabelEncoder', 'PretrainedLangEncoder', 'BinaryEncoder', 'DatetimeNormalizerEncoder', 'MFCCEncoder'] ================================================ FILE: lightwood/encoder/array/__init__.py ================================================ from lightwood.encoder.array.array import ArrayEncoder __all__ = ['ArrayEncoder'] ================================================ FILE: lightwood/encoder/array/array.py ================================================ import torch import pandas as pd import numpy as np from lightwood.encoder.base import BaseEncoder from type_infer.dtype import dtype from lightwood.encoder.helpers import MinMaxNormalizer, CatNormalizer from lightwood.helpers.general import is_none from typing import List, Iterable class ArrayEncoder(BaseEncoder): """ Fits a normalizer for array data. To encode, `ArrayEncoder` returns a normalized window of previous data. It can be used for generic arrays, as well as for handling historical target values in time series tasks. Currently supported normalizing strategies are minmax for numerical arrays, and a simple one-hot for categorical arrays. See `lightwood.encoder.helpers` for more details on each approach. """ # noqa is_trainable_encoder: bool = True def __init__(self, stop_after: float, window: int = None, is_target: bool = False, original_type: dtype = None): """ :param stop_after: time budget in seconds. :param window: expected length of array data. :param original_type: element-wise data type """ # noqa super().__init__(is_target) self.stop_after = stop_after self.original_type = original_type self._normalizer = None if window is not None: self.output_size = window + 1 else: self.output_size = None def _pad_and_strip(self, array: List[object]): if len(array) < self.output_size: array = array + [0] * (self.output_size - len(array)) if len(array) > self.output_size: array = array[:self.output_size] return array def prepare(self, train_priming_data: Iterable[Iterable], dev_priming_data: Iterable[Iterable]): """ Prepare the array encoder for sequence data. :param train_priming_data: Training data of sequences :param dev_priming_data: Dev data of sequences """ if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') priming_data = pd.concat([train_priming_data, dev_priming_data]) priming_data = priming_data.values if self.output_size is None: self.output_size = np.max([len(x) for x in priming_data if x is not None]) for i in range(len(priming_data)): if is_none(priming_data[i]): priming_data[i] = [0] * self.output_size if self.original_type in (dtype.categorical, dtype.binary, dtype.cat_array, dtype.cat_tsarray): self._normalizer = CatNormalizer(encoder_class='ordinal') # maybe turn into OHE encoder? else: self._normalizer = MinMaxNormalizer() # maybe turn into numerical encoder? if isinstance(priming_data, pd.Series): priming_data = priming_data.values priming_data = [self._pad_and_strip(list(x)) for x in priming_data] self._normalizer.prepare(priming_data) self.output_size *= self._normalizer.output_size self.is_prepared = True def encode(self, column_data: Iterable[Iterable]) -> torch.Tensor: """ Encode the properties of a sequence-of-sequence representation :param column_data: Input column data to be encoded :returns: a torch-tensor representing the encoded sequence """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') if isinstance(column_data, pd.Series): column_data = column_data.values for i in range(len(column_data)): if is_none(column_data[i]): column_data[i] = [0] * self.output_size column_data = np.array([self._pad_and_strip(list(x)) for x in column_data]) data = torch.cat([self._normalizer.encode(column_data)], dim=-1) data[torch.isnan(data)] = 0.0 data[torch.isinf(data)] = 0.0 return data def decode(self, data: torch.Tensor) -> List[Iterable]: """ Converts data as a list of arrays. :param data: Encoded data prepared by this array encoder :returns: A list of iterable sequences in the original data space """ decoded = self._normalizer.decode(data.tolist()) return decoded class CatArrayEncoder(ArrayEncoder): def __init__(self, stop_after: float, window: int = None, is_target: bool = False): super(CatArrayEncoder, self).__init__(stop_after, window, is_target, original_type=dtype.cat_array) def prepare(self, train_priming_data: Iterable[Iterable], dev_priming_data: Iterable[Iterable]): super().prepare(train_priming_data, dev_priming_data) self.index_weights = torch.ones(size=(self.output_size,)) def decode(self, data: torch.Tensor) -> List[Iterable]: data = torch.round(data) # improves accuracy as by default ordinal encoder will truncate decoded = self._normalizer.decode(data.reshape(-1, 1).tolist()).reshape(1, -1) return decoded class NumArrayEncoder(ArrayEncoder): def __init__(self, stop_after: float, window: int = None, is_target: bool = False, positive_domain: bool = False): self.positive_domain = positive_domain super(NumArrayEncoder, self).__init__(stop_after, window, is_target, original_type=dtype.num_array) ================================================ FILE: lightwood/encoder/array/ts_cat_array.py ================================================ from typing import List, Dict, Iterable, Optional import torch import torch.nn.functional as F from lightwood.encoder import BaseEncoder from lightwood.encoder.categorical import OneHotEncoder class TsCatArrayEncoder(BaseEncoder): def __init__(self, timesteps: int, is_target: bool = False, grouped_by=None): """ This encoder handles arrays of categorical time series data by wrapping the OHE encoder with behavior specific to time series tasks. :param timesteps: length of forecasting horizon, as defined by TimeseriesSettings.window. :param is_target: whether this encoder corresponds to the target column. :param grouped_by: what columns, if any, are considered to group the original column and yield multiple time series. """ # noqa super(TsCatArrayEncoder, self).__init__(is_target=is_target) self.group_combinations = None self.dependencies = grouped_by self.data_window = timesteps self.sub_encoder = OneHotEncoder(is_target=is_target, use_unknown=False) def prepare(self, priming_data): """ This method prepares the underlying time series numerical encoder. """ if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') self.sub_encoder.prepare(priming_data) self.output_size = self.data_window * self.sub_encoder.output_size self.rev_map = self.sub_encoder.rev_map self.is_prepared = True def encode(self, data: Iterable[Iterable], dependency_data: Optional[Dict[str, str]] = {}) -> torch.Tensor: """ Encodes a list of time series arrays using the underlying time series numerical encoder. :param data: list of numerical values to encode. Its length is determined by the tss.window parameter, and all data points belong to the same time series. :param dependency_data: dict with values of each group_by column for the time series, used to retrieve the correct normalizer. :return: list of encoded time series arrays. Tensor is (len(data), N x K)-shaped, where N: self.data_window and K: sub-encoder # of output features. """ # noqa if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') ret = [] for series in data: ret.append(self.encode_one(series)) return torch.vstack(ret) def encode_one(self, data: Iterable) -> torch.Tensor: """ Encodes a single windowed slice of any given time series. :param data: windowed slice of a numerical time series. :return: an encoded time series array, as per the underlying `TsNumericEncoder` object. The output of this encoder for all time steps is concatenated, so the final shape of the tensor is (1, NxK), where N: self.data_window and K: sub-encoder # of output features. """ # noqa ret = [] for data_point in data: ret.append(self.sub_encoder.encode([data_point])) ret = torch.hstack(ret) padding_size = self.output_size - ret.shape[-1] if padding_size > 0: ret = F.pad(ret, (0, padding_size)) return ret def decode(self, encoded_values, dependency_data=None) -> List[List]: """ Decodes a list of encoded arrays into values in their original domains. :param encoded_values: encoded slices of numerical time series. :param dependency_data: used to determine the correct normalizer for the input. :return: a list of decoded time series arrays. """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') encoded_values = encoded_values.reshape(encoded_values.shape[0], self.data_window, self.sub_encoder.output_size) ret = [] for tensor in torch.split(encoded_values, 1, dim=0): ret.append(self.decode_one(tensor)) return ret def decode_one(self, encoded_value) -> List: """ Decodes a single window of a time series into its original domain. :param encoded_value: encoded slice of a numerical time series. :param dependency_data: used to determine the correct normalizer for the input. :return: a list of length TimeseriesSettings.window with decoded values for the forecasted time series. """ ret = [] for encoded_timestep in torch.split(encoded_value, 1, dim=1): ret.extend(self.sub_encoder.decode(encoded_timestep.squeeze(1))) return ret ================================================ FILE: lightwood/encoder/array/ts_num_array.py ================================================ from typing import List, Dict, Iterable, Optional import torch from lightwood.encoder import BaseEncoder from lightwood.encoder.numeric import TsNumericEncoder class TsArrayNumericEncoder(BaseEncoder): def __init__(self, timesteps: int, is_target: bool = False, positive_domain: bool = False, grouped_by=None, nan=0): """ This encoder handles arrays of numerical time series data by wrapping the numerical encoder with behavior specific to time series tasks. :param timesteps: length of forecasting horizon, as defined by TimeseriesSettings.window. :param is_target: whether this encoder corresponds to the target column. :param positive_domain: whether the column domain is expected to be positive numbers. :param grouped_by: what columns, if any, are considered to group the original column and yield multiple time series. """ # noqa super(TsArrayNumericEncoder, self).__init__(is_target=is_target) self.normalizers = None self.group_combinations = None self.dependencies = grouped_by self.data_window = timesteps self.positive_domain = positive_domain self.nan_value = nan self.sub_encoder = TsNumericEncoder(is_target=is_target, positive_domain=positive_domain, grouped_by=grouped_by) self.output_size = self.data_window * self.sub_encoder.output_size def prepare(self, priming_data): """ This method prepares the underlying time series numerical encoder. """ if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') self.sub_encoder.prepare(priming_data) self.is_prepared = True def encode(self, data: Iterable[Iterable], dependency_data: Optional[Dict[str, str]] = {}) -> torch.Tensor: """ Encodes a list of time series arrays using the underlying time series numerical encoder. :param data: list of numerical values to encode. Its length is determined by the tss.window parameter, and all data points belong to the same time series. :param dependency_data: dict with values of each group_by column for the time series, used to retrieve the correct normalizer. :return: list of encoded time series arrays. Tensor is (len(data), N x K)-shaped, where N: self.data_window and K: sub-encoder # of output features. """ # noqa if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') if self.sub_encoder.normalizers is None and self.normalizers is not None: self.sub_encoder.normalizers = self.normalizers if not dependency_data: dependency_data = {'__default': [None] * len(data)} ret = self.sub_encoder.encode(data, dependency_data=dependency_data) return torch.Tensor(ret).nan_to_num(self.nan_value) def decode(self, encoded_values, dependency_data=None) -> List[List]: """ Decodes a list of encoded arrays into values in their original domains. :param encoded_values: encoded slices of numerical time series. :param dependency_data: used to determine the correct normalizer for the input. :return: a list of decoded time series arrays. """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') encoded_values = encoded_values.reshape(encoded_values.shape[0], self.data_window, self.sub_encoder.output_size) ret = [] for tensor in torch.split(encoded_values, 1, dim=0): ret.append(self.decode_one(tensor, dependency_data=dependency_data)) return ret def decode_one(self, encoded_value, dependency_data={}) -> List: """ Decodes a single window of a time series into its original domain. :param encoded_value: encoded slice of a numerical time series. :param dependency_data: used to determine the correct normalizer for the input. :return: a list of length TimeseriesSettings.window with decoded values for the forecasted time series. """ ret = [] for encoded_timestep in torch.split(encoded_value, 1, dim=1): ret.extend(self.sub_encoder.decode(encoded_timestep.squeeze(1), dependency_data=dependency_data)) return ret ================================================ FILE: lightwood/encoder/audio/__init__.py ================================================ # This encoder is optional since it's underlying dependency (librosa) needs system dependencies try: from lightwood.encoder.audio.mfcc import MFCCEncoder except Exception: MFCCEncoder = None __all__ = ['MFCCEncoder'] ================================================ FILE: lightwood/encoder/audio/mfcc.py ================================================ import librosa import torch import warnings from lightwood.encoder.base import BaseEncoder from lightwood.helpers.io import read_from_path_or_url from lightwood.helpers.log import log from typing import Iterable class MFCCEncoder(BaseEncoder): is_trainable_encoder: bool = False def __init__(self, is_target: bool = False): """ Uses `librosa` to compute the Mel-frequency spectral coefficients (MFCCs) of data within an audio file. They are a common feature used in speech and audio processing. Example: https://centaur.reading.ac.uk/88046/3/ESR_for_home_AI.pdf Input data to this mixer MUST BE the location of the audio files. The output feature for any given audio file is a 2D array, flattened into a 1D one to comply with the expected format in lightwood mixers. This encoder currently does not support a `decode()` call; models with an audio output will not work. :param is_target: whether this encoder's column is the target. Is always false, as decoded audio is not available. """ # noqa assert not is_target super().__init__(is_target) def prepare(self, priming_data: Iterable[str]): """ Audio-encoding is rule-based; prepare only sets the size of the output dimension based on encoding the first example within the priming data. :param priming_data: Training data, in the form of file locations """ # noqa self.is_prepared = True priming_data = list(priming_data) ele = self.encode([str(priming_data[0])])[0] self.output_size = len(ele) def encode(self, column_data: Iterable[str]) -> torch.Tensor: """ Encode a list of audio files via mfccs. :param column_data: list of strings that point to paths or URLs of the audio files that will be encoded. """ encoded_audio_arr = [] for path in column_data: try: y, _ = read_from_path_or_url(path, librosa.load) except Exception as e: log.error(f'Unable to read audio file {path}, error: {e}') encoded_audio_arr.append([0] * self.output_size) continue # If the durations of the audio samples are highly variable, the # same coefficients will refer to time buckets of different lenghts. # This means that a model will find difficult to use temporal # information NUM_TIME_BUCKETS = 100 # audio file will be split into 100 sequential time intervals before computing the Fourier transform needed for the MFCCs. A value of `100` will split a 1s audio file in 10ms intervals, which are enough for speech recognition. It will also split a 3 minutes song in 1.8s intervals, which are still small enough to capture enough detail for genre recognition # noqa N_MFCC_COEFFICIENTS = 20 num_samples = y.shape[0] # truncate towards 1 hop_length = int(num_samples / NUM_TIME_BUCKETS + 1) with warnings.catch_warnings(): warnings.filterwarnings("ignore", category=DeprecationWarning) mfcc_coefficients = librosa.feature.mfcc( y, n_mfcc=N_MFCC_COEFFICIENTS, hop_length=hop_length ).reshape(-1) encoded_audio_arr.append(mfcc_coefficients) return torch.Tensor(encoded_audio_arr) def decode(self, _): raise Exception('This encoder is not bi-directional') ================================================ FILE: lightwood/encoder/base.py ================================================ from typing import List, Iterable import torch class BaseEncoder: """ Base class for all encoders. An encoder should return encoded representations of any columnar data. The procedure for this is defined inside the `encode()` method. If this encoder is expected to handle an output column, then it also needs to implement the respective `decode()` method that handles the inverse transformation from encoded representations to the final prediction in the original column space. For encoders that learn representations (as opposed to rule-based), the `prepare()` method will handle all learning logic. The `to()` method is used to move PyTorch-based encoders to and from a GPU. :param is_target: Whether the data to encode is the target, as per the problem definition. :param is_timeseries_encoder: Whether encoder represents sequential/time-series data. Lightwood must provide specific treatment for this kind of encoder :param is_trainable_encoder: Whether the encoder must return learned representations. Lightwood checks whether this flag is present in order to pass data to the feature representation via the ``prepare`` statement. Class Attributes: - is_prepared: Internal flag to signal that the `prepare()` method has been successfully executed. - is_nn_encoder: Whether the encoder is neural network-based. - dependencies: list of additional columns that the encoder might need to encode. - output_size: length of each encoding tensor for a single data point. """ # noqa is_target: bool is_prepared: bool is_timeseries_encoder: bool = False is_trainable_encoder: bool = False def __init__(self, is_target=False) -> None: self.is_target = is_target self.is_prepared = False self.dependencies = [] self.output_size = None # Not all encoders need to be prepared def prepare(self, priming_data: Iterable[object]) -> None: """ Given 'priming_data' (i.e. training data), prepares encoders either through a rule-based (ex: one-hot encoding) or learned (ex: DistilBERT for text) model. This works explicitly on only training data. :param priming_data: An iterable data structure where all the elements have type that is compatible with the encoder processing type; this may differ per encoder. """ # noqa self.is_prepared = True def encode(self, column_data: Iterable[object]) -> torch.Tensor: """ Given the approach defined in `prepare()`, encodes column data into a numerical representation to form part of the feature vector. After all columns are featurized, each encoded vector is concatenated to form a feature vector per row in the dataset. :param column_data: An iterable data structure where all the elements have type that is compatible with the encoder processing type; this may differ per encoder. :returns: The encoded representation of data, per column """ # noqa raise NotImplementedError def decode(self, encoded_data: torch.Tensor) -> List[object]: """ Given an encoded representation, returns the decoded value. Decoded values may not exist for all encoders (ex: rich text, audio, etc.) :param encoded_data: The input representation in encoded format :returns: The decoded representation of data, per column, in the original data-type presented. """ # noqa raise NotImplementedError # TODO Should work for all torch-based encoders, but custom behavior may have to be implemented for weird models def to(self, device, available_devices): # Find all nn.Module type objects and convert them # @TODO: Make this work recursively for v in vars(self): attr = getattr(self, v) if isinstance(attr, torch.nn.Module): attr.to(device) return self ================================================ FILE: lightwood/encoder/categorical/__init__.py ================================================ from lightwood.encoder.categorical.onehot import OneHotEncoder from lightwood.encoder.categorical.simple_label import SimpleLabelEncoder from lightwood.encoder.categorical.multihot import MultiHotEncoder from lightwood.encoder.categorical.autoencoder import CategoricalAutoEncoder __all__ = ['OneHotEncoder', 'SimpleLabelEncoder', 'MultiHotEncoder', 'CategoricalAutoEncoder'] ================================================ FILE: lightwood/encoder/categorical/autoencoder.py ================================================ import random import numpy as np import torch from torch.utils.data import DataLoader from lightwood.mixer.helpers.ranger import Ranger from lightwood.encoder.categorical.simple_label import SimpleLabelEncoder from lightwood.encoder.categorical.onehot import OneHotEncoder from lightwood.encoder.categorical.gym import Gym from lightwood.encoder.base import BaseEncoder from lightwood.helpers.log import log from lightwood.mixer.helpers.default_net import DefaultNet import pandas as pd from typing import Iterable, Tuple, List class CategoricalAutoEncoder(BaseEncoder): """ Trains an autoencoder (AE) to represent categorical information with over 100 categories. This is used to ensure that feature vectors for categorical data with many categories are not excessively large. The AE defaults to a vector sized 100 but can be adjusted to user preference. It is highly advised NOT to use this encoder to feature engineer your target, as reconstruction accuracy will determine your AE's ability to decode properly. """ # noqa is_trainable_encoder: bool = True def __init__( self, stop_after: float = 3600, is_target: bool = False, max_encoded_length: int = 100, desired_error: float = 0.01, batch_size: int = 200, device: str = '', input_encoder: str = None ): """ :param stop_after: Stops training with provided time limit (sec) :param is_target: Encoder represents target class (NOT recommended) :param max_encoded_length: Maximum length of vector represented :param desired_error: Threshold for reconstruction accuracy error :param batch_size: Minimum batch size while training :param device: Name of the device that get_device_from_name will attempt to use :param input_encoder: one of `OneHotEncoder` or `SimpleLabelEncoder` to force usage of the underlying input encoder. Note that OHE does not scale for categorical features with high cardinality, while SLE can but is less accurate overall. """ # noqa super().__init__(is_target) self.is_prepared = False self.name = 'Categorical Autoencoder' self.output_size = max_encoded_length # Model details self.net = None self.encoder = None self.decoder = None self.input_encoder = None # TBD at prepare() self.device_type = device self.input_encoder = input_encoder # Training details self.batch_size = batch_size self.desired_error = desired_error self.stop_after = stop_after def prepare(self, train_priming_data: pd.Series, dev_priming_data: pd.Series): """ Creates inputs and prepares a categorical autoencoder (CatAE) for input data. Currently, does not support a dev set; inputs for train and dev are concatenated together to train an autoencoder. :param train_priming_data: Input training data :param dev_priming_data: Input dev data (Not supported currently) """ # noqa if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') if self.is_target: log.warning('You are trying to use an autoencoder for the target value! This is very likely a bad idea.') error_msg = f'Provided an invalid input encoder ({self.input_encoder}), please use either `OneHotEncoder` or `SimpleLabelEncoder`.' # noqa if self.input_encoder is not None: assert self.input_encoder in ('OneHotEncoder', 'SimpleLabelEncoder'), error_msg log.info('Preparing a categorical autoencoder.') if self.input_encoder == 'SimpleLabelEncoder' or \ (self.input_encoder is None and train_priming_data.nunique() > 500): log.info('Deploying SimpleLabelEncoder for CategoricalAutoEncoder input.') self.input_encoder = SimpleLabelEncoder(is_target=self.is_target) input_len = self.input_encoder.output_size self.output_size = 32 net_shape = [input_len, 128, 64, self.output_size, input_len] else: log.info('Deploying OneHotEncoder for CategoricalAutoEncoder input.') self.input_encoder = OneHotEncoder(is_target=self.is_target) net_shape = None # defined at prepare() due to the OHE output size being determined then train_loader, dev_loader = self._prepare_AE_input( train_priming_data, dev_priming_data ) best_model = self._prepare_catae(train_loader, dev_loader, net_shape=net_shape) self.net = best_model.to(self.net.device) modules = [ module for module in self.net.modules() if type(module) != torch.nn.Sequential and type(module) != DefaultNet ] self.encoder = torch.nn.Sequential(*modules[0:-1]).eval() self.decoder = torch.nn.Sequential(*modules[-1:]).eval() log.info('Categorical autoencoder ready.') self.is_prepared = True def encode(self, column_data: Iterable[str]) -> torch.Tensor: """ Encodes categorical information in column as the compressed vector from the CatAE. :param column_data: An iterable of category samples from a column :returns: An embedding for each sample in original input """ # noqa encoded_tensor = self.input_encoder.encode(column_data) with torch.no_grad(): encoded_tensor = encoded_tensor.to(self.net.device) if len(encoded_tensor.shape) < 2: encoded_tensor = encoded_tensor.unsqueeze(-1) embeddings = self.encoder(encoded_tensor) return embeddings.to('cpu') def decode(self, encoded_data: torch.Tensor) -> List[str]: """ Decodes from the embedding space, the original categories. ..warning If your reconstruction accuracy is not 100%, the CatAE may not return the correct category. :param encoded_data: A torch tensor of embeddings for category predictions :returns: A list of 'translated' categories for each embedding """ # noqa with torch.no_grad(): encoded_data = encoded_data.to(self.net.device) encoded_tensor = self.decoder(encoded_data) encoded_tensor = encoded_tensor.to('cpu') return self.input_encoder.decode(encoded_tensor) def _prepare_AE_input( self, train_priming_data: pd.Series, dev_priming_data: pd.Series ) -> Tuple[DataLoader, DataLoader]: """ Creates the data loaders for the CatAE model inputs. Expected inputs are generally of form `pd.Series` Currently does not use 'dev'; concatenates both inputs together. Input to the `DataLoader` must be an Iterable[str] (ideally List[str]) """ # noqa if len(dev_priming_data) > 0: priming_data = ( pd.concat([train_priming_data, dev_priming_data]).astype(str).tolist() ) else: priming_data = [str(x) for x in train_priming_data] random.seed(len(priming_data)) # Prepare a one-hot encoder for CatAE inputs self.input_encoder.prepare(priming_data) self.batch_size = max(min(self.batch_size, int(len(priming_data) / 50)), 1) train_loader = DataLoader( list(zip(priming_data, priming_data)), batch_size=self.batch_size, shuffle=True, ) # TODO; make `Gym` compatible with a dev set dev_loader = None return train_loader, dev_loader def _prepare_catae(self, train_loader: DataLoader, dev_loader: DataLoader, net_shape=None): """ Trains the CatAE using Lightwood's `Gym` class. :param train_loader: Training dataset Loader :param dev_loader: Validation set DataLoader """ # noqa if net_shape is None: input_len = self.input_encoder.output_size net_shape = [input_len, self.output_size, input_len] self.net = DefaultNet(shape=net_shape, device=self.device_type) if isinstance(self.input_encoder, OneHotEncoder): criterion = torch.nn.CrossEntropyLoss() desired_error = self.desired_error elif isinstance(self.input_encoder, SimpleLabelEncoder): criterion = torch.nn.MSELoss() desired_error = 1e-9 else: raise Exception(f'[CatAutoEncoder] Input encoder of type {type(self.input_encoder)} is not supported!') if isinstance(self.input_encoder, OneHotEncoder): optimizer = Ranger(self.net.parameters()) output_encoder = self._encoder_targets max_time = self.stop_after else: optimizer = Ranger(self.net.parameters(), weight_decay=1e-2) output_encoder = self._label_targets max_time = 60 * 2 gym = Gym( model=self.net, optimizer=optimizer, scheduler=None, loss_criterion=criterion, device=self.net.device, name=self.name, input_encoder=self.input_encoder.encode, output_encoder=output_encoder, ) best_model, _, _ = gym.fit( train_loader, dev_loader, desired_error=desired_error, max_time=max_time, eval_every_x_epochs=1, max_unimproving_models=5, ) return best_model def _encoder_targets(self, data): """ Encodes target data with a OHE encoder """ encoded_categories = self.input_encoder.encode(data) target = encoded_categories.cpu().numpy() target_indexes = np.where(target > 0)[1] targets_c = torch.LongTensor(target_indexes) labels = targets_c.to(self.net.device) return labels def _label_targets(self, data): """ Encodes target data with a label encoder """ data = pd.Series(data) enc = self.input_encoder.encode(data) if len(enc.shape) < 2: enc = enc.unsqueeze(-1) return enc ================================================ FILE: lightwood/encoder/categorical/binary.py ================================================ from copy import deepcopy as dc from typing import Dict, List, Iterable, Tuple import torch import numpy as np from scipy.special import softmax from lightwood.encoder.base import BaseEncoder from lightwood.helpers.constants import _UNCOMMON_WORD from lightwood.helpers.log import log class BinaryEncoder(BaseEncoder): """ Creates a one-hot-encoding for binary class data. Assume two arbitrary categories :math:`A` and :math:`B`; representation for them will be as such: .. math:: A &= [1, 0] \\ B &= [0, 1] This encoder is a specialized case of one-hot encoding (OHE); unknown categories are explicitly handled as [0, 0]. Unknowns may only be reported if the input row value is NULL (or python `None` type) or if new data, after the encoder is prepared, has examples outside the feature map. When data is typed with Lightwood, this class is only deployed if an input data type is explicitly recognized as binary (i.e. the column has only 2 unique values like True/False). If future data shows a new category (thus the data is no longer truly binary), this encoder will no longer be appropriate unless you are comfortable mapping ALL new classes as [0, 0]. An encoder can represent a feature column or target column; in this case it represents a target, `is_target` is `True`, and `target_weights`. The `target_weights` parameter enables users to specify how heavily each class should be weighted within a mixer - useful in imbalanced classes. By default, `dataprep_ml.StatisticalAnalysis` phase will provide `target_weights` as the relative fraction of each class in the data which is important for imbalanced populations; for example, suppose there is a 80/20 imbalanced representation across 3 different classes - `target_weights` will be a vector as such:: target_weights = {"class1": 0.8, "class2": 0.2} Users should note that models will be presented with the inverse of the target weights, `inv_target_weights`, which will perform the 1/target_value_per_class operation. **This means large values will result in small weights for the model**. """ # noqa def __init__( self, is_target: bool = False, target_weights: Dict[str, float] = None, handle_unknown: str = 'use_encoded_value' ): super().__init__(is_target) """ :param is_target: Whether encoder featurizes target column :param target_weights: Percentage of total population represented by each category (from [0, 1]), as a dictionary. :param handle_unknown: if set to `use_encoded_value`, will assign all classes with index greater than 1 to a special UNKNOWN index. This doesn't affect the encoded representation of shape (B, 2). During decoding, any unknown or otherwise known but "out-of-bounds" word will be decoded back to the lightwood unknown category token. If this argument is set to `error`, the encoder will raise an error while preparing if there are more than two observed classes. """ # noqa self.map = {} # category name -> index self.rev_map = {} # index -> category name self.output_size = 2 self.encoder_class_type = str self.handle_unknown = handle_unknown # Weight-balance info if encoder represents target self.target_weights = None self.index_weights = None if self.is_target: self.target_weights = dc(target_weights) def prepare(self, priming_data: Iterable[str]): """ Given priming data, create a map/inverse-map corresponding category name to index (and vice versa). :param priming_data: Binary data to encode """ # noqa if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') unq_cats = np.unique([i for i in priming_data if i is not None]).tolist() self.map = {cat: indx for indx, cat in enumerate(unq_cats)} self.rev_map = {indx: cat for cat, indx in self.map.items()} # Enforce only binary; map must have exactly 2 classes. if len(self.map) > 2 and self.handle_unknown == 'use_encoded_value': log.warning('Warning: dtype for binary encoder has > 2 classes. Extra classes will be pointed to an invalid token. Try overriding this encoder with a multi-class categorical encoder, otherwise performance may not be optimal.') # noqa log.warning(f'Observed classes are: {self.map}.') elif self.handle_unknown == 'error': raise ValueError(f'Data has > 2 classes and encoder is in strict mode. Aborting. All classes are: {self.map}.') # noqa # For target-only, report on relative weights of classes if self.is_target: self.index_weights = torch.ones(self.output_size) # Equally wt. both classes # If target weights provided, weight by inverse if self.target_weights is not None: # Check target weights properly specified if sum([np.isclose(i, 0) for i in self.target_weights.values()]) > 0: raise ValueError('Target weights cannot be 0') # Ensure all classes are specified in the weights criteria assert(set(self.target_weights.keys()) == set(self.map.keys())) for cat in self.map.keys(): self.index_weights[self.map[cat]] = self.target_weights[cat] self.is_prepared = True def encode(self, column_data: Iterable[str]) -> torch.Tensor: """ Encodes categories as OHE binary. Unknown/unrecognized classes return [0,0]. :param column_data: Pre-processed data to encode :returns Encoded data of form :math:`N_{rows} x 2` """ # noqa if not self.is_prepared: raise Exception( 'You need to call "prepare" before calling "encode" or "decode".' ) ret = torch.zeros(size=(len(column_data), self.output_size)) for idx, word in enumerate(column_data): index = self.map.get(word, None) if index is None or index >= self.output_size: pass # any unknown value is ignored else: ret[idx, index] = 1 return torch.Tensor(ret) def decode(self, encoded_data: torch.Tensor): """ Given encoded data, return in form of original category labels. The input to `decode` makes no presumption on whether the data is already in OHE form OR not, as it some models may output a set of probabilities of weights assigned to each class. The decoded value will always be the argmax of such a vector. In the case that the vector is all 0s, the output is decoded as "UNKNOWN" :param encoded_data: the output of a mixer model :returns: Decoded values for each data point """ # noqa encoded_data_list = encoded_data.tolist() ret = [] for vector in encoded_data_list: if not np.any(vector): # Vector of all 0s -> unknown category ret.append(_UNCOMMON_WORD) else: idx = np.argmax(vector) if idx >= self.output_size: ret.append(_UNCOMMON_WORD) # known, but not either of the supported categories else: ret.append(self.rev_map[idx]) return ret def decode_probabilities(self, encoded_data: torch.Tensor) -> Tuple[List[str], List[List[float]], Dict[int, str]]: """ Provides decoded answers, as well as a probability assignment to each data point. :param encoded_data: the output of a mixer model :returns: Decoded values for each data point, Probability vector for each category, and the reverse map of dimension to category name """ # noqa encoded_data_list = encoded_data.tolist() ret = [] probs = [] for vector in encoded_data_list: if not np.any(vector): # Vector of all 0s -> unknown category ret.append(_UNCOMMON_WORD) else: ret.append(self.rev_map[np.argmax(vector)]) probs.append(self._norm_vec(vector)) return ret, probs, self.rev_map @staticmethod def _norm_vec(vec: List[float]): """ Given a vector, normalizes so that the sum of elements is 1, using softmax. :param vec: Assigned weights for each category """ # noqa return softmax(vec) ================================================ FILE: lightwood/encoder/categorical/gym.py ================================================ import copy import time import torch import numpy as np from lightwood.helpers.torch import LightwoodAutocast from lightwood.helpers.log import log class Gym: def __init__(self, model, optimizer, scheduler, loss_criterion, device, name=None, input_encoder=None, output_encoder=None): """ Create an environment for training a pytorch machine learning model """ self.device = device self.model = model self.optimizer = optimizer self.scheduler = scheduler self.loss_criterion = loss_criterion self.name = name self.input_encoder = input_encoder self.output_encoder = output_encoder self.best_model = None def fit(self, train_data_loader, test_data_loader, desired_error, max_time, callback=None, eval_every_x_epochs=1, max_unimproving_models=10, custom_train_func=None, custom_test_func=None): started = time.time() epoch = 0 lowest_test_error = None last_test_error = None test_error_delta_buff = [] keep_training = True while keep_training: epoch += 1 running_loss = 0.0 error = 0 self.model = self.model.train() for i, data in enumerate(train_data_loader, 0): if custom_train_func is None: input, real = data with LightwoodAutocast(): if self.input_encoder is not None: input = self.input_encoder(input) if len(input.shape) < 2: input = input.unsqueeze(-1) if self.output_encoder is not None: real = self.output_encoder(real) input = input.to(self.device) real = real.to(self.device) predicted = self.model(input) loss = self.loss_criterion(predicted, real) loss.backward() self.optimizer.step() if self.scheduler is not None: self.scheduler.step() self.optimizer.zero_grad() else: loss = custom_train_func(self.model, data, self) running_loss += loss.item() error = running_loss / (i + 1) # end of epoch checks log.debug(f'Categorical AutoEncoder train loss at epoch {epoch}: {round(error, 9)}') if epoch % eval_every_x_epochs == 0: if test_data_loader is not None: test_running_loss = 0.0 test_error = 0 self.model = self.model.eval() real_buff = [] predicted_buff = [] for i, data in enumerate(test_data_loader, 0): if custom_test_func is None: input, real = data if self.input_encoder is not None: input = self.input_encoder(input) if self.output_encoder is not None: real = self.output_encoder(real) input = input.to(self.device) real = real.to(self.device) with torch.no_grad(): predicted = self.model(input) real_buff.append(real.tolist()) predicted_buff.append(predicted.tolist()) loss = self.loss_criterion(predicted, real) else: with torch.no_grad(): loss = custom_test_func(self.model, data, self) log.debug(f'Categorical AutoEncoder val loss at epoch {epoch}: {round(loss, 9)}') test_running_loss += loss.item() test_error = test_running_loss / (i + 1) else: test_error = error real_buff = None predicted_buff = None if lowest_test_error is None or test_error < lowest_test_error: lowest_test_error = test_error self.best_model = copy.deepcopy(self.model).to('cpu') if last_test_error is None: test_error_delta_buff.append(0) else: test_error_delta_buff.append(last_test_error - test_error) last_test_error = test_error if (time.time() - started) > max_time: keep_training = False if lowest_test_error < desired_error: keep_training = False if len(test_error_delta_buff) >= max_unimproving_models: delta_mean = np.mean(test_error_delta_buff[-max_unimproving_models:]) if delta_mean <= 0: keep_training = False if callback is not None: callback(test_error, real_buff, predicted_buff) return self.best_model, lowest_test_error, int(time.time() - started) ================================================ FILE: lightwood/encoder/categorical/multihot.py ================================================ import torch import numpy as np from lightwood.encoder import BaseEncoder from sklearn.preprocessing import MultiLabelBinarizer class MultiHotEncoder(BaseEncoder): def __init__(self, is_target: bool = False): super().__init__(is_target) self._binarizer = MultiLabelBinarizer() self._seen = set() self.output_size = None @staticmethod def _clean_col_data(column_data): column_data = [(arr if arr is not None else []) for arr in column_data] column_data = [[str(x) for x in arr] for arr in column_data] return column_data def prepare(self, priming_data, max_dimensions=100): priming_data = self._clean_col_data(priming_data) self._binarizer.fit(priming_data + [('None')]) for arr in priming_data: for x in arr: self._seen.add(x) self.is_prepared = True self.output_size = len(self.encode(priming_data[0:1])[0]) def encode(self, column_data): column_data = self._clean_col_data(column_data) data_array = self._binarizer.transform(column_data) return torch.Tensor(data_array) def decode(self, vectors): # It these are logits output by the neural network, we need to treshold them to binary vectors vectors = np.where(vectors > 0, 1, 0) words_tuples = self._binarizer.inverse_transform(vectors) return [list(w) for w in words_tuples] ================================================ FILE: lightwood/encoder/categorical/onehot.py ================================================ from copy import deepcopy from typing import Dict, List, Iterable, Tuple import torch import numpy as np from scipy.special import softmax from lightwood.helpers.log import log from lightwood.encoder.base import BaseEncoder from lightwood.helpers.constants import _UNCOMMON_WORD class OneHotEncoder(BaseEncoder): """ Creates a one-hot encoding (OHE) for categorical data. One-hot encoding represents categorical information as a vector where each individual dimension corresponds to a category. A category has a 1:1 mapping between dimension indicated by a "1" in that position. For example, imagine 3 categories, :math:`A`, :math:`B`, and :math:`C`; these can be represented as follows: .. math:: A &= [1, 0, 0] \\ B &= [0, 1, 0] \\ C &= [0, 0, 1] The OHE encoder operates in 2 modes: (1) "use_unknown=True": Makes an :math:`N+1` length vector for :math:`N` categories, the first index always corresponds to the unknown category. (2) "use_unknown=False": Makes an :math:`N` length vector for :math:`N` categories, where an empty vector of 0s indicates an unknown/missing category. An encoder can represent a feature column or target column; in this case it represents a target, `is_target` is `True`, and `target_weights`. The `target_weights` parameter enables users to specify how heavily each class should be weighted within a mixer - useful in imbalanced classes. By default, `dataprep_ml.StatisticalAnalysis` phase will provide `target_weights` as the relative fraction of each class in the data which is important for imbalanced populations; for example, suppose there is a 80/05/15 imbalanced representation across 3 different classes - `target_weights` will be a vector as such:: target_weights = {"class1": 0.8, "class2": 0.05, "class3": 0.15} Users should note that models will be presented with the inverse of the target weights, `inv_target_weights`, which will perform the 1/target_value_per_class operation. **This means large values will result in small weights for the model**. """ # noqa def __init__( self, is_target: bool = False, target_weights: Dict[str, float] = None, use_unknown: bool = True, ): """ :param is_target: True if this encoder featurizes the target column :param target_weights: Percentage of total population represented by each category (between [0, 1]). :param mode: True uses an extra dimension to account for unknown/out-of-distribution categories """ # noqa super().__init__(is_target) self.map = None # category name -> index self.rev_map = None # index -> category name self.use_unknown = use_unknown # Weight-balance info if encoder represents target self.target_weights = None self.index_weights = None # vector-weights, mapped by class id if self.is_target: self.target_weights = deepcopy(target_weights) def prepare(self, priming_data: Iterable[str]): """ Prepares the OHE Encoder by creating a dictionary mapping. Unknown categories must be explicitly handled as python `None` types. """ # noqa if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') unq_cats = np.unique([i for i in priming_data if i is not None]).tolist() if self.use_unknown: log.debug("Encoding UNKNOWN categories as index 0") self.map = {cat: indx + 1 for indx, cat in enumerate(unq_cats)} self.map.update({_UNCOMMON_WORD: 0}) self.rev_map = {indx: cat for cat, indx in self.map.items()} else: log.debug("Encoding UNKNOWN categories as vector of all 0s") self.map = {cat: indx for indx, cat in enumerate(unq_cats)} self.rev_map = {indx: cat for cat, indx in self.map.items()} # Set the length of output self.output_size = len(self.map) # For target-only, report on relative weights of classes # Each dimension of the inv_target_weights respects `map` if self.is_target: # Equally wt. all classes self.index_weights = torch.ones(size=(self.output_size,)) # If imbalanced detected, weight by inverse if self.target_weights is not None: # Check target weights properly specified if sum([np.isclose(i, 0) for i in self.target_weights.values()]) > 0: raise ValueError('Target weights cannot be 0') for cat in self.map.keys(): if cat != _UNCOMMON_WORD: self.index_weights[self.map[cat]] = self.target_weights[cat] # If using an unknown category, set to smallest possible value if self.use_unknown: self.target_weights[_UNCOMMON_WORD] = np.min(list(self.target_weights.values())) self.index_weights[0] = self.target_weights[_UNCOMMON_WORD] self.is_prepared = True def encode(self, column_data: Iterable[str]) -> torch.Tensor: """ Encodes pre-processed data into OHE. Unknown/unrecognized classes vector of all 0s. :param column_data: Pre-processed data to encode :returns: Encoded data of form :math:`N_{rows} x N_{categories}` """ # noqa if not self.is_prepared: raise Exception( 'You need to call "prepare" before calling "encode" or "decode".' ) ret = torch.zeros(size=(len(column_data), self.output_size)) for idx, word in enumerate(column_data): index = self.map.get(word, None) if index is not None: ret[idx, index] = 1 if self.use_unknown and index is None: ret[idx, 0] = 1 return torch.Tensor(ret) def decode(self, encoded_data: torch.Tensor): """ Decodes OHE mapping into the original categories. Since this approach uses an argmax, decoding flexibly works either on logits or an explicitly OHE vector. :param: encoded_data: :returns Returns the original category names for encoded data. """ # noqa encoded_data_list = encoded_data.tolist() ret = [] for vector in encoded_data_list: all_zeros = not np.any(vector) if not self.use_unknown and all_zeros: ret.append(_UNCOMMON_WORD) else: ret.append(self.rev_map[np.argmax(vector)]) return ret def decode_probabilities(self, encoded_data: torch.Tensor) -> Tuple[List[str], List[List[float]], Dict[int, str]]: """ Provides decoded answers, as well as a probability assignment to each data point. :param encoded_data: the output of a mixer model :returns Decoded values for each data point, Probability vector for each category, and the reverse map of dimension to category name """ # noqa encoded_data_list = encoded_data.tolist() ret = [] probs = [] for vector in encoded_data_list: if not np.any(vector): # Vector of all 0s -> unknown category ret.append(_UNCOMMON_WORD) else: ret.append(self.rev_map[np.argmax(vector)]) probs.append(self._norm_vec(vector)) return ret, probs, self.rev_map @staticmethod def _norm_vec(vec: List[float]): """ Given a vector, normalizes so that the sum of elements is 1, using softmax. :param vec: Assigned weights for each category """ return softmax(vec) ================================================ FILE: lightwood/encoder/categorical/simple_label.py ================================================ from typing import List, Union from collections import defaultdict import pandas as pd import numpy as np import torch from lightwood.encoder.base import BaseEncoder from lightwood.helpers.constants import _UNCOMMON_WORD class SimpleLabelEncoder(BaseEncoder): """ Simple encoder that assigns a unique integer to every observed label. Allocates an `unknown` label by default to index 0. Labels must be exact matches between inference and training (e.g. no .lower() on strings is performed here). """ # noqa def __init__(self, is_target=False, normalize=True) -> None: super().__init__(is_target) self.label_map = defaultdict(int) # UNK category maps to 0 self.inv_label_map = {} # invalid encoded values are mapped to None in `decode` self.output_size = 1 self.n_labels = None self.normalize = normalize def prepare(self, priming_data: Union[list, pd.Series]) -> None: if not isinstance(priming_data, pd.Series): priming_data = pd.Series(priming_data) for i, v in enumerate(priming_data.unique()): if v is not None: self.label_map[str(v)] = int(i + 1) # leave 0 for UNK self.n_labels = len(self.label_map) for k, v in self.label_map.items(): self.inv_label_map[v] = k self.is_prepared = True def encode(self, data: Union[tuple, np.ndarray, pd.Series], normalize=True) -> torch.Tensor: """ :param normalize: can be used to temporarily return unnormalized values """ if not isinstance(data, pd.Series): data = pd.Series(data) # specific to the Gym class - remove once deprecated! if isinstance(data, np.ndarray): data = pd.Series(data) data = data.astype(str) encoded = torch.Tensor(data.map(self.label_map)) if normalize and self.normalize: encoded /= self.n_labels if len(encoded.shape) < 2: encoded = encoded.unsqueeze(-1) return encoded def decode(self, encoded_values: torch.Tensor, normalize=True) -> List[object]: """ :param normalize: can be used to temporarily return unnormalized values """ if normalize and self.normalize: encoded_values *= self.n_labels values = encoded_values.long().squeeze().tolist() # long() as inv_label_map expects an int key values = [self.inv_label_map.get(v, _UNCOMMON_WORD) for v in values] return values ================================================ FILE: lightwood/encoder/datetime/__init__.py ================================================ from lightwood.encoder.datetime.datetime import DatetimeEncoder from lightwood.encoder.datetime.datetime_sin_normalizer import DatetimeNormalizerEncoder __all__ = ['DatetimeEncoder', 'DatetimeNormalizerEncoder'] ================================================ FILE: lightwood/encoder/datetime/datetime.py ================================================ from typing import Union import torch import numpy as np import pandas as pd from lightwood.encoder.base import BaseEncoder from lightwood.helpers.log import log class DatetimeEncoder(BaseEncoder): """ This encoder produces an encoded representation for timestamps. The approach consists on decomposing the timestamp objects into its constituent units (e.g. month, year, etc), and describing each of those with a single value that represents the magnitude in a sensible cycle length. """ # noqa def __init__(self, is_target: bool = False): super().__init__(is_target) self.constant_keys = ['year', 'month', 'day', 'hour', 'minute', 'second'] self.constant_vals = torch.Tensor([3000.0, 12.0, 31.0, 24.0, 60.0, 60.0]) # cycle length self.constant_map = {k: v.item() for k, v in zip(self.constant_keys, self.constant_vals)} self.output_size = len(self.constant_keys) self.empty_vector = np.zeros((self.output_size, )) self.max_vals = torch.Tensor([pd.Timestamp.max.year - 1, 12, 31, 23, 59, 59]) self.min_vals = torch.Tensor([pd.Timestamp.min.year + 1, 1, 1, 0, 0, 0]) def prepare(self, priming_data): self.is_prepared = True def encode(self, data: Union[np.ndarray, pd.Series]) -> torch.Tensor: """ :param data: a pandas series with numerical dtype, previously cleaned with dataprep_ml :return: encoded data, shape (len(data), self.output_size) """ if type(data) not in (np.ndarray, pd.Series): raise Exception(f'Data should be pd.Series or np.ndarray! Got: {type(data)}') if isinstance(data, np.ndarray): data = pd.Series(data) data = data.fillna(pd.Timestamp.max.timestamp()) # TODO: replace with mean? ret = [pd.to_datetime(data, unit='s', origin=-1, utc=True)] for i, attr in enumerate(self.constant_keys): def _get_ts_attr(ts): return getattr(ts, attr) component = ret[0].apply(_get_ts_attr) component = component / self.constant_vals[i].item() ret.append(component) out = torch.Tensor(ret[1:]) # drop column with timestamp objects out = torch.transpose(out, 0, 1) # swap dimensions to shape as (B, self.output_size) return out def decode(self, encoded_data: torch.Tensor, return_as_datetime=False) -> list: if len(encoded_data.shape) > 2 and encoded_data.shape[0] == 1: encoded_data = encoded_data.squeeze(0) rounded = torch.round(torch.multiply(encoded_data, self.constant_vals)) high_bounded = torch.minimum(rounded, self.max_vals) low_bounded = torch.maximum(high_bounded, self.min_vals) ret = low_bounded.long() df = pd.DataFrame(ret, columns=self.constant_keys) nan_mask = df[ (df['year'] == int(self.max_vals[0])) & (df['month'] == pd.Timestamp.max.month) & (df['day'] == pd.Timestamp.max.day) ].index dt = pd.to_datetime(df, utc=True) if not hasattr(dt, 'dt'): log.warning('DatetimeEncoder has failed to decode using microsecond precision, reverting to nanosecond. This may lead to minor discrepancies in reconstruction.') # noqa if return_as_datetime is True: dt = dt.dt.to_pydatetime() # return to Python datetime microsecond precision decoded = dt else: decoded = dt.values.astype(np.float64) // 10 ** 9 decoded[nan_mask] = np.nan return decoded.tolist() ================================================ FILE: lightwood/encoder/datetime/datetime_sin_normalizer.py ================================================ import datetime import calendar import numpy as np import pandas as pd # @TODO: remove? import torch from lightwood.encoder.base import BaseEncoder from collections.abc import Iterable from lightwood.helpers.general import is_none class DatetimeNormalizerEncoder(BaseEncoder): def __init__(self, is_target: bool = False, sinusoidal: bool = False): super().__init__(is_target) self.sinusoidal = sinusoidal self.fields = ['year', 'month', 'day', 'weekday', 'hour', 'minute', 'second'] self.constants = {'year': 3000.0, 'month': 12.0, 'weekday': 7.0, 'hour': 24.0, 'minute': 60.0, 'second': 60.0} if self.sinusoidal: self.output_size = 2 else: self.output_size = 7 def prepare(self, priming_data): if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') self.is_prepared = True def encode(self, data): """ :param data: # @TODO: receive a consistent data type here; currently either list of lists or pd.Series w/lists :return: encoded data """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') if isinstance(data, pd.Series): data = data.values if not isinstance(data[0], Iterable): data = [data] ret = [self.encode_one(row) for row in data] return torch.Tensor(ret) def encode_one(self, data): """ Encodes a list of unix_timestamps, or a list of tensors with unix_timestamps :param data: list of unix_timestamps (unix_timestamp resolution is seconds) :return: a list of vectors """ ret = [] for unix_timestamp in data: if is_none(unix_timestamp): if self.sinusoidal: vector = [0, 1] * len(self.fields) else: vector = [0] * len(self.fields) else: c = self.constants if isinstance(unix_timestamp, torch.Tensor): unix_timestamp = unix_timestamp.item() date = datetime.datetime.fromtimestamp(unix_timestamp) day_constant = calendar.monthrange(date.year, date.month)[1] vector = [date.year / c['year'], date.month / c['month'], date.day / day_constant, date.weekday() / c['weekday'], date.hour / c['hour'], date.minute / c['minute'], date.second / c['second']] if self.sinusoidal: vector = np.array([(np.sin(n), np.cos(n)) for n in vector]).flatten() ret.append(vector) return ret def decode(self, encoded_data, return_as_datetime=False): ret = [] if len(encoded_data.shape) > 2 and encoded_data.shape[0] == 1: encoded_data = encoded_data.squeeze(0) for vector in encoded_data.tolist(): ret.append(self.decode_one(vector, return_as_datetime=return_as_datetime)) return ret def decode_one(self, vector, return_as_datetime=False): if sum(vector) == 0: decoded = None else: if self.sinusoidal: vector = list(map(lambda x: np.arcsin(x), vector))[::2] c = self.constants year = max(0, round(vector[0] * c['year'])) month = max(1, min(12, round(vector[1] * c['month']))) day_constant = calendar.monthrange(year, month)[-1] day = max(1, min(round(vector[2] * day_constant), day_constant)) hour = max(0, min(23, round(vector[4] * c['hour']))) minute = max(0, min(59, round(vector[5] * c['minute']))) second = max(0, min(59, round(vector[6] * c['second']))) dt = datetime.datetime(year=year, month=month, day=day, hour=hour, minute=minute, second=second) if return_as_datetime is True: decoded = dt else: decoded = round(dt.timestamp()) return decoded ================================================ FILE: lightwood/encoder/helpers.py ================================================ import torch import numpy as np from sklearn.preprocessing import MinMaxScaler, OneHotEncoder, OrdinalEncoder class MinMaxNormalizer: def __init__(self, combination=()): self.scaler = MinMaxScaler() self.abs_mean = None self.combination = combination # tuple with values in grouped-by columns self.output_size = 1 def prepare(self, x: np.ndarray) -> None: # @TODO: streamline input type if isinstance(x[0], list): x = np.vstack(x) if isinstance(x[0], torch.Tensor): x = torch.stack(x).numpy() if len(x.shape) < 2: x = np.expand_dims(x, axis=1) x[x == None] = 0 # noqa x = x.astype(float) self.abs_mean = np.mean(np.abs(x)) self.scaler.fit(x.reshape(x.size, -1)) def encode(self, y: np.ndarray) -> torch.Tensor: if isinstance(y[0], list): y = np.vstack(y) if isinstance(y[0], torch.Tensor): y = torch.stack(y).numpy() if len(y.shape) < 2: y = np.expand_dims(y, axis=1) shape = y.shape y = y.astype(float).reshape(-1, self.scaler.n_features_in_) out = torch.reshape(torch.Tensor(self.scaler.transform(y)), shape) return out def decode(self, y): return self.scaler.inverse_transform(y) class CatNormalizer: def __init__(self, encoder_class='one_hot'): self.encoder_class = encoder_class if encoder_class == 'one_hot': self.scaler = OneHotEncoder(sparse_output=False, handle_unknown='ignore') else: self.scaler = OrdinalEncoder() self.unk = "" def prepare(self, x): X = set() for i in x: for j in i: X.add(j if j is not None else self.unk) self.scaler.fit(np.array(list(X)).reshape(-1, 1)) self.output_size = len(self.scaler.categories_[0]) if self.encoder_class == 'one_hot' else 1 def encode(self, Y): y = [[str(j) if j is not None else self.unk for j in i] for i in Y] y = [[j if j in self.scaler.categories_[0] else self.unk for j in i] for i in y] y = np.array(y) out = [] for i in y: transformed = self.scaler.transform(i.reshape(-1, 1)) if isinstance(self.scaler, OrdinalEncoder): transformed = transformed.flatten() out.append(transformed) return torch.Tensor(out) def decode(self, y): return self.scaler.inverse_transform(y) ================================================ FILE: lightwood/encoder/identity/__init__.py ================================================ ================================================ FILE: lightwood/encoder/identity/identity.py ================================================ import numpy as np from typing import List, Iterable, Union import torch from lightwood.encoder.base import BaseEncoder class IdentityEncoder(BaseEncoder): """ Preserves the original input data without any transformations. Due to the restrictions of torch.Tensor, the encoding function only accepts types: - (nested) lists of numbers - np.ndarray of numbers, or - torch.Tensor Nonetypes are automatically converted into nans. This cannot be decoded. If self.handle_nan is True, then all nans are converted to zeros and not decoded back. The decode function takes in a torch.Tensor and converts it to a list of numbers. """ # noqa def __init__(self, is_target: bool = False, handle_nan: bool = True) -> None: """ :param is_target: Whether encoder represents the target column :param handle_nan: If True, converts any NaN values to 0 via `torch.nan_to_num`. """ super().__init__(is_target) self.handle_nan = handle_nan # Not all encoders need to be prepared def prepare(self, priming_data: Iterable[Union[float, int]]) -> None: """ Nothing to prepare """ self._prepared = True def encode(self, column_data: Iterable[Union[float, int]]) -> torch.Tensor: """ Converts input data into a torch tensor with NaN handling, if necessary. :param column_data: Input iterable of numerical data :returns: Torch tensor of the data type """ if isinstance(column_data, torch.Tensor): res = column_data else: res = np.array(column_data, dtype=float) # converts None to nan res = torch.Tensor(res) if self.handle_nan: res = torch.nan_to_num(res) return res def decode(self, encoded_data: torch.Tensor) -> List[object]: """ Returns a list of the input data """ return encoded_data.tolist() ================================================ FILE: lightwood/encoder/image/__init__.py ================================================ try: from lightwood.encoder.image.img_2_vec import Img2VecEncoder except Exception: Img2VecEncoder = None __all__ = ['Img2VecEncoder'] ================================================ FILE: lightwood/encoder/image/helpers/__init__.py ================================================ ================================================ FILE: lightwood/encoder/image/helpers/img_to_vec.py ================================================ import torch import torch.nn as nn from lightwood.helpers.device import get_device_from_name from lightwood.helpers.torch import LightwoodAutocast from lightwood.helpers.log import log try: import torchvision.models as models except ModuleNotFoundError: log.info("No torchvision detected, image helpers not supported.") class ChannelPoolAdaptiveAvg1d(torch.nn.AdaptiveAvgPool1d): """ Custom override of `torch.nn.AdaptiveAvgPool1d` to use `LightwoodAutocast()` and handle dimensions in the way we need to. """ # noqa def forward(self, input): with LightwoodAutocast(): n, c, _, _ = input.size() input = input.view(n, c, 1).permute(0, 2, 1) pooled = torch.nn.functional.adaptive_avg_pool1d(input, self.output_size) _, _, c = pooled.size() pooled = pooled.permute(0, 2, 1) return pooled.view(n, c) class Img2Vec(nn.Module): """ Img2Vec is a ``torch.nn.module`` that returns image embeddings. For this, it uses a pretrained `torchvision.torch.resnext50_32x4d`, with its final fully connected layer removed. Output is a `self.output_size`-dimensioned vector, generated by taking the output of the Resnext's last convolutional layer and performing an adaptive channel pool average. """ # noqa def __init__(self, device=''): super(Img2Vec, self).__init__() self.device = get_device_from_name(device) self.output_size = 512 self.model = torch.nn.Sequential(*list(models.resnext50_32x4d(pretrained=True).children())[: -1], ChannelPoolAdaptiveAvg1d(output_size=self.output_size)) self.model = self.model.to(self.device) def to(self, device, available_devices=1): self.device = device self.model = self.model.to(self.device) return self def forward(self, image, batch=True): with LightwoodAutocast(): embedding = self.model(image.to(self.device)) if batch: return embedding return embedding[0, :] ================================================ FILE: lightwood/encoder/image/img_2_vec.py ================================================ from typing import List, Tuple, Iterable import torch from lightwood.encoder.image.helpers.img_to_vec import Img2Vec from lightwood.encoder.base import BaseEncoder from lightwood.helpers.log import log try: import torchvision.transforms as transforms from PIL import Image except ModuleNotFoundError: log.info("No torchvision/pillow detected, image encoder not supported") class Img2VecEncoder(BaseEncoder): """ Generates encoded representations for images using a pre-trained deep neural network. Inputs must be str-based location of the data. Without user-specified details, all input images are rescaled to a standard size of 224x224, and normalized using the mean and standard deviation of the ImageNet dataset (as it was used to train the underlying NN). This encoder currently does not support a `decode()` call; models with an image output will not work. For more information about the neural network this encoder uses, refer to the `lightwood.encoder.image.helpers.img_to_vec.Img2Vec`. """ # noqa is_trainable_encoder: bool = True def __init__( self, stop_after: float = 3600, is_target: bool = False, scale: Tuple[int, int] = (224, 224), mean: List[float] = [0.485, 0.456, 0.406], std: List[float] = [0.229, 0.224, 0.225], device: str = '', ): """ :param stop_after: time budget, in seconds. :param is_target: Whether encoder represents target or not :param scale: Resize scale of image (x, y) :param mean: Mean of pixel values :param std: Standard deviation of pixel values :param device: Name of the device that get_device_from_name will attempt to use """ # noqa assert not is_target super().__init__(is_target) self.is_prepared = False self.scale = scale self.mean = mean self.std = std self._scaler = transforms.Resize(scale) self._normalize = transforms.Normalize(mean=self.mean, std=self.std) self._to_tensor = transforms.ToTensor() self._img_to_tensor = transforms.Compose([ self._scaler, self._to_tensor, self._normalize ]) self.stop_after = stop_after self.device_name = device # pil_logger = logging.getLogger('PIL') # noqa # pil_logger.setLevel(logging.ERROR) # noqa def prepare(self, train_priming_data: Iterable[str], dev_priming_data: Iterable[str]): # @TODO: finetune here? depending on time aim """ Sets an `Img2Vec` object (model) and sets the expected size for encoded representations. """ if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') self.model = Img2Vec(device=self.device_name) self.device = self.model.device self.device_name = f'{self.device}' self.output_size = self.model.output_size self.is_prepared = True def to(self, device, available_devices=1): """ Changes device of model to support CPU/GPU :param device: will move the model to this device. :param available_devices: all available devices as reported by lightwood. :return: same object but moved to the target device. """ self.model.to(device, available_devices=1) return self def encode(self, images: List[str]) -> torch.Tensor: """ Creates encodings for a list of images; each image is referenced by a filepath or url. :param images: list of images, each image is a path to a file or a url. :return: a torch.floatTensor """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') img_tensors = [self._img_to_tensor( Image.open(img_path) ) for img_path in images] vec_arr = [] self.model.eval() with torch.no_grad(): for img_tensor in img_tensors: vec = self.model(img_tensor.unsqueeze(0), batch=False) vec_arr.append(vec) return torch.stack(vec_arr).to('cpu') def decode(self, encoded_values_tensor: torch.Tensor): """ Currently not supported """ raise Exception('This encoder is not bi-directional') ================================================ FILE: lightwood/encoder/numeric/__init__.py ================================================ from lightwood.encoder.numeric.numeric import NumericEncoder from lightwood.encoder.numeric.ts_numeric import TsNumericEncoder __all__ = ['NumericEncoder', 'TsNumericEncoder'] ================================================ FILE: lightwood/encoder/numeric/numeric.py ================================================ import math from typing import Union, Dict from copy import deepcopy as dc import torch import numpy as np import pandas as pd from type_infer.dtype import dtype from lightwood.encoder.base import BaseEncoder from lightwood.helpers.general import is_none class NumericEncoder(BaseEncoder): """ The numeric encoder takes numbers (float or integer) and converts it into tensors of the form: ``[0 if the number is none, otherwise 1, 1 if the number is positive, otherwise 0, natural_log(abs(number)), number/absolute_mean]`` This representation is: ``[1 if the number is positive, otherwise 0, natural_log(abs(number)), number/absolute_mean]]`` if encoding target values, since target values can't be none. The ``absolute_mean`` is computed in the ``prepare`` method and is just the mean of the absolute values of all numbers feed to prepare (which are not none) ``none`` stands for any number that is an actual python ``None`` value or any sort of non-numeric value (a string, nan, inf) """ # noqa def __init__(self, data_type: dtype = None, target_weights: Dict[float, float] = None, is_target: bool = False, positive_domain: bool = False): """ :param data_type: The data type of the number (integer, float, quantity) :param target_weights: a dictionary of weights to use on the examples. :param is_target: Indicates whether the encoder refers to a target column or feature column (True==target) :param positive_domain: Forces the encoder to always output positive values """ super().__init__(is_target) self._abs_mean = None self.positive_domain = positive_domain self.decode_log = False self.output_size = 4 if not self.is_target else 3 # Weight-balance info if encoder represents target self.target_weights = None self.index_weights = None if self.is_target and target_weights is not None: self.target_weights = dc(target_weights) self.index_weights = torch.tensor(list(self.target_weights.values())) def prepare(self, priming_data: pd.Series): """ "NumericalEncoder" uses a rule-based form to prepare results on training (priming) data. The averages etc. are taken from this distribution. :param priming_data: an iterable data structure containing numbers numbers which will be used to compute the values used for normalizing the encoded representations """ # noqa if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') self._abs_mean = priming_data.abs().mean() self.is_prepared = True def encode(self, data: Union[np.ndarray, pd.Series]): """ :param data: A pandas series or numpy array containing the numbers to be encoded :returns: A torch tensor with the representations of each number """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') if isinstance(data, pd.Series): data = data.values inp_data = np.nan_to_num(data.astype(float), nan=0, posinf=np.finfo(np.float32).max, neginf=np.finfo(np.float32).min) # noqa if not self.positive_domain: sign = np.vectorize(self._sign_fn, otypes=[float])(inp_data) else: sign = np.zeros(len(data)) log_value = np.vectorize(self._log_fn, otypes=[float])(inp_data) log_value = np.nan_to_num(log_value, nan=0, posinf=20, neginf=-20) norm = np.vectorize(self._norm_fn, otypes=[float])(inp_data) norm = np.nan_to_num(norm, nan=0, posinf=20, neginf=-20) if self.is_target: components = [sign, log_value, norm] else: nones = np.vectorize(self._none_fn, otypes=[float])(data) components = [sign, log_value, norm, nones] return torch.Tensor(np.asarray(components)).T @staticmethod def _sign_fn(x: float) -> float: return 0 if x < 0 else 1 @staticmethod def _log_fn(x: float) -> float: return math.log(abs(x)) if abs(x) > 0 else -20 def _norm_fn(self, x: float) -> float: return x / self._abs_mean @staticmethod def _none_fn(x: float) -> float: return 1 if is_none(x) else 0 def decode(self, encoded_values: torch.Tensor, decode_log: bool = None) -> list: """ :param encoded_values: The encoded values to decode into single numbers :param decode_log: Whether to decode the ``log`` or ``linear`` part of the representation, since the encoded vector contains both a log and a linear part :returns: The decoded array """ # noqa if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') if decode_log is None: decode_log = self.decode_log # force = True prevents side effects on the original encoded_values ev = encoded_values.numpy(force=True) # set "divergent" value as default (note: finfo.max() instead of pow(10, 63)) ret = np.full((ev.shape[0],), dtype=float, fill_value=np.finfo(np.float64).max) # `none` filter (if not a target column) if not self.is_target: mask_none = ev[:, -1] == 1 ret[mask_none] = np.nan else: mask_none = np.zeros_like(ret) # sign component sign = np.ones(ev.shape[0], dtype=float) mask_sign = ev[:, 0] < 0.5 sign[mask_sign] = -1 # real component if decode_log: real_value = np.exp(ev[:, 1]) * sign overflow_mask = ev[:, 1] >= 63 real_value[overflow_mask] = 10 ** 63 valid_mask = ~overflow_mask else: real_value = ev[:, 2] * self._abs_mean valid_mask = np.ones_like(real_value, dtype=bool) # final filters if self.positive_domain: real_value = abs(real_value) ret[valid_mask] = real_value[valid_mask] # set nan back to None if mask_none.sum() > 0: ret = ret.astype(object) ret[mask_none] = None return ret.tolist() # TODO: update signature on BaseEncoder and replace all encs to return ndarrays def get_weights(self, label_data): # get a sorted list of intervals to assign weights. Keys are the interval edges. target_weight_keys = np.array(list(self.target_weights.keys())) target_weight_values = np.array(list(self.target_weights.values())) sorted_indices = np.argsort(target_weight_keys) # get sorted arrays for vector numpy operations target_weight_keys = target_weight_keys[sorted_indices] target_weight_values = target_weight_values[sorted_indices] # find the indices of the bins according to the keys. clip to the length of the weight values (search sorted # returns indices from 0 to N with N = len(target_weight_keys). assigned_target_weight_indices = np.clip(a=np.searchsorted(target_weight_keys, label_data), a_min=0, a_max=len(target_weight_keys) - 1).astype(np.int32) return target_weight_values[assigned_target_weight_indices] ================================================ FILE: lightwood/encoder/numeric/ts_numeric.py ================================================ from typing import Union, List, Dict import torch import numpy as np import pandas as pd from lightwood.encoder.numeric import NumericEncoder class TsNumericEncoder(NumericEncoder): """ Variant of vanilla numerical encoder, supports dynamic mean re-scaling """ is_timeseries_encoder: bool = True def __init__(self, is_target: bool = False, positive_domain: bool = False, grouped_by=None): super(TsNumericEncoder, self).__init__(is_target=is_target, positive_domain=positive_domain) # time series normalization params self.normalizers = None self.group_combinations = None self.dependencies = grouped_by self.output_size = 1 def encode(self, data: Union[np.ndarray, pd.Series], dependency_data: Dict[str, List[pd.Series]] = {}): """ :param data: A pandas series containing the numbers to be encoded :param dependency_data: dict with grouped_by column info, to retrieve the correct normalizer for each datum :returns: A torch tensor with the representations of each number """ # noqa if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') if not dependency_data: dependency_data = {'__default': [None] * len(data)} if isinstance(data, pd.Series): data = data.values # get array of series-wise observed means if self.normalizers is None: means = np.full((len(data)), fill_value=self._abs_mean) else: # use global mean as default for novel series means = np.full((len(data)), fill_value=self.normalizers['__default'].abs_mean) def _get_group_mean(group) -> float: if (group, ) in self.normalizers: return self.normalizers[(group, )].abs_mean else: return self.normalizers['__default'].abs_mean for i, group in enumerate(list(zip(*dependency_data.values()))): # TODO: support multigroup if group[0] is not None: means = np.vectorize(_get_group_mean, otypes=[float])(group[0].values) if len(data.shape) > 1 and data.shape[1] > 1: if len(means.shape) == 1: means = np.expand_dims(means, 1) means = np.repeat(means, data.shape[1], axis=1) def _norm_fn(x: float, mean: float) -> float: return x / mean # nones = np.vectorize(self._none_fn, otypes=[float])(data) # TODO encoded = np.vectorize(_norm_fn, otypes=[float])(data, means) # encoded[nones] = 0 # if measurement is None, it is zeroed out # TODO # TODO: mask for where mean is 0, then pass real as-is return torch.Tensor(encoded).unsqueeze(1) def decode(self, encoded_values: torch.Tensor, decode_log: bool = None, dependency_data=None): if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') assert isinstance(encoded_values, torch.Tensor), 'It is not a tensor!' # TODO: debug purposes assert not decode_log # TODO: debug purposes if not dependency_data: dependency_data = {'__default': [None] * len(encoded_values)} # force = True prevents side effects on the original encoded_values ev = encoded_values.numpy(force=True) # set global mean as default ret = np.full((ev.shape[0],), dtype=float, fill_value=self._abs_mean) # TODO: perhaps capture nan, infs, etc and set to pow(10,63)? # set means array if self.normalizers is None: means = np.full((ev.shape[0],), fill_value=self._abs_mean) else: means = np.full((len(encoded_values)), fill_value=self.normalizers['__default'].abs_mean) for i, group in enumerate(list(zip(*dependency_data.values()))): if group is not None: if tuple(group) in self.normalizers: means[i] = self.normalizers[tuple(group)].abs_mean else: means[i] = self.normalizers['__default'].abs_mean else: means[i] = self._abs_mean # set real value real_value = np.multiply(ev[:].reshape(-1,), means) valid_mask = np.ones_like(real_value, dtype=bool) # final filters if self.positive_domain: real_value = abs(real_value) ret[valid_mask] = real_value[valid_mask] # TODO probably not needed return ret.tolist() ================================================ FILE: lightwood/encoder/text/__init__.py ================================================ from lightwood.encoder.text.pretrained import PretrainedLangEncoder from lightwood.encoder.text.tfidf import TfidfEncoder from lightwood.encoder.text.short import ShortTextEncoder from lightwood.encoder.text.vocab import VocabularyEncoder __all__ = ['PretrainedLangEncoder', 'TfidfEncoder', 'ShortTextEncoder', 'VocabularyEncoder'] ================================================ FILE: lightwood/encoder/text/helpers/__init__.py ================================================ ================================================ FILE: lightwood/encoder/text/helpers/pretrained_helpers.py ================================================ """ 2021.03.05 Basic helper functions for PretrainedLangEncoder """ import torch class TextEmbed(torch.utils.data.Dataset): """ Dataset class for quick embedding/label retrieval. Labels should be in the index space. If the labels provided are not in torch form, will convert them. """ def __init__(self, encodings, labels): self.encodings = encodings self.labels = labels def __getitem__(self, idx): item = {key: torch.tensor(val[idx]) for key, val in self.encodings.items()} item['labels'] = self.labels[idx] return item def __len__(self): return len(self.labels) ================================================ FILE: lightwood/encoder/text/pretrained.py ================================================ import os import time from typing import Iterable from collections import deque import numpy as np import torch from torch.utils.data import DataLoader import pandas as pd from type_infer.dtype import dtype from transformers import ( DistilBertModel, DistilBertForSequenceClassification, DistilBertTokenizerFast, get_linear_schedule_with_warmup, ) from torch.optim import AdamW from sklearn.model_selection import train_test_split from lightwood.encoder.text.helpers.pretrained_helpers import TextEmbed from lightwood.helpers.device import get_device_from_name from lightwood.encoder.base import BaseEncoder from lightwood.helpers.log import log from lightwood.helpers.torch import LightwoodAutocast from lightwood.helpers.general import is_none class PretrainedLangEncoder(BaseEncoder): is_trainable_encoder: bool = True """ Creates a contextualized embedding to represent input text via the [CLS] token vector from DistilBERT (transformers). (Sanh et al. 2019 - https://arxiv.org/abs/1910.01108). In certain text tasks, this model can use a transformer to automatically fine-tune on a class of interest (providing there is a 2 column dataset, where the input column is text). """ # noqa def __init__( self, stop_after: float, is_target: bool = False, batch_size: int = 10, max_position_embeddings: int = None, frozen: bool = False, epochs: int = 1, output_type: str = None, embed_mode: bool = True, device: str = '', ): """ :param is_target: Whether this encoder represents the target. NOT functional for text generation yet. :param batch_size: size of batch while fine-tuning :param max_position_embeddings: max sequence length of input text :param frozen: If True, freezes transformer layers during training. :param epochs: number of epochs to train model with :param output_type: Data dtype of the target; if categorical/binary, the option to return logits is possible. :param embed_mode: If True, assumes the output of the encode() step is the CLS embedding (this can be trained or not). If False, returns the logits of the tuned task. :param device: name of the device that get_device_from_name will attempt to use. """ # noqa super().__init__(is_target) self.output_type = output_type self.name = "distilbert text encoder" self._max_len = max_position_embeddings self._frozen = frozen self._batch_size = batch_size self._epochs = epochs self._patience = 3 # measured in batches rather than epochs self._val_loss_every = 5 # how many batches to wait before checking val loss. If -1, will check train loss instead of val for early stopping. # noqa self._tr_loss_every = 2 # same as above, but only applies if `_val_loss_every` is set to -1 # Model setup self._model = None self.model_type = None self._classifier_model_class = DistilBertForSequenceClassification self._embeddings_model_class = DistilBertModel self._pretrained_model_name = "distilbert-base-uncased" self._tokenizer = DistilBertTokenizerFast.from_pretrained(self._pretrained_model_name) self.device = get_device_from_name(device) self.stop_after = stop_after self.embed_mode = embed_mode self.uses_target = True self.output_size = None if self.embed_mode: log.info("Embedding mode on. [CLS] embedding dim output of encode()") else: log.info("Embedding mode off. Logits are output of encode()") def prepare( self, train_priming_data: pd.Series, dev_priming_data: pd.Series, encoded_target_values: torch.Tensor, ): """ Fine-tunes a transformer on the priming data. Transformer is fine-tuned with weight-decay on training split. Train + Dev are concatenated together and a transformer is then fine tuned with weight-decay applied on the transformer parameters. The option to freeze the underlying transformer and only train a linear layer exists if `frozen=True`. This trains faster, with the exception that the performance is often lower than fine-tuning on internal benchmarks. :param train_priming_data: Text data in the train set :param dev_priming_data: Text data in the dev set :param encoded_target_values: Encoded target labels in Nrows x N_output_dimension """ # noqa if self.is_prepared: raise Exception("Encoder is already prepared.") os.environ['TOKENIZERS_PARALLELISM'] = 'true' # remove empty strings (`None`s for dtype `object`) filtered_tr = train_priming_data[~train_priming_data.isna()] filtered_dev = dev_priming_data[~dev_priming_data.isna()] if filtered_dev.shape[0] > 0: priming_data = pd.concat([filtered_tr, filtered_dev]).tolist() val_size = (len(dev_priming_data)) / len(train_priming_data) else: priming_data = filtered_tr.tolist() val_size = 0.1 # leave out 0.1 for validation # Label encode the OHE/binary output for classification labels = encoded_target_values.argmax(dim=1) # Split into train and validation sets train_texts, val_texts, train_labels, val_labels = train_test_split(priming_data, labels, test_size=val_size) # If classification, then fine-tune if self.output_type in (dtype.categorical, dtype.binary): log.info("Training model.\n\tOutput trained is categorical") # Prepare priming data into tokenized form + attention masks training_text = self._tokenizer(train_texts, truncation=True, padding=True) validation_text = self._tokenizer(val_texts, truncation=True, padding=True) # Construct the model self._model = self._classifier_model_class.from_pretrained( self._pretrained_model_name, num_labels=len(encoded_target_values[0]), # max classes to test ).to(self.device) # Construct the dataset for training xinp = TextEmbed(training_text, train_labels) train_dataset = DataLoader(xinp, batch_size=self._batch_size, shuffle=True) # Construct the dataset for validation xvalinp = TextEmbed(validation_text, val_labels) val_dataset = DataLoader(xvalinp, batch_size=self._batch_size, shuffle=True) # Set max length of input string; affects input to the model if self._max_len is None: self._max_len = self._model.config.max_position_embeddings if self._frozen: log.info("\tFrozen Model + Training Classifier Layers") """ Freeze the base transformer model and train a linear layer on top """ # Freeze all the transformer parameters for param in self._model.base_model.parameters(): param.requires_grad = False optimizer_grouped_parameters = self._model.parameters() else: log.info("\tFine-tuning model") """ Fine-tuning parameters with weight decay """ no_decay = [ "bias", "LayerNorm.weight", ] # decay on all terms EXCLUDING bias/layernorms optimizer_grouped_parameters = [ { "params": [ p for n, p in self._model.named_parameters() if not any(nd in n for nd in no_decay) ], "weight_decay": 0.01, }, { "params": [ p for n, p in self._model.named_parameters() if any(nd in n for nd in no_decay) ], "weight_decay": 0.0, }, ] optimizer = AdamW(optimizer_grouped_parameters, lr=1e-5) scheduler = get_linear_schedule_with_warmup( optimizer, num_warmup_steps=0, # default value for GLUE num_training_steps=len(train_dataset) * self._epochs, ) # Train model; declare optimizer earlier if desired. self._tune_model( train_dataset, val_dataset, optim=optimizer, scheduler=scheduler, n_epochs=self._epochs ) else: log.info("Target is not classification; Embeddings Generator only") self.model_type = "embeddings_generator" self._model = self._embeddings_model_class.from_pretrained( self._pretrained_model_name ).to(self.device) # TODO: Not a great flag # Currently, if the task is not classification, you must have an embedding generator only if self.embed_mode is False: log.info("Embedding mode must be ON for non-classification targets.") self.embed_mode = True self.is_prepared = True encoded = self.encode(priming_data[0:1]) self.output_size = len(encoded[0]) def _tune_model(self, train_dataset, val_dataset, optim, scheduler, n_epochs=1): """ Given a model, tune for n_epochs. train_dataset - torch.DataLoader; dataset to train val_dataset - torch.DataLoader; dataset used to compute validation loss + early stopping optim - transformers.optimization.AdamW; optimizer scheduler - scheduling params n_epochs - max number of epochs to train for, provided there is no early stopping """ # noqa self._model.train() if optim is None: log.info("No opt. provided, setting all params with AdamW.") optim = AdamW(self._model.parameters(), lr=5e-5) else: log.info("Optimizer provided") if scheduler is None: log.info("No scheduler provided.") else: log.info("Scheduler provided.") best_tr_loss = best_val_loss = float("inf") tr_loss_queue = deque(maxlen=self._patience) patience_counter = self._patience started = time.time() for epoch in range(n_epochs): total_loss = 0 for bidx, batch in enumerate(train_dataset): optim.zero_grad() with LightwoodAutocast(): loss = self._call(batch) tr_loss_queue.append(loss.item()) total_loss += loss.item() loss.backward() optim.step() if scheduler is not None: scheduler.step() if time.time() - started > self.stop_after: break # val-based early stopping if False and (self._val_loss_every != -1) and (bidx % self._val_loss_every == 0): self._model.eval() val_loss = 0 for vbatch in val_dataset: val_loss += self._call(vbatch).item() log.info( f"Epoch {epoch + 1} train batch {bidx + 1} - " f"Validation loss: {val_loss / len(val_dataset)}" ) if val_loss / len(val_dataset) >= best_val_loss: break best_val_loss = val_loss / len(val_dataset) self._model.train() # train-based early stopping elif False and (bidx + 1) % self._tr_loss_every == 0: self._model.eval() tr_loss = np.average(tr_loss_queue) log.info(f"Epoch {epoch} train batch {bidx} - Train loss: {tr_loss}") # noqa self._model.train() if tr_loss >= best_tr_loss and patience_counter == 0: break elif patience_counter > 0: patience_counter -= 1 elif tr_loss < best_tr_loss: best_tr_loss = tr_loss patience_counter = self._patience if time.time() - started > self.stop_after: break self._train_callback(epoch, total_loss / len(train_dataset)) def _call(self, batch): inpids = batch["input_ids"].to(self.device) attn = batch["attention_mask"].to(self.device) labels = batch["labels"].to(self.device) outputs = self._model(inpids, attention_mask=attn, labels=labels) loss = outputs[0] return loss def _train_callback(self, epoch, loss): log.info(f"{self.name} at epoch {epoch + 1} and loss {loss}!") def encode(self, column_data: Iterable[str]) -> torch.Tensor: """ Converts each text example in a column into encoded state. This can be either a vector embedding of the [CLS] token (represents the full text input) OR the logits prediction of the output. The transformer model is of form: transformer base + pre-classifier linear layer + classifier layer The embedding returned is of the [CLS] token after the pre-classifier layer; from internal testing, we found the latent space most highly separated across classes. If the encoder represents the logits in classification, returns a soft-maxed output of the class vector. :param column_data: List of text data as strings :returns: Embedded vector N_rows x Nembed_dim OR logits vector N_rows x N_classes depending on if `embed_mode` is True or not. """ # noqa if self.is_prepared is False: raise Exception("You need to first prepare the encoder.") # Set model to testing/eval mode. self._model.eval() encoded_representation = [] with torch.no_grad(): # Set the weights; this is GPT-2 for text in column_data: # Omit NaNs if is_none(text): text = "" # Tokenize the text with the built-in tokenizer. inp = self._tokenizer.encode( text, truncation=True, return_tensors="pt" ).to(self.device) if self.embed_mode: # Embedding mode ON; return [CLS] output = self._model.base_model(inp).last_hidden_state[:, 0] # If the model has a pre-classifier layer, use this embedding. if hasattr(self._model, "pre_classifier"): output = self._model.pre_classifier(output) else: # Embedding mode off; return classes output = self._model(inp).logits encoded_representation.append(output.detach()) return torch.stack(encoded_representation).squeeze(1).to('cpu') def decode(self, encoded_values_tensor, max_length=100): """ Text generation via decoding is not supported. """ # noqa raise Exception("Decoder not implemented.") def to(self, device, available_devices): """ Converts encoder models to device specified (CPU/GPU) Transformers are LARGE models, please run on GPU for fastest implementation. """ # noqa for v in vars(self): attr = getattr(self, v) if isinstance(attr, torch.nn.Module): attr.to(device) return self ================================================ FILE: lightwood/encoder/text/short.py ================================================ from typing import List import torch from lightwood.encoder import BaseEncoder from lightwood.encoder.categorical import CategoricalAutoEncoder from type_infer.rule_based.helpers import tokenize_text from lightwood.helpers.torch import concat_vectors_and_pad, average_vectors import pandas as pd class ShortTextEncoder(BaseEncoder): is_trainable_encoder = False def __init__(self, is_target=False, mode=None, device=''): """ :param is_target: :param mode: None or "concat" or "mean". When None, it will be set automatically based on is_target: (is_target) -> 'concat' (not is_target) -> 'mean' :param device: name of the device that get_device_from_name will attempt to use. """ super().__init__(is_target) if mode is None: if is_target: self._mode = 'concat' else: self._mode = 'mean' else: if mode not in ['concat', 'mean']: self._unexpected_mode() if is_target and mode != 'concat': raise ValueError('mode must be "concat" when is_target=True') self._mode = mode # Defined in self.prepare() self._combine_fn = None self.max_words_per_sent = None self.cae = CategoricalAutoEncoder(is_target=is_target, max_encoded_length=100, device=device) self.is_prepared = False def _unexpected_mode(self): raise ValueError('unexpected combine value (must be "mean" or "concat")') # defining both of these as normal functions because pickle can't deal with lambdas def _combine_concat(self, vecs): return concat_vectors_and_pad(vecs, self.max_words_per_sent) def _combine_mean(self, vecs): return average_vectors(vecs) def prepare(self, priming_data): no_null_sentences = (x if x is not None else '' for x in priming_data) unique_tokens = set() max_words_per_sent = 0 for sent in no_null_sentences: tokens = list(tokenize_text(sent)) max_words_per_sent = max(max_words_per_sent, len(tokens)) for tok in tokens: unique_tokens.add(tok) self.cae.prepare(pd.Series(list(unique_tokens)), pd.Series([])) if self._mode == 'concat': self.max_words_per_sent = max_words_per_sent self._combine_fn = self._combine_concat elif self._mode == 'mean': self._combine_fn = self._combine_mean else: self._unexpected_mode() self.is_prepared = True encoded = self.encode([priming_data[0]]) self.output_size = len(encoded[0]) def encode(self, column_data: List[str]) -> torch.Tensor: no_null_sentences = (x if x is not None else '' for x in column_data) output = [] for sent in no_null_sentences: tokens = list(tokenize_text(sent)) encoded_words = self.cae.encode(tokens) encoded_sent = self._combine_fn(encoded_words) output.append(torch.Tensor(encoded_sent)) output = torch.stack(output) return output def decode(self, vectors): if self._mode == 'concat': vec_size = self.cae.output_size output = [] for vec in vectors: viewed_vec = vec.view(-1, vec_size) # Find index of first padding vector for index, v in enumerate(viewed_vec): if v.abs().sum() == 0: break else: index = viewed_vec.size(0) out = self.cae.decode( viewed_vec[:index] ) output.append(out) return output elif self._mode == 'mean': raise ValueError('decode is only defined for mode="concat"') else: self._unexpected_mode() ================================================ FILE: lightwood/encoder/text/tfidf.py ================================================ import torch from sklearn.feature_extraction.text import TfidfVectorizer import numpy as np from lightwood.encoder.base import BaseEncoder class TfidfEncoder(BaseEncoder): def __init__(self, is_target: bool = False): super().__init__(is_target) self.ngram_range = (1, 5) self.max_features = 500 def prepare(self, priming_data, training_data=None): self.tfidf_vectorizer = TfidfVectorizer(ngram_range=self.ngram_range, max_features=self.max_features) self.tfidf_vectorizer.fit_transform([str(x) for x in priming_data]) def encode(self, column_data): transformed_data = self.tfidf_vectorizer.transform([str(x) for x in column_data]) dense_transformed_data = [np.array(x.todense())[0] for x in transformed_data] return torch.Tensor(dense_transformed_data) def decode(self, encoded_values_tensor): raise Exception('This encoder is not bi-directional') ================================================ FILE: lightwood/encoder/text/vocab.py ================================================ import os import torch from transformers import DistilBertTokenizer from lightwood.encoder.base import BaseEncoder class VocabularyEncoder(BaseEncoder): def __init__(self, is_target: bool = False): super().__init__(is_target) self._tokenizer_class = DistilBertTokenizer self._pretrained_model_name = 'distilbert-base-uncased' self._max_len = None self._tokenizer = None self._pad_id = None def prepare(self, priming_data): os.environ['TOKENIZERS_PARALLELISM'] = 'true' self._max_len = max([len(x) for x in priming_data]) self._tokenizer = self._tokenizer_class.from_pretrained(self._pretrained_model_name) self._pad_id = self._tokenizer.convert_tokens_to_ids([self._tokenizer.pad_token])[0] def encode(self, column_data): vec = [] for text in column_data: encoded = self._tokenizer.encode(text[:self._max_len], add_special_tokens=True) encoded = torch.tensor(encoded + [self._pad_id] * (self._max_len - len(encoded))) vec.append(encoded) return torch.stack(vec) def decode(self, encoded_values_tensor): vec = [] for encoded in encoded_values_tensor: decoded = self._tokenizer.decode(encoded) decoded = decoded.split('[PAD]')[0].rstrip().lstrip().lstrip('[CLS] ').rstrip(' [SEP]') vec.append(decoded) return vec ================================================ FILE: lightwood/encoder/time_series/__init__.py ================================================ from lightwood.encoder.time_series.ts import TimeSeriesEncoder __all__ = ['TimeSeriesEncoder'] ================================================ FILE: lightwood/encoder/time_series/helpers/__init__.py ================================================ ================================================ FILE: lightwood/encoder/time_series/helpers/common.py ================================================ import pandas as pd from lightwood.api.types import TimeseriesSettings from type_infer.dtype import dtype from lightwood.encoder.helpers import MinMaxNormalizer, CatNormalizer def generate_target_group_normalizers( data: pd.DataFrame, target: str, dtype_dict: dict, tss: TimeseriesSettings ): """ Helper function called from data_source. It generates and fits all needed normalizers for a target variable based on its grouped entities. :return: modified data with dictionary with normalizers for said target variable based on some grouped-by columns """ # noqa normalizers = {} target_dtype = dtype_dict[target] # categorical normalizers if target_dtype in (dtype.categorical, dtype.binary, dtype.cat_tsarray): normalizers['__default'] = CatNormalizer() normalizers['__default'].prepare(data) # numerical normalizers, here we spawn one per each group combination else: grouped = data.groupby(by=tss.group_by) if tss.group_by else data.groupby(lambda x: '__default') for name, subset in grouped: if subset.shape[0] > 0: target_data = subset[target].values if target_dtype == dtype.num_tsarray: target_data = target_data.reshape(-1, 1).astype(float) normalizers[name] = MinMaxNormalizer(combination=name) normalizers[name].prepare(target_data) if not normalizers.get('__default'): # ...plus a default one, used at inference time and fitted with all training data normalizers['__default'] = MinMaxNormalizer() normalizers['__default'].prepare(data[target].values) return normalizers ================================================ FILE: lightwood/encoder/time_series/helpers/rnn_helpers.py ================================================ import torch import torch.nn as nn import numpy as np from lightwood.helpers.torch import LightwoodAutocast class DecoderRNNNumerical(nn.Module): def __init__(self, hidden_size, output_size): super(DecoderRNNNumerical, self).__init__() self.hidden_size = hidden_size self.in_activation = nn.Sigmoid() self.dropout = nn.Dropout(0.2) self.gru = nn.GRU(output_size, hidden_size, batch_first=True) self.out = nn.Linear(hidden_size, output_size) def forward(self, input, hidden): with LightwoodAutocast(): output = self.in_activation(input.float()) output, hidden = self.gru(output, hidden) output = self.dropout(output) output = self.out(output) return output, hidden def init_hidden(self, device, batch_size=1): return torch.zeros(1, batch_size, self.hidden_size, device=device) def decode(self, data, initial_tensor, criterion, device, hidden_state=None, sos=0): """This method decodes an input unrolled through time, given an initial hidden state""" if isinstance(data, tuple): # when using transformer encoder, data contains a sequence length tensor data, len_data = data if initial_tensor.shape[1] > 1: # if tensor is a sequence (like the one yielded by the transformer), # we select only the last timestep for decoding initial_tensor = initial_tensor[:, -1:, :] loss = 0 next_tensor = torch.full_like(initial_tensor, sos, dtype=torch.float32).to(device) tensor_target = torch.cat([next_tensor, data], dim=1) # add SOS token at t=0 to true input if hidden_state is None: hidden_state = self.init_hidden(device, data.shape[0]) for tensor_i in range(data.shape[1] - 1): rand = np.random.randint(2) # teach from forward as well as from known tensor alternatively if rand == 1: next_tensor, hidden_state = self.forward(tensor_target[:, tensor_i, :].unsqueeze(dim=1), hidden_state) else: next_tensor, hidden_state = self.forward(next_tensor.detach(), hidden_state) loss += criterion(next_tensor, tensor_target[:, tensor_i + 1, :].unsqueeze(dim=1)) return next_tensor, hidden_state, loss class EncoderRNNNumerical(nn.Module): def __init__(self, input_size, hidden_size): super(EncoderRNNNumerical, self).__init__() self.hidden_size = hidden_size self.dropout = nn.Dropout(0.2) self.gru = nn.GRU(input_size, hidden_size, batch_first=True) self.out = nn.Linear(hidden_size, input_size) def forward(self, input, hidden): with LightwoodAutocast(): output, hidden = self.gru(input, hidden) output = self.dropout(output) output = self.out(output) return output, hidden def init_hidden(self, device, batch_size=1): return torch.zeros(1, batch_size, self.hidden_size, device=device) def bptt(self, data, criterion, device): """This method encodes an input unrolled through time""" loss = 0 hidden_state = self.init_hidden(device, batch_size=data.shape[0]) next_tensor = data[:, 0, :].unsqueeze(dim=1) # initial input for tensor_i in range(data.shape[1] - 1): rand = np.random.randint(2) # teach from forward as well as from known tensor alternatively if rand == 1: next_tensor, hidden_state = self.forward(data[:, tensor_i, :].unsqueeze(dim=1), hidden_state) else: next_tensor, hidden_state = self.forward(next_tensor.detach(), hidden_state) loss += criterion(next_tensor, data[:, tensor_i + 1, :].unsqueeze(dim=1)) return next_tensor, hidden_state, loss ================================================ FILE: lightwood/encoder/time_series/helpers/transformer_helpers.py ================================================ import math import torch import torch.nn as nn from lightwood.helpers.torch import LightwoodAutocast def len_to_mask(lengths, zeros): """ :param lengths: list of ints with the lengths of the sequences :param zeros: bool. If false, the first lengths[i] values will be True and the rest will be false. If true, the first values will be False and the rest True :return: Boolean tensor of dimension (L, T) with L = len(lenghts) and T = lengths.max(), where with rows with lengths[i] True values followed by lengths.max()-lengths[i] False values. The True and False values are inverted if `zeros == True` """ # noqa # Clean trick from: # https://stackoverflow.com/questions/53403306/how-to-batch-convert-sentence-lengths-to-masks-in-pytorch mask = torch.arange(lengths.max(), device=lengths.device)[None, :] < lengths[:, None] if zeros: mask = ~mask # Logical not return mask def get_chunk(source, source_lengths, start, step): """Source is 3D tensor, shaped (batch_size, timesteps, n_dimensions), assuming static sequence length""" # Compute the lengths of the sequences (-1 due to the last element being used as target but not as data! trunc_seq_len = int(source_lengths[0].item() - 1) lengths = torch.zeros(source.shape[0]).fill_(trunc_seq_len).to(source.device) # This is necessary for MultiHeadedAttention to work end = min(start + step, trunc_seq_len) data = source[:, start:end, :] target = source[:, start + 1:end + 1, :] return data, target, lengths class PositionalEncoding(nn.Module): def __init__(self, d_model, dropout=0.2, max_len=5000): super(PositionalEncoding, self).__init__() self.dropout = nn.Dropout(p=dropout) pe = torch.zeros(max_len, d_model) position = torch.arange(0, max_len, dtype=torch.float).unsqueeze(1) div_term = torch.exp( torch.arange(0, d_model, 2).float() * (-math.log(10000.0) / d_model) ) pe[:, 0::2] = torch.sin(position * div_term) if not d_model % 2: pe[:, 1::2] = torch.cos(position * div_term) else: pe[:, 1::2] = torch.cos(position * div_term)[:, :d_model // 2] pe = pe.unsqueeze(0).transpose(0, 1) self.register_buffer("pe", pe) def forward(self, x): with LightwoodAutocast(): x = x + self.pe[: x.size(0), :] return self.dropout(x) class TransformerEncoder(nn.Module): def __init__(self, ninp, nhead, nhid, nlayers, dropout=0.2): super(TransformerEncoder, self).__init__() self.src_mask = None self.src_linear = nn.Linear(ninp, nhid) self.pos_encoder = PositionalEncoding(nhid, dropout) encoder_layers = nn.TransformerEncoderLayer(d_model=nhid, nhead=nhead, dim_feedforward=nhid, dropout=dropout) self.transformer_encoder = nn.TransformerEncoder(encoder_layers, nlayers) self.src_decoder = nn.Linear(nhid, ninp) self.init_weights() def _generate_square_subsequent_mask(self, sz): mask = (torch.triu(torch.ones(sz, sz)) == 1).transpose(0, 1) # Take the logarithm mask = ( mask.float() .masked_fill(mask == 0, float("-inf")) .masked_fill(mask == 1, float(0.0)) ) return mask def init_weights(self): for p in self.parameters(): if p.dim() > 1: torch.nn.init.xavier_uniform_(p) def forward(self, src, lengths, device): with LightwoodAutocast(): if self.src_mask is None or self.src_mask.size(0) != src.size(0): # Attention mask to avoid attending to upcoming parts of the sequence self.src_mask = self._generate_square_subsequent_mask(src.size(0)).to( device ) src = self.src_linear(src) # src = self.pos_encoder(src) # not sure if this is helpful in time series # The lengths_mask has to be of size [batch, lengths] lengths_mask = len_to_mask(lengths, zeros=True).to(device) hidden = self.transformer_encoder( src, mask=self.src_mask, src_key_padding_mask=lengths_mask ) output = self.src_decoder(hidden) return output, hidden def bptt(self, batch, criterion, device): """This method implements truncated backpropagation through time Returns: output tensor, None as hidden_state, which does not apply in this case, and loss value""" loss = 0 train_batch, len_batch = batch batch_size, timesteps, _ = train_batch.shape for start_chunk in range(0, timesteps, timesteps): data, targets, lengths_chunk = get_chunk(train_batch, len_batch, start_chunk, timesteps) # Transformer expects seq_length in first dimension, so we transpose data = data.transpose(0, 1) targets = targets.transpose(0, 1) output, hidden = self.forward(data, lengths_chunk, device) loss += criterion(output, targets, lengths_chunk) return output.transpose(0, 1), hidden, loss ================================================ FILE: lightwood/encoder/time_series/rnn.py ================================================ import time from math import gcd from typing import List from copy import deepcopy import numpy as np import pandas as pd import torch import torch.nn as nn from torch import optim from type_infer.dtype import dtype from lightwood.helpers.log import log from lightwood.encoder.base import BaseEncoder from lightwood.helpers.device import get_device_from_name from lightwood.helpers.torch import LightwoodAutocast from lightwood.encoder.datetime import DatetimeNormalizerEncoder from lightwood.encoder.time_series.helpers.rnn_helpers import EncoderRNNNumerical, DecoderRNNNumerical from lightwood.encoder.helpers import MinMaxNormalizer, CatNormalizer from lightwood.encoder.time_series.helpers.transformer_helpers import TransformerEncoder, get_chunk, len_to_mask class TimeSeriesEncoder(BaseEncoder): """ Time series encoder. This module can learn features for any `order_by` temporal column, both with and without accompanying target data. The backbone of this encoder is either a recurrent neural network or a transformer; both structured in an encoder-decoder fashion. """ # noqa is_timeseries_encoder: bool = True is_trainable_encoder: bool = True def __init__(self, stop_after: float, is_target: bool = False, original_type: str = None, target: str = None, grouped_by: List[str] = [], encoder_type: str = 'rnn', device: str = ''): super().__init__(is_target) self.device = get_device_from_name(device) self.target = target self.grouped_by = grouped_by self._learning_rate = 0.01 self.output_size = 128 self._transformer_hidden_size = None self._epochs = int(1e5) # default training epochs self._stop_on_n_bad_epochs = 5 # stop training after N epochs where loss is worse than running avg self._epochs_running_avg = 5 # amount of epochs for running average self._pytorch_wrapper = torch.FloatTensor self.is_prepared = False self._is_setup = False self._max_ts_length = 0 self._sos = 0.0 # start of sequence for decoding self._eos = 0.0 # end of input sequence -- padding value for batches self._n_dims = 1 self._normalizer = None self.dep_norms = {} # dict of dict of normalizers for each dependency (can be grouped-by some column) self._target_type = None self._group_combinations = None self.original_type = original_type self.stop_after = stop_after if encoder_type.lower() == 'rnn': self.encoder_class = EncoderRNNNumerical elif encoder_type.lower() == 'transformer': self.encoder_class = TransformerEncoder def setup_nn(self, ts_analysis, dependencies=None): """This method must be executed after initializing, else types are unassigned""" if self.original_type in (dtype.datetime, dtype.date): self._normalizer = DatetimeNormalizerEncoder(sinusoidal=True) self._n_dims *= len(self._normalizer.fields) * 2 # sinusoidal datetime components elif self.original_type in (dtype.float, dtype.integer): self._normalizer = MinMaxNormalizer() total_dims = self._n_dims dec_hsize = self.output_size if dependencies: for dep_name, dep in dependencies.items(): self.dependencies.append(dep_name) if dep_name in self.grouped_by: continue # we only use group column for indexing and selecting rows assert dep['original_type'] in (dtype.categorical, dtype.binary, dtype.cat_tsarray, dtype.integer, dtype.float, dtype.num_tsarray) if f'__mdb_ts_previous_{self.target}' == dep_name: self.dep_norms[dep_name] = ts_analysis['target_normalizers'] self._group_combinations = ts_analysis['group_combinations'] self._target_type = dep['original_type'] # if TS analysis yields no normalizers for this dependency, we create a generic one based on its dtype else: if dep['original_type'] in (dtype.categorical, dtype.binary): self.dep_norms[dep_name]['__default'] = CatNormalizer() else: self.dep_norms[dep_name]['__default'] = MinMaxNormalizer() self.dep_norms[dep_name]['__default'].prepare(dep['data']) self._group_combinations = {'__default': None} # add descriptor size to the total encoder output dimensionality if dep['original_type'] in (dtype.categorical, dtype.binary): total_dims += len(self.dep_norms[dep_name]['__default'].scaler.categories_[0]) elif dep['original_type'] in (dtype.integer, dtype.float, dtype.num_tsarray, dtype.cat_tsarray): total_dims += 1 if self.encoder_class == EncoderRNNNumerical: self._enc_criterion = nn.MSELoss() self._dec_criterion = self._enc_criterion self._encoder = self.encoder_class(input_size=total_dims, hidden_size=self.output_size).to(self.device) elif self.encoder_class == TransformerEncoder: self._enc_criterion = self._masked_criterion self._dec_criterion = nn.MSELoss() self._base_criterion = nn.MSELoss(reduction="none") if self._transformer_hidden_size is None: self._transformer_hidden_size = total_dims * 2 # arbitrary self._encoder = self.encoder_class(ninp=total_dims, nhead=gcd(dec_hsize, total_dims), nhid=self._transformer_hidden_size, nlayers=1).to(self.device) else: raise Exception(f"Time series encoder class not supported: {self.encoder_class}") self._decoder = DecoderRNNNumerical(output_size=total_dims, hidden_size=dec_hsize).to(self.device) self._parameters = list(self._encoder.parameters()) + list(self._decoder.parameters()) self._optimizer = optim.AdamW(self._parameters, lr=self._learning_rate, weight_decay=1e-4) self._n_dims = total_dims self._is_setup = True def to(self, device, available_devices): if self._is_setup: self.device = device return super().to(device, available_devices) return self def _prepare_raw_data(self, data): """Convert to array and determine max length""" out_data = [] for e in data: if not isinstance(e, torch.Tensor): e = np.array(e, dtype=float) e[np.isnan(e)] = 0.0 t = torch.tensor(e, dtype=torch.float) else: t = e.float() t[torch.isnan(t)] = 0.0 out_data.append(t) lengths = torch.tensor([len(e) for e in data], dtype=torch.float) return out_data, lengths def _get_batch(self, source, start, end): end = min(end, len(source)) return source[start:end] def prepare(self, train_priming_data: pd.Series, dev_priming_data: pd.Series, dependency_data={}, ts_analysis=None, feedback_hoop_function=log.info, batch_size=256): """ :param priming_data: a list of (self._n_dims)-dimensional time series [[dim1_data], ...] :param dependency_data: raw data from other columns :param ts_analysis: dictionary with time analysis info (e.g. normalizers for each target group) :param feedback_hoop_function: method to use if you want to get feedback on the training process :param batch_size """ priming_data = pd.concat([train_priming_data, dev_priming_data]) priming_data = list(priming_data.values) if self.is_prepared: raise Exception('You can only call "prepare" once for a given encoder.') else: self.setup_nn(ts_analysis, dependency_data) started = time.time() # Convert to array and determine max length priming_data, lengths_data = self._prepare_raw_data(priming_data) self._max_ts_length = int(lengths_data.max()) if self._normalizer: self._normalizer.prepare(priming_data) priming_data = self._normalizer.encode(priming_data).to(self.device) if len(priming_data.shape) < 3: priming_data = priming_data.unsqueeze(-1) else: priming_data = torch.stack([d for d in priming_data]).unsqueeze(-1).to(self.device) # merge all normalized data into a training batch normalized_tensors = [] for dep_name, dep_data in dependency_data.items(): if dep_name in self.grouped_by: continue if dep_data['original_type'] in (dtype.integer, dtype.float): dep_data['group_info'] = {group: dependency_data[group]['data'] for group in self.grouped_by} data = torch.zeros((len(priming_data), lengths_data.max().int().item(), 1)) all_idxs = set(range(len(data))) grouped = dep_data['data'].groupby(by=self.grouped_by) for group_name, normalizer in self.dep_norms[dep_name].items(): if group_name != '__default': subset = grouped.get_group(normalizer.combination) normalized = normalizer.encode(subset).unsqueeze(-1) data[subset.index, :, :] = normalized all_idxs -= set(subset.index) if len(all_idxs) > 0 and '__default' in self.dep_norms[dep_name].keys(): default_norm = self.dep_norms[dep_name]['__default'] subset = [dep_data['data'][idx] for idx in list(all_idxs)] data[list(all_idxs), :, :] = torch.Tensor(default_norm.encode(subset)).unsqueeze(-1) else: # categorical has only one normalizer at all times normalizer = self.dep_norms[dep_name]['__default'] data = normalizer.encode(dep_data['data'].values) if len(data.shape) < 3: data = data.unsqueeze(-1) # add feature dimension data[torch.isnan(data)] = 0.0 normalized_tensors.append(data) if normalized_tensors: normalized_data = torch.cat(normalized_tensors, dim=-1).to(self.device) priming_data = torch.cat([priming_data, normalized_data], dim=-1) self._encoder.train() running_losses = np.full(self._epochs_running_avg, np.nan) bad_epochs = 0 for epoch in range(self._epochs): average_loss = 0 for batch_idx in range(0, len(priming_data), batch_size): # setup loss and optimizer self._optimizer.zero_grad() loss = 0 # shape: (batch_size, timesteps, n_dims) batch = self._get_batch(priming_data, batch_idx, min(batch_idx + batch_size, len(priming_data))) # encode and decode through time with LightwoodAutocast(): if self.encoder_class == TransformerEncoder: # pack batch length info tensor len_batch = self._get_batch(lengths_data, batch_idx, min( batch_idx + batch_size, len(priming_data))) batch = batch, len_batch next_tensor, hidden_state, dec_loss = self._encoder.bptt( batch, self._enc_criterion, self.device) loss += dec_loss else: next_tensor, hidden_state, enc_loss = self._encoder.bptt( batch, self._enc_criterion, self.device) loss += enc_loss next_tensor, hidden_state, dec_loss = self._decoder.decode( batch, next_tensor, self._dec_criterion, self.device, hidden_state=hidden_state) loss += dec_loss loss.backward() self._optimizer.step() average_loss += loss.item() average_loss = average_loss / len(priming_data) batch_idx += batch_size if epoch > self._epochs_running_avg and average_loss > np.average(running_losses): bad_epochs += 1 # update running loss running_losses[:-1] = running_losses[1:] running_losses[-1] = average_loss if feedback_hoop_function is not None: feedback_hoop_function( "time series encoder epoch [{epoch_n}/{total}] average_loss = {average_loss}".format( epoch_n=epoch + 1, total=self._epochs, average_loss=average_loss)) if bad_epochs > self._stop_on_n_bad_epochs: break elif (time.time() - started) > self.stop_after: break self.is_prepared = True def _encode_one(self, data, previous=None, initial_hidden=None, return_next_value=False): """ This method encodes one single row of serial data :param data: multidimensional time series as list of lists [[dim1_data], [dim2_data], ...] (dim_data: string with format "x11, x12, ... x1n") :param initial_hidden: if you want to encode from an initial hidden state other than 0s :param return_next_value: if you want to return the next value in the time series too :return: either encoded_value or (encoded_value, next_value) """ self._encoder.eval() with torch.no_grad(): # Convert to array and determine max length data, lengths_data = self._prepare_raw_data(data) self._max_ts_length = int(lengths_data.max()) if self._normalizer: data = self._normalizer.encode(data).to(self.device) if len(data.shape) < 3: data = data.unsqueeze(-1) else: data = torch.stack([d for d in data]).unsqueeze(-1).to(self.device) if previous is not None: target_tensor = torch.stack(previous).to(self.device) target_tensor[torch.isnan(target_tensor)] = 0.0 if len(target_tensor.shape) < 3: target_tensor = target_tensor.transpose(0, 1).unsqueeze(0) data_tensor = torch.cat((data, target_tensor), dim=-1) else: data_tensor = data steps = data_tensor.shape[1] if self.encoder_class == EncoderRNNNumerical: encoder_hidden = self._encoder.init_hidden(self.device) encoder_hidden = encoder_hidden if initial_hidden is None else initial_hidden next_tensor = None for tensor_i in range(steps): next_tensor, encoder_hidden = self._encoder.forward(data_tensor[:, tensor_i, :].unsqueeze(dim=0), encoder_hidden) else: next_tensor = None len_batch = self._get_batch(lengths_data, 0, len(data)) batch_size, timesteps, _ = data_tensor.shape for start_chunk in range(0, timesteps, timesteps): data, targets, lengths_chunk = get_chunk(data_tensor, len_batch, start_chunk, timesteps) data = data.transpose(0, 1) next_tensor, encoder_hidden = self._encoder.forward(data, lengths_chunk, self.device) if return_next_value: return encoder_hidden, next_tensor else: return encoder_hidden def encode(self, column_data, dependency_data=None, get_next_count=None): """ Encode a list of time series data :param column_data: a list of (self._n_dims)-dimensional time series [[dim1_data], ...] to encode :param get_next_count: default None, but you can pass a number X and it will return the X following predictions on the series for each ts_data_point in column_data :return: a list of encoded time series or if get_next_count !=0 two lists (encoded_values, projected_numbers) """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') if isinstance(column_data, pd.Series): data = deepcopy(column_data.values) # get a copy to avoid modifying the actual data frame else: data = column_data for i in range(len(data)): if not isinstance(data[i][0], list): data[i] = [data[i]] # add dimension for 1D timeseries # include autoregressive target data ptd = [] if dependency_data is not None: for dep, dep_data in dependency_data.items(): if dep in self.grouped_by: continue # normalize numerical target per group-by if self._target_type in (dtype.integer, dtype.float, dtype.num_tsarray): dep_info = { 'group_info': {group: dependency_data[group] for group in self.grouped_by}, 'data': dep_data } tensor = torch.zeros((len(dep_data), len(dep_data[0]), 1)).to(self.device) all_idxs = set(range(len(dep_data))) grouped = dep_info['data'].groupby(by=self.grouped_by) for combination in [c for c in self._group_combinations if c != '__default']: normalizer = self.dep_norms[dep].get(tuple(combination), None) if normalizer is None: normalizer = self.dep_norms[dep]['__default'] subdf = grouped.get_group(normalizer.combination) tensor[subdf.index, :, :] = torch.Tensor(normalizer.encode(subdf)).unsqueeze(-1).to(self.device) all_idxs -= set(subdf.index) # encode all remaining rows (not belonging to any grouped combination) with default normalizer if all_idxs: default_norm = self.dep_norms[dep]['__default'] subset = [dep_data[idx] for idx in all_idxs] tensor[list(all_idxs), :, :] = torch.Tensor( default_norm.encode(subset)).unsqueeze(-1).to(self.device) tensor[torch.isnan(tensor)] = 0.0 # normalize categorical target else: normalizer = self.dep_norms[dep]['__default'] tensor = normalizer.encode(dep_data) tensor[torch.isnan(tensor)] = 0.0 ptd.append(tensor) ret = [] next = [] for i, val in enumerate(data): if get_next_count is None: if dependency_data is not None and len(dependency_data) > 0 and len(ptd) > 0: encoded = self._encode_one(val, previous=[values[i] for values in ptd]) else: encoded = self._encode_one(val) else: if get_next_count <= 0: raise Exception('get_next_count must be greater than 0') hidden = None vector = val next_i = [] for j in range(get_next_count): hidden, next_reading = self._encode_one(vector, initial_hidden=hidden, return_next_value=True) vector = [next_reading] if j == 0: encoded = hidden next_i.append(next_reading) next_value = next_i[0][0].cpu() if self._normalizer: next_value = torch.Tensor(self._normalizer.decode(next_value)) next.append(next_value) ret.append(encoded[0][0].cpu()) if get_next_count is None: return torch.stack(ret) else: return torch.stack(ret), torch.stack(next) def _decode_one(self, hidden, steps): """ Decodes a single time series from its encoded representation. :param hidden: time series embedded representation tensor, with size self.output_size :param steps: as in decode(), defines how many values to output when reconstructing :return: decoded time series list """ self._decoder.eval() with torch.no_grad(): ret = [] next_tensor = torch.full((1, 1, self._n_dims), self._sos, dtype=torch.float32).to(self.device) timesteps = steps if steps else self._max_ts_length for _ in range(timesteps): next_tensor, hidden = self._decoder.forward(next_tensor, hidden) ret.append(next_tensor) return torch.stack(ret) def decode(self, encoded_data, steps=None): """ Decode a list of embedded multidimensional time series :param encoded_data: a list of embeddings [ e1, e2, ...] to be decoded into time series :param steps: fixed number of timesteps to reconstruct from each embedding. If None, encoder will output the largest length encountered during training. :return: a list of reconstructed time series """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') ret = [] for _, val in enumerate(encoded_data): hidden = torch.unsqueeze(torch.unsqueeze(val, dim=0), dim=0).to(self.device) reconstruction = self._decode_one(hidden, steps).cpu().squeeze().T.numpy() if self._n_dims == 1: reconstruction = reconstruction.reshape(1, -1) if self._normalizer: reconstruction = self._normalizer.decode(reconstruction) ret.append(reconstruction) return torch.Tensor(ret) def _masked_criterion(self, output, targets, lengths): """ Computes the loss of the first `lengths` items in the chunk """ # Put in (B, T) format and zero-out the unnecessary values mask = len_to_mask(lengths, zeros=False).t() # Inflate to feature dimension mask = mask.unsqueeze(-1).repeat(1, 1, output.shape[-1]) output = output * mask targets = targets * mask # compute the loss with respect to the appropriate lengths and average across the batch-size # We compute for every output (x_i)_i=1^L and target (y_i)_i=1^L, loss = 1/L \sum (x_i - y_i)^2 # And average across the mini-batch losses = self._base_criterion(output, targets).sum(dim=2).sum(dim=0) # The TBPTT will compute a slightly different loss, but it is not problematic loss = torch.dot((1.0 / lengths.float()), losses) / len(losses) return loss ================================================ FILE: lightwood/encoder/time_series/ts.py ================================================ from typing import List, Iterable import torch from type_infer.dtype import dtype from lightwood.encoder.array import ArrayEncoder class TimeSeriesEncoder(ArrayEncoder): is_timeseries_encoder: bool = True is_trainable_encoder: bool = True def __init__(self, stop_after: float, window: int = None, is_target: bool = False, original_type: dtype = None): """ Time series encoder. This module will pass the normalized series values, along with moving averages taken from the series' last `window` values. :param stop_after: time budget in seconds. :param window: expected length of array data. :param original_type: element-wise data type """ # noqa super().__init__(stop_after, window, is_target, original_type) self.max_mavg_offset = self.output_size self.output_size += self.max_mavg_offset def encode(self, column_data: Iterable[Iterable]) -> torch.Tensor: """ Encodes time series data. :param column_data: Input column data to be encoded :returns: a torch tensor representing the encoded time series. """ if not self.is_prepared: raise Exception('You need to call "prepare" before calling "encode" or "decode".') base_encode = super().encode(column_data) if self.original_type in (dtype.integer, dtype.float, dtype.quantity, dtype.num_tsarray): mavgs = [] for offset in range(self.max_mavg_offset): ma = torch.mean(base_encode[:, offset:self.max_mavg_offset], 1) mavgs.append(ma.unsqueeze(1)) base_encode[:, (self.output_size - self.max_mavg_offset):] = torch.cat(mavgs, dim=1) return base_encode def decode(self, data: torch.Tensor) -> List[Iterable]: """ Converts data as a list of arrays. Removes all encoded moving average information. :param data: Encoded data prepared by this array encoder :returns: A list of iterable sequences in the original data space """ decoded = data[:, self.max_mavg_offset].tolist() return decoded ================================================ FILE: lightwood/ensemble/__init__.py ================================================ from lightwood.ensemble.base import BaseEnsemble from lightwood.ensemble.identity import IdentityEnsemble from lightwood.ensemble.embed import Embedder from lightwood.ensemble.best_of import BestOf from lightwood.ensemble.mean_ensemble import MeanEnsemble from lightwood.ensemble.mode_ensemble import ModeEnsemble from lightwood.ensemble.stacked_ensemble import StackedEnsemble from lightwood.ensemble.ts_stacked_ensemble import TsStackedEnsemble from lightwood.ensemble.weighted_mean_ensemble import WeightedMeanEnsemble __all__ = ['BaseEnsemble', 'BestOf', 'MeanEnsemble', 'ModeEnsemble', 'WeightedMeanEnsemble', 'StackedEnsemble', 'TsStackedEnsemble', 'Embedder', 'IdentityEnsemble'] ================================================ FILE: lightwood/ensemble/base.py ================================================ from typing import List, Optional import pandas as pd from lightwood.mixer.base import BaseMixer from lightwood.data.encoded_ds import EncodedDs from lightwood.api.types import PredictionArguments, SubmodelData class BaseEnsemble: """ Base class for all ensembles. Ensembles wrap sets of Lightwood mixers, with the objective of generating better predictions based on the output of each mixer. There are two important methods for any ensemble to work: 1. `__init__()` should prepare all mixers and internal ensemble logic. 2. `__call__()` applies any aggregation rules to generate final predictions based on the output of each mixer. Class Attributes: - mixers: List of mixers the ensemble will use. - supports_proba: For classification tasks, whether the ensemble supports yielding per-class scores rather than only returning the predicted label. NOTE: this ensemble is not functional. Do not use it when generating custom JsonAI objects, as the learning process will fail. """ # noqa data: EncodedDs mixers: List[BaseMixer] best_index: int # @TODO: maybe only applicable to BestOf supports_proba: bool prepared: bool submodel_data: List[SubmodelData] def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs, fit: Optional[bool] = True) -> None: self.data = data self.mixers = mixers self.best_index = 0 self.supports_proba = False self.submodel_data = [] def __call__(self, ds: EncodedDs, args: PredictionArguments) -> pd.DataFrame: raise NotImplementedError() ================================================ FILE: lightwood/ensemble/best_of.py ================================================ from typing import List, Optional import numpy as np import pandas as pd from mindsdb_evaluator import evaluate_accuracies from lightwood.helpers.log import log from type_infer.helpers import is_nan_numeric from lightwood.mixer.base import BaseMixer from lightwood.ensemble.base import BaseEnsemble from lightwood.api.types import PredictionArguments, SubmodelData from lightwood.data.encoded_ds import EncodedDs class BestOf(BaseEnsemble): """ This ensemble acts as a mixer selector. After evaluating accuracy for all internal mixers with the validation data, it sets the best mixer as the underlying model. """ # noqa indexes_by_accuracy: List[float] def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs, accuracy_functions, args: PredictionArguments, ts_analysis: Optional[dict] = None, fit: bool = True) -> None: super().__init__(target, mixers, data, fit=False) if fit: score_list = [] for _, mixer in enumerate(self.mixers): score_dict = evaluate_accuracies( data.data_frame, mixer(data, args)['prediction'], target, accuracy_functions, ts_analysis=ts_analysis ) avg_score = np.mean(list(score_dict.values())) log.info(f'Mixer: {type(mixer).__name__} got accuracy: {avg_score}') if is_nan_numeric(avg_score): avg_score = -pow(2, 63) log.warning(f'Change the accuracy of mixer {type(mixer).__name__} to valid value: {avg_score}') self.submodel_data.append(SubmodelData( name=type(mixer).__name__, accuracy=avg_score, is_best=False )) score_list.append(avg_score) self.indexes_by_accuracy = list(reversed(np.array(score_list).argsort())) self.supports_proba = self.mixers[self.indexes_by_accuracy[0]].supports_proba log.info(f'Picked best mixer: {type(self.mixers[self.indexes_by_accuracy[0]]).__name__}') self.prepared = True self.submodel_data[self.indexes_by_accuracy[0]].is_best = True def __call__(self, ds: EncodedDs, args: PredictionArguments) -> pd.DataFrame: assert self.prepared if args.all_mixers: predictions = {} for mixer in self.mixers: predictions[f'__mdb_mixer_{type(mixer).__name__}'] = mixer(ds, args=args)['prediction'] return pd.DataFrame(predictions) else: for mixer_index in self.indexes_by_accuracy: mixer = self.mixers[mixer_index] try: return mixer(ds, args=args) except Exception as e: if mixer.stable: raise(e) else: log.warning(f'Unstable mixer {type(mixer).__name__} failed with exception: {e}.\ Trying next best') ================================================ FILE: lightwood/ensemble/embed.py ================================================ from typing import List import pandas as pd from lightwood.mixer.base import BaseMixer from lightwood.ensemble.base import BaseEnsemble from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs class Embedder(BaseEnsemble): """ This ensemble acts as a simple embedder that bypasses all mixers. When called, it will return the encoded representation of the data stored in (or generated by) an EncodedDs object. """ # noqa def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs) -> None: super().__init__(target, list(), data) self.embedding_size = data.get_encoded_data(include_target=False).shape[-1] self.prepared = True def __call__(self, ds: EncodedDs, args: PredictionArguments = None) -> pd.DataFrame: # shape: (B, self.embedding_size) encoded_representations = ds.get_encoded_data(include_target=False).numpy() return pd.DataFrame(encoded_representations) ================================================ FILE: lightwood/ensemble/identity.py ================================================ from typing import List import pandas as pd from lightwood.mixer.base import BaseMixer from lightwood.ensemble.base import BaseEnsemble from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs class IdentityEnsemble(BaseEnsemble): """ This ensemble performs no aggregation. User can define an "active mixer" and calling the ensemble will call said mixer. Ideal for use cases with single mixers where (potentially expensive) evaluation runs are done internally, as in `BestOf`. """ # noqa def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs, args: PredictionArguments) -> None: super().__init__(target, mixers, data=data) self._active_mixer = 0 single_row_ds = EncodedDs(data.encoders, data.data_frame.iloc[[0]], data.target) _ = self.mixers[self._active_mixer](single_row_ds, args)['prediction'] # prime mixer for storage, needed because NHitsMixer.model (neuralforecast.NHITS) is not serializable without this, oddly enough. Eventually, check this again and remove if possible! # noqa self.prepared = True def __call__(self, ds: EncodedDs, args: PredictionArguments = None) -> pd.DataFrame: assert self.prepared mixer = self.mixers[self.active_mixer] return mixer(ds, args=args) @property def active_mixer(self): return self._active_mixer @active_mixer.setter def active_mixer(self, idx): assert 0 <= idx < len(self.mixers), f'The ensemble has {len(self.mixers)} mixers, please provide a valid index.' self._active_mixer = idx ================================================ FILE: lightwood/ensemble/mean_ensemble.py ================================================ from typing import List, Optional import pandas as pd from lightwood.mixer.base import BaseMixer from lightwood.ensemble.base import BaseEnsemble from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs from type_infer.dtype import dtype class MeanEnsemble(BaseEnsemble): """ When called, this ensemble will return the mean prediction from the entire list of underlying mixers. NOTE: can only be used in regression tasks. """ def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs, dtype_dict: dict, fit: Optional[bool] = True, **kwargs) -> None: super().__init__(target, mixers, data, fit=False) if dtype_dict[target] not in (dtype.float, dtype.integer, dtype.quantity): raise Exception( f'This ensemble can only be used regression problems! Got target dtype {dtype_dict[target]} instead!') def __call__(self, ds: EncodedDs, args: PredictionArguments) -> pd.DataFrame: predictions_df = pd.DataFrame() for mixer in self.mixers: predictions_df[f'__mdb_mixer_{type(mixer).__name__}'] = mixer(ds, args=args)['prediction'] return pd.DataFrame(predictions_df.mean(axis='columns'), columns=['prediction']) ================================================ FILE: lightwood/ensemble/mode_ensemble.py ================================================ from typing import List, Optional, Dict import pandas as pd import numpy as np from lightwood.mixer.base import BaseMixer from lightwood.ensemble.base import BaseEnsemble from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs from type_infer.dtype import dtype from mindsdb_evaluator import evaluate_accuracies from type_infer.helpers import is_nan_numeric from lightwood.helpers.log import log class ModeEnsemble(BaseEnsemble): """ When called, this ensemble will return the mode prediction from the entire list of underlying mixers. If there are multiple modes, the mode whose voting mixers have the highest score will be returned. NOTE: can only be used in categorical tasks. """ mixer_scores: Dict[str, float] def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs, dtype_dict: dict, accuracy_functions, args: PredictionArguments, ts_analysis: Optional[dict] = None, fit: Optional[bool] = True, **kwargs) -> None: super().__init__(target, mixers, data, fit=False) self.mixer_scores = {} if fit: if dtype_dict[target] not in (dtype.binary, dtype.categorical, dtype.tags): raise Exception( 'This ensemble can only be used in classification problems! ' + f'Got target dtype {dtype_dict[target]} instead!') for _, mixer in enumerate(mixers): score_dict = evaluate_accuracies( data.data_frame, mixer(data, args)['prediction'], target, accuracy_functions, ts_analysis=ts_analysis ) avg_score = np.mean(list(score_dict.values())) log.info(f'Mixer: {type(mixer).__name__} got accuracy: {avg_score}') if is_nan_numeric(avg_score): avg_score = -pow(2, 63) log.warning(f'Change the accuracy of mixer {type(mixer).__name__} to valid value: {avg_score}') self.mixer_scores[f'__mdb_mixer_{type(mixer).__name__}'] = avg_score self.prepared = True def _pick_mode_highest_score(self, prediction: pd.Series): """If the predictions are unimodal, return the mode. If there are multiple modes, return the mode whose voting mixers have the highest score.""" prediction_counts = prediction.value_counts() # If there is a clear winner, i.e. only one prediction if len(prediction_counts) == 1: return prediction_counts.index[0] counts = prediction_counts.values # how many times all predictions have appeared max_count = np.max(counts) # how many times the most frequent predictions have apppeared # most frequent predictions and how many times they appeared modes = prediction_counts[prediction_counts == max_count] modes_predictions = modes.index # most frequent predictions # For each mode, get the sum of the scores of the predictors who voted for it modes_predictions_scores = {} for mode_prediction in modes_predictions: voting_mixers_name = prediction[prediction == mode_prediction].index.tolist() modes_predictions_scores[mode_prediction] = np.sum( [self.mixer_scores[mixer_name] for mixer_name in voting_mixers_name]) # Return the mode with the maximum sum of accuracies return max(modes_predictions_scores, key=modes_predictions_scores.get) def __call__(self, ds: EncodedDs, args: PredictionArguments) -> pd.DataFrame: assert self.prepared predictions_df = pd.DataFrame() for mixer in self.mixers: predictions_df[f'__mdb_mixer_{type(mixer).__name__}'] = mixer(ds, args=args)['prediction'] mode_df = predictions_df.apply(func=self._pick_mode_highest_score, axis='columns') return pd.DataFrame(mode_df, columns=['prediction']) ================================================ FILE: lightwood/ensemble/stacked_ensemble.py ================================================ from typing import List, Optional import numpy as np import pandas as pd import torch from torch import nn from torch.optim import SGD from lightwood.mixer.base import BaseMixer from lightwood.ensemble.mean_ensemble import MeanEnsemble from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs from lightwood.helpers.log import log class StackedEnsemble(MeanEnsemble): """ This ensemble will learn an optimal weight vector via Stochastic Gradient Descent on the validation dataset and the respective mixer predictions. Starting weights for the vector are uniformly set. Note this mixer is still in experimental phase. Some features in the roadmap are: - support for handling faulty mixers - support for custom initial vector weights - early stopping - arbitrarily complex secondary model """ # noqa def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs, dtype_dict: dict, args: PredictionArguments, fit: Optional[bool] = True, **kwargs) -> None: super().__init__(target, mixers, data, dtype_dict, fit=False) self.target_cols = [target] self.softmax = nn.Softmax(dim=0) self.mixer_weights = nn.Parameter(torch.full((len(mixers),), 1 / len(mixers))) self.criterion = nn.MSELoss() self.optimizer = SGD([self.mixer_weights], lr=0.01) self.agg_dim = 1 if fit and len(mixers) > 1: all_preds = torch.tensor(self.predict(data, args)).squeeze().reshape(-1, len(mixers)) actual = torch.tensor(data.data_frame[self.target_cols].values) def _eval_loss(): self.optimizer.zero_grad() weighted = torch.sum(all_preds * self.softmax(self.mixer_weights), dim=self.agg_dim) loss = self.criterion(weighted, actual) loss.backward() return loss self.optimizer.step(_eval_loss) self.mixer_weights = self.softmax(self.mixer_weights) log.info(f'Optimal stacking weights: {self.mixer_weights.detach().tolist()}') self.prepared = True def predict(self, ds: EncodedDs, args: PredictionArguments) -> List: outputs = [] for mixer in self.mixers: output = mixer(ds, args=args)['prediction'].tolist() output = np.expand_dims(np.array(output), self.agg_dim) outputs.append(output) return outputs def __call__(self, ds: EncodedDs, args: PredictionArguments) -> pd.DataFrame: assert self.prepared mixer_weights = torch.tensor(args.mixer_weights) if args.mixer_weights else self.mixer_weights output = pd.DataFrame() predictions = torch.tensor(self.predict(ds, args)).squeeze().reshape(-1, len(self.mixers)) predictions = (predictions * mixer_weights).sum(axis=1) output['prediction'] = predictions.detach().numpy().tolist() return output def set_weights(self, weights: List): if len(weights) != len(self.mixers): raise Exception(f"Expected weight vector to have {len(self.mixers)} entries, got {len(weights)} instead.") self.mixer_weights = torch.tensor(weights) ================================================ FILE: lightwood/ensemble/ts_stacked_ensemble.py ================================================ from copy import deepcopy from typing import List, Optional import torch from torch import nn from torch.optim import SGD import numpy as np import pandas as pd from lightwood.mixer.base import BaseMixer from lightwood.ensemble.stacked_ensemble import StackedEnsemble from lightwood.encoder.array.ts_num_array import TsArrayNumericEncoder from lightwood.api.types import PredictionArguments from type_infer.dtype import dtype from lightwood.data.encoded_ds import EncodedDs from lightwood.helpers.log import log class TsStackedEnsemble(StackedEnsemble): """ Thin wrapper for `StackedEnsemble` that enables forecasting support. """ def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs, dtype_dict: dict, ts_analysis: dict, args: PredictionArguments, fit: Optional[bool] = True, **kwargs) -> None: dtype_dict = deepcopy(dtype_dict) dtype_dict[target] = dtype.float # hijack to correctly initialize parent class super().__init__(target, mixers, data, dtype_dict, args, fit=False) if not isinstance(data.encoders[target], TsArrayNumericEncoder): raise Exception('This ensemble can only be used to forecast!') self.ts_analysis = ts_analysis self.horizon = self.ts_analysis['tss'].horizon self.target_cols = [target] + [f'{target}_timestep_{t + 1}' for t in range(self.horizon - 1)] self.agg_dim = 2 self.opt_max_iter = 1000 if fit and len(mixers) > 1: all_preds = torch.tensor(self.predict(data, args)).squeeze().reshape(-1, self.horizon, len(mixers)) actual = torch.tensor(data.data_frame[self.target_cols].values) nan_mask = actual != actual actual[nan_mask] = 0 all_preds[nan_mask, :] = 0 criterion = nn.SmoothL1Loss() optimizer = SGD([self.mixer_weights], lr=1e-3) def _eval_loss(): optimizer.zero_grad() weighted = torch.sum(all_preds * self.softmax(self.mixer_weights), dim=self.agg_dim) loss = criterion(weighted, actual) loss.backward() return loss for _ in range(self.opt_max_iter): optimizer.step(_eval_loss) self.mixer_weights = self.softmax(self.mixer_weights) log.info(f'Optimal stacking weights: {self.mixer_weights.detach().tolist()}') self.prepared = True def __call__(self, ds: EncodedDs, args: PredictionArguments) -> pd.DataFrame: assert self.prepared mixer_weights = torch.tensor(args.mixer_weights) if args.mixer_weights else self.mixer_weights output = pd.DataFrame() predictions = torch.tensor(np.concatenate(self.predict(ds, args), axis=2)) predictions = (predictions * mixer_weights).sum(axis=self.agg_dim) output['prediction'] = predictions.detach().numpy().tolist() return output ================================================ FILE: lightwood/ensemble/weighted_mean_ensemble.py ================================================ from typing import List, Optional import numpy as np import pandas as pd from lightwood.helpers.log import log from type_infer.helpers import is_nan_numeric from lightwood.mixer.base import BaseMixer from lightwood.ensemble.base import BaseEnsemble from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs from mindsdb_evaluator import evaluate_accuracies from type_infer.dtype import dtype class WeightedMeanEnsemble(BaseEnsemble): """ This ensemble determines a weight vector to return a weighted mean of the underlying mixers. More specifically, each model is evaluated on the validation dataset and assigned an accuracy score (as per the fixed accuracy function at the JsonAI level). Afterwards, all the scores are softmaxed to obtain the final weights. Note: this ensemble only supports regression tasks. """ # noqa def __init__(self, target, mixers: List[BaseMixer], data: EncodedDs, args: PredictionArguments, dtype_dict: dict, accuracy_functions, ts_analysis: Optional[dict] = None, fit: Optional[bool] = True, **kwargs) -> None: super().__init__(target, mixers, data) if dtype_dict[target] not in (dtype.float, dtype.integer, dtype.quantity): raise Exception( f'This ensemble can only be used regression problems! Got target dtype {dtype_dict[target]} instead!') if fit: score_list = [] for _, mixer in enumerate(mixers): score_dict = evaluate_accuracies( data.data_frame, mixer(data, args)['prediction'], target, accuracy_functions, ts_analysis=ts_analysis ) avg_score = np.mean(list(score_dict.values())) log.info(f'Mixer: {type(mixer).__name__} got accuracy: {avg_score}') if is_nan_numeric(avg_score): log.warning(f'Could not compute a valid accuracy for mixer: {type(mixer).__name__}, \ functions: {accuracy_functions}, yielded invalid average score {avg_score}, \ resetting that to -pow(2,63) instead.') avg_score = -pow(2, 63) score_list.append(avg_score) self.weights = self.accuracies_to_weights(np.array(score_list)) self.prepared = True def __call__(self, ds: EncodedDs, args: PredictionArguments) -> pd.DataFrame: assert self.prepared df = pd.DataFrame() for mixer in self.mixers: df[f'__mdb_mixer_{type(mixer).__name__}'] = mixer(ds, args=args)['prediction'] mixer_weights = args.mixer_weights if args.mixer_weights else self.weights avg_predictions_df = df.apply(lambda x: np.average(x, weights=mixer_weights), axis='columns') return pd.DataFrame(avg_predictions_df, columns=['prediction']) @staticmethod def accuracies_to_weights(x: np.array) -> np.array: # Converts accuracies to weights using the softmax function. e_x = np.exp(x - np.max(x)) return e_x / e_x.sum() ================================================ FILE: lightwood/helpers/__init__.py ================================================ from lightwood.helpers.device import is_cuda_compatible, get_devices from lightwood.helpers.general import is_none from lightwood.helpers.ts import get_ts_groups, get_inferred_timestamps, add_tn_num_conf_bounds, add_tn_cat_conf_bounds from lightwood.helpers.io import read_from_path_or_url from lightwood.helpers.parallelism import get_nr_procs, mut_method_call, run_mut_method from lightwood.helpers.numeric import filter_nan_and_none from lightwood.helpers.seed import seed from lightwood.helpers.torch import average_vectors, concat_vectors_and_pad, LightwoodAutocast __all__ = ['is_cuda_compatible', 'get_devices', 'mut_method_call', 'run_mut_method', 'get_ts_groups', 'is_none', 'read_from_path_or_url', 'seed', 'get_inferred_timestamps', 'add_tn_num_conf_bounds', 'add_tn_cat_conf_bounds', 'get_nr_procs', 'average_vectors', 'concat_vectors_and_pad', 'LightwoodAutocast', 'filter_nan_and_none' ] # noqa ================================================ FILE: lightwood/helpers/codegen.py ================================================ import os import sys import time import string import random import tempfile import importlib from copy import deepcopy from types import ModuleType from type_infer.dtype import dtype from lightwood.helpers.log import log from lightwood.api.types import JsonAI from lightwood.api.json_ai import add_implicit_values, lookup_encoder from lightwood.helpers.constants import IMPORTS, IMPORT_EXTERNAL_DIRS from lightwood.helpers.templating import call, inline_dict, align from lightwood.__about__ import __version__ as lightwood_version def code_from_json_ai(json_ai: JsonAI) -> str: """ Generates a custom ``PredictorInterface`` given the specifications from ``JsonAI`` object. :param json_ai: ``JsonAI`` object with fully specified parameters :returns: Automated syntax of the ``PredictorInterface`` object. """ json_ai = deepcopy(json_ai) # ----------------- # # Fill in any missing values json_ai = add_implicit_values(json_ai) # ----------------- # # Instantiate data types dtype_dict = {} for k in json_ai.dtype_dict: if json_ai.dtype_dict[k] not in (dtype.invalid, dtype.empty): dtype_dict[k] = json_ai.dtype_dict[k] # Populate imputers imputer_dict = {} if json_ai.imputers: for imputer in json_ai.imputers: imputer_dict[imputer['args']['target'].replace('\'', '').replace('\"', '')] = call(imputer) json_ai.imputers = imputer_dict imputers = inline_dict(json_ai.imputers) # Populate encoders encoder_dict = {} for col_name, encoder in json_ai.encoders.items(): encoder_dict[col_name] = call(encoder) # Populate time-series specific details # TODO: consider moving this to a `JsonAI override` phase tss = json_ai.problem_definition.timeseries_settings if tss.is_timeseries: if tss.use_previous_target: col_name = f"__mdb_ts_previous_{json_ai.problem_definition.target}" target_type = json_ai.dtype_dict[json_ai.problem_definition.target] json_ai.problem_definition.timeseries_settings.target_type = target_type encoder_dict[col_name] = call( lookup_encoder( target_type, col_name, False, json_ai.problem_definition, False, None, ) ) dtype_dict[col_name] = target_type # @TODO: Is populating the json_ai at this stage even necessary? json_ai.encoders[col_name] = encoder_dict[col_name] json_ai.dtype_dict[col_name] = target_type json_ai.dependency_dict[col_name] = [] # ----------------- # input_cols = [x.replace("'", "\\'").replace('"', '\\"') for x in json_ai.encoders if x != json_ai.problem_definition.target] if len(input_cols) < 1: raise Exception('There are no valid input features. Please check your data before trying again.') input_cols = ",".join([f"""'{name}'""" for name in input_cols]) # ----------------- # # Time-series specific code blocks # ----------------- # ts_transform_code = "" ts_analyze_code = None ts_encoder_code = "" if json_ai.timeseries_transformer is not None: ts_transform_code = f""" log.info('Transforming timeseries data') data = {call(json_ai.timeseries_transformer)} """ ts_analyze_code = f""" self.ts_analysis = {call(json_ai.timeseries_analyzer)} """ # @TODO: set these kwargs/properties in the json ai construction (if possible) if json_ai.timeseries_analyzer is not None: ts_encoder_code = """ if encoder.is_timeseries_encoder: kwargs['ts_analysis'] = self.ts_analysis """ if json_ai.problem_definition.timeseries_settings.is_timeseries: ts_target_code = """ if encoder.is_target: encoder.normalizers = self.ts_analysis['target_normalizers'] encoder.group_combinations = self.ts_analysis['group_combinations'] """ else: ts_target_code = "" # ----------------- # # Statistical Analysis Body # ----------------- # analyze_data_body = f""" self.statistical_analysis = statistical_analysis(data, self.dtype_dict, self.problem_definition.to_dict(), {json_ai.identifiers}) # Instantiate post-training evaluation self.analysis_blocks = [{', '.join([call(block) for block in json_ai.analysis_blocks])}] """ analyze_data_body = align(analyze_data_body, 2) # ----------------- # # Pre-processing Body # ----------------- # clean_body = f""" log.info('Cleaning the data') self.imputers = {imputers} data = {call(json_ai.cleaner)} # Time-series blocks {ts_transform_code} """ clean_body += '\nreturn data' clean_body = align(clean_body, 2) # ----------------- # # Train-Test Splitter Body # ----------------- # split_body = f""" log.info("Splitting the data into train/test") train_test_data = {call(json_ai.splitter)} return train_test_data """ split_body = align(split_body, 2) # ----------------- # # Prepare features Body # ----------------- # prepare_body = """ self.mode = 'train' if self.statistical_analysis is None: raise Exception("Please run analyze_data first") """ if ts_analyze_code is not None: prepare_body += f""" if self.mode != 'predict': {align(ts_analyze_code, 1)} """ prepare_body += f""" # Column to encoder mapping self.encoders = {inline_dict(encoder_dict)} # Prepare the training + dev data concatenated_train_dev = pd.concat([data['train'], data['dev']]) prepped_encoders = {{}} # Prepare input encoders parallel_encoding = parallel_encoding_check(data['train'], self.encoders) if parallel_encoding: log.debug('Preparing in parallel...') for col_name, encoder in self.encoders.items(): if col_name != self.target and not encoder.is_trainable_encoder: prepped_encoders[col_name] = (encoder, concatenated_train_dev[col_name], 'prepare') prepped_encoders = mut_method_call(prepped_encoders) else: log.debug('Preparing sequentially...') for col_name, encoder in self.encoders.items(): if col_name != self.target and not encoder.is_trainable_encoder: log.debug(f'Preparing encoder for {{col_name}}...') encoder.prepare(concatenated_train_dev[col_name]) prepped_encoders[col_name] = encoder # Store encoders for col_name, encoder in prepped_encoders.items(): self.encoders[col_name] = encoder # Prepare the target if self.target not in prepped_encoders: if self.encoders[self.target].is_trainable_encoder: self.encoders[self.target].prepare(data['train'][self.target], data['dev'][self.target]) else: self.encoders[self.target].prepare(pd.concat([data['train'], data['dev']])[self.target]) # Prepare any non-target encoders that are learned for col_name, encoder in self.encoders.items(): if col_name != self.target and encoder.is_trainable_encoder: priming_data = pd.concat([data['train'], data['dev']]) kwargs = {{}} if self.dependencies[col_name]: kwargs['dependency_data'] = {{}} for col in self.dependencies[col_name]: kwargs['dependency_data'][col] = {{ 'original_type': self.dtype_dict[col], 'data': priming_data[col] }} {align(ts_encoder_code, 3)} # If an encoder representation requires the target, provide priming data if hasattr(encoder, 'uses_target'): kwargs['encoded_target_values'] = self.encoders[self.target].encode(priming_data[self.target]) encoder.prepare(data['train'][col_name], data['dev'][col_name], **kwargs) {align(ts_target_code, 1)} """ prepare_body = align(prepare_body, 2) # ----------------- # # Featurize Data Body # ----------------- # feature_body = f""" log.info('Featurizing the data') tss = self.problem_definition.timeseries_settings feature_data = dict() for key, data in split_data.items(): if key != 'stratified_on': # compute and store two splits - full and filtered (useful for time series post-train analysis) if key not in self.feature_cache: featurized_split = EncodedDs(self.encoders, data, self.target) filtered_subset = EncodedDs(self.encoders, filter_ts(data, tss), self.target) for k, s in zip((key, f'{{key}}_filtered'), (featurized_split, filtered_subset)): self.feature_cache[k] = s for k in (key, f'{{key}}_filtered'): feature_data[k] = self.feature_cache[k] return feature_data """ # noqa feature_body = align(feature_body, 2) # ----------------- # # Fit Mixer Body # ----------------- # fit_body = f""" self.mode = 'train' # --------------- # # Extract data # --------------- # # Extract the featurized data into train/dev/test encoded_train_data = enc_data['train'] encoded_dev_data = enc_data['dev'] encoded_test_data = enc_data['test_filtered'] log.info('Training the mixers') # --------------- # # Fit Models # --------------- # # Assign list of mixers self.mixers = [{', '.join([call(x) for x in json_ai.model["args"]["submodels"]])}] # Train mixers trained_mixers = [] for mixer in self.mixers: try: if mixer.trains_once: self.fit_mixer(mixer, ConcatedEncodedDs([encoded_train_data, encoded_dev_data]), encoded_test_data) else: self.fit_mixer(mixer, encoded_train_data, encoded_dev_data) trained_mixers.append(mixer) except Exception as e: log.warning(f'Exception: {{e}} when training mixer: {{mixer}}') if {json_ai.problem_definition.strict_mode} and mixer.stable: raise e # Update mixers to trained versions if not trained_mixers: raise Exception('No mixers could be trained! Please verify your problem definition or JsonAI model representation.') self.mixers = trained_mixers # --------------- # # Create Ensembles # --------------- # log.info('Ensembling the mixer') # Create an ensemble of mixers to identify best performing model # Dirty hack self.ensemble = {call(json_ai.model)} self.supports_proba = self.ensemble.supports_proba """ fit_body = align(fit_body, 2) # ----------------- # # Analyze Ensemble Body # ----------------- # analyze_ensemble = f""" # --------------- # # Extract data # --------------- # # Extract the featurized data into train/dev/test encoded_train_data = enc_data['train'] encoded_dev_data = enc_data['dev'] encoded_test_data = enc_data['test'] # --------------- # # Analyze Ensembles # --------------- # log.info('Analyzing the ensemble of mixers') self.model_analysis, self.runtime_analyzer = {call(json_ai.analyzer)} """ analyze_ensemble = align(analyze_ensemble, 2) # ----------------- # # Adjust Ensemble Body # ----------------- # adjust_body = f""" self.mode = 'train' # --------------- # # Prepare data # --------------- # if dev_data is None: data = train_data split = splitter( data=data, pct_train=0.8, pct_dev=0.2, pct_test=0, tss=self.problem_definition.timeseries_settings.to_dict(), seed=self.problem_definition.seed_nr, target=self.target, dtype_dict=self.dtype_dict) train_data = split['train'] dev_data = split['dev'] if adjust_args is None or not adjust_args.get('learn_call'): train_data = self.preprocess(train_data) dev_data = self.preprocess(dev_data) dev_data = EncodedDs(self.encoders, dev_data, self.target) train_data = EncodedDs(self.encoders, train_data, self.target) # --------------- # # Update/Adjust Mixers # --------------- # log.info('Updating the mixers') for mixer in self.mixers: mixer.partial_fit(train_data, dev_data, adjust_args) """ # noqa adjust_body = align(adjust_body, 2) # ----------------- # # Learn Body # ----------------- # learn_body = """ self.mode = 'train' n_phases = 8 if self.problem_definition.fit_on_all else 7 # Perform stats analysis log.info(f'[Learn phase 1/{n_phases}] - Statistical analysis') self.analyze_data(data) # Pre-process the data log.info(f'[Learn phase 2/{n_phases}] - Data preprocessing') data = self.preprocess(data) # Create train/test (dev) split log.info(f'[Learn phase 3/{n_phases}] - Data splitting') train_dev_test = self.split(data) # Prepare encoders log.info(f'[Learn phase 4/{n_phases}] - Preparing encoders') self.prepare(train_dev_test) # Create feature vectors from data log.info(f'[Learn phase 5/{n_phases}] - Feature generation') enc_train_test = self.featurize(train_dev_test) # Prepare mixers log.info(f'[Learn phase 6/{n_phases}] - Mixer training') if not self.problem_definition.embedding_only: self.fit(enc_train_test) else: self.mixers = [] self.ensemble = Embedder(self.target, mixers=list(), data=enc_train_test['train']) self.supports_proba = self.ensemble.supports_proba # Analyze the ensemble log.info(f'[Learn phase 7/{n_phases}] - Ensemble analysis') self.analyze_ensemble(enc_train_test) # ------------------------ # # Enable model partial fit AFTER it is trained and evaluated for performance with the appropriate train/dev/test splits. # This assumes the predictor could continuously evolve, hence including reserved testing data may improve predictions. # SET `json_ai.problem_definition.fit_on_all=False` TO TURN THIS BLOCK OFF. # Update the mixers with partial fit if self.problem_definition.fit_on_all and all([not m.trains_once for m in self.mixers]): log.info(f'[Learn phase 8/{n_phases}] - Adjustment on validation requested') self.adjust(enc_train_test["test"].data_frame, ConcatedEncodedDs([enc_train_test["train"], enc_train_test["dev"]]).data_frame, adjust_args={'learn_call': True}) self.feature_cache = dict() # empty feature cache to avoid large predictor objects """ learn_body = align(learn_body, 2) # ----------------- # # Predict Body # ----------------- # predict_body = f""" self.mode = 'predict' n_phases = 3 if self.pred_args.all_mixers else 4 if len(data) == 0: raise Exception("Empty input, aborting prediction. Please try again with some input data.") self.pred_args = PredictionArguments.from_dict(args) log.info(f'[Predict phase 1/{{n_phases}}] - Data preprocessing') if self.problem_definition.ignore_features: log.info(f'Dropping features: {{self.problem_definition.ignore_features}}') data = data.drop(columns=self.problem_definition.ignore_features, errors='ignore') for col in self.input_cols: if col not in data.columns: data[col] = [None] * len(data) # Pre-process the data data = self.preprocess(data) # Featurize the data log.info(f'[Predict phase 2/{{n_phases}}] - Feature generation') encoded_ds = self.featurize({{"predict_data": data}})["predict_data"] encoded_data = encoded_ds.get_encoded_data(include_target=False) log.info(f'[Predict phase 3/{{n_phases}}] - Calling ensemble') @timed def _timed_call(encoded_ds): if self.pred_args.return_embedding: embedder = Embedder(self.target, mixers=list(), data=encoded_ds) df = embedder(encoded_ds, args=self.pred_args) else: df = self.ensemble(encoded_ds, args=self.pred_args) return df df = _timed_call(encoded_ds) if not(any( [self.pred_args.all_mixers, self.pred_args.return_embedding, self.problem_definition.embedding_only] )): log.info(f'[Predict phase 4/{{n_phases}}] - Analyzing output') df, global_insights = {call(json_ai.explainer)} self.global_insights = {{**self.global_insights, **global_insights}} self.feature_cache = dict() # empty feature cache to avoid large predictor objects return df """ predict_body = align(predict_body, 2) # ----------------- # # Test Body # ----------------- # test_body = """ preds = self.predict(data, args) preds = preds.rename(columns={'prediction': self.target}) filtered = [] # filter metrics if not supported for metric in metrics: # metric should be one of: an actual function, registered in the model class, or supported by the evaluator if not (callable(metric) or metric in self.accuracy_functions or metric in mdb_eval_accuracy_metrics): if strict: raise Exception(f'Invalid metric: {metric}') else: log.warning(f'Invalid metric: {metric}. Skipping...') else: filtered.append(metric) metrics = filtered try: labels = self.model_analysis.histograms[self.target]['x'] except: if strict: raise Exception('Label histogram not found') else: label_map = None # some accuracy functions will crash without this, be mindful scores = evaluate_accuracies( data, preds[self.target], self.target, metrics, ts_analysis=self.ts_analysis, labels=labels ) # TODO: remove once mdb_eval returns an actual list scores = {k: [v] for k, v in scores.items() if not isinstance(v, list)} return pd.DataFrame.from_records(scores) # TODO: add logic to disaggregate per-mixer """ test_body = align(test_body, 2) predictor_code = f""" {IMPORTS} {IMPORT_EXTERNAL_DIRS} class Predictor(PredictorInterface): target: str mixers: List[BaseMixer] encoders: Dict[str, BaseEncoder] ensemble: BaseEnsemble mode: str def __init__(self): seed({json_ai.problem_definition.seed_nr}) self.target = '{json_ai.problem_definition.target}' self.mode = 'inactive' self.problem_definition = ProblemDefinition.from_dict({json_ai.problem_definition.to_dict()}) self.accuracy_functions = {json_ai.accuracy_functions} self.identifiers = {json_ai.identifiers} self.dtype_dict = {inline_dict(dtype_dict)} self.lightwood_version = '{lightwood_version}' self.pred_args = PredictionArguments() # Any feature-column dependencies self.dependencies = {inline_dict(json_ai.dependency_dict)} self.input_cols = [{input_cols}] # Initial stats analysis self.statistical_analysis = None self.ts_analysis = None self.runtime_log = dict() self.global_insights = dict() # Feature cache self.feature_cache = dict() @timed_predictor def analyze_data(self, data: pd.DataFrame) -> None: # Perform a statistical analysis on the unprocessed data {analyze_data_body} @timed_predictor def preprocess(self, data: pd.DataFrame) -> pd.DataFrame: # Preprocess and clean data {clean_body} @timed_predictor def split(self, data: pd.DataFrame) -> Dict[str, pd.DataFrame]: # Split the data into training/testing splits {split_body} @timed_predictor def prepare(self, data: Dict[str, pd.DataFrame]) -> None: # Prepare encoders to featurize data {prepare_body} @timed_predictor def featurize(self, split_data: Dict[str, pd.DataFrame]): # Featurize data into numerical representations for models {feature_body} @timed_predictor def fit(self, enc_data: Dict[str, pd.DataFrame]) -> None: # Fit predictors to estimate target {fit_body} @timed_predictor def fit_mixer(self, mixer, encoded_train_data, encoded_dev_data) -> None: mixer.fit(encoded_train_data, encoded_dev_data) @timed_predictor def analyze_ensemble(self, enc_data: Dict[str, pd.DataFrame]) -> None: # Evaluate quality of fit for the ensemble of mixers {analyze_ensemble} @timed_predictor def learn(self, data: pd.DataFrame) -> None: if self.problem_definition.ignore_features: log.info(f'Dropping features: {{self.problem_definition.ignore_features}}') data = data.drop(columns=self.problem_definition.ignore_features, errors='ignore') {learn_body} @timed_predictor def adjust(self, train_data: Union[EncodedDs, ConcatedEncodedDs, pd.DataFrame], dev_data: Optional[Union[EncodedDs, ConcatedEncodedDs, pd.DataFrame]] = None, adjust_args: Optional[dict] = None) -> None: # Update mixers with new information {adjust_body} @timed_predictor def predict(self, data: pd.DataFrame, args: Dict = {{}}) -> pd.DataFrame: {predict_body} def test( self, data: pd.DataFrame, metrics: list, args: Dict[str, object] = {{}}, strict: bool = False ) -> pd.DataFrame: {test_body} """ try: import black except Exception: black = None if black is not None: try: formatted_predictor_code = black.format_str(predictor_code, mode=black.FileMode()) if type(_predictor_from_code(formatted_predictor_code)).__name__ == 'Predictor': predictor_code = formatted_predictor_code else: log.info('Black formatter output is invalid, predictor code might be a bit ugly') except Exception: log.info('Black formatter failed to run, predictor code might be a bit ugly') else: log.info('Unable to import black formatter, predictor code might be a bit ugly.') return predictor_code def _module_from_code(code: str, module_name: str) -> ModuleType: """ Create a python module (containing the generated ``Predictor`` class) from the code. This is both a python object and an associated temporary file on your filesystem :param code: The ``Predictor``'s code in text form :param module_name: The name of the newly created module :returns: A python module object """ # noqa dirname = tempfile.gettempdir() filename = os.urandom(24).hex() + str(time.time()).replace('.', '') + '.py' path = os.path.join(dirname, filename) if 'LIGHTWOOD_DEV_SAVE_TO' in os.environ: path = os.environ['LIGHTWOOD_DEV_SAVE_TO'] with open(path, 'wb') as fp: fp.write(code.encode('utf-8')) spec = importlib.util.spec_from_file_location(module_name, fp.name) temp_module = importlib.util.module_from_spec(spec) sys.modules[module_name] = temp_module spec.loader.exec_module(temp_module) return temp_module def _predictor_from_code(code: str): """ :param code: The ``Predictor``'s code in text form :returns: A lightwood ``Predictor`` object """ module_name = ''.join(random.choices(string.ascii_uppercase + string.digits, k=12)) module_name += str(time.time()).replace('.', '') predictor = _module_from_code(code, module_name).Predictor() return predictor ================================================ FILE: lightwood/helpers/constants.py ================================================ """ Reserved constants for Lightwood. """ _UNCOMMON_WORD = '__mdb_unknown_cat' _UNCOMMON_TOKEN = 0 # For custom modules, we create a module loader with necessary imports below IMPORT_EXTERNAL_DIRS = """ for import_dir in [os.path.join(os.path.expanduser('~/lightwood_modules'), lightwood_version.replace('.', '_')), os.path.join('/etc/lightwood_modules', lightwood_version.replace('.', '_'))]: if os.path.exists(import_dir) and os.access(import_dir, os.R_OK): for file_name in list(os.walk(import_dir))[0][2]: if file_name[-3:] != '.py': continue mod_name = file_name[:-3] loader = importlib.machinery.SourceFileLoader(mod_name, os.path.join(import_dir, file_name)) module = ModuleType(loader.name) loader.exec_module(module) sys.modules[mod_name] = module exec(f'import {mod_name}') """ # noqa IMPORTS = """ import lightwood from lightwood import __version__ as lightwood_version from lightwood.analysis import * from lightwood.api import * from lightwood.data import * from lightwood.encoder import * from lightwood.ensemble import * from lightwood.helpers.device import * from lightwood.helpers.general import * from lightwood.helpers.ts import * from lightwood.helpers.log import * from lightwood.helpers.numeric import * from lightwood.helpers.parallelism import * from lightwood.helpers.seed import * from lightwood.helpers.text import * from lightwood.helpers.torch import * from lightwood.mixer import * from dataprep_ml.insights import statistical_analysis from dataprep_ml.cleaners import cleaner from dataprep_ml.splitters import splitter from dataprep_ml.imputers import * from mindsdb_evaluator import evaluate_accuracies from mindsdb_evaluator.accuracy import __all__ as mdb_eval_accuracy_metrics import pandas as pd from typing import Dict, List, Union, Optional import os from types import ModuleType import importlib.machinery import sys import time """ ================================================ FILE: lightwood/helpers/device.py ================================================ import torch import os from random import randint from torch.cuda import device_count, get_device_capability def is_cuda_compatible(): """ Check if the system has CUDA-compatible devices with the required architecture and compiled CUDA version. This function checks the compatibility of CUDA devices available on the system by comparing their architectures and the compiled CUDA version. It iterates through the available devices and verifies if their architectures meet the minimum requirement specified by the function, and also checks if the compiled CUDA version is greater than a specific version. Returns: bool: True if there are compatible CUDA devices, otherwise False. Example: >>> is_compatible = is_cuda_compatible() >>> print(is_compatible) True """ compatible_device_count = 0 if torch.version.cuda is not None: for d in range(device_count()): capability = get_device_capability(d) major = capability[0] minor = capability[1] current_arch = major * 10 + minor min_arch = min((int(arch.split("_")[1]) for arch in torch.cuda.get_arch_list()), default=35) if (not current_arch < min_arch and not torch._C._cuda_getCompiledVersion() <= 9000): compatible_device_count += 1 if compatible_device_count > 0: return True return False def get_devices(): """ Get the appropriate Torch device(s) based on CUDA availability and compatibility. This function determines the appropriate Torch device(s) to be used for computations based on the availability of CUDA and compatible devices. It checks if CUDA is available and if the available CUDA devices are compatible according to the 'is_cuda_compatible()' function. If compatible devices are found, the function selects either the first available CUDA device or a randomly selected one based on the 'RANDOM_GPU' environment variable. If CUDA is not available or no compatible devices are found, the function returns the CPU device. Returns: Tuple: A tuple containing the selected Torch device and the number of available devices. Example: >>> device, num_devices = get_devices() >>> print(device) cuda:0 >>> print(num_devices) 1 """ if torch.cuda.is_available() and is_cuda_compatible(): device_str = "cuda" available_devices = torch.cuda.device_count() if available_devices > 1: if os.environ.get('RANDOM_GPU', False) in ['1', 'true', 'True', True, 1]: device_str = 'cuda:' + str(randint(0, available_devices - 1)) available_devices = 1 else: device_str = "cpu" available_devices = 0 return torch.device(device_str), available_devices def get_device_from_name(device_name=''): """ Get a Torch device based on the specified device name or default behavior. This function returns a Torch device based on the specified device name or the default behavior, which is to return the output of the 'get_devices()' function. Args: device_name (str, optional): Name of the device to use. Default is an empty string. Returns: torch.device: The selected Torch device. Example: >>> device = get_device_from_name('cuda:1') >>> print(device) cuda:1 """ # noqa E501 if(device_name != ''): device = torch.device(device_name) else: device, _ = get_devices() return device ================================================ FILE: lightwood/helpers/general.py ================================================ from typing import Iterable import numpy as np from type_infer.helpers import is_nan_numeric def is_none(value): """ Pandas has no way to guarantee "stability" for the type of a column, it choses to arbitrarily change it based on the values. Pandas also change the values in the columns based on the types. Lightwood relies on having ``None`` values for a cells that represent "missing" or "corrupt". When we assign ``None`` to a cell in a dataframe this might get turned to `nan` or other values, this function checks if a cell is ``None`` or any other values a pd.DataFrame might convert ``None`` to. It also checks some extra values (like ``''``) that pandas never converts ``None`` to (hopefully). But lightwood would still consider those values "None values", and this will allow for more generic use later. """ # noqa # TODO: consider removing this helper entirely, arguably should move into dataprep_ml # start dispatch with types that are expensive to e.g. cast into strings if type(value) in (np.ndarray,) and value.size == 0: return True if type(value) != str and isinstance(value, Iterable) and len(value) == 0: return True elif type(value) != str and isinstance(value, Iterable): return False if value is None: return True if is_nan_numeric(value): return True if str(value) == '': return True if str(value) in ('None', 'nan', 'NaN', 'np.nan', 'NAN', 'NONE'): return True return False ================================================ FILE: lightwood/helpers/io.py ================================================ import requests from lightwood.helpers.log import log import os def read_from_path_or_url(path: str, load_from_path): if path.startswith('http'): response = requests.get(path) with open(path.split('/')[-1], 'wb') as f: f.write(response.content) try: return load_from_path(path.split('/')[-1]) except Exception as e: log.error(e) finally: os.remove(path.split('/')[-1]) else: # Will automatically resample to 22.05kHz and convert to mono return load_from_path(path) ================================================ FILE: lightwood/helpers/log.py ================================================ import os import logging import colorlog from time import time from datetime import datetime from functools import wraps def initialize_log(): pid = os.getpid() handler = colorlog.StreamHandler() handler.setFormatter(colorlog.ColoredFormatter()) logging.basicConfig(handlers=[handler]) log = logging.getLogger(f'lightwood-{pid}') log_level = os.environ.get('LIGHTWOOD_LOG', 'DEBUG') log.setLevel(log_level) return log def timed_predictor(f): """ Intended to be called from within lightwood predictor methods. We use `wraps` to pass metadata into debuggers (as in stackoverflow.com/a/27737385) """ @wraps(f) def wrap(predictor, *args, **kw): ts = time() result = f(predictor, *args, **kw) te = time() log.debug(f' `{f.__name__}` runtime: {round(te - ts, 2)} seconds') if hasattr(predictor, 'runtime_log'): predictor.runtime_log[(f.__name__, datetime.fromtimestamp(ts))] = round(te - ts, 2) return result return wrap def timed(f): """ Intended to be called from within any lightwood method to log the runtime. """ @wraps(f) def wrap(*args, **kw): ts = time() result = f(*args, **kw) te = time() log.debug(f' `{f.__name__}` runtime: {round(te - ts, 2)} seconds') return result return wrap log = initialize_log() ================================================ FILE: lightwood/helpers/numeric.py ================================================ from typing import Iterable from type_infer.helpers import is_nan_numeric def filter_nan_and_none(series: Iterable) -> list: return [x for x in series if not is_nan_numeric(x) and x is not None] ================================================ FILE: lightwood/helpers/parallelism.py ================================================ import os from typing import Dict import psutil import multiprocessing as mp from lightwood.helpers.log import log MAX_SEQ_ENCODERS = 20 MAX_SEQ_LEN = 100_000 def get_nr_procs(df=None): if 'LIGHTWOOD_N_WORKERS' in os.environ: try: n = int(os.environ['LIGHTWOOD_N_WORKERS']) except ValueError: n = 1 return n elif os.name == 'nt': return 1 else: available_mem = psutil.virtual_memory().available max_per_proc_usage = 2 * pow(10, 8) if df is not None: max_per_proc_usage += df.memory_usage(index=True, deep=True).sum() proc_count = min(mp.cpu_count(), available_mem // max_per_proc_usage) - 1 return max(proc_count, 1) def run_mut_method(obj: object, arg: object, method: str, identifier: str) -> str: try: obj.__getattribute__(method)(arg) return obj, identifier except Exception as e: log.error(f'Exception {e} when running with identifier {identifier}') raise e def mut_method_call(object_dict: Dict[str, tuple]) -> Dict[str, object]: manager = mp.Manager() return_dict = manager.dict() nr_procs = get_nr_procs() pool = mp.Pool(processes=nr_procs) promise_arr = [] for name, data in object_dict.items(): promise = pool.apply_async(func=run_mut_method, args=(data[0], data[1], data[2], name)) promise_arr.append(promise) for promise in promise_arr: obj, identifier = promise.get() return_dict[identifier] = obj log.info(f'Done running for: {identifier}') pool.close() pool.join() return dict(return_dict) def parallel_encoding_check(df, encoders): """ Given a dataframe and some encoders, this rule-based method determines whether to train these encoders in parallel. This has runtime implications, as instancing a new Lightwood process has noticeable overhead. """ # noqa trainable_encoders = [enc for col, enc in encoders.items() if enc.is_trainable_encoder] if len(trainable_encoders) > MAX_SEQ_ENCODERS: return True if len(df) > MAX_SEQ_LEN: return True return False ================================================ FILE: lightwood/helpers/seed.py ================================================ import random import torch import numpy as np def seed(seed_nr: int) -> None: torch.manual_seed(seed_nr) torch.backends.cudnn.deterministic = True torch.backends.cudnn.benchmark = False np.random.seed(seed_nr) random.seed(seed_nr) ================================================ FILE: lightwood/helpers/templating.py ================================================ import json from typing import Callable from collections import deque import inspect import numpy as np from type_infer.dtype import dtype def is_allowed(v): if isinstance(v, dict): # this required for compatability with nuimpy v1 and v2: # v1: str({np.float64(1.5): np.float64(1.5)}) = {1.5: 1.5} # v2: str({np.float64(1.5): np.float64(1.5)}) = {np.float64(1.5): np.float64(1.5)} # v2: json.dumps({np.float64(1.5): np.float64(1.5)}) = {"1.5": 1.5} try: s = json.dumps(v) except Exception: s = str(v) else: s = str(v) if '(' in s: return False if 'lambda' in s: return False if '__' in s: return False return True def call(entity: dict) -> str: # Special behavior for ensemble if 'submodels' in entity['args']: del entity['args']['submodels'] for k, v in entity['args'].items(): if not str(v).startswith('$'): if not is_allowed(v): raise Exception(f'Invalid value: {v} for arg {k}') args = [f'{k}={v}' for k, v in entity['args'].items() if not str(v).startswith('$')] for k, v in entity['args'].items(): if str(v).startswith('$'): v = str(v).replace('$', 'self.') args.append(f'{k}={v}') args = ','.join(args) return f"""{entity['module']}({args})""" def inline_dict(obj: dict) -> str: arr = [] for k, v in obj.items(): if str(v) in list(dtype.__dict__.keys()): v = f"'{v}'" k = k.replace("'", "\\'").replace('"', '\\"') arr.append(f"""'{k}': {v}""") dict_code = '{\n' + ',\n'.join(arr) + '\n}' return dict_code def align(code: str, indent: int) -> str: add_space = '' for _ in range(indent): add_space += ' ' code_arr = code.split('\n') code = f'\n{add_space}'.join(code_arr) return code def _consolidate_analysis_blocks(jsonai, key): """ Receives a list of analysis blocks (where applicable, already filed with `hidden` args) and modifies it so that: 1. All dependencies are correct. 2. Execution order is such that all dependencies are met. - For this we use a topological sort over the DAG. """ analysis_defaults = { # non-optional plus dependencies # TODO: move to config file 'ICP': { "deps": [], }, 'AccStats': { "deps": ['ICP'] }, 'ConfStats': { "deps": ['ICP'] }, 'PermutationFeatureImportance': { "deps": ['AccStats'] }, 'ShapleyValues': { "deps": [] }, 'TempScaler': { "deps": [] } } # 1. all dependencies are correct blocks = getattr(jsonai, key) block_objs = {b['module']: b for b in blocks} for i, block in enumerate(blocks): if 'args' not in block: blocks[i]['args'] = analysis_defaults.get(block['module'], {"deps": []}) elif 'deps' not in block['args']: blocks[i]['args']['deps'] = [] for dep in block['args']['deps']: if dep not in block_objs.keys(): raise Exception(f'Analysis block "{dep}" not found but necessary for block "{block["module"]}". Please add it and try again.') # noqa # 2. correct execution order -- build a DAG out of analysis blocks block_objs = {b['module']: b for b in blocks} block_ids = {k: i for i, k in enumerate(block_objs.keys())} idx2block = {i: k for i, k in enumerate(block_objs.keys())} adj_M = np.zeros((len(block_ids), len(block_ids))) for k, b in block_objs.items(): for dep in b['args']['deps']: adj_M[block_ids[dep]][block_ids[k]] = 1 # get initial nodes without dependencies frontier = deque(np.where(adj_M.sum(axis=0) == 0)[0].tolist()) sorted_dag = [] while frontier: elt = frontier.pop() sorted_dag.append(elt) dependants = np.where(adj_M[elt, :])[0] for dep in dependants: adj_M[elt, dep] = 0 if not adj_M.sum(axis=0)[dep]: frontier.append(dep) if adj_M.sum() != 0: raise Exception("Cycle detected in analysis blocks dependencies, please review and try again!") sorted_blocks = [] for idx in sorted_dag: sorted_blocks.append(block_objs[idx2block[idx]]) return sorted_blocks def _add_cls_kwarg(cls: Callable, kwargs: dict, key: str, value): """ Adds arguments to the `kwargs` dictionary if the key-value pair is valid for the `cls` class signature. """ if key in [p.name for p in inspect.signature(cls).parameters.values()]: kwargs[key] = value return kwargs ================================================ FILE: lightwood/helpers/text.py ================================================ """ ******************************************************* * Copyright (C) 2017 MindsDB Inc. * * This file is part of MindsDB Server. * * MindsDB Server can not be copied and/or distributed without the express * permission of MindsDB Inc ******************************************************* """ import os import nltk from contextlib import redirect_stdout from lightwood.helpers.log import log try: with redirect_stdout(open(os.devnull, "w")): nltk.data.find('tokenizers/punkt') except LookupError: try: nltk.download('punkt', quiet=True) except Exception: log.error("NLTK was unable to download the 'punkt' package. Please check your connection and try again!") try: with redirect_stdout(open(os.devnull, "w")): from nltk.corpus import stopwords stopwords.words('english') except LookupError: try: nltk.download('stopwords', quiet=True) except Exception: log.error("NLTK was unable to download the 'stopwords' package. Please check your connection and try again!") ================================================ FILE: lightwood/helpers/torch.py ================================================ import functools import torch from torch.nn.functional import pad from lightwood.helpers.device import get_devices def concat_vectors_and_pad(vec_list, max_): """ Concatenates a list of input vectors and pads them to match a specified maximum length. This function takes a list of input vectors, concatenates them along a specified dimension (dim=0), and then pads the concatenated vector to achieve a specified maximum length. The padding is done with zeros. Args: vec_list (list of torch.Tensor): List of input vectors to concatenate and pad. max_ (int): The maximum length of the concatenated and padded vector. Returns: torch.Tensor: The concatenated and padded vector. Raises: AssertionError: If the length of 'vec_list' is not greater than 0, or if it exceeds 'max_len', or if 'max_len' is not greater than 0. Example: >>> input_tensors = [torch.tensor([1, 2]), torch.tensor([3, 4, 5])] >>> max_length = 5 >>> concatenated_padded = concat_vectors_and_pad(input_tensors, max_length) >>> print(concatenated_padded) tensor([1, 2, 3, 4, 5]) """ assert len(vec_list) > 0 assert len(vec_list) <= max_ assert max_ > 0 cat_vec = torch.cat(list(vec_list), dim=0) pad_size = max_ - len(vec_list) padding = (0, pad_size * vec_list[0].size(0)) padded = pad(cat_vec[None], padding, 'constant', 0)[0] return padded def average_vectors(vec_list): assert len(vec_list) > 0 return torch.cat([emb[None] for emb in vec_list], dim=0).mean(0) class LightwoodAutocast: """ Equivalent to torch.cuda.amp.autocast, but checks device compute capability to activate the feature only when the GPU has tensor cores to leverage AMP. **Attributes:** * `active` (bool): Whether AMP is currently active. This attribute is at the class level **Usage:** ```python >>> import lightwood.helpers.torch as lt >>> with lt.LightwoodAutocast(): ... # This code will be executed in AMP mode. ... pass """ active = False def __init__(self, enabled=True): """ Initializes the context manager for Automatic Mixed Precision (AMP) functionality. Args: enabled (bool, optional): Whether to enable AMP. Defaults to True. """ self.major = 0 # GPU major version torch_version = [int(i) for i in torch.__version__.split('.')[:-1]] if not enabled or not torch.cuda.is_available() or torch_version[0] < 1 or torch_version[1] < 6: self._enabled = False else: device, _ = get_devices() if device.type == 'cuda': # tensor cores only exist from 7 onwards # if this is not the case, then AMP is unnecessary overhead self.major, _ = torch.cuda.get_device_capability(device) self._enabled = enabled if self.major > 6 else False else: self._enabled = False # gpu is available but cpu is forced self.prev = self._enabled # necessary reference to exit LightwoodAutocast.active = self._enabled def __enter__(self): """ * `__enter__()`: Enters the context manager and enables AMP if it is not already enabled. """ if self._enabled: self.prev = torch.is_autocast_enabled() torch.set_autocast_enabled(self._enabled) torch.autocast_increment_nesting() def __exit__(self, *args): """ * `__exit__()`: Exits the context manager and disables AMP. """ if self._enabled: # Drop the cache when we exit to a nesting level that's outside any instance of autocast if torch.autocast_decrement_nesting() == 0: torch.clear_autocast_cache() torch.set_autocast_enabled(self.prev) return False def __call__(self, func): """ * `__call__(self, func)`: Returns a decorated function that enables AMP when it is called. """ @functools.wraps(func) def decorate_autocast(*args, **kwargs): with self: return func(*args, **kwargs) return decorate_autocast ================================================ FILE: lightwood/helpers/ts.py ================================================ from typing import Tuple, Dict from datetime import datetime import numpy as np import pandas as pd def get_ts_groups(df: pd.DataFrame, tss) -> list: group_combinations = ['__default'] if tss.group_by: groups = [tuple([g]) if not isinstance(g, tuple) else g for g in list(df.groupby(by=tss.group_by).groups.keys())] group_combinations.extend(groups) return group_combinations def get_delta(df: pd.DataFrame, tss) -> Tuple[Dict, Dict, Dict]: """ Infer the sampling interval of each time series, by picking the most popular time interval observed in the training data. :param df: Dataframe with time series data. :param tss: timeseries settings :return: Dictionary with group combination tuples as keys. Values are dictionaries with the inferred delta for each series. """ # noqa df = df.copy() # TODO: necessary? original_col = f'__mdb_original_{tss.order_by}' order_col = original_col if original_col in df.columns else tss.order_by deltas = {"__default": df[order_col].astype(float).diff().value_counts().index[0]} freq, period = detect_freq_period(deltas["__default"], tss, len(df)) periods = {"__default": [period]} freqs = {"__default": freq} if tss.group_by: grouped = df.groupby(by=tss.group_by) for group, subset in grouped: if subset.shape[0] > 1: deltas[group] = subset[order_col].diff().value_counts().index[0] freq, period = detect_freq_period(deltas[group], tss, len(subset)) freqs[group] = freq periods[group] = [period] if period is not None else [1] else: deltas[group] = 1.0 periods[group] = [1] freqs[group] = 'S' return deltas, periods, freqs def get_inferred_timestamps(df: pd.DataFrame, col: str, deltas: dict, tss, stat_analysis, time_format='') -> pd.DataFrame: horizon = tss.horizon last = np.vstack(df[f'order_{col}'].dropna().values)[:, -1] if tss.group_by: gby = [f'group_{g}' for g in tss.group_by] series_delta = df[gby].apply(lambda x: deltas.get(tuple(x.values.tolist()), deltas['__default']), axis=1).values series_delta = series_delta.reshape(-1, 1) else: series_delta = np.full_like(df.values[:, 0:1], deltas['__default']) last = np.repeat(np.expand_dims(last, axis=1), horizon, axis=1) lins = np.linspace(0, horizon - 1, num=horizon) series_delta = np.repeat(series_delta, horizon, axis=1) timestamps = last + series_delta * lins if time_format: if time_format.lower() == 'infer': tformat = stat_analysis.ts_stats['order_format'] else: tformat = time_format if tformat: def _strfts(elt): return datetime.utcfromtimestamp(elt).strftime(tformat) timestamps = np.vectorize(_strfts)(timestamps) # truncate to horizon timestamps = timestamps[:, :horizon] # preserves original input format if horizon == 1 if tss.horizon == 1: timestamps = timestamps.squeeze() df[f'order_{col}'] = timestamps.tolist() return df[f'order_{col}'] def add_tn_num_conf_bounds(data: pd.DataFrame, tss_args): """ Deprecated. Instead we now opt for the much better solution of having scores for each timestep (see all TS classes in analysis/nc) Add confidence (and bounds if applicable) to t+n predictions, for n>1 TODO: active research question: how to guarantee 1-e coverage for t+n, n>1 For now, (conservatively) increases width by the confidence times the log of the time step (and a scaling factor). """ # noqa for col in ['confidence', 'lower', 'upper']: data[col] = data[col].astype(object) for idx, row in data.iterrows(): error_increase = [row['confidence'][0]] + \ [row['confidence'][0] * np.log(np.e + t / 2) # offset by e so that y intercept is 1 for t in range(1, tss_args.horizon)] data['confidence'].iloc[idx] = [row['confidence'][0] for _ in range(tss_args.horizon)] preds = row['prediction'] width = row['upper'][0] - row['lower'][0] data['lower'].iloc[idx] = [pred - (width / 2) * modifier for pred, modifier in zip(preds, error_increase)] data['upper'].iloc[idx] = [pred + (width / 2) * modifier for pred, modifier in zip(preds, error_increase)] return data def add_tn_cat_conf_bounds(data: pd.DataFrame, tss_args): data['confidence'] = data['confidence'].astype(object) for idx, row in data.iterrows(): data['confidence'].iloc[idx] = [row['confidence'] for _ in range(tss_args.horizon)] return data class Differencer: def __init__(self): self.original_train_series = None self.diffed_train_series = None self.first_train_value = None self.last_train_value = None def diff(self, series: np.array) -> pd.Series: series = self._flatten_series(series) s = pd.Series(series) return s.shift(-1) - s def fit(self, series: np.array) -> None: series = self._flatten_series(series) self.first_train_value = series[0] self.last_train_value = series[-1] self.original_train_series = series self.diffed_train_series = self.diff(series) def transform(self, series: np.array) -> pd.Series: series = self._flatten_series(series) return self.diff(series).shift(1).fillna(0) def inverse_transform(self, series: pd.Series, init=None) -> pd.Series: origin = init if init else self.last_train_value s = pd.Series(origin) s = s.append(series).dropna() return s.expanding().sum() @staticmethod def _flatten_series(series: np.ndarray) -> np.ndarray: if len(series.shape) > 2: raise Exception(f"Input data should be shaped (A,) or (A, 1), got {series.shape}") elif len(series.shape) == 2: series = series.flatten() return series def detect_freq_period(deltas: pd.DataFrame, tss, n_points) -> tuple: """ Helper method that, based on the most popular interval for a time series, determines its seasonal peridiocity (sp). This bit of information can be crucial for good modelling with methods like ARIMA. Supported time intervals are: * 'year' * 'semestral' * 'quarter' * 'bimonthly' * 'monthly' * 'weekly' * 'daily' * 'hourly' * 'minute' * 'second' Note: all computations assume that the first provided `order_by` column is the one that specifies the sp. :param deltas: output of `get_delta`, has the most popular interval for each time series. :param tss: timeseries settings. :return: for all time series 1) a dictionary with its sp and 2) a dictionary with the detected sampling frequency """ # noqa secs_to_interval = { 'yearly': 60 * 60 * 24 * 365, 'quarterly': 60 * 60 * 24 * 365 // 4, 'bimonthly': 60 * 60 * 24 * 31 * 2, 'monthly': 60 * 60 * 24 * 31, 'weekly': 60 * 60 * 24 * 7, 'daily': 60 * 60 * 24, 'hourly': 60 * 60, 'minute': 60, 'second': 1, 'millisecond': 0.001, 'microsecond': 1e-6, 'nanosecond': 1e-9, 'constant': 0 } freq_to_period = {interval: period for (interval, period) in tss.interval_periods} for tag, period in (('yearly', 1), ('quarterly', 4), ('bimonthly', 6), ('monthly', 12), ('weekly', 52), ('daily', 7), ('hourly', 24), ('minute', 1), ('second', 1), ('constant', 0)): if tag not in freq_to_period.keys(): if period <= n_points: freq_to_period[tag] = period else: freq_to_period[tag] = None diffs = [(tag, abs(deltas - secs)) for tag, secs in secs_to_interval.items()] freq, min_diff = sorted(diffs, key=lambda x: x[1])[0] multiplier = 1 if secs_to_interval[freq]: multiplier += int(min_diff / secs_to_interval[freq]) return freq_to_pandas(freq, multiplier=multiplier), freq_to_period.get(freq, 1) def freq_to_pandas(freq, multiplier=1): mapping = { 'constant': 'N', 'nanosecond': 'N', 'microsecond': 'us', 'millisecond': 'ms', 'second': 'S', 'minute': 'T', 'hourly': 'H', # custom logic 'daily': 'D', # custom logic 'weekly': 'W', # anchor logic 'monthly': 'M', # custom logic 'bimonthly': 'M', 'quarterly': 'Q', # anchor and custom logic 'yearly': 'Y', # anchor and custom logic } # TODO: implement custom dispatch for better precision, use row sample if available: # pandas.pydata.org/docs/user_guide/timeseries.html items = [mapping[freq]] if multiplier > 1: items.insert(0, str(multiplier)) return ''.join(items) def filter_ts(df: pd.DataFrame, tss, n_rows=1): """ This method triggers only for timeseries datasets. It returns a dataframe that filters out all but the first ``n_rows`` per group. """ # noqa if tss.is_timeseries: gby = tss.group_by if gby is None: df = df.iloc[[0]] else: ndf = pd.DataFrame(columns=df.columns) grouped = df.groupby(by=tss.group_by) for group, subdf in grouped: if group != '__default': ndf = pd.concat([ndf, subdf.iloc[:n_rows]]) df = ndf return df ================================================ FILE: lightwood/mixer/__init__.py ================================================ from lightwood.mixer.base import BaseMixer from lightwood.mixer.unit import Unit from lightwood.mixer.neural import Neural from lightwood.mixer.neural_ts import NeuralTs from lightwood.mixer.xgboost import XGBoostMixer from lightwood.mixer.xgboost_array import XGBoostArrayMixer from lightwood.mixer.random_forest import RandomForest from lightwood.mixer.sktime import SkTime from lightwood.mixer.arima import ARIMAMixer from lightwood.mixer.ets import ETSMixer from lightwood.mixer.regression import Regression try: from lightwood.mixer.qclassic import QClassic except Exception: QClassic = None try: from lightwood.mixer.nhits import NHitsMixer except Exception: NHitsMixer = None try: from lightwood.mixer.prophet import ProphetMixer except Exception: ProphetMixer = None try: from lightwood.mixer.lightgbm import LightGBM from lightwood.mixer.lightgbm_array import LightGBMArray except Exception: LightGBM = None LightGBMArray = None try: from lightwood.mixer.tabtransformer import TabTransformerMixer except Exception: TabTransformerMixer = None __all__ = ['BaseMixer', 'Neural', 'NeuralTs', 'LightGBM', 'RandomForest', 'LightGBMArray', 'Unit', 'Regression', 'SkTime', 'QClassic', 'ProphetMixer', 'ETSMixer', 'ARIMAMixer', 'NHitsMixer', 'XGBoostMixer', 'TabTransformerMixer', 'XGBoostArrayMixer'] ================================================ FILE: lightwood/mixer/arima.py ================================================ from typing import Dict, Optional from lightwood.mixer.sktime import SkTime class ARIMAMixer(SkTime): def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], horizon: int, ts_analysis: Dict, model_path: str = 'statsforecast.StatsForecastAutoARIMA', auto_size: bool = True, sp: int = None, use_stl: bool = False, start_p: int = 2, d: Optional[int] = None, start_q: int = 2, max_p: int = 5, max_d: int = 2, max_q: int = 5, start_P: int = 1, D: Optional[int] = None, start_Q: int = 1, max_P: int = 2, max_D: int = 1, max_Q: int = 2, max_order: int = 5, seasonal: bool = True, stationary: bool = False, information_criterion: Optional[str] = None, alpha: float = 0.05, test: str = 'kpss', seasonal_test: Optional[str] = None, stepwise: bool = True, n_jobs: Optional[int] = None, start_params: Optional[list] = None, trend: Optional[str] = None, method: Optional[str] = None, maxiter: int = 50, offset_test_args: Optional[dict] = None, seasonal_test_args: Optional[dict] = None, suppress_warnings: bool = True, error_action: str = 'warn', trace: bool = False, random: bool = False, random_state: Optional[int] = None, n_fits: Optional[int] = None, out_of_sample_size: int = 0, scoring: str = 'mse', scoring_args: Optional[dict] = None, with_intercept: bool = True, update_pdq: bool = True, time_varying_regression: bool = False, enforce_stationarity: bool = True, enforce_invertibility: bool = True, simple_differencing: bool = False, measurement_error: bool = False, mle_regression: bool = True, hamilton_representation: bool = False, concentrate_scale: bool = False, ): """ Wrapper for SkTime's AutoARIMA interface. :param stop_after: time budget in seconds :param target: column containing target time series :param dtype_dict: data types for each dataset column :param horizon: forecast length :param ts_analysis: lightwood-produced stats about input time series :param auto_size: whether to filter out old data points if training split is bigger than a certain threshold (defined by the dataset sampling frequency). Enabled by default to avoid long training times in big datasets. :param use_stl: Whether to use de-trenders and de-seasonalizers fitted in the timeseries analysis phase. For the rest of the parameters, please refer to SkTime's documentation. """ # noqa hyperparam_search = False model_kwargs = { 'start_p': start_p, 'd': d, 'start_q': start_q, 'max_p': max_p, 'max_d': max_d, 'max_q': max_q, 'start_P': start_P, 'D': D, 'start_Q': start_Q, 'max_P': max_P, 'max_D': max_D, 'max_Q': max_Q, 'max_order': max_order, 'seasonal': seasonal, 'stationary': stationary, 'information_criterion': information_criterion, 'alpha': alpha, 'test': test, 'seasonal_test': seasonal_test, 'stepwise': stepwise, 'n_jobs': n_jobs, 'start_params': start_params, 'trend': trend, 'method': method, 'maxiter': maxiter, 'offset_test_args': offset_test_args, 'seasonal_test_args': seasonal_test_args, 'suppress_warnings': suppress_warnings, 'error_action': error_action, 'trace': trace, 'random': random, 'random_state': random_state, 'n_fits': n_fits, 'out_of_sample_size': out_of_sample_size, 'scoring': scoring, 'scoring_args': scoring_args, 'with_intercept': with_intercept, 'update_pdq': update_pdq, 'time_varying_regression': time_varying_regression, 'enforce_stationarity': enforce_stationarity, 'enforce_invertibility': enforce_invertibility, 'simple_differencing': simple_differencing, 'measurement_error': measurement_error, 'mle_regression': mle_regression, 'hamilton_representation': hamilton_representation, 'concentrate_scale': concentrate_scale, } super().__init__(stop_after, target, dtype_dict, horizon, ts_analysis, model_path, model_kwargs, auto_size, sp, hyperparam_search, use_stl) self.name = 'AutoARIMA' self.stable = False ================================================ FILE: lightwood/mixer/base.py ================================================ from typing import Optional import pandas as pd from lightwood.data.encoded_ds import EncodedDs from lightwood.api.types import PredictionArguments class BaseMixer: """ Base class for all mixers. Mixers are the backbone of all Lightwood machine learning models. They intake encoded feature representations for every column, and are tasked with learning to fulfill the predictive requirements stated in a problem definition. There are two important methods for any mixer to work: 1. `fit()` contains all logic to train the mixer with the training data that has been encoded by all the (already trained) Lightwood encoders for any given task. 2. `__call__()` is executed to generate predictions once the mixer has been trained using `fit()`. An additional `partial_fit()` method is used to update any mixer that has already been trained. Class Attributes: - stable: If set to `True`, this mixer should always work. Any mixer with `stable=False` can be expected to fail under some circumstances. - fit_data_len: Length of the training data. - supports_proba: For classification tasks, whether the mixer supports yielding per-class scores rather than only returning the predicted label. - trains_once: If True, the mixer is trained once during learn, using all available input data (`train` and `dev` splits for training, `test` for validation). Otherwise, it trains once with the `train`` split & `dev` for validation, and optionally (depending on the problem definition `fit_on_all` and mixer-wise `fit_on_dev` arguments) a second time after post-training analysis via partial_fit, with `train` and `dev` splits as training subset, and `test` split as validation. Should only be set to True for mixers that don't require post-training analysis, as otherwise actual validation data would be treated as a held-out portion, which is a mistake. """ # noqa stable: bool fit_data_len: int # @TODO (Patricio): should this really be in `BaseMixer`? supports_proba: bool trains_once: bool def __init__(self, stop_after: float): """ :param stop_after: Time budget (in seconds) to train this mixer. """ self.stop_after = stop_after self.supports_proba = False self.trains_once = False def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Fits/trains a mixer with training data. :param train_data: encoded representations of the training data subset. :param dev_data: encoded representations of the "dev" data subset. This can be used as an internal validation subset (e.g. it is used for early stopping in the default `Neural` mixer). """ # noqa raise NotImplementedError() def __call__(self, ds: EncodedDs, args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Calls a trained mixer to predict the target column given some input data. :param ds: encoded representations of input data. :param args: a `lightwood.api.types.PredictionArguments` object, including all relevant inference-time arguments to customize the behavior. :return: """ # noqa raise NotImplementedError() def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, adjust_args: Optional[dict] = None) -> None: """ Partially fits/trains a mixer with new training data. This is a somewhat experimental method, and it aims at updating pre-existing Lightwood predictors. :param train_data: encoded representations of the new training data subset. :param dev_data: encoded representations of new the "dev" data subset. As in `fit()`, this can be used as an internal validation subset. :param adjust_args: optional arguments to customize the finetuning process. """ # noqa pass ================================================ FILE: lightwood/mixer/ets.py ================================================ from typing import Dict, Optional from lightwood.mixer.sktime import SkTime class ETSMixer(SkTime): def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], horizon: int, ts_analysis: Dict, model_path: str = 'ets.AutoETS', auto_size: bool = True, sp: int = None, use_stl: bool = True, error: str = 'add', trend: Optional[str] = None, damped_trend: bool = False, seasonal: Optional[str] = None, initialization_method: str = 'estimated', initial_level: Optional[float] = None, initial_trend: Optional[float] = None, initial_seasonal: Optional[list] = None, bounds: Optional[dict] = None, start_params: Optional[list] = None, maxiter: int = 1000, auto: bool = False, information_criterion: str = 'aic', allow_multiplicative_trend: bool = False, restrict: bool = True, additive_only: bool = False, ignore_inf_ic: bool = True, n_jobs: Optional[int] = None, random_state: Optional[int] = None ): """ Wrapper for SkTime's AutoETS interface. :param stop_after: time budget in seconds :param target: column containing target time series :param dtype_dict: data types for each dataset column :param horizon: forecast length :param ts_analysis: lightwood-produced stats about input time series :param auto_size: whether to filter out old data points if training split is bigger than a certain threshold (defined by the dataset sampling frequency). Enabled by default to avoid long training times in big datasets. :param use_stl: Whether to use de-trenders and de-seasonalizers fitted in the timeseries analysis phase. For the rest of the parameters, please refer to SkTime's documentation. """ # noqa hyperparam_search = False model_kwargs = { 'error': error, 'trend': trend, 'damped_trend': damped_trend, 'seasonal': seasonal, 'initialization_method': initialization_method, 'initial_level': initial_level, 'initial_trend': initial_trend, 'initial_seasonal': initial_seasonal, 'bounds': bounds, 'start_params': start_params, 'maxiter': maxiter, 'auto': auto, 'information_criterion': information_criterion, 'allow_multiplicative_trend': allow_multiplicative_trend, 'restrict': restrict, 'additive_only': additive_only, 'ignore_inf_ic': ignore_inf_ic, 'n_jobs': n_jobs, 'random_state': random_state } super().__init__(stop_after, target, dtype_dict, horizon, ts_analysis, model_path, model_kwargs, auto_size, sp, hyperparam_search, use_stl) self.name = 'AutoETS' self.stable = False ================================================ FILE: lightwood/mixer/helpers/__init__.py ================================================ ================================================ FILE: lightwood/mixer/helpers/ar_net.py ================================================ import torch from torch import nn from lightwood.mixer.helpers.default_net import DefaultNet from lightwood.helpers.torch import LightwoodAutocast class ArNet(DefaultNet): """ DefaultNet variant that adds a secondary stream (simple linear layer) with constrained weights to learn autoregressive coefficients for numerical time series targets. """ def __init__(self, encoder_span: dict, # contains index span for each encoder target_name: str, input_size: int = None, output_size: int = None, shape: list = None, max_params: int = 3e7, num_hidden: int = 1, dropout: float = 0) -> None: self.ar_net = None super().__init__(input_size=input_size, output_size=output_size, shape=shape, max_params=max_params, num_hidden=num_hidden, dropout=dropout ) self.target = target_name self.encoder_span = encoder_span self.ar_column = f'__mdb_ts_previous_{self.target}' self.ar_idxs = list(*[range(idx[0], idx[1]) for col, idx in encoder_span.items() if col == self.ar_column]) dims = [(len(self.ar_idxs), output_size)] linears = [nn.Linear(in_features=inf, out_features=outf) for inf, outf in dims] self.ar_net = nn.Sequential(*linears) self.ar_net.to(self.device) def to(self, device=None, available_devices=None): if self.ar_net: self.ar_net.to(device) return super().to(device) def forward(self, input): with LightwoodAutocast(): if len(input.shape) == 1: input = input.unsqueeze(0) residual_output = self.net(input) ar_output = self.ar_net(input[:, self.ar_idxs]) if self.ar_net.training: self.ar_net._modules['0'].weight = nn.Parameter(torch.clamp(self.ar_net._modules['0'].weight, 0.0, 0.999)) # force unit root return ar_output + residual_output ================================================ FILE: lightwood/mixer/helpers/default_net.py ================================================ import math import torch from lightwood.helpers.torch import LightwoodAutocast from lightwood.helpers.device import get_device_from_name from lightwood.helpers.log import log import numpy as np class DefaultNet(torch.nn.Module): """ Default neural network module used in `Neural` mixer to learn the predictive task based on encoded feature representations. Small architecture with either a one or two linear layers. Hidden size might be constrained to have at most `max_params` in the network, trading off accuracy for speed. """ # noqa def __init__(self, input_size: int = None, output_size: int = None, shape: list = None, max_params: int = int(3e7), num_hidden: int = 1, dropout: float = 0, device: str = '') -> None: super(DefaultNet, self).__init__() if input_size is not None and output_size is not None: self.input_size = input_size self.output_size = output_size hidden_size = max([self.input_size * 2, self.output_size * 2, 400]) shape = [self.input_size] + [hidden_size] * num_hidden + [self.output_size] # If the network is too big, shrink it if np.sum([shape[i] * shape[i + 1] for i in range(len(shape) - 1)]) > max_params: log.warning('Shrinking network!') hidden_size = math.floor(max_params / (self.input_size * self.output_size)) if hidden_size > self.output_size: shape = [self.input_size, hidden_size, self.output_size] else: shape = [self.input_size, self.output_size] if shape is not None: layers = [] for ind in range(len(shape) - 1): layers.append(torch.nn.Linear(shape[ind], shape[ind + 1])) if ind < len(shape) - 2: layers.append(torch.nn.SELU()) if dropout > 0.001: layers.append(torch.nn.Dropout(p=dropout)) else: raise Exception('You must specify other a shape or an input and output size when creating a DefaultNet!') self.net = torch.nn.Sequential(*layers) self.to(get_device_from_name(device)) def to(self, device: torch.device) -> torch.nn.Module: if 'cuda' not in str(torch.device) == 0: log.warning( 'Creating neural network on CPU, it will be significantly slower than using a GPU, consider using a GPU instead') # noqa self.net = self.net.to(device) self.device = device return self def forward(self, input): try: with LightwoodAutocast(): output = self.net(input) except Exception: output = self.net(input) return output ================================================ FILE: lightwood/mixer/helpers/qclassic_net.py ================================================ import torch import qiskit import numpy as np from lightwood.mixer.helpers.default_net import DefaultNet from lightwood.helpers.torch import LightwoodAutocast class QuantumCircuit: """ This class provides a simple interface for interaction with the quantum circuit """ def __init__(self, n_qubits, backend, shots): # --- Circuit definition --- self._circuit = qiskit.QuantumCircuit(n_qubits) all_qubits = [i for i in range(n_qubits)] self.theta = qiskit.circuit.Parameter('theta') self._circuit.h(all_qubits) self._circuit.barrier() self._circuit.ry(self.theta, all_qubits) self._circuit.measure_all() # --------------------------- self.backend = backend self.shots = shots def run(self, thetas): job = self.backend.run([self._circuit.bind_parameters({self.theta: t}) for t in thetas], shots=self.shots) results = job.result().get_counts() final = [] for result in results: counts = np.array(list(result.values())) states = np.array(list(result.keys())).astype(float) # Compute probabilities for each state probabilities = counts / self.shots # Get state expectation expectation = np.sum(states * probabilities) final.append(expectation) return np.array(final) class HybridSingleFunction(torch.autograd.Function): """ Hybrid quantum - classical function definition """ @staticmethod def forward(ctx, input, quantum_circuit, shift): """ Forward pass computation """ ctx.shift = shift ctx.quantum_circuit = quantum_circuit expectation_z = ctx.quantum_circuit.run(input.tolist()) result = torch.tensor(expectation_z) ctx.save_for_backward(input, result) return result @staticmethod def backward(ctx, grad_output): """ Backward pass computation """ input, expectation_z = ctx.saved_tensors input_list = np.array(input.tolist()) shift_right = input_list + np.ones(input_list.shape) * ctx.shift shift_left = input_list - np.ones(input_list.shape) * ctx.shift expectation_left = ctx.quantum_circuit.run(shift_left) expectation_right = ctx.quantum_circuit.run(shift_right) gradients = torch.tensor([expectation_right]) - torch.tensor([expectation_left]) gradients = np.array(gradients).T return torch.tensor(gradients).float() * grad_output.float(), None, None class HybridSingle(torch.nn.Module): """ Hybrid quantum - classical layer definition """ def __init__(self, backend, shots, shift): super(HybridSingle, self).__init__() self.quantum_circuit = QuantumCircuit(1, backend, shots) self.shift = shift def forward(self, input): return HybridSingleFunction.apply(input, self.quantum_circuit, self.shift) class QClassicNet(DefaultNet): """ DefaultNet variant that uses qiskit to add a final quantum layer """ def __init__(self, input_size: int = None, output_size: int = None, shape: list = None, max_params: int = 3e7, num_hidden: int = 1, dropout: float = 0) -> None: hidden_size = max([input_size * 2, output_size * 2, 400]) super().__init__(input_size=input_size, output_size=hidden_size, shape=shape, max_params=max_params, num_hidden=num_hidden, dropout=dropout) self.fc = torch.nn.Linear(hidden_size, output_size) self.hybrid = HybridSingle(qiskit.Aer.get_backend('aer_simulator'), 100, np.pi / 2) def to(self, device=None, available_devices=None): return super().to(device) def forward(self, input): with LightwoodAutocast(): if len(input.shape) == 1: input = input.unsqueeze(0) classical_output = self.fc(self.net(input)) full_output = torch.stack([self.hybrid(i) for i in classical_output]) return full_output.float() ================================================ FILE: lightwood/mixer/helpers/ranger.py ================================================ import math import torch from torch.optim.optimizer import Optimizer class Ranger(Optimizer): def __init__( self, params, lr=0.0005, alpha=0.5, k=5, N_sma_threshold=5, betas=(0.9, 0.999), eps=1e-5, weight_decay=0.000): # parameter checks if not 0.0 <= alpha <= 1.0: raise ValueError(f'Invalid slow update rate: {alpha}') if not 1 <= k: raise ValueError(f'Invalid lookahead steps: {k}') if not lr > 0: raise ValueError(f'Invalid Learning Rate: {lr}') if not eps > 0: raise ValueError(f'Invalid eps: {eps}') # parameter comments: # beta1 (momentum) of .95 seems to work better than .90... # N_sma_threshold of 5 seems better in testing than 4. # In both cases, worth testing on your dataset (.90 vs .95, 4 vs 5) to make sure which works best for you. # @TODO Implement the above testing with AX ^ # prep defaults and init torch.optim base defaults = dict(lr=lr, alpha=alpha, k=k, betas=betas, N_sma_threshold=N_sma_threshold, eps=eps, weight_decay=weight_decay) super().__init__(params, defaults) # Since we keep LR the same for all param groups, # store it here for now for quick&easy access if we want to know it self.lr = lr # adjustable threshold self.N_sma_threshold = N_sma_threshold # look ahead params self.initial_lr = lr self.alpha = alpha self.k = k # radam buffer for state self.radam_buffer = [[None, None, None] for ind in range(10)] def __setstate__(self, state): super(Ranger, self).__setstate__(state) def step(self, closure=None): loss = None if closure is not None: loss = closure() # Evaluate averages and grad, update param tensors for group in self.param_groups: for p in group['params']: if p.grad is not None: grad = p.grad.data.float() if grad.is_sparse: raise RuntimeError('Ranger optimizer does not support sparse gradients') p_data_fp32 = p.data.float() state = self.state[p] # get state dict for this param # On the first run initialize the dictionary for each weight group if len(state) == 0: state['step'] = 0 state['exp_avg'] = torch.zeros_like(p_data_fp32) state['exp_avg_sq'] = torch.zeros_like(p_data_fp32) # look ahead weight storage now in state dict state['slow_buffer'] = torch.empty_like(p.data) state['slow_buffer'].copy_(p.data) # @TODO Couldn't this branch happen after the if above is entered # in thus replacing torch.zero_like) ?? else: state['exp_avg'] = state['exp_avg'].type_as(p_data_fp32) state['exp_avg_sq'] = state['exp_avg_sq'].type_as(p_data_fp32) # begin computations exp_avg, exp_avg_sq = state['exp_avg'], state['exp_avg_sq'] beta1, beta2 = group['betas'] # compute variance mov avg exp_avg_sq.mul_(beta2).addcmul_(grad, grad, value=1 - beta2) # compute mean moving avg exp_avg.mul_(beta1).add_(grad, alpha=1 - beta1) state['step'] += 1 buffered = self.radam_buffer[int(state['step'] % 10)] if state['step'] == buffered[0]: N_sma, step_size = buffered[1], buffered[2] else: buffered[0] = state['step'] beta2_t = beta2 ** state['step'] N_sma_max = 2 / (1 - beta2) - 1 N_sma = N_sma_max - 2 * state['step'] * beta2_t / (1 - beta2_t) buffered[1] = N_sma if N_sma > self.N_sma_threshold: step_size = math.sqrt((1 - beta2_t) * (N_sma - 4) / (N_sma_max - 4) * (N_sma - 2) / N_sma * N_sma_max / (N_sma_max - 2)) / (1 - beta1 ** state['step']) else: step_size = 1.0 / (1 - beta1 ** state['step']) buffered[2] = step_size if group['weight_decay'] != 0: p_data_fp32.add_(-group['weight_decay'] * group['lr'], p_data_fp32) if N_sma > self.N_sma_threshold: denom = exp_avg_sq.sqrt().add_(group['eps']) p_data_fp32.addcdiv_(exp_avg, denom, value=-step_size * group['lr']) else: p_data_fp32.add_(exp_avg, alpha=-step_size * group['lr']) p.data.copy_(p_data_fp32) # integrated look ahead... # we do it at the param level instead of group level if state['step'] % group['k'] == 0: slow_p = state['slow_buffer'] # Find the interpolated weight between the slower buffer (the weight `k` steps ago) # and the current weight, set that as the state for RAdam slow_p.add_(p.data - slow_p, alpha=self.alpha) p.data.copy_(slow_p) return loss ================================================ FILE: lightwood/mixer/helpers/residual_net.py ================================================ from typing import List import torch from torch import nn from lightwood.helpers.torch import LightwoodAutocast from lightwood.helpers.device import get_device_from_name, get_devices from lightwood.helpers.log import log class ResidualModule(nn.Module): def __init__( self, input_size ) -> None: """Initialize self.""" intermediate_size = max([input_size * 2, 400]) super().__init__() self.normalization = nn.BatchNorm1d(input_size) self.linear_first = nn.Linear(input_size, intermediate_size) self.activation_first = nn.SELU() self.linear_second = nn.Linear(intermediate_size, input_size) self.dropout = nn.Dropout(0.1) def forward(self, x: torch.Tensor) -> torch.Tensor: """Perform the forward pass.""" x_input = x if self.training: x = self.normalization(x) x = self.linear_first(x) x = self.activation_first(x) x = self.dropout(x) x = self.linear_second(x) x = x_input + x return x class ResidualNet(torch.nn.Module): def __init__(self, input_size: int = None, output_size: int = None, shape: List[int] = None, max_params: int = int(3e5), device: str = '') -> None: super(ResidualNet, self).__init__() self.net = torch.nn.Sequential( * ([ResidualModule(input_size) for _ in range(1)] + [nn.Linear(input_size, max([input_size * 2, output_size * 2, 400])), nn.Linear(max([input_size * 2, output_size * 2, 400]), output_size)])) if(device == ''): device, available_devices = get_devices() else: device = get_device_from_name(device) available_devices = 0 self.to(device, available_devices) def to(self, device: torch.device, available_devices: int = 1) -> torch.nn.Module: self.net = self.net.to(device) if available_devices > 1: self.dp_wrapper_net = torch.nn.DataParallel(self.net) else: self.dp_wrapper_net = self.net self.device = device self.available_devices = available_devices return self def forward(self, input): try: with LightwoodAutocast(): output = self.net(input) except Exception as e: # Data parallel error if 'nccl' in str(e).lower(): self.dp_wrapper_net = self.net log.warn(f'Data parallel not working: {e}') else: raise e return output ================================================ FILE: lightwood/mixer/helpers/transform_corss_entropy_loss.py ================================================ import torch from lightwood.helpers.torch import LightwoodAutocast # Basically cross entropy loss that does the one hot decoding of the targets inside of it... useful for code-logic reasons to have it setup like this # noqa class TransformCrossEntropyLoss(torch.nn.Module): def __init__(self, **kwargs): super().__init__() self.cross_entropy_loss = torch.nn.CrossEntropyLoss(**kwargs) def forward(self, preds, target): with LightwoodAutocast(): cat_labels = target.max(1).indices return self.cross_entropy_loss(preds, cat_labels) ================================================ FILE: lightwood/mixer/helpers/ts.py ================================================ """ Time series utility methods for usage within mixers. """ from typing import Dict from copy import deepcopy import pandas as pd def _transform_target(ts_analysis: Dict[str, Dict], df: pd.DataFrame, freq, group: tuple): df = deepcopy(df) # needed because methods like get_level_values actually have undisclosed side effects # noqa transformer = ts_analysis['stl_transforms'][group]['transformer'] if isinstance(df.index, pd.MultiIndex) and len(df.index.levels) > 1: temp_s = df.droplevel(0) temp_s.index = pd.date_range(start=temp_s.index[0], freq=freq, periods=len(temp_s)) return transformer.transform(temp_s.to_period()) elif isinstance(df.index, pd.MultiIndex): temp_s = pd.Series(data=df.values) temp_s.index = df.index.levels[0] # warning: do not use get_level_values as it removes inferred freq return transformer.transform(temp_s.to_period()) else: return transformer.transform(df.to_period()) def _inverse_transform_target(ts_analysis: Dict[str, Dict], predictions: pd.DataFrame, freq, group: tuple): predictions = deepcopy(predictions) # needed because methods like get_level_values actually have undisclosed side effects # noqa transformer = ts_analysis['stl_transforms'][group]['transformer'] if isinstance(predictions.index, pd.MultiIndex) and len(predictions.index.levels) > 1: temp_s = predictions.droplevel(0) temp_s.index = pd.date_range(start=temp_s.index[0], freq=freq, periods=len(temp_s)) return transformer.inverse_transform(temp_s.to_period()) elif isinstance(predictions.index, pd.MultiIndex): temp_s = pd.Series(data=predictions) temp_s.index = predictions.index.levels[0] # warning: do not use get_level_values as it removes inferred freq return transformer.inverse_transform(temp_s.to_period()) else: return transformer.inverse_transform(predictions.to_period()) ================================================ FILE: lightwood/mixer/lightgbm.py ================================================ import time import inspect from typing import Dict, List, Set, Optional import torch import optuna import lightgbm import numpy as np import pandas as pd from sklearn.preprocessing import OrdinalEncoder import optuna.integration.lightgbm as optuna_lightgbm from type_infer.dtype import dtype from lightwood.encoder.base import BaseEncoder from lightwood.helpers.log import log from lightwood.mixer.base import BaseMixer from lightwood.helpers.device import get_devices from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs optuna.logging.set_verbosity(optuna.logging.CRITICAL) def check_gpu_support(): try: data = np.random.rand(50, 2) label = np.random.randint(2, size=50) train_data = lightgbm.Dataset(data, label=label) params = {'num_iterations': 1, 'device': 'gpu'} lightgbm.train(params, train_set=train_data) device, nr_devices = get_devices() if nr_devices > 0 and str(device) != 'cpu': return True else: return False except Exception: return False class LightGBM(BaseMixer): model: lightgbm.LGBMModel ordinal_encoder: OrdinalEncoder label_set: Set[str] max_bin: int device: torch.device device_str: str num_iterations: int use_optuna: bool supports_proba: bool """ Gradient boosting mixer with a LightGBM backbone. This mixer is a good all-rounder, due to the generally great performance of tree-based ML algorithms for supervised learning tasks with tabular data. If you want more information regarding the techniques that set apart LightGBM from other gradient boosters, please refer to their technical paper: "LightGBM: A Highly Efficient Gradient Boosting Decision Tree" (2017). We can basically think of this mixer as a wrapper to the LightGBM interface. To do so, there are a few caveats the user may want to be aware about: * If you seek GPU utilization, LightGBM must be compiled from source instead of being installed through `pip`. * Integer, float, and quantity `dtype`s are treated as regression tasks with `L2` loss. All other supported `dtype`s is casted as a multiclass task with `multi_logloss` loss. * It has an automatic optuna-based hyperparameter search. This procedure triggers when a single iteration of LightGBM is deemed fast enough (given the time budget). * A partial fit can be performed with the `dev` data split as part of `fit`, if specified with the `fit_on_dev` argument. """ # noqa def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], input_cols: List[str], fit_on_dev: bool, use_optuna: bool, target_encoder: BaseEncoder): """ :param stop_after: time budget in seconds. :param target: name of the target column that the mixer will learn to predict. :param dtype_dict: dictionary with dtypes of all columns in the data. :param input_cols: list of column names. :param fit_on_dev: whether to perform a `partial_fit()` at the end of `fit()` using the `dev` data split. :param use_optuna: whether to activate the automated hyperparameter search (optuna-based). Note that setting this flag to `True` does not guarantee the search will run, rather, the speed criteria will be checked first (i.e., if a single iteration is too slow with respect to the time budget, the search will not take place). """ # noqa super().__init__(stop_after) self.model = None self.ordinal_encoder = None self.positive_domain = False self.label_set = set() self.target = target self.dtype_dict = dtype_dict self.input_cols = input_cols self.use_optuna = use_optuna self.params = {} self.fit_on_dev = fit_on_dev self.cls_dtypes = [dtype.categorical, dtype.binary, dtype.cat_tsarray] self.float_dtypes = [dtype.float, dtype.quantity, dtype.num_tsarray] self.num_dtypes = [dtype.integer] + self.float_dtypes self.supports_proba = dtype_dict[target] in self.cls_dtypes self.stable = True self.target_encoder = target_encoder # GPU Only available via --install-option=--gpu with opencl-dev and libboost dev (a bunch of them) installed, so let's turn this off for now and we can put it behind some flag later # noqa gpu_works = check_gpu_support() if not gpu_works: self.device = torch.device('cpu') self.device_str = 'cpu' log.warning( 'LightGBM running on CPU, this somewhat slower than the GPU version, consider using a GPU instead') # noqa else: self.device = torch.device('cuda') self.device_str = 'gpu' self.max_bin = 255 def _to_dataset(self, data: Dict[str, Dict], output_dtype: str): """ Helper method to wrangle data into the format that the underlying model requires. :param data: Includes train and dev data datasources. :param output_dtype :return: modified `data` object that conforms to LightGBM's expected format. """ weight_map = getattr(self.target_encoder, 'target_weights', None) for subset_name in data.keys(): for input_col in self.input_cols: if data[subset_name]['data'] is None: data[subset_name]['data'] = data[subset_name]['ds'].get_encoded_column_data( input_col).to(self.device) else: enc_col = data[subset_name]['ds'].get_encoded_column_data(input_col) data[subset_name]['data'] = torch.cat((data[subset_name]['data'], enc_col.to(self.device)), 1) data[subset_name]['data'] = data[subset_name]['data'].cpu().numpy() label_data = data[subset_name]['ds'].get_column_original_data(self.target) data[subset_name]['weights'] = None if output_dtype in self.cls_dtypes: if subset_name == 'train': self.ordinal_encoder = OrdinalEncoder() self.label_set = set(label_data) self.label_set.add('__mdb_unknown_cat') self.ordinal_encoder.fit(np.array(list(self.label_set)).reshape(-1, 1)) label_data = [x if x in self.label_set else '__mdb_unknown_cat' for x in label_data] if weight_map is not None: data[subset_name]['weights'] = [weight_map[x] for x in label_data] label_data = self.ordinal_encoder.transform(np.array(label_data).reshape(-1, 1)).flatten() elif output_dtype in self.num_dtypes: if weight_map is not None: target_encoder = data[subset_name]['ds'].encoders[self.target] # get the weights from the numeric target encoder data[subset_name]['weights'] = target_encoder.get_weights(label_data) if output_dtype in self.float_dtypes: label_data = label_data.astype(float) elif output_dtype == dtype.integer: label_data = label_data.clip(-pow(2, 63), pow(2, 63)).astype(int) data[subset_name]['label_data'] = label_data return data def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Fits the LightGBM model. :param train_data: encoded features for training dataset :param dev_data: encoded features for dev dataset """ started = time.time() log.info('Started fitting LGBM model') data = { 'train': {'ds': train_data, 'data': None, 'label_data': {}}, 'dev': {'ds': dev_data, 'data': None, 'label_data': {}} } self.fit_data_len = len(data['train']['ds']) self.positive_domain = getattr(train_data.encoders.get(self.target, None), 'positive_domain', False) output_dtype = self.dtype_dict[self.target] data = self._to_dataset(data, output_dtype) if output_dtype not in self.cls_dtypes + self.num_dtypes: log.error(f'Lightgbm mixer not supported for type: {output_dtype}') raise Exception(f'Lightgbm mixer not supported for type: {output_dtype}') else: objective = 'regression' if output_dtype in self.num_dtypes else 'multiclass' metric = 'l2' if output_dtype in self.num_dtypes else 'multi_logloss' self.params = { 'objective': objective, 'metric': metric, 'verbose': -1, 'lambda_l1': 0.1, 'lambda_l2': 0.1, 'force_row_wise': True, 'device_type': self.device_str, } if objective == 'multiclass': self.all_classes = self.ordinal_encoder.categories_[0] self.params['num_class'] = self.all_classes.size elif output_dtype == dtype.num_tsarray: self.params['linear_tree'] = True if self.device_str == 'gpu': self.params['gpu_use_dp'] = True # Determine time per iterations start = time.time() self.params['num_iterations'] = 1 ''' Why construst a dataset here instead of using the training dataset? Because it guards against the following crash: WARNING:lightwood-1613058:Exception: Cannot change feature_pre_filter after constructed Dataset handle. when training mixer: feature_fraction, val_score: inf: 0%| | 0/7 [00:00= 200: model_generator = optuna_lightgbm kwargs['time_budget'] = self.stop_after * 0.4 self.num_iterations = int(self.num_iterations / 2) kwargs['optuna_seed'] = 0 else: model_generator = lightgbm # Train the models log.info( f'Training GBM ({model_generator}) with {self.num_iterations} iterations given {self.stop_after} seconds constraint') # noqa if self.num_iterations < 1: self.num_iterations = 1 self.params['num_iterations'] = int(self.num_iterations) self.params['early_stopping_rounds'] = 5 # Prepare the data train_dataset = lightgbm.Dataset(data['train']['data'], label=data['train']['label_data'], weight=data['train']['weights']) dev_dataset = lightgbm.Dataset(data['dev']['data'], label=data['dev']['label_data'], weight=data['dev']['weights']) if 'verbose_eval' in inspect.getfullargspec(lightgbm.train).args: kwargs['verbose_eval'] = False self.model = model_generator.train( self.params, train_dataset, valid_sets=[dev_dataset, train_dataset], valid_names=['dev', 'train'], **kwargs) self.num_iterations = self.model.best_iteration log.info(f'Lightgbm model contains {self.model.num_trees()} weak estimators') if self.fit_on_dev: self.partial_fit(dev_data, train_data) def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: """ Updates the LightGBM model. :param train_data: encoded features for (new) training dataset :param dev_data: encoded features for (new) dev dataset """ pct_of_original = len(train_data) / self.fit_data_len iterations = max(1, int(self.num_iterations * pct_of_original) / 2) data = {'retrain': {'ds': train_data, 'data': None, 'label_data': {}}, 'dev': { 'ds': dev_data, 'data': None, 'label_data': {}}} output_dtype = self.dtype_dict[self.target] data = self._to_dataset(data, output_dtype) train_dataset = lightgbm.Dataset(data['retrain']['data'], label=data['retrain']['label_data'], weight=data['retrain']['weights']) dev_dataset = lightgbm.Dataset(data['dev']['data'], label=data['dev']['label_data'], weight=data['dev']['weights']) log.info(f'Updating lightgbm model with {iterations} iterations') self.params['num_iterations'] = int(iterations) kwargs = {} if 'verbose_eval' in inspect.getfullargspec(lightgbm.train).args: kwargs['verbose_eval'] = False self.model = lightgbm.train( self.params, train_dataset, valid_sets=[dev_dataset, train_dataset], valid_names=['dev', 'retrain'], init_model=self.model, **kwargs) log.info(f'Model now has a total of {self.model.num_trees()} weak estimators') def __call__(self, ds: EncodedDs, args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Call a trained LightGBM mixer to output predictions for the target column. :param ds: input data with values for all non-target columns. :param args: inference-time arguments (e.g. whether to output predicted labels or probabilities). :return: dataframe with predictions. """ data = None for input_col in self.input_cols: if data is None: data = ds.get_encoded_column_data(input_col).to(self.device) else: data = torch.cat((data, ds.get_encoded_column_data(input_col).to(self.device)), 1) data = data.cpu().numpy() raw_predictions = self.model.predict(data) if self.ordinal_encoder is not None: decoded_predictions = self.ordinal_encoder.inverse_transform( np.argmax(raw_predictions, axis=1).reshape(-1, 1)).flatten() else: decoded_predictions = raw_predictions if self.positive_domain: decoded_predictions = [max(0, p) for p in decoded_predictions] ydf = pd.DataFrame({'prediction': decoded_predictions}) if args.predict_proba and self.ordinal_encoder is not None: for idx, label in enumerate(self.ordinal_encoder.categories_[0].tolist()): ydf[f'__mdb_proba_{label}'] = raw_predictions[:, idx] return ydf ================================================ FILE: lightwood/mixer/lightgbm_array.py ================================================ from copy import deepcopy from typing import Dict, List, Union, Optional import numpy as np import pandas as pd from lightwood.helpers.log import log from lightwood.encoder.base import BaseEncoder from lightwood.mixer.base import BaseMixer from lightwood.mixer.lightgbm import LightGBM from lightwood.api.types import PredictionArguments, TimeseriesSettings from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs class LightGBMArray(BaseMixer): """LightGBM-based model, intended for usage in time series tasks.""" models: List[LightGBM] submodel_stop_after: float target: str supports_proba: bool ts_analysis: Dict tss: TimeseriesSettings def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], input_cols: List[str], fit_on_dev: bool, target_encoder: BaseEncoder, ts_analysis: Dict[str, object], use_stl: bool, tss: TimeseriesSettings ): super().__init__(stop_after) self.tss = tss self.horizon = tss.horizon self.submodel_stop_after = stop_after / self.horizon self.target = target self.offset_pred_cols = [f'{self.target}_timestep_{i}' for i in range(1, self.horizon)] if set(input_cols) != {self.tss.order_by}: input_cols.remove(self.tss.order_by) for col in self.offset_pred_cols: dtype_dict[col] = dtype_dict[self.target] self.models = [LightGBM(self.submodel_stop_after, target_col, dtype_dict, input_cols, False, # fit_on_dev, True if tss.horizon < 10 else False, # use_optuna target_encoder) for _, target_col in zip(range(self.horizon), [target] + self.offset_pred_cols)] self.ts_analysis = ts_analysis self.supports_proba = False self.use_stl = False self.stable = True def _fit(self, train_data: EncodedDs, dev_data: EncodedDs, submodel_method='fit') -> None: original_train = deepcopy(train_data.data_frame) original_dev = deepcopy(dev_data.data_frame) for timestep in range(self.horizon): getattr(self.models[timestep], submodel_method)(train_data, dev_data) # restore dfs train_data.data_frame = original_train dev_data.data_frame = original_dev def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: log.info('Started fitting LGBM models for array prediction') self._fit(train_data, dev_data, submodel_method='fit') def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: log.info('Updating array of LGBM models...') self._fit(train_data, dev_data, submodel_method='partial_fit') def __call__(self, ds: Union[EncodedDs, ConcatedEncodedDs], args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: if args.predict_proba: log.warning('This model does not output probability estimates') original_df = deepcopy(ds.data_frame) length = sum(ds.encoded_ds_lengths) if isinstance(ds, ConcatedEncodedDs) else len(ds) ydf = pd.DataFrame(0, # zero-filled index=np.arange(length), columns=[f'prediction_{i}' for i in range(self.horizon)]) for timestep in range(self.horizon): ydf[f'prediction_{timestep}'] = self.models[timestep](ds, args)['prediction'].values if self.models[0].positive_domain: ydf = ydf.clip(0) ydf['prediction'] = ydf.values.tolist() ds.data_frame = original_df return ydf[['prediction']] ================================================ FILE: lightwood/mixer/neural.py ================================================ import time from copy import deepcopy from collections import deque from typing import Dict, List, Optional import torch import numpy as np import pandas as pd from torch import nn import torch_optimizer as ad_optim from sklearn.metrics import r2_score from torch.cuda.amp import GradScaler from torch.utils.data import DataLoader from torch.nn.modules.loss import MSELoss from torch.optim.optimizer import Optimizer from type_infer.dtype import dtype from lightwood.helpers.log import log from lightwood.encoder.base import BaseEncoder from lightwood.helpers.torch import LightwoodAutocast from lightwood.data.encoded_ds import EncodedDs from lightwood.mixer.base import BaseMixer from lightwood.mixer.helpers.ar_net import ArNet from lightwood.mixer.helpers.default_net import DefaultNet from lightwood.api.types import PredictionArguments from lightwood.mixer.helpers.transform_corss_entropy_loss import TransformCrossEntropyLoss class Neural(BaseMixer): model: nn.Module dtype_dict: dict target: str epochs_to_best: int fit_on_dev: bool supports_proba: bool def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], target_encoder: BaseEncoder, net: str, fit_on_dev: bool, search_hyperparameters: bool, n_epochs: Optional[int] = None, lr: Optional[float] = None, ): """ The Neural mixer trains a fully connected dense network from concatenated encoded outputs of each of the features in the dataset to predicted the encoded output. :param stop_after: How long the total fitting process should take :param target: Name of the target column :param dtype_dict: Data type dictionary :param target_encoder: Reference to the encoder used for the target :param net: The network type to use (`DeafultNet` or `ArNet`) :param fit_on_dev: If we should fit on the dev dataset :param search_hyperparameters: If the network should run a more through hyperparameter search (currently disabled) :param n_epochs: amount of epochs that the network will be trained for. Supersedes all other early stopping criteria if specified. :param lr: learning rate for the network. By default, it is automatically selected based on an initial search process. """ # noqa super().__init__(stop_after) self.dtype_dict = dtype_dict self.target = target self.target_encoder = target_encoder self.num_hidden = 1 self.epochs_to_best = 0 self.n_epochs = n_epochs self.lr = lr self.loss_hist_len = 7 # length of queue to use for early stopping self.fit_on_dev = fit_on_dev self.net_name = net self.supports_proba = dtype_dict[target] in [dtype.binary, dtype.categorical] self.search_hyperparameters = search_hyperparameters self.stable = True def _final_tuning(self, data): if self.dtype_dict[self.target] in (dtype.integer, dtype.float, dtype.quantity): self.model = self.model.eval() with torch.no_grad(): acc_dict = {} for decode_log in [True, False]: self.target_encoder.decode_log = decode_log decoded_predictions = [] decoded_real_values = [] for X, Y in data: X = X.to(self.model.device) Y = Y.to(self.model.device) Yh = self._net_call(X) Yh = torch.unsqueeze(Yh, 0) if len(Yh.shape) < 2 else Yh Y = torch.unsqueeze(Y, 0) if len(Y.shape) < 2 else Y decoded_predictions.extend(self.target_encoder.decode(Yh)) decoded_real_values.extend(self.target_encoder.decode(Y)) acc_dict[decode_log] = r2_score(decoded_real_values, decoded_predictions) self.target_encoder.decode_log = acc_dict[True] > acc_dict[False] def _select_criterion(self) -> torch.nn.Module: if self.dtype_dict[self.target] in (dtype.categorical, dtype.binary): criterion = TransformCrossEntropyLoss(weight=self.target_encoder.index_weights.to(self.model.device)) elif self.dtype_dict[self.target] in (dtype.tags, dtype.cat_tsarray): criterion = nn.BCEWithLogitsLoss() elif self.dtype_dict[self.target] in (dtype.cat_array, ): criterion = nn.L1Loss() elif self.dtype_dict[self.target] in (dtype.integer, dtype.float, dtype.quantity, dtype.num_array): criterion = MSELoss() else: criterion = MSELoss() return criterion def _select_optimizer(self, model, lr) -> Optimizer: optimizer = ad_optim.Ranger(model.parameters(), lr=lr, weight_decay=2e-2) return optimizer def _find_lr(self, train_data): lr = 1e-4 # good starting point as search escalates lrs = deque([5e-4, 1e-3, 2e-3, 3e-3, 5e-3, 1e-2, 5e-2, 1e-1]) starting_model = deepcopy(self.model) criterion = self._select_criterion() scaler = GradScaler() running_losses = deque(maxlen=self.loss_hist_len) lr_log = deque(maxlen=self.loss_hist_len) best_model = self.model stop = False n_steps = 10 cum_loss = 0 while stop is False: # overfit learning on first n_steps samples (biased, but we only want an intuition on what LR is decent) dl = DataLoader(train_data, batch_size=min(len(train_data.data_frame), 32, self.batch_size), shuffle=False) dl_iter = iter(dl) self.model = deepcopy(starting_model) self.model.train() optimizer = self._select_optimizer(self.model, lr=lr) for i in range(n_steps): try: X, Y = next(dl_iter) except StopIteration: dl_iter = iter(dl) X, Y = next(dl_iter) X = X.to(self.model.device) Y = Y.to(self.model.device) with LightwoodAutocast(): optimizer.zero_grad() Yh = self._net_call(X) loss = criterion(Yh, Y) if LightwoodAutocast.active: scaler.scale(loss).backward() scaler.step(optimizer) scaler.update() else: loss.backward() optimizer.step() cum_loss += loss.item() log.info(f'Loss of {cum_loss} with learning rate {lr}') running_losses.append(cum_loss) lr_log.append(lr) cum_loss = 0 lr = lrs.popleft() if len(lrs) == 0: stop = True # store model if best so far inv_running_losses = list(running_losses)[::-1] # invert so when tied we pick the most aggresive LR best_loss_idx = np.nanargmin(inv_running_losses) # nanargmin ignores nans that may arise if best_loss_idx == 0: best_model = deepcopy(self.model) # store model for slight time savings best_loss_lr = lr_log[-1] lr = best_loss_lr log.info(f'Found learning rate of: {lr}') return lr, best_model def _max_fit(self, train_dl, dev_dl, criterion, optimizer, scaler, stop_after, return_model_after): epochs_to_best = 0 best_dev_error = pow(2, 32) running_errors = deque(maxlen=self.loss_hist_len) best_model = self.model for epoch in range(1, return_model_after + 1): self.model = self.model.train() running_losses: List[float] = [] for i, (X, Y) in enumerate(train_dl): X = X.to(self.model.device) Y = Y.to(self.model.device) with LightwoodAutocast(): optimizer.zero_grad() Yh = self._net_call(X) loss = criterion(Yh, Y) if LightwoodAutocast.active: scaler.scale(loss).backward() scaler.step(optimizer) scaler.update() else: loss.backward() optimizer.step() running_losses.append(loss.item()) if (time.time() - self.started) > stop_after: break train_error = np.mean(running_losses) epoch_error = self._error(dev_dl, criterion) running_errors.append(epoch_error) log.info(f'Loss @ epoch {epoch}: {epoch_error}') if np.isnan(train_error) or np.isnan( running_errors[-1]) or np.isinf(train_error) or np.isinf( running_errors[-1]): break if best_dev_error > running_errors[-1]: best_dev_error = running_errors[-1] best_model = deepcopy(self.model) epochs_to_best = epoch # manually set epoch limit if self.n_epochs is not None: if epoch > self.n_epochs: break # automated early stopping else: if len(running_errors) >= self.loss_hist_len: delta_mean = np.average([ running_errors[-i - 1] - running_errors[-i] for i in range(len(running_errors) - 1)], weights=[(1 / 2)**i for i in range(len(running_errors) - 1)]) if delta_mean >= 0: break elif (time.time() - self.started) > stop_after: break elif running_errors[-1] < 0.0001 or train_error < 0.0001: break if np.isnan(best_dev_error): best_dev_error = pow(2, 32) return best_model, epochs_to_best, best_dev_error def _error(self, dev_dl, criterion) -> float: self.model = self.model.eval() running_losses: List[float] = [] with torch.no_grad(): for X, Y in dev_dl: X = X.to(self.model.device) Y = Y.to(self.model.device) Yh = self._net_call(X) running_losses.append(criterion(Yh, Y).item()) return np.mean(running_losses) def _init_net(self, ds: EncodedDs): self.net_class = DefaultNet if self.net_name == 'DefaultNet' else ArNet X, Y = ds[0] net_kwargs = {'input_size': len(X), 'output_size': len(Y), 'num_hidden': self.num_hidden, 'dropout': 0} if self.net_class == ArNet: net_kwargs['encoder_span'] = ds.encoder_spans net_kwargs['target_name'] = self.target self.model = self.net_class(**net_kwargs) def _net_call(self, x: torch.Tensor) -> torch.Tensor: return self.model(x) # @TODO: Compare partial fitting fully on and fully off on the benchmarks! # @TODO: Writeup on the methodology for partial fitting def _fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Fits the Neural mixer on some data, making it ready to predict :param train_data: The network is fit/trained on this :param dev_data: Data used for early stopping and hyperparameter determination """ # ConcatedEncodedDs self.started = time.time() self.batch_size = min(200, int(len(train_data) / 10)) self.batch_size = max(40, self.batch_size) dev_dl = DataLoader(dev_data, batch_size=self.batch_size, shuffle=False) train_dl = DataLoader(train_data, batch_size=self.batch_size, shuffle=False) # Find learning rate & keep initial weights self._init_net(train_data) if not self.lr: self.lr, self.model = self._find_lr(train_data) # Keep on training optimizer = self._select_optimizer(self.model, lr=self.lr) criterion = self._select_criterion() scaler = GradScaler() # Only 0.8 of the remaining time budget is used to allow some time for the final tuning and partial fit self.model, epoch_to_best_model, _ = self._max_fit( train_dl, dev_dl, criterion, optimizer, scaler, (self.stop_after - (time.time() - self.started)) * 0.8, return_model_after=20000) self.epochs_to_best += epoch_to_best_model if self.fit_on_dev: self.partial_fit(dev_data, train_data) def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: self._fit(train_data, dev_data) self._final_tuning(dev_data) def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: """ Augments the mixer's fit with new data, nr of epochs is based on the amount of epochs the original fitting took :param train_data: The network is fit/trained on this :param dev_data: Data used for early stopping and hyperparameter determination """ # Based this on how long the initial training loop took, at a low learning rate as to not mock anything up tooo badly # noqa self.started = time.time() train_dl = DataLoader(train_data, batch_size=self.batch_size, shuffle=True) dev_dl = DataLoader(dev_data, batch_size=self.batch_size, shuffle=True) optimizer = self._select_optimizer(self.model, lr=self.lr) criterion = self._select_criterion() scaler = GradScaler() self.model, _, _ = self._max_fit(train_dl, dev_dl, criterion, optimizer, scaler, self.stop_after * 0.1, max(1, int(self.epochs_to_best / 3))) def __call__(self, ds: EncodedDs, args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Make predictions based on datasource with the same features as the ones used for fitting :param ds: Predictions are generate from it :param arg: Any additional arguments used in predicting :returns: A dataframe cotaining the decoded predictions and (depending on the args) additional information such as the probabilites for each target class """ # noqa self.model = self.model.eval() decoded_predictions: List[object] = [] all_probs: List[List[float]] = [] rev_map = {} with torch.no_grad(): for idx, (X, Y) in enumerate(ds): X = X.to(self.model.device) Yh = self._net_call(X) Yh = torch.unsqueeze(Yh, 0) if len(Yh.shape) < 2 else Yh kwargs = {} for dep in self.target_encoder.dependencies: kwargs['dependency_data'] = {dep: ds.data_frame.iloc[idx][[dep]].values} if args.predict_proba and self.supports_proba: decoded_prediction, probs, rev_map = self.target_encoder.decode_probabilities(Yh, **kwargs) all_probs.append(probs) else: decoded_prediction = self.target_encoder.decode(Yh, **kwargs) decoded_predictions.extend(decoded_prediction) ydf = pd.DataFrame({'prediction': decoded_predictions}) if args.predict_proba and self.supports_proba: raw_predictions = np.array(all_probs).squeeze(axis=1) for idx, label in enumerate(rev_map.values()): ydf[f'__mdb_proba_{label}'] = raw_predictions[:, idx] return ydf ================================================ FILE: lightwood/mixer/neural_ts.py ================================================ import time from copy import deepcopy from typing import Dict, Optional, List import numpy as np import pandas as pd import torch from torch import nn from torch.cuda.amp import GradScaler from torch.utils.data import DataLoader from type_infer.dtype import dtype from lightwood.api.types import PredictionArguments from lightwood.encoder.base import BaseEncoder from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs from lightwood.mixer.neural import Neural from lightwood.mixer.helpers.ar_net import ArNet from lightwood.mixer.helpers.default_net import DefaultNet from lightwood.api.types import TimeseriesSettings class NeuralTs(Neural): def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], timeseries_settings: TimeseriesSettings, target_encoder: BaseEncoder, net: str, fit_on_dev: bool, search_hyperparameters: bool, ts_analysis: Dict[str, Dict], n_epochs: Optional[int] = None, use_stl: Optional[bool] = False ): """ Subclassed Neural mixer used for time series forecasting scenarios. :param stop_after: How long the total fitting process should take :param target: Name of the target column :param dtype_dict: Data type dictionary :param timeseries_settings: TimeseriesSettings object for time-series tasks, refer to its documentation for available settings. :param target_encoder: Reference to the encoder used for the target :param net: The network type to use (`DeafultNet` or `ArNet`) :param fit_on_dev: If we should fit on the dev dataset :param search_hyperparameters: If the network should run a more through hyperparameter search (currently disabled) :param n_epochs: amount of epochs that the network will be trained for. Supersedes all other early stopping criteria if specified. """ # noqa super().__init__( stop_after, target, dtype_dict, target_encoder, net, fit_on_dev, search_hyperparameters, n_epochs, ) self.timeseries_settings = timeseries_settings assert self.timeseries_settings.is_timeseries self.ts_analysis = ts_analysis self.net_class = DefaultNet if net == 'DefaultNet' else ArNet self.stable = True self.use_stl = use_stl def _select_criterion(self) -> torch.nn.Module: if self.dtype_dict[self.target] in (dtype.integer, dtype.float, dtype.num_tsarray, dtype.quantity): criterion = nn.L1Loss() else: criterion = super()._select_criterion() return criterion def _fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ :param train_data: The network is fit/trained on this :param dev_data: Data used for early stopping and hyperparameter determination """ # noqa self.started = time.time() original_train = deepcopy(train_data.data_frame) original_dev = deepcopy(dev_data.data_frame) # ConcatedEncodedDs self.batch_size = min(200, int(len(train_data) / 10)) self.batch_size = max(40, self.batch_size) dev_dl = DataLoader(dev_data, batch_size=self.batch_size, shuffle=False) train_dl = DataLoader(train_data, batch_size=self.batch_size, shuffle=False) self.lr = 1e-4 self.num_hidden = 1 # Find learning rate # keep the weights self._init_net(train_data) self.lr, self.model = self._find_lr(train_data) # Keep on training optimizer = self._select_optimizer(self.model, lr=self.lr) criterion = self._select_criterion() scaler = GradScaler() # Only 0.8 of the remaining time budget is used to allow some time for the final tuning and partial fit self.model, epoch_to_best_model, _ = self._max_fit( train_dl, dev_dl, criterion, optimizer, scaler, (self.stop_after - (time.time() - self.started)) * 0.8, return_model_after=20000) self.epochs_to_best += epoch_to_best_model # restore dfs train_data.data_frame = original_train dev_data.data_frame = original_dev if self.fit_on_dev: self.partial_fit(dev_data, train_data) def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: self._fit(train_data, dev_data) def __call__(self, ds: EncodedDs, args: PredictionArguments = PredictionArguments() ) -> pd.DataFrame: original_df = deepcopy(ds.data_frame) self.model = self.model.eval() decoded_predictions = [] all_probs: List[List[float]] = [] rev_map = {} length = sum(ds.encoded_ds_lengths) if isinstance(ds, ConcatedEncodedDs) else len(ds) pred_cols = [f'prediction_{i}' for i in range(self.timeseries_settings.horizon)] ydf = pd.DataFrame(0, # zero-filled index=np.arange(length), dtype=object, columns=pred_cols) with torch.no_grad(): for idx, (X, Y) in enumerate(ds): X = X.to(self.model.device) Yh = self.model(X) Yh = torch.unsqueeze(Yh, 0) if len(Yh.shape) < 2 else Yh kwargs = {} for dep in self.target_encoder.dependencies: kwargs['dependency_data'] = {dep: ds.data_frame.iloc[idx][[dep]].values} if args.predict_proba and self.supports_proba: decoded_prediction, probs, rev_map = self.target_encoder.decode_probabilities(Yh, **kwargs) all_probs.append(probs) else: decoded_prediction = self.target_encoder.decode(Yh, **kwargs) decoded_predictions.extend(decoded_prediction) decoded_predictions = np.array(decoded_predictions) if len(decoded_predictions.shape) == 1: decoded_predictions = np.expand_dims(decoded_predictions, axis=1) ydf[pred_cols] = decoded_predictions ydf['prediction'] = ydf.values.tolist() if self.timeseries_settings.horizon == 1: ydf['prediction'] = [p[0] for p in ydf['prediction']] if args.predict_proba and self.supports_proba: raw_predictions = np.array(all_probs).squeeze(axis=1) for idx, label in enumerate(rev_map.values()): ydf[f'__mdb_proba_{label}'] = raw_predictions[:, idx] # TODO: make this part of the base mixer class? to avoid repetitive code # and ensure other contribs don't accidentally modify the df ds.data_frame = original_df return ydf[['prediction']] ================================================ FILE: lightwood/mixer/nhits.py ================================================ from typing import Dict, Union, Optional from copy import deepcopy import numpy as np import pandas as pd from neuralforecast import NeuralForecast from neuralforecast.models.nhits import NHITS from neuralforecast.models.nbeats import NBEATS from neuralforecast.losses.pytorch import MQLoss from lightwood.helpers.log import log from lightwood.mixer.base import BaseMixer from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs class NHitsMixer(BaseMixer): horizon: int target: str supports_proba: bool model_path: str hyperparam_search: bool default_config: dict SUPPORTED_MODELS = ('nhits', 'nbeats') def __init__( self, stop_after: float, target: str, horizon: int, window: int, dtype_dict: Dict, ts_analysis: Dict, pretrained: bool = False, train_args: Optional[Dict] = None, ): """ Wrapper around an N-HITS deep learning model. :param stop_after: time budget in seconds. :param target: column to forecast. :param horizon: length of forecasted horizon. :param window: length of input data. :param ts_analysis: dictionary with miscellaneous time series info, as generated by 'lightwood.data.timeseries_analyzer'. :param train_args: arguments to steer the training process. - `trainer_args`: all arguments for the PyTorchLightning trainer. - `conf_level`: level passed into MQLoss. Directly impacts prediction bounds. """ # noqa super().__init__(stop_after) self.stable = False self.prepared = False self.supports_proba = False self.target = target self.window = window self.horizon = horizon self.dtype_dict = dtype_dict self.ts_analysis = ts_analysis self.grouped_by = ['__default'] if not ts_analysis['tss'].group_by else ts_analysis['tss'].group_by self.group_boundaries = {} # stores last observed timestamp per series self.train_args = train_args.get('trainer_args', {}) if train_args else {} # we set a fairly aggressive training schedule by default self.train_args['early_stop_patience_steps'] = self.train_args.get('early_stop_patience_steps', 1) self.train_args['val_check_steps'] = self.train_args.get('val_check_steps', 10) self.train_args['learning_rate'] = self.train_args.get('learning_rate', 3e-3) self.train_args['mlp_units'] = self.train_args.get('mlp_units', [[128, 128], [128, 128]]) self.train_args['random_seed'] = self.train_args.get('random_seed', 1) self.conf_level = self.train_args.pop('conf_level', [90]) for level in self.conf_level: assert 0 <= level <= 100, f'A provided level is not in the [0, 100] range (found: {level})' assert isinstance(level, int), f'A provided level is not an integer (found: {level})' self.pretrained = pretrained self.base_url = 'https://nixtla-public.s3.amazonaws.com/transfer/pretrained_models/' self.freq_to_model = { 'Y': 'yearly', 'Q': 'monthly', 'M': 'monthly', 'W': 'daily', 'D': 'daily', 'H': 'hourly', 'T': 'hourly', # NOTE: use another pre-trained model once available 'S': 'hourly' # NOTE: use another pre-trained model once available } self.model = None self.model_class_str = self.train_args.get('model_class', 'nhits').lower() assert self.model_class_str in NHitsMixer.SUPPORTED_MODELS, f'Provided model class ({self.model_class_str}) is not supported. Supported models are: {NHitsMixer.SUPPORTED_MODELS}' # noqa self.model_class = NBEATS if self.model_class_str == 'nbeats' else NHITS self.model_name = None self.model_names = { 'nhits': { 'hourly': 'nhits_m4_hourly.ckpt', # hourly (non-tiny) 'daily': 'nhits_m4_daily.ckpt', # daily 'monthly': 'nhits_m4_monthly.ckpt', # monthly 'yearly': 'nhits_m4_yearly.ckpt', # yearly }, 'nbeats': {} # TODO: complete } def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Fits the NeuralForecast model. """ # noqa log.info('Started fitting N-HITS forecasting model') # prepare data cat_ds = ConcatedEncodedDs([train_data, dev_data]) oby_col = self.ts_analysis["tss"].order_by gby = self.ts_analysis["tss"].group_by if self.ts_analysis["tss"].group_by else [] df = deepcopy(cat_ds.data_frame) Y_df, _ = self._make_initial_df(df, mode='train') self.group_boundaries = self._set_boundary(Y_df, gby) if gby: n_time = df[gby].value_counts().min() else: n_time = len(df[f'__mdb_original_{oby_col}'].unique()) n_ts_val = max(int(.1 * n_time), self.horizon) # at least self.horizon to validate on # train the model n_time_out = self.horizon if self.pretrained: # TODO: let user specify finetuning self.model_name = self.model_names.get(self.freq_to_model[self.ts_analysis['sample_freqs']['__default']], None) self.model_name = self.model_names['hourly'] if self.model_name is None else self.model_name ckpt_url = self.base_url + self.model_name self.model = self.model_class.load_from_checkpoint(ckpt_url) if not self.window < self.model.hparams.n_time_in: log.info(f'NOTE: Provided window ({self.window}) is smaller than specified model input length ({self.model.hparams.n_time_in}). Will train a new model from scratch.') # noqa self.pretrained = False if self.horizon > self.model.hparams.n_time_out: log.info(f'NOTE: Horizon ({self.horizon}) is bigger than that of the pretrained model ({self.model.hparams.n_time_out}). Will train a new model from scratch.') # noqa self.pretrained = False if self.pretrained: log.info(f'Successfully loaded pretrained N-HITS forecasting model ({self.model_name})') if not self.pretrained: if self.window + self.horizon > n_time: new_window = max(1, n_time - self.horizon - 1) self.window = new_window log.info(f'Window {self.window} is too long for data provided (group: {df[gby].value_counts()[::-1].index[0]}), reducing window to {new_window}.') # noqa model = self.model_class(h=n_time_out, input_size=self.window, **self.train_args, loss=MQLoss(level=self.conf_level)) # noqa self.model = NeuralForecast(models=[model], freq=self.ts_analysis['sample_freqs']['__default'],) self.model.fit(df=Y_df, val_size=n_ts_val) log.info('Successfully trained N-HITS forecasting model.') def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: self.hyperparam_search = False self.train_args = args.get('trainer_args', {}) if args else {} # NOTE: this replaces the original config self.fit(train_data, dev_data) self.prepared = True def __call__(self, ds: Union[EncodedDs, ConcatedEncodedDs], args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Calls the mixer to emit forecasts. NOTE: in the future we may support predicting every single row efficiently. For now, this mixer replicates the neuralforecast library behavior and returns a forecast strictly for the next `tss.horizon` timesteps after the end of the input dataframe. """ # noqa if args.predict_proba: log.warning('This mixer does not output probability estimates') # provided quantile must match one of the training levels, else we default to the largest one of these if args.fixed_confidence is not None and int(args.fixed_confidence * 100) in self.conf_level: level = int(args.fixed_confidence * 100) else: level = max(self.conf_level) target_cols = ['prediction', 'lower', 'upper'] pred_cols = [ f'{self.model_class_str.upper()}-median', f'{self.model_class_str.upper()}-lo-{level}', f'{self.model_class_str.upper()}-hi-{level}' ] input_df, idxs = self._make_initial_df(deepcopy(ds.data_frame)) length = sum(ds.encoded_ds_lengths) if isinstance(ds, ConcatedEncodedDs) else len(ds) ydf = pd.DataFrame(0, index=range(length), columns=target_cols, dtype=object) # fill with zeroed arrays zero_array = [0 for _ in range(self.horizon)] for target_col in target_cols: ydf[target_col] = [zero_array] * len(ydf) grouper = input_df.groupby('unique_id') group_ends = grouper.last()['index'].values fcst = self.model.predict(input_df).reset_index() fcst['ds'] = fcst.groupby('unique_id').cumcount() horizons = pd.pivot_table(fcst, values=pred_cols, index='unique_id', columns='ds') temp_df = pd.DataFrame(0, # zero-filled index=range(len(horizons)), columns=target_cols, dtype=object) for pcol, tcol in zip(pred_cols, target_cols): temp_df[tcol] = horizons[pcol].values.tolist() for tcol in target_cols: ydf[tcol].iloc[group_ends] = temp_df[tcol] ydf['confidence'] = level / 100 return ydf def _make_initial_df(self, df, mode='inference'): """ Prepares a dataframe for the model according to what neuralforecast expects. If a per-group boundary exists, this method additionally drops out all observations prior to the cutoff. """ # noqa oby_col = self.ts_analysis["tss"].order_by # df = df.sort_values(by=f'__mdb_original_{oby_col}') # TODO rm df[f'__mdb_parsed_{oby_col}'] = df.index df = df.reset_index(drop=True) Y_df = pd.DataFrame() Y_df['_index'] = np.arange(len(df)) Y_df['y'] = df[self.target] Y_df['ds'] = df[f'__mdb_parsed_{oby_col}'] if self.grouped_by != ['__default']: Y_df['unique_id'] = df[self.grouped_by].apply(lambda x: ','.join([elt for elt in x]), axis=1) else: Y_df['unique_id'] = '__default' Y_df = Y_df.reset_index() # filter if boundary exists if mode == 'train' and self.group_boundaries: filtered = [] grouped = Y_df.groupby(by='unique_id') for group, sdf in grouped: if group in self.group_boundaries: sdf = sdf[sdf['ds'].gt(self.group_boundaries[group])] if sdf.shape[0] > 0: filtered.append(sdf) if filtered: Y_df = pd.concat(filtered) filtered_idxs = Y_df.pop('_index').values return Y_df, filtered_idxs @staticmethod def _set_boundary(df: pd.DataFrame, gby: list) -> Dict[str, object]: """ Finds last observation for every series in a pre-sorted `df` given a `gby` list of columns to group by. """ if not gby: group_boundaries = {'__default': df.iloc[-1]['ds']} else: # could use groupby().transform('max'), but we leverage pre-sorting instead grouped_df = df.groupby(by='unique_id', as_index=False).last() group_boundaries = grouped_df[['unique_id', 'ds']].set_index('unique_id').to_dict()['ds'] return group_boundaries ================================================ FILE: lightwood/mixer/prophet.py ================================================ from typing import Dict, Optional, Union import pandas as pd from lightwood.mixer.sktime import SkTime class ProphetMixer(SkTime): def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], horizon: int, ts_analysis: Dict, auto_size: bool = True, use_stl: bool = False, add_seasonality: Optional[dict] = None, add_country_holidays: Optional[dict] = None, growth: str = 'linear', growth_floor: float = 0, growth_cap: Optional[float] = None, changepoints: Optional[list] = None, n_changepoints: int = 25, changepoint_range: float = 0.8, yearly_seasonality: Union[str, bool, int] = 'auto', weekly_seasonality: Union[str, bool, int] = 'auto', daily_seasonality: Union[str, bool, int] = 'auto', holidays: Optional[pd.DataFrame] = None, seasonality_mode: str = 'additive', seasonality_prior_scale: float = 10.0, holidays_prior_scale: float = 10.0, changepoint_prior_scale: float = 0.05, mcmc_samples: int = 0, alpha: float = 0.05, uncertainty_samples: int = 1000, ): """ Wrapper for SkTime's Prophet interface. :param stop_after: time budget in seconds :param target: column containing target time series :param dtype_dict: data types for each dataset column :param horizon: forecast length :param ts_analysis: lightwood-produced stats about input time series :param auto_size: whether to filter out old data points if training split is bigger than a certain threshold (defined by the dataset sampling frequency). Enabled by default to avoid long training times in big datasets. :param use_stl: Whether to use de-trenders and de-seasonalizers fitted in the timeseries analysis phase. For the rest of the parameters, please refer to SkTime's documentation. """ # noqa # overrides sp = 1 hyperparam_search = False model_path = 'fbprophet.Prophet' model_kwargs = { 'add_seasonality': add_seasonality, 'add_country_holidays': add_country_holidays, 'growth': growth, 'growth_floor': growth_floor, 'growth_cap': growth_cap, 'changepoints': changepoints, 'n_changepoints': n_changepoints, 'changepoint_range': changepoint_range, 'yearly_seasonality': yearly_seasonality, 'weekly_seasonality': weekly_seasonality, 'daily_seasonality': daily_seasonality, 'holidays': holidays, 'seasonality_mode': seasonality_mode, 'seasonality_prior_scale': seasonality_prior_scale, 'holidays_prior_scale': holidays_prior_scale, 'changepoint_prior_scale': changepoint_prior_scale, 'mcmc_samples': mcmc_samples, 'alpha': alpha, 'uncertainty_samples': uncertainty_samples, } # setup sktime base mixer super().__init__(stop_after, target, dtype_dict, horizon, ts_analysis, model_path, model_kwargs, auto_size, sp, hyperparam_search, use_stl) self.name = 'Prophet' self.stable = False ================================================ FILE: lightwood/mixer/qclassic.py ================================================ from typing import Dict, List from lightwood.encoder.base import BaseEncoder from lightwood.mixer.neural import Neural from lightwood.mixer.helpers.qclassic_net import QClassicNet from lightwood.api.types import TimeseriesSettings class QClassic(Neural): # wrapper class to be combined with Neural class when performance stabilizes def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], input_cols: List[str], timeseries_settings: TimeseriesSettings, target_encoder: BaseEncoder, net: str, fit_on_dev: bool, search_hyperparameters: bool): super().__init__( stop_after=stop_after, target=target, dtype_dict=dtype_dict, target_encoder=target_encoder, net=net, fit_on_dev=fit_on_dev, search_hyperparameters=search_hyperparameters ) quantum_nets = {"QClassic": QClassicNet} self.net_class = quantum_nets.get(net, QClassicNet) ================================================ FILE: lightwood/mixer/random_forest.py ================================================ import time import math import torch import numpy as np import pandas as pd import optuna from typing import Dict, Union, Optional from optuna import trial as trial_module from sklearn import clone from sklearn.metrics import mean_squared_error from sklearn.model_selection import check_cv, cross_val_predict from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier from type_infer.dtype import dtype from lightwood.helpers.log import log from lightwood.encoder.base import BaseEncoder from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs from lightwood.mixer.base import BaseMixer from lightwood.api.types import PredictionArguments class RandomForest(BaseMixer): model: Union[RandomForestClassifier, RandomForestRegressor] dtype_dict: dict target: str fit_on_dev: bool use_optuna: bool supports_proba: bool def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], fit_on_dev: bool, target_encoder: BaseEncoder, use_optuna: bool = False, ): """ The `RandomForest` mixer supports both regression and classification tasks. It inherits from sklearn.ensemble.RandomForestRegressor and sklearn.ensemble.RandomForestClassifier. (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html) (https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html) :param stop_after: time budget in seconds. :param target: name of the target column that the mixer will learn to predict. :param dtype_dict: dictionary with dtypes of all columns in the data. :param fit_on_dev: whether to fit on the dev dataset. :param use_optuna: whether to activate the automated hyperparameter search (optuna-based). Note that setting this flag to `True` does not guarantee the search will run, rather, the speed criteria will be checked first (i.e., if a single iteration is too slow with respect to the time budget, the search will not take place). """ # noqa super().__init__(stop_after) self.target = target self.dtype_dict = dtype_dict self.fit_on_dev = fit_on_dev self.use_optuna = use_optuna self.target_encoder = target_encoder self.model = None self.positive_domain = False self.num_trials = 5 self.cv = 3 self.map = {} self.cls_dtypes = [dtype.categorical, dtype.binary, dtype.cat_tsarray] self.float_dtypes = [dtype.float, dtype.quantity, dtype.num_tsarray] self.num_dtypes = [dtype.integer] + self.float_dtypes self.supports_proba = dtype_dict[target] in self.cls_dtypes self.is_classifier = self.supports_proba self.stable = True def _multi_logloss(self, y_true: np.ndarray, y_pred: np.ndarray, eps: float = 1e-15): # ('evaluate model effects' not use this function) y_pred = np.clip(y_pred, eps, 1 - eps) score = np.mean([-math.log(y_pred[i][self.map[y]]) for i, y in enumerate(y_true)]) return score def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Fits the RandomForest model. :param train_data: encoded features for training dataset :param dev_data: encoded features for dev dataset """ started = time.time() log.info('Started fitting RandomForest model') output_dtype = self.dtype_dict[self.target] if output_dtype not in self.cls_dtypes + self.num_dtypes: log.error(f'RandomForest mixer not supported for type: {output_dtype}') raise Exception(f'RandomForest mixer not supported for type: {output_dtype}') # concat the data if fit on dev if self.fit_on_dev: train_data = ConcatedEncodedDs([train_data, dev_data]) # initialize the model init_params = { 'n_estimators': 50, 'max_depth': 5, 'bootstrap': True, 'n_jobs': -1, 'random_state': 0 } if self.is_classifier: X = train_data.get_encoded_data(include_target=False) Y = train_data.get_column_original_data(self.target) self.model = RandomForestClassifier(**init_params) self.model.fit(X, Y) # sample_weight self.map = {cat: idx for idx, cat in enumerate(self.model.classes_)} # for multi_logloss else: X = train_data.get_encoded_data(include_target=False) Y = train_data.get_encoded_column_data(self.target) self.model = RandomForestRegressor(**init_params) self.model.fit(X, Y) # sample_weight # optimize params metric, predict_method = (self._multi_logloss, 'predict_proba') if self.is_classifier \ else (mean_squared_error, 'predict') def objective(trial: trial_module.Trial): criterion = trial.suggest_categorical("criterion", "gini") if self.is_classifier else 'squared_error' params = { 'n_estimators': trial.suggest_int('n_estimators', 2, 512), 'criterion': criterion, } self.model.set_params(**params) y_pred = cross_val_predict(self.model, X, Y, cv=self.cv, method=predict_method) cv = check_cv(self.cv, Y, classifier=self.is_classifier) # score = np.mean([metric(np.array(Y)[val_idx], y_pred[val_idx]) for _, val_idx in cv.split(X, Y)]) return score elapsed = time.time() - started num_trials = max(min(int(self.stop_after / elapsed) - 2, self.num_trials), 0) if self.use_optuna: log.info(f'The number of trials (Optuna) is {num_trials}.') if self.use_optuna and num_trials > 0: init_score = metric(Y, getattr(self.model, predict_method)(X)) study = optuna.create_study(direction='minimize') study.optimize(objective, n_trials=num_trials) opt_model = clone(self.model) opt_model.set_params(**study.best_params) opt_model.fit(X, Y) optuna_score = metric(Y, getattr(opt_model, predict_method)(X)) log.info(f'init_score: {init_score}, optuna_score: {optuna_score}') if init_score <= optuna_score: self.model.set_params(**init_params) else: self.model = opt_model log.info(f'RandomForest parameters of the best trial: {study.best_params}') # evaluate model effects if self.fit_on_dev: log.info(f'RandomForest based correlation of (train data): {self.model.score(X, Y)}') X = dev_data.get_encoded_data(include_target=False) if self.is_classifier: Y = dev_data.get_column_original_data(self.target) else: Y = dev_data.get_encoded_column_data(self.target) log.info(f'RandomForest based correlation of (dev data): {self.model.score(X, Y)}') else: log.info(f'RandomForest based correlation of: {self.model.score(X, Y)}') def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: """ The RandomForest mixer does not support updates. If the model does not exist, a new one will be created and fitted. :param train_data: encoded features for (new) training dataset :param dev_data: encoded features for (new) dev dataset """ # noqa if self.model is None: self.fit(train_data, dev_data) def __call__(self, ds: EncodedDs, args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Call a trained RandomForest mixer to output predictions for the target column. :param ds: input data with values for all non-target columns. :param args: inference-time arguments (e.g. whether to output predicted labels or probabilities). :return: dataframe with predictions. """ data = ds.get_encoded_data(include_target=False).numpy() if self.is_classifier: predictions = self.model.predict_proba(data) decoded_predictions = self.model.classes_.take(np.argmax(predictions, axis=1), axis=0) else: predictions = self.model.predict(data) if predictions.ndim == 1: decoded_predictions = predictions else: decoded_predictions = self.target_encoder.decode(torch.Tensor(predictions)) if self.positive_domain: decoded_predictions = [max(0, p) for p in decoded_predictions] ydf = pd.DataFrame({'prediction': decoded_predictions}) if args.predict_proba and self.supports_proba: for idx, label in enumerate(self.model.classes_): ydf[f'__mdb_proba_{label}'] = predictions[:, idx] return ydf ================================================ FILE: lightwood/mixer/regression.py ================================================ from typing import Optional import torch import pandas as pd from scipy.special import softmax from sklearn.linear_model import Ridge from lightwood.helpers.log import log from type_infer.dtype import dtype from lightwood.mixer import BaseMixer from lightwood.encoder.base import BaseEncoder from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import ConcatedEncodedDs, EncodedDs class Regression(BaseMixer): """ The `Regression` mixer inherits from scikit-learn's `Ridge` class (https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html) This class performs Ordinary Least-squares Regression (OLS) under the hood; this means it fits a set of coefficients (w_1, w_2, ..., w_N) for an N-length feature vector, that minimize the difference between the predicted target value and the observed true value. This mixer intakes featurized (encoded) data to predict the target. It deploys if the target data-type is considered numerical/integer. """ # noqa model: Ridge label_map: dict supports_proba: bool def __init__(self, stop_after: float, target_encoder: BaseEncoder, dtype_dict: dict, target: str): """ :param stop_after: Maximum amount of seconds it should fit for, currently ignored :param target_encoder: The encoder which will be used to decode the target :param dtype_dict: A map of feature names and their data types :param target: Name of the target column """ # noqa super().__init__(stop_after) self.target_encoder = target_encoder self.target_dtype = dtype_dict[target] self.dtype_dict = dtype_dict self.supports_proba = self.target_dtype in [dtype.binary, dtype.categorical] self.label_map = {} self.stable = False def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Fits `Ridge` model on input feature data to provide predictions. :param train_data: Regression if fit on this :param dev_data: This just gets concatenated to the ``train_data`` """ if self.target_dtype not in (dtype.float, dtype.integer, dtype.quantity): raise Exception(f'Unspported {self.target_dtype} type for regression') if self.stop_after < len(train_data) * len(self.dtype_dict) / pow(10, 3): raise Exception(f'Insufficient time ({self.stop_after} seconds) to fit a linear regression on the data!') log.info('Fitting Linear Regression model') X = [] Y = [] for x, y in ConcatedEncodedDs([train_data, dev_data]): X.append(x.tolist()) Y.append(y.tolist()) if self.supports_proba: self.label_map = self.target_encoder.rev_map self.model = Ridge().fit(X, Y) log.info(f'Regression based correlation of: {self.model.score(X, Y)}') def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: """ Fits the linear regression on some data, this refits the model entirely rather than updating it :param train_data: Regression is fit on this :param dev_data: This just gets concatenated to the ``train_data`` """ self.fit(train_data, dev_data) def __call__(self, ds: EncodedDs, args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Make predictions based on datasource with the same features as the ones used for fitting :param ds: Predictions are generate from it :param arg: Any additional arguments used in predicting :returns: A dataframe cotaining the decoded predictions and (depending on the args) additional information such as the probabilites for each target class """ # noqa X = ds.get_encoded_data(include_target=False) Yh = self.model.predict(X) decoded_predictions = self.target_encoder.decode(torch.Tensor(Yh)) ydf = pd.DataFrame({'prediction': decoded_predictions}) if args.predict_proba and self.label_map: raw_predictions = softmax(Yh.squeeze(), axis=1) for idx, label in enumerate(self.target_encoder.rev_map.values()): ydf[f'__mdb_proba_{label}'] = raw_predictions[:, idx] return ydf ================================================ FILE: lightwood/mixer/sktime.py ================================================ import importlib from copy import deepcopy from datetime import datetime from typing import Dict, Union, Optional import optuna import numpy as np import pandas as pd from sktime.forecasting.compose import TransformedTargetForecaster from sktime.forecasting.base import ForecastingHorizon, BaseForecaster from sktime.performance_metrics.forecasting import MeanAbsolutePercentageError from sktime.forecasting.statsforecast import StatsForecastAutoARIMA as AutoARIMA from lightwood.helpers.log import log from lightwood.helpers.templating import _add_cls_kwarg from lightwood.mixer.base import BaseMixer from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs class SkTime(BaseMixer): forecaster: str horizon: int target: str supports_proba: bool model_path: str hyperparam_search: bool def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], horizon: int, ts_analysis: Dict, model_path: str = None, model_kwargs: Optional[dict] = None, auto_size: bool = True, sp: int = None, hyperparam_search: bool = True, use_stl: bool = False ): """ This mixer is a wrapper around the popular time series library sktime. It exhibits different behavior compared to other forecasting mixers, as it predicts based on indices in a forecasting horizon that is defined with respect to the last seen data point at training time. Due to this, the mixer tries to "fit_on_all" so that the latest point in the validation split marks the difference between training data and where forecasts will start. In practice, you need to specify how much time has passed since the aforementioned timestamp for correct forecasts. By default, it is assumed that predictions are for the very next timestamp post-training. If the task has groups (i.e. 'TimeseriesSettings.group_by' is not empty), the mixer will spawn one forecaster object per each different group observed at training time, plus an additional default forecaster fit with all data. There is an optuna-based automatic hyperparameter search. For now, it considers selecting the forecaster type based on the global SMAPE error across all groups. :param stop_after: time budget in seconds. :param target: column to forecast. :param dtype_dict: dtypes of all columns in the data. :param horizon: length of forecasted horizon. :param sp: seasonality period to enforce (instead of automatic inference done at the `ts_analysis` module) :param ts_analysis: dictionary with miscellaneous time series info, as generated by 'lightwood.data.timeseries_analyzer'. :param model_path: sktime forecaster to use as underlying model(s). Should be a string with format "$module.$class' where '$module' is inside `sktime.forecasting`. Default is 'arima.AutoARIMA'. :param model_kwargs: specifies additional paramters to pass to the model if model_path is provided. :param hyperparam_search: bool that indicates whether to perform the hyperparameter tuning or not. :param auto_size: whether to filter out old data points if training split is bigger than a certain threshold (defined by the dataset sampling frequency). Enabled by default to avoid long training times in big datasets. :param use_stl: Whether to use de-trenders and de-seasonalizers fitted in the timeseries analysis phase. """ # noqa super().__init__(stop_after) assert ts_analysis['tss'].horizon > 1, log.error("Horizon must be greater than 1 when using the SkTime Mixer!") self.stable = False self.prepared = False self.supports_proba = False self.target = target self.name = 'AutoSKTime' default_possible_models = [ 'croston.Croston', 'theta.ThetaForecaster', 'trend.STLForecaster', 'trend.PolynomialTrendForecaster', ] self.dtype_dict = dtype_dict self.ts_analysis = ts_analysis self.horizon = horizon self.sp = sp self.grouped_by = ['__default'] if not ts_analysis['tss'].group_by else ts_analysis['tss'].group_by self.auto_size = auto_size self.cutoff_factor = 4 # times the detected maximum seasonal period self.use_stl = use_stl # optuna hyperparameter tuning self.models = {} self.cutoffs = {} # last seen timestamp per each model self.study = None self.hyperparam_dict = {} self.model_path = model_path if model_path else 'trend.STLForecaster' self.model_kwargs = model_kwargs if model_kwargs else {} self.hyperparam_search = hyperparam_search self.trial_error_fn = MeanAbsolutePercentageError(symmetric=True) self.possible_models = default_possible_models if not model_path else [model_path] self.n_trials = len(self.possible_models) self.freq = self._get_freq(self.ts_analysis['deltas']['__default']) # sktime forecast horizon object is made relative to the end of the latest data point seen at training time # the default assumption is to forecast the next `self.horizon` after said data point self.fh = ForecastingHorizon(np.arange(1, self.horizon + 1), is_relative=True) def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Fits a set of sktime forecasters. The number of models depends on how many groups are observed at training time. Forecaster type can be specified by providing the `model_class` argument in `__init__()`. It can also be determined by hyperparameter optimization based on dev data validation error. """ # noqa log.info(f'Started fitting {self.name} forecaster for array prediction') if self.hyperparam_search: search_space = {'class': self.possible_models} self.study = optuna.create_study(direction='minimize', sampler=optuna.samplers.GridSampler(search_space)) self.study.optimize(lambda trial: self._get_best_model(trial, train_data, dev_data), n_trials=self.n_trials) data = ConcatedEncodedDs([train_data, dev_data]) self._fit(data) else: data = ConcatedEncodedDs([train_data, dev_data]) self._fit(data) def _fit(self, data): """ Internal method that fits forecasters to a given dataframe. """ df = data.data_frame.sort_values(by=f'__mdb_original_{self.ts_analysis["tss"].order_by}') gby = self.ts_analysis['tss'].group_by if not self.hyperparam_search and not self.study: module_name = self.model_path else: finished_study = sum([int(trial.state.is_finished()) for trial in self.study.trials]) == self.n_trials if finished_study: log.info(f'Selected best model: {self.study.best_params["class"]}') module_name = self.study.best_params['class'] else: module_name = self.hyperparam_dict['class'] # select active optuna choice sktime_module = importlib.import_module('.'.join(['sktime', 'forecasting', module_name.split(".")[0]])) try: model_class = getattr(sktime_module, module_name.split(".")[1]) except AttributeError: model_class = AutoARIMA # use AutoARIMA when the provided class does not exist grouped = df.groupby(by=gby) if gby else df.groupby(lambda x: '__default') for group, series_data in grouped: kwargs = {} sp = self.sp if self.sp else self.ts_analysis['periods'].get(group, [1])[0] options = self.model_kwargs options['sp'] = sp # seasonality period options['suppress_warnings'] = True # ignore warnings if possible options['error_action'] = 'raise' # avoids fit() failing silently if self.model_path == 'fbprophet.Prophet': options['freq'] = self.freq for k, v in options.items(): kwargs = _add_cls_kwarg(model_class, kwargs, k, v) model_pipeline = [] if self.use_stl and self.ts_analysis['stl_transforms'].get(group, False): model_pipeline.insert(0, ("detrender", self.ts_analysis['stl_transforms'][group]["transformer"].detrender)) model_pipeline.insert(0, ("deseasonalizer", self.ts_analysis['stl_transforms'][group]["transformer"].deseasonalizer)) kwargs['sp'] = None model_pipeline.append(("forecaster", model_class(**kwargs))) self.models[group] = TransformedTargetForecaster(model_pipeline) oby_col = self.ts_analysis['tss'].order_by if self.grouped_by == ['__default']: series_oby = df[oby_col] else: series_oby = series_data[oby_col] self.cutoffs[group] = series_oby.index[-1] # defines the 'present' time for each partition series = series_data[self.target] if series_data.size > self.ts_analysis['tss'].window: series = series.sort_index(ascending=True) series = series.reset_index(drop=True) series = series.loc[~pd.isnull(series.values)] # remove NaN # @TODO: benchmark imputation vs this? if self.model_path == 'fbprophet.Prophet': try: series = self._transform_index_to_datetime(series, series_oby, options['freq']) except Exception: if group == '__default': # out of bounds with true freq in __default group is fine, we skip it continue series = series.astype(float) # if data is huge, filter out old records for quicker fitting if self.auto_size: cutoff = min(len(series), max(500, options.get('sp', 1) * self.cutoff_factor)) series = series.iloc[-cutoff:] try: self.models[group].fit(series, fh=self.fh) except Exception: self.models[group] = model_class() # with default options (i.e. no seasonality, among others) self.models[group].fit(series, fh=self.fh) def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: """ Note: sktime asks for "specification of the time points for which forecasts are requested", and this mixer complies by assuming forecasts will start immediately after the last observed value. Because of this, `ProblemDefinition.fit_on_all` is set to True so that `partial_fit` uses both `dev` and `test` splits to fit the models. Due to how lightwood implements the `update` procedure, expected inputs for this method are: :param dev_data: original `test` split (used to validate and select model if ensemble is `BestOf`). :param train_data: concatenated original `train` and `dev` splits. """ # noqa self.hyperparam_search = False self.fit(dev_data, train_data) self.prepared = True def __call__(self, ds: Union[EncodedDs, ConcatedEncodedDs], args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Calls the mixer to emit forecasts. If there are groups that were not observed at training, a default forecaster (trained on all available data) is used, warning the user that performance might not be optimal. Latest data point in `train_data` passed to `fit()` determines the starting point for predictions. Relative offsets will be automatically determined when predicting for other starting points. """ # noqa if args.predict_proba: log.warning('This mixer does not output probability estimates') df = deepcopy(ds.data_frame) df = df.rename_axis('__sktime_index').reset_index() gby = self.ts_analysis['tss'].group_by ydf = pd.DataFrame(0, # zero-filled index=df.index, columns=['prediction'], dtype=object) pending_idxs = set(df.index) grouped = df.groupby(by=gby) if gby else df.groupby(lambda x: '__default') for group, series_data in grouped: if series_data.size > 0: start_ts = series_data['__sktime_index'].iloc[0] series = series_data[self.target] series_idxs = series.index if self.models.get(group, False) and self.models[group].is_fitted: freq = self.ts_analysis['deltas'][group] delta = (start_ts - self.cutoffs[group]).total_seconds() offset = round(delta / freq) forecaster = self.models[group] ydf = self._call_groupmodel(ydf, forecaster, series, offset=offset) else: log.warning(f"Applying naive forecaster for novel group {group}. Performance might not be optimal.") ydf = self._call_default(ydf, series.values, series_idxs) pending_idxs -= set(series_idxs) # apply default model in all remaining novel-group rows if len(pending_idxs) > 0: series = df[self.target][list(pending_idxs)].squeeze() ydf = self._call_default(ydf, series, list(pending_idxs)) return ydf[['prediction']] def _call_groupmodel(self, ydf: pd.DataFrame, model: BaseForecaster, series: pd.Series, offset: int = 0): """ Inner method that calls a `sktime.BaseForecaster`. :param offset: indicates relative offset to the latest data point seen during model training. Cannot be less than the number of training data points + the amount of diffences applied internally by the model. """ # noqa if isinstance(model, TransformedTargetForecaster): submodel = model.steps_[-1][-1] else: submodel = model min_offset = -len(submodel._y) + 1 if hasattr(submodel, 'd'): model_d = 0 if submodel.d is None else submodel.d min_offset += model_d start = max(offset, min_offset) end = start + series.shape[0] + self.horizon # Workaround for StatsForecastAutoARIMA (see sktime#3600) if isinstance(submodel, AutoARIMA): all_preds = model.predict(np.arange(min_offset, end)).tolist()[-(end - start):] else: all_preds = model.predict(np.arange(start, end)).tolist() for true_idx, (idx, _) in enumerate(series.items()): start_idx = max(0, true_idx) end_idx = start_idx + self.horizon ydf['prediction'].loc[idx] = all_preds[start_idx:end_idx] return ydf def _call_default(self, ydf, data, idxs): # last value from each window equals shifted target (by 1) # noqa series = np.array([0] + list(data.flatten())[:-1]) all_preds = [[value for _ in range(self.horizon)] for value in series] ydf['prediction'].iloc[idxs] = all_preds return ydf def _get_best_model(self, trial, train_data, test_data): """ Helper function for Optuna hyperparameter optimization. For now, it uses dev data split to find the best model out of the list specified in self.possible_models. """ self.hyperparam_dict = { 'class': trial.suggest_categorical('class', self.possible_models) } log.info(f'Starting trial with hyperparameters: {self.hyperparam_dict}') try: self._fit(train_data) y_true = test_data.data_frame[self.target].values[:self.horizon] y_pred = pd.DataFrame(self(test_data)['prediction'].iloc[0][:len(y_true)]) error = self.trial_error_fn(y_true, y_pred) except Exception as e: log.debug(e) error = np.inf log.info(f'Trial got error: {error}') return error def _transform_index_to_datetime(self, series, series_oby, freq): series_oby = np.array([np.array(lst) for lst in series_oby]) start = datetime.utcfromtimestamp(np.min(series_oby[series_oby != np.min(series_oby)])) series.index = pd.date_range(start=start, freq=freq, normalize=False, periods=series.shape[0]) return series def _get_freq(self, delta): labels = ['S', 'T', 'H', 'D', 'W', 'M', 'Q', 'Y'] secs = [1, 60, 60 * 60, 60 * 60 * 24, 60 * 60 * 24 * 7, 60 * 60 * 24 * 7 * 4, 60 * 60 * 24 * 7 * 4 * 3, 60 * 60 * 24 * 7 * 4 * 12] min_diff = np.argmin(np.abs(np.array(secs) - delta)) return labels[min_diff] ================================================ FILE: lightwood/mixer/tabtransformer.py ================================================ from typing import Dict, Optional import torch from tab_transformer_pytorch import TabTransformer from lightwood.helpers.device import get_device_from_name from lightwood.data.encoded_ds import EncodedDs from lightwood.encoder.base import BaseEncoder from lightwood.mixer.neural import Neural class TabTransformerMixer(Neural): def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], target_encoder: BaseEncoder, fit_on_dev: bool, search_hyperparameters: bool, train_args: Optional[dict] = None ): """ This mixer trains a TabTransformer network (FT variant), using concatenated encoder outputs for each dataset feature as input, to predict the encoded target column representation as output. Training logic is based on the Neural mixer, please refer to it for more details on each input parameter. """ # noqa self.train_args = train_args if train_args else {} super().__init__( stop_after, target, dtype_dict, target_encoder, 'FTTransformer', False, # fit_on_dev search_hyperparameters, n_epochs=self.train_args.get('n_epochs', None) ) self.lr = self.train_args.get('lr') self.stable = False # still experimental def _init_net(self, ds: EncodedDs): self.net_class = TabTransformer self.model = TabTransformer( categories=(), # unused, everything is numerical by now num_continuous=len(ds[0][0]), dim=self.train_args.get('dim', 32), dim_out=self.train_args.get('dim_out', len(ds[0][1])), depth=self.train_args.get('depth', 6), heads=self.train_args.get('heads', 8), attn_dropout=self.train_args.get('attn_dropout', 0.1), # post-attention dropout ff_dropout=self.train_args.get('ff_dropout', 0.1), # feed forward dropout mlp_hidden_mults=self.train_args.get('mlp_hidden_mults', (4, 2)), # relative multiples of each hidden dimension of the last mlp to logits # noqa # mlp_act=self.train_args.get('mlp_act', nn.ReLU()), # TODO: import str from nn activations ) self.model.device = get_device_from_name('') self.model.to(self.model.device) def _net_call(self, x: torch.Tensor) -> torch.Tensor: x = torch.unsqueeze(x, 0) if len(x.shape) < 2 else x return self.model(torch.Tensor(), x) def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Skip the usual partial_fit call at the end. """ # noqa self._fit(train_data, dev_data) ================================================ FILE: lightwood/mixer/unit.py ================================================ from typing import List, Optional import torch import pandas as pd from lightwood.helpers.log import log from lightwood.mixer.base import BaseMixer from lightwood.encoder.base import BaseEncoder from lightwood.data.encoded_ds import EncodedDs from lightwood.api.types import PredictionArguments class Unit(BaseMixer): def __init__(self, stop_after: float, target_encoder: BaseEncoder): """ The "Unit" mixer serves as a simple wrapper around a target encoder, essentially borrowing the encoder's functionality for predictions. In other words, it simply arg-maxes the output of the encoder Used with encoders that already fine-tune on the targets (namely, pre-trained text ML models). Attributes: :param target_encoder: An instance of a Lightwood BaseEncoder. This encoder is used to decode predictions. :param stop_after (float): Time budget (in seconds) to train this mixer. """ # noqa super().__init__(stop_after) self.target_encoder = target_encoder self.supports_proba = False self.stable = True def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: log.info("Unit mixer does not require training, it passes through predictions from its encoders.") def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: pass def __call__(self, ds: EncodedDs, args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Makes predictions using the provided EncodedDs dataset. Mixer decodes predictions using the target encoder and returns them in a pandas DataFrame. :returns ydf (pd.DataFrame): a data frame containing the decoded predictions. """ if args.predict_proba: # @TODO: depending on the target encoder, this might be enabled log.warning('This model does not output probability estimates') decoded_predictions: List[object] = [] for X, _ in ds: decoded_prediction = self.target_encoder.decode(torch.unsqueeze(X, 0)) decoded_predictions.extend(decoded_prediction) ydf = pd.DataFrame({"prediction": decoded_predictions}) return ydf ================================================ FILE: lightwood/mixer/xgboost.py ================================================ from typing import Dict, List, Optional, Union import time import torch import optuna import xgboost as xgb import numpy as np import pandas as pd from sklearn.preprocessing import OrdinalEncoder from type_infer.dtype import dtype from lightwood.helpers.log import log from lightwood.helpers.parallelism import get_nr_procs from lightwood.mixer.base import BaseMixer from lightwood.encoder.base import BaseEncoder from lightwood.api.types import PredictionArguments from lightwood.data.encoded_ds import EncodedDs optuna.logging.set_verbosity(optuna.logging.CRITICAL) def check_gpu_support(): try: from sklearn.datasets import load_iris from sklearn.model_selection import train_test_split data = load_iris() x, _, y, _ = train_test_split(data['data'], data['target'], test_size=.2) bst = xgb.XGBClassifier(n_estimators=2, max_depth=2, learning_rate=1, objective='binary:logistic', tree_method='gpu_hist', gpu_id=0) bst.fit(x, y) return True except xgb.core.XGBoostError: return False class XGBoostMixer(BaseMixer): model: Union[xgb.XGBClassifier, xgb.XGBRegressor] ordinal_encoder: OrdinalEncoder label_set: List[str] max_bin: int device: torch.device device_str: str num_iterations: int use_optuna: bool supports_proba: bool """ Gradient boosting mixer with an XGBoost backbone. This mixer is a good all-rounder, due to the generally great performance of tree-based ML algorithms for supervised learning tasks with tabular data. If you want more information regarding the techniques that set apart XGBoost from other gradient boosters, please refer to their technical paper: "XGBoost: A Scalable Tree Boosting System" (2016). We can basically think of this mixer as a wrapper to the XGBoost Python package. To do so, there are a few caveats the user may want to be aware about: * If you seek GPU utilization, XGBoost must be compiled from source instead of being installed through `pip`. * Integer, float, and quantity `dtype`s are treated as regression tasks with `reg:squarederror` loss. All other supported `dtype`s is casted as a multiclass task with `multi:softmax` loss. * A partial fit can be performed with the `dev` data split as part of `fit`, if specified with the `fit_on_dev` argument. There are a couple things in the backlog that will hopefully be added soon: * An automatic optuna-based hyperparameter search. This procedure triggers when a single iteration of XGBoost is deemed fast enough (given the time budget). * Support for "unknown class" as a possible answer for multiclass tasks. """ # noqa def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], input_cols: List[str], fit_on_dev: bool, use_optuna: bool, target_encoder: BaseEncoder): """ :param stop_after: time budget in seconds. :param target: name of the target column that the mixer will learn to predict. :param dtype_dict: dictionary with dtypes of all columns in the data. :param input_cols: list of column names. :param fit_on_dev: whether to perform a `partial_fit()` at the end of `fit()` using the `dev` data split. :param use_optuna: whether to activate the automated hyperparameter search (optuna-based). Note that setting this flag to `True` does not guarantee the search will run, rather, the speed criteria will be checked first (i.e., if a single iteration is too slow with respect to the time budget, the search will not take place). """ # noqa super().__init__(stop_after) self.model = None self.ordinal_encoder = None self.positive_domain = False self.label_set = [] self.target = target self.dtype_dict = dtype_dict self.input_cols = input_cols self.use_optuna = use_optuna self.params = {} self.fit_on_dev = fit_on_dev self.cls_dtypes = [dtype.categorical, dtype.binary, dtype.cat_tsarray] self.float_dtypes = [dtype.float, dtype.quantity, dtype.num_tsarray] self.num_dtypes = [dtype.integer] + self.float_dtypes self.supports_proba = dtype_dict[target] in self.cls_dtypes self.stable = True self.target_encoder = target_encoder gpu_works = check_gpu_support() if not gpu_works: self.device = torch.device('cpu') self.device_str = 'cpu' log.warning('XGBoost running on CPU') else: self.device = torch.device('cuda') self.device_str = 'gpu' self.max_bin = 255 def _to_dataset(self, ds: EncodedDs, output_dtype: str, mode='train'): """ Helper method to wrangle a datasource into the format that the underlying model requires. :param ds: EncodedDS that contains the dataframe to transform. :param output_dtype: :return: modified `data` object that conforms to XGBoost's expected format. """ # noqa data = None for input_col in self.input_cols: if data is None: data = ds.get_encoded_column_data(input_col).to(self.device) else: enc_col = ds.get_encoded_column_data(input_col).to(self.device) data = torch.cat((data, enc_col.to(self.device)), 1) data = data.cpu().numpy() if mode in ('train', 'dev'): weights = [] label_data = ds.get_column_original_data(self.target) if output_dtype in self.cls_dtypes: if mode == 'train': self.ordinal_encoder = OrdinalEncoder() self.label_set = list(set(label_data)) self.ordinal_encoder.fit(np.array(list(self.label_set)).reshape(-1, 1)) filtered_label_data = [] for x in label_data: if x in self.label_set: filtered_label_data.append(x) weight_map = getattr(self.target_encoder, 'target_weights', None) if weight_map is not None: weights = [weight_map[x] for x in label_data] label_data = self.ordinal_encoder.transform(np.array(filtered_label_data).reshape(-1, 1)).flatten() elif output_dtype in self.num_dtypes: weight_map = getattr(self.target_encoder, 'target_weights', None) if weight_map is not None: target_encoder = ds.encoders[self.target] # get the weights from the numeric target encoder weights = target_encoder.get_weights(label_data) if output_dtype in self.float_dtypes: label_data = label_data.astype(float) elif output_dtype == dtype.integer: label_data = label_data.clip(-pow(2, 63), pow(2, 63)).astype(int) return data, label_data, weights else: return data def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: """ Fits the XGBoost model. :param train_data: encoded features for training dataset :param dev_data: encoded features for dev dataset """ started = time.time() log.info('Started fitting XGBoost model') self.fit_data_len = len(train_data) self.positive_domain = getattr(train_data.encoders.get(self.target, None), 'positive_domain', False) output_dtype = self.dtype_dict[self.target] if output_dtype not in self.cls_dtypes + self.num_dtypes: log.error(f'XGBoost mixer not supported for type: {output_dtype}') raise Exception(f'XGBoost mixer not supported for type: {output_dtype}') else: objective = 'reg:squarederror' if output_dtype in self.num_dtypes else 'multi:softprob' metric = 'rmse' if output_dtype in self.num_dtypes else 'mlogloss' self.params = { 'objective': objective, 'eval_metric': metric, 'n_jobs': get_nr_procs(train_data.data_frame), 'process_type': 'default', # normal training 'verbosity': 0, 'early_stopping_rounds': 5 # 'device_type': self.device_str, # TODO } # Prepare the data train_dataset, train_labels, train_weights = self._to_dataset(train_data, output_dtype, mode='train') dev_dataset, dev_labels, dev_weights = self._to_dataset(dev_data, output_dtype, mode='dev') if output_dtype not in self.num_dtypes: self.all_classes = self.ordinal_encoder.categories_[0] self.params['num_class'] = self.all_classes.size model_class = xgb.XGBClassifier else: model_class = xgb.XGBRegressor # Determine time per iterations start = time.time() self.params['n_estimators'] = 1 with xgb.config_context(verbosity=0): self.model = model_class(**self.params) if train_weights is not None and dev_weights is not None: self.model.fit(train_dataset, train_labels, sample_weight=train_weights, eval_set=[(dev_dataset, dev_labels)], sample_weight_eval_set=[dev_weights]) else: self.model.fit(train_dataset, train_labels, eval_set=[(dev_dataset, dev_labels)]) end = time.time() seconds_for_one_iteration = max(0.1, end - start) self.stop_after = max(1, self.stop_after - (time.time() - started)) # Determine nr of iterations log.info(f'A single GBM iteration takes {seconds_for_one_iteration} seconds') self.num_iterations = int(self.stop_after * 0.8 / seconds_for_one_iteration) # TODO: Turn on grid search if training doesn't take too long using it # kwargs = {} # if self.use_optuna and self.num_iterations >= 200: # model_generator = None # kwargs['time_budget'] = self.stop_after * 0.4 # self.num_iterations = int(self.num_iterations / 2) # kwargs['optuna_seed'] = 0 # else: # model_generator = None # Train the models log.info( f'Training XGBoost with {self.num_iterations} iterations given {self.stop_after} seconds constraint') # noqa if self.num_iterations < 1: self.num_iterations = 1 self.params['n_estimators'] = int(self.num_iterations) # TODO: reinstance these on each run! keep or use via eval_set in fit()? # self.params['callbacks'] = [(train_dataset, 'train'), (dev_dataset, 'eval')] with xgb.config_context(verbosity=0): self.model = model_class(**self.params) if train_weights is not None and dev_weights is not None: self.model.fit(train_dataset, train_labels, sample_weight=train_weights, eval_set=[(dev_dataset, dev_labels)], sample_weight_eval_set=[dev_weights]) else: self.model.fit(train_dataset, train_labels, eval_set=[(dev_dataset, dev_labels)]) if self.fit_on_dev: self.partial_fit(dev_data, train_data) def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: # TODO: https://xgboost.readthedocs.io/en/stable/python/python_api.html#module-xgboost.sklearn # To resume training from a previous checkpoint, explicitly pass xgb_model argument. log.info('XGBoost mixer does not have a `partial_fit` implementation') def __call__(self, ds: EncodedDs, args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: """ Call a trained XGBoost mixer to output predictions for the target column. :param ds: input data with values for all non-target columns. :param args: inference-time arguments (e.g. whether to output predicted labels or probabilities). :return: dataframe with predictions. """ # noqa output_dtype = self.dtype_dict[self.target] xgbdata = self._to_dataset(ds, self.dtype_dict[self.target], mode='predict') with xgb.config_context(verbosity=0): if output_dtype in self.num_dtypes: raw_predictions = self.model.predict(xgbdata) else: raw_predictions = self.model.predict_proba(xgbdata) if self.ordinal_encoder is not None: decoded_predictions = self.ordinal_encoder.inverse_transform( np.argmax(raw_predictions, axis=1).reshape(-1, 1)).flatten() else: decoded_predictions = raw_predictions if self.positive_domain: decoded_predictions = [max(0, p) for p in decoded_predictions] ydf = pd.DataFrame({'prediction': decoded_predictions}) if args.predict_proba and self.ordinal_encoder is not None: for idx, label in enumerate(self.ordinal_encoder.categories_[0].tolist()): ydf[f'__mdb_proba_{label}'] = raw_predictions[:, idx] return ydf ================================================ FILE: lightwood/mixer/xgboost_array.py ================================================ from typing import Dict, List, Union, Optional from copy import deepcopy import numpy as np import pandas as pd from lightwood.helpers.log import log from lightwood.encoder.base import BaseEncoder from lightwood.mixer.base import BaseMixer from lightwood.mixer.xgboost import XGBoostMixer from lightwood.api.types import PredictionArguments, TimeseriesSettings from lightwood.data.encoded_ds import EncodedDs, ConcatedEncodedDs class XGBoostArrayMixer(BaseMixer): """XGBoost-based model, intended for usage in forecasting tasks.""" models: List[XGBoostMixer] submodel_stop_after: float target: str supports_proba: bool ts_analysis: Dict tss: TimeseriesSettings def __init__( self, stop_after: float, target: str, dtype_dict: Dict[str, str], input_cols: List[str], fit_on_dev: bool, target_encoder: BaseEncoder, ts_analysis: Dict[str, object], use_stl: bool, tss: TimeseriesSettings ): super().__init__(stop_after) self.tss = tss self.horizon = tss.horizon self.submodel_stop_after = stop_after / self.horizon self.target = target self.offset_pred_cols = [f'{self.target}_timestep_{i}' for i in range(1, self.horizon)] if set(input_cols) != {self.tss.order_by}: input_cols.remove(self.tss.order_by) for col in self.offset_pred_cols: dtype_dict[col] = dtype_dict[self.target] self.models = [XGBoostMixer(self.submodel_stop_after, target_col, dtype_dict, input_cols, False, # fit_on_dev, False, # use_optuna target_encoder) for _, target_col in zip(range(self.horizon), [target] + self.offset_pred_cols)] self.ts_analysis = ts_analysis self.supports_proba = False self.use_stl = False self.stable = False def _fit(self, train_data: EncodedDs, dev_data: EncodedDs, submodel_method='fit') -> None: original_train = deepcopy(train_data.data_frame) original_dev = deepcopy(dev_data.data_frame) for timestep in range(self.horizon): getattr(self.models[timestep], submodel_method)(train_data, dev_data) # restore dfs train_data.data_frame = original_train dev_data.data_frame = original_dev def fit(self, train_data: EncodedDs, dev_data: EncodedDs) -> None: log.info('Started fitting LGBM models for array prediction') self._fit(train_data, dev_data, submodel_method='fit') def partial_fit(self, train_data: EncodedDs, dev_data: EncodedDs, args: Optional[dict] = None) -> None: log.info('Updating array of LGBM models...') self._fit(train_data, dev_data, submodel_method='partial_fit') def __call__(self, ds: Union[EncodedDs, ConcatedEncodedDs], args: PredictionArguments = PredictionArguments()) -> pd.DataFrame: if args.predict_proba: log.warning('This model does not output probability estimates') original_df = deepcopy(ds.data_frame) length = sum(ds.encoded_ds_lengths) if isinstance(ds, ConcatedEncodedDs) else len(ds) ydf = pd.DataFrame(0, # zero-filled index=np.arange(length), columns=[f'prediction_{i}' for i in range(self.horizon)]) for timestep in range(self.horizon): ydf[f'prediction_{timestep}'] = self.models[timestep](ds, args)['prediction'].values if self.models[0].positive_domain: ydf = ydf.clip(0) ydf['prediction'] = ydf.values.tolist() ds.data_frame = original_df return ydf[['prediction']] ================================================ FILE: pyproject.toml ================================================ [build-system] requires = ["poetry-core"] build-backend = "poetry.core.masonry.api" [tool.poetry] name = "lightwood" version = "25.12.1.0" description = "Lightwood is Legos for Machine Learning." authors = ["MindsDB Inc."] license = "GPL-3.0-only" readme = "README.md" [tool.poetry.dependencies] python = ">=3.10,<3.14" type_infer = "0.0.26" dataprep_ml = "0.0.26" mindsdb-evaluator = "0.0.21" numpy = "^2" nltk = ">=3.9" pandas = "2.2.3" torch = "~2.8.0" requests = "2.32.4" transformers = ">=4.48.0" optuna = ">=3.6.2,<4.0.0" optuna-integration = ">=3.6.0,<4.0.0" scipy = ">=1.5.4" psutil = "^7.0" scikit-learn = "==1.5.2" dataclasses_json = ">=0.5.4" dill = "==0.3.6" sktime = "==0.34.0" statsforecast = "~=1.6.0" torch_optimizer = "==0.1.0" black = "==24.3.0" typing_extensions = ">= 4.8.0" colorlog = "==6.5.0" xgboost = ">=1.6.0, <=1.8.0" tab-transformer-pytorch = ">= 0.2.1" # dependencies for optional packages autopep8 = {version = ">=1.5.7", optional = true} flake8 = {version = ">=6.0.0", optional = true} librosa = {version = "==0.8.1", optional = true} lightgbm = {version = ">=4.6.0,<4.7.0", optional = true} pystan = {version = "==2.19.1.1", optional = true} prophet = {version = "==1.1", optional = true} neuralforecast = {version = ">=1.6.4,<1.7.0", optional = true} torchvision = {version = ">=0.15.0", optional = true} pillow = {version = ">=10.3.0", optional = true} qiskit = {version = "==1.4.2", optional = true} shap = {version = ">=0.40.0", optional = true} pyod = {version = "==1.0.4", optional = true} suod = {version = ">=0.1.3", optional = true} [tool.poetry.extras] dev = [ "autopep8", "flake8", ] audio = [ "librosa", ] extra = [ "lightgbm", ] extra_ts = [ "pystan", "prophet", "neuralforecast", ] image = [ "torchvision", "pillow", ] quantum = [ "qiskit", ] xai = [ "shap", "pyod", "suod", ] ================================================ FILE: tests/__init__.py ================================================ ================================================ FILE: tests/data/airline_sentiment.csv ================================================ tweet_id,airline_sentiment,airline_sentiment_confidence,negativereason,negativereason_confidence,airline,airline_sentiment_gold,name,negativereason_gold,retweet_count,text,tweet_coord,tweet_created,tweet_location,user_timezone 570306133677760513,neutral,1.0,,,Virgin America,,cairdin,,0,@VirginAmerica What @dhepburn said.,,2015-02-24 11:35:52 -0800,,Eastern Time (US & Canada) 570301130888122368,positive,0.3486,,0.0,Virgin America,,jnardino,,0,@VirginAmerica plus you've added commercials to the experience... tacky.,,2015-02-24 11:15:59 -0800,,Pacific Time (US & Canada) 570301083672813571,neutral,0.6837,,,Virgin America,,yvonnalynn,,0,@VirginAmerica I didn't today... Must mean I need to take another trip!,,2015-02-24 11:15:48 -0800,Lets Play,Central Time (US & Canada) 570301031407624196,negative,1.0,Bad Flight,0.7033,Virgin America,,jnardino,,0,"@VirginAmerica it's really aggressive to blast obnoxious ""entertainment"" in your guests' faces & they have little recourse",,2015-02-24 11:15:36 -0800,,Pacific Time (US & Canada) 570300817074462722,negative,1.0,Can't Tell,1.0,Virgin America,,jnardino,,0,@VirginAmerica and it's a really big bad thing about it,,2015-02-24 11:14:45 -0800,,Pacific Time (US & Canada) 570300767074181121,negative,1.0,Can't Tell,0.6842,Virgin America,,jnardino,,0,"@VirginAmerica seriously would pay $30 a flight for seats that didn't have this playing. it's really the only bad thing about flying VA",,2015-02-24 11:14:33 -0800,,Pacific Time (US & Canada) 570300616901320704,positive,0.6745,,0.0,Virgin America,,cjmcginnis,,0,"@VirginAmerica yes, nearly every time I fly VX this “ear worm” won’t go away :)",,2015-02-24 11:13:57 -0800,San Francisco CA,Pacific Time (US & Canada) 570300248553349120,neutral,0.634,,,Virgin America,,pilot,,0,"@VirginAmerica Really missed a prime opportunity for Men Without Hats parody, there. https://t.co/mWpG7grEZP",,2015-02-24 11:12:29 -0800,Los Angeles,Pacific Time (US & Canada) 570299953286942721,positive,0.6559,,,Virgin America,,dhepburn,,0,"@virginamerica Well, I didn't…but NOW I DO! :-D",,2015-02-24 11:11:19 -0800,San Diego,Pacific Time (US & Canada) 570295459631263746,positive,1.0,,,Virgin America,,YupitsTate,,0,"@VirginAmerica it was amazing, and arrived an hour early. You're too good to me.",,2015-02-24 10:53:27 -0800,Los Angeles,Eastern Time (US & Canada) 570294189143031808,neutral,0.6769,,0.0,Virgin America,,idk_but_youtube,,0,@VirginAmerica did you know that suicide is the second leading cause of death among teens 10-24,,2015-02-24 10:48:24 -0800,1/1 loner squad,Eastern Time (US & Canada) 570289724453216256,positive,1.0,,,Virgin America,,HyperCamiLax,,0,@VirginAmerica I <3 pretty graphics. so much better than minimal iconography. :D,,2015-02-24 10:30:40 -0800,NYC,America/New_York 570289584061480960,positive,1.0,,,Virgin America,,HyperCamiLax,,0,@VirginAmerica This is such a great deal! Already thinking about my 2nd trip to @Australia & I haven't even gone on my 1st trip yet! ;p,,2015-02-24 10:30:06 -0800,NYC,America/New_York 570287408438120448,positive,0.6451,,,Virgin America,,mollanderson,,0,@VirginAmerica @virginmedia I'm flying your #fabulous #Seductive skies again! U take all the #stress away from travel http://t.co/ahlXHhKiyn,,2015-02-24 10:21:28 -0800,,Eastern Time (US & Canada) 570285904809598977,positive,1.0,,,Virgin America,,sjespers,,0,@VirginAmerica Thanks!,,2015-02-24 10:15:29 -0800,"San Francisco, CA",Pacific Time (US & Canada) 570282469121007616,negative,0.6842,Late Flight,0.3684,Virgin America,,smartwatermelon,,0,@VirginAmerica SFO-PDX schedule is still MIA.,,2015-02-24 10:01:50 -0800,"palo alto, ca",Pacific Time (US & Canada) 570277724385734656,positive,1.0,,,Virgin America,,ItzBrianHunty,,0,@VirginAmerica So excited for my first cross country flight LAX to MCO I've heard nothing but great things about Virgin America. #29DaysToGo,,2015-02-24 09:42:59 -0800,west covina,Pacific Time (US & Canada) 570276917301137409,negative,1.0,Bad Flight,1.0,Virgin America,,heatherovieda,,0,@VirginAmerica I flew from NYC to SFO last week and couldn't fully sit in my seat due to two large gentleman on either side of me. HELP!,,2015-02-24 09:39:46 -0800,this place called NYC,Eastern Time (US & Canada) 570270684619923457,positive,1.0,,,Virgin America,,thebrandiray,,0,I ❤️ flying @VirginAmerica. ☺️👍,,2015-02-24 09:15:00 -0800,Somewhere celebrating life. ,Atlantic Time (Canada) 570267956648792064,positive,1.0,,,Virgin America,,JNLpierce,,0,@VirginAmerica you know what would be amazingly awesome? BOS-FLL PLEASE!!!!!!! I want to fly with only you.,,2015-02-24 09:04:10 -0800,Boston | Waltham,Quito 570265883513384960,negative,0.6705,Can't Tell,0.3614,Virgin America,,MISSGJ,,0,@VirginAmerica why are your first fares in May over three times more than other carriers when all seats are available to select???,,2015-02-24 08:55:56 -0800,, 570264145116819457,positive,1.0,,,Virgin America,,DT_Les,,0,@VirginAmerica I love this graphic. http://t.co/UT5GrRwAaA,"[40.74804263, -73.99295302]",2015-02-24 08:49:01 -0800,, 570259420287868928,positive,1.0,,,Virgin America,,ElvinaBeck,,0,@VirginAmerica I love the hipster innovation. You are a feel good brand.,,2015-02-24 08:30:15 -0800,Los Angeles,Pacific Time (US & Canada) 570258822297579520,neutral,1.0,,,Virgin America,,rjlynch21086,,0,@VirginAmerica will you be making BOS>LAS non stop permanently anytime soon?,,2015-02-24 08:27:52 -0800,"Boston, MA ",Eastern Time (US & Canada) 570256553502068736,negative,1.0,Customer Service Issue,0.3557,Virgin America,,ayeevickiee,,0,@VirginAmerica you guys messed up my seating.. I reserved seating with my friends and you guys gave my seat away ... 😡 I want free internet,,2015-02-24 08:18:51 -0800,714,Mountain Time (US & Canada) 570249102404923392,negative,1.0,Customer Service Issue,1.0,Virgin America,,Leora13,,0,@VirginAmerica status match program. I applied and it's been three weeks. Called and emailed with no response.,,2015-02-24 07:49:15 -0800,, 570239632807370753,negative,1.0,Can't Tell,0.6614,Virgin America,,meredithjlynn,,0,@VirginAmerica What happened 2 ur vegan food options?! At least say on ur site so i know I won't be able 2 eat anything for next 6 hrs #fail,,2015-02-24 07:11:37 -0800,, 570217831557677057,neutral,0.6854,,,Virgin America,,AdamSinger,,0,@VirginAmerica do you miss me? Don't worry we'll be together very soon.,,2015-02-24 05:44:59 -0800,"San Francisco, CA",Central Time (US & Canada) 570207886493782019,negative,1.0,Bad Flight,1.0,Virgin America,,blackjackpro911,,0,@VirginAmerica amazing to me that we can't get any cold air from the vents. #VX358 #noair #worstflightever #roasted #SFOtoBOS,"[42.361016, -71.02000488]",2015-02-24 05:05:28 -0800,"San Mateo, CA & Las Vegas, NV", 570124596180955136,neutral,0.615,,0.0,Virgin America,,TenantsUpstairs,,0,@VirginAmerica LAX to EWR - Middle seat on a red eye. Such a noob maneuver. #sendambien #andchexmix,"[33.94540417, -118.4062472]",2015-02-23 23:34:30 -0800,Brooklyn,Atlantic Time (Canada) 570114021854212096,negative,1.0,Flight Booking Problems,1.0,Virgin America,,jordanpichler,,0,"@VirginAmerica hi! I just bked a cool birthday trip with you, but i can't add my elevate no. cause i entered my middle name during Flight Booking Problems 😢",,2015-02-23 22:52:29 -0800,,Vienna 570094701371469825,neutral,1.0,,,Virgin America,,JCervantezzz,,0,@VirginAmerica Are the hours of operation for the Club at SFO that are posted online current?,,2015-02-23 21:35:43 -0800,"California, San Francisco",Pacific Time (US & Canada) 570088404156698625,negative,1.0,Customer Service Issue,1.0,Virgin America,,Cuschoolie1,,0,"@VirginAmerica help, left expensive headphones on flight 89 IAD to LAX today. Seat 2A. No one answering L&F number at LAX!","[33.94209449, -118.40410103]",2015-02-23 21:10:41 -0800,Washington DC,Quito 570084582780899328,negative,1.0,Customer Service Issue,1.0,Virgin America,,amanduhmccarty,,0,"@VirginAmerica awaiting my return phone call, just would prefer to use your online self-service option :(",,2015-02-23 20:55:30 -0800,,Pacific Time (US & Canada) 570076792993611776,positive,1.0,,,Virgin America,,NorthTxHomeTeam,,0,@VirginAmerica this is great news! America could start flights to Hawaii by end of year http://t.co/r8p2Zy3fe4 via @Pacificbiznews,"[33.2145038, -96.9321504]",2015-02-23 20:24:33 -0800,Texas,Central Time (US & Canada) 570051991277342720,neutral,0.6207,,,Virgin America,,miaerolinea,,0,Nice RT @VirginAmerica: Vibe with the moodlight from takeoff to touchdown. #MoodlitMonday #ScienceBehindTheExperience http://t.co/Y7O0uNxTQP,,2015-02-23 18:46:00 -0800,Worldwide,Caracas 570051381534396416,positive,1.0,,,Virgin America,,Nicsplace,,0,@VirginAmerica Moodlighting is the only way to fly! Best experience EVER! Cool and calming. 💜✈ #MoodlitMonday,,2015-02-23 18:43:35 -0800,Central Texas, 570045393565691904,positive,1.0,,,Virgin America,,Nicsplace,,0,"@VirginAmerica @freddieawards Done and done! Best airline around, hands down!",,2015-02-23 18:19:47 -0800,Central Texas, 570038941497192448,neutral,0.6791,,0.0,Virgin America,,elisha_malulani,,0,@VirginAmerica when can I book my flight to Hawaii??,,2015-02-23 17:54:09 -0800,i'm creating a monster ,Pacific Time (US & Canada) 570035876845084672,negative,1.0,Customer Service Issue,1.0,Virgin America,,DannyDouglass,,0,@VirginAmerica Your chat support is not working on your site: http://t.co/vhp2GtDWPk,,2015-02-23 17:41:58 -0800,"San Francisco, CA",Pacific Time (US & Canada) 570033593394667521,positive,0.6639,,,Virgin America,,jamesferrandini,,0,"@VirginAmerica View of downtown Los Angeles, the Hollywood Sign, and beyond that rain in the mountains! http://t.co/Dw5nf0ibtr",,2015-02-23 17:32:54 -0800,, 570025482344898560,negative,0.6688,Flight Booking Problems,0.6688,Virgin America,,will_lenzenjr,,0,"@VirginAmerica Hey, first time flyer next week - excited! But I'm having a hard time getting my flights added to my Elevate account. Help?",,2015-02-23 17:00:40 -0800,Iowa City,Central Time (US & Canada) 570016304284901379,neutral,1.0,,,Virgin America,,GottAmanda,,0,@VirginAmerica plz help me win my bid upgrade for my flight 2/27 LAX--->SEA!!! 🍷👍💺✈️,"[34.0219817, -118.38591198]",2015-02-23 16:24:11 -0800,Los Angeles, 570015408788414464,neutral,0.6578,,0.0,Virgin America,,KGervaise,,0,@VirginAmerica I have an unused ticket but moved to a new city where you don't fly. How can I fly with you before it expires? #travelhelp,,2015-02-23 16:20:38 -0800,Georgia,Pacific Time (US & Canada) 570013523650048002,neutral,1.0,,,Virgin America,,papamurat,,0,@VirginAmerica are flights leaving Dallas for Seattle on time Feb 24?,,2015-02-23 16:13:09 -0800,, 570012257549070337,positive,1.0,,,Virgin America,,arieldaie,,0,@VirginAmerica I'm #elevategold for a good reason: you rock!!,,2015-02-23 16:08:07 -0800,Los Angeles, 570011341483843584,neutral,0.6799,,,Virgin America,,vacations7,,0,@VirginAmerica DREAM http://t.co/oA2dRfAoQ2 http://t.co/lWWdAc2kHx,,2015-02-23 16:04:28 -0800,Turks and caicos, 570010571707256832,positive,1.0,,,Virgin America,,ChelseaPoe666,,0,@VirginAmerica wow this just blew my mind,,2015-02-23 16:01:25 -0800,Oakland via Midwest ,Atlantic Time (Canada) 570010539499393025,neutral,1.0,,,Virgin America,,BobGlavinVO,,0,@VirginAmerica @ladygaga @carrieunderwood After last night #tribute #SoundOfMusic #Oscars2015 @ladygaga! I think @carrieunderwood agree,,2015-02-23 16:01:17 -0800,"New York, NY",Eastern Time (US & Canada) 570009713447825408,neutral,0.6436,,,Virgin America,,lisaaiko,,0,@VirginAmerica @ladygaga @carrieunderwood All were entertaining,,2015-02-23 15:58:00 -0800,, 570009035455344640,neutral,0.6764,,0.0,Virgin America,,grantbrowne,,0,"@VirginAmerica Is flight 769 on it's way? Was supposed to take off 30 minutes ago. Website still shows ""On Time"" not ""In Flight"". Thanks.",,2015-02-23 15:55:18 -0800,Worldwide,Central Time (US & Canada) 570006886012973056,positive,0.657,,,Virgin America,,joyabsalon,,0,@VirginAmerica @ladygaga @carrieunderwood Julie Andrews all the way though @ladygaga was very impressive! NO to @Carrieunderwood,,2015-02-23 15:46:46 -0800,Northern Virginia,Eastern Time (US & Canada) 570004391731847169,neutral,1.0,,,Virgin America,,2v,,0,@VirginAmerica wish you flew out of Atlanta... Soon?,,2015-02-23 15:36:51 -0800,Los Angeles / Atlanta,Eastern Time (US & Canada) 570001194900426752,neutral,0.7118,,0.0,Virgin America,,KSmithFoundHere,,0,@VirginAmerica @ladygaga @carrieunderwood Julie Andrews. Hands down.,,2015-02-23 15:24:09 -0800,,Atlantic Time (Canada) 570000071644872704,neutral,1.0,,,Virgin America,,papamurat,,0,@VirginAmerica Will flights be leaving Dallas for LA on February 24th?,,2015-02-23 15:19:41 -0800,, 569996412286582784,negative,0.6939,Flight Booking Problems,0.6939,Virgin America,,murphicus,,0,@VirginAmerica hi! i'm so excited about your $99 LGA->DAL deal- but i've been trying 2 book since last week & the page never loads. thx!,,2015-02-23 15:05:09 -0800,"new york, new york",Eastern Time (US & Canada) 569996245462159361,positive,1.0,,,Virgin America,,VinnieFerra,,0,@VirginAmerica you know it. Need it on my spotify stat #guiltypleasures,,2015-02-23 15:04:29 -0800,"brooklyn, Ny",Pacific Time (US & Canada) 569990222609412097,positive,0.635,,,Virgin America,,KevinDemsi,,0,@VirginAmerica @ladygaga @carrieunderwood I'm Lady Gaga!!! She is amazing! 😊,,2015-02-23 14:40:33 -0800,"Bali, Republic of Indonesia",Kuala Lumpur 569990163209850881,neutral,0.7007,,,Virgin America,,giffgaffman,,0,@VirginAmerica @ladygaga @carrieunderwood - Carrie!,,2015-02-23 14:40:19 -0800,"UK, USA. ", 569989504431316993,neutral,1.0,,,Virgin America,,HanlonBrothers,,0,@VirginAmerica New marketing song? https://t.co/F2LFULCbQ7 let us know what you think?,,2015-02-23 14:37:42 -0800,"Gold Coast, Australia",Brisbane 569989321698074624,neutral,1.0,,,Virgin America,,emilybg78,,0,@VirginAmerica @ladygaga @carrieunderwood Julie Andrews first but Lady Gaga wow'd me last night. Carrie? Meh.,,2015-02-23 14:36:58 -0800,"Stockton, CA",Arizona 569989034501500928,negative,1.0,Customer Service Issue,1.0,Virgin America,,rachie1126,,0,@VirginAmerica I called a 3-4 weeks ago about adding 3 flights from 2014 to my Elevate...they still haven't shown up...help!,,2015-02-23 14:35:50 -0800,"New York, NY",Eastern Time (US & Canada) 569987622484848640,neutral,0.6858,,,Virgin America,,adawson66,,0,"@VirginAmerica @ladygaga @carrieunderwood all are great , but I have to go with #CarrieUnderwood 😍👌","[33.57963333, -117.73024772]",2015-02-23 14:30:13 -0800,, 569986782567071744,neutral,1.0,,,Virgin America,,SocialPLC,,0,"@VirginAmerica @LadyGaga @CarrieUnderwood Sorry, Mary Martin had it first!",,2015-02-23 14:26:53 -0800,"Twin Cities, Minn.",Eastern Time (US & Canada) 569986348041547778,positive,1.0,,,Virgin America,,jeffreymace01,,0,@VirginAmerica @ladygaga @carrieunderwood love all three but you really can't beat the classics!,,2015-02-23 14:25:09 -0800,, 569982307634794497,neutral,0.6814,,0.0,Virgin America,,1stcrown,,0,@VirginAmerica Flight 0736 DAL to DCA 2/24 2:10pm. Tried to check in could not. Status please.,,2015-02-23 14:09:06 -0800,USA,Central Time (US & Canada) 569976620158578688,negative,1.0,Customer Service Issue,1.0,Virgin America,,onerockgypsy,,0,@VirginAmerica heyyyy guyyyys.. been trying to get through for an hour. can someone call me please? :/,,2015-02-23 13:46:30 -0800,next city,Pacific Time (US & Canada) 569973821396152323,negative,1.0,Late Flight,0.6789,Virgin America,,noelduan,,0,"@VirginAmerica Hi, Virgin! I'm on hold for 40-50 minutes -- are there any earlier flights from LA to NYC tonight; earlier than 11:50pm?",,2015-02-23 13:35:23 -0800,SF ↔ NY,Eastern Time (US & Canada) 569972508499283968,positive,0.6922,,,Virgin America,,Travelzoo,,0,@VirginAmerica Congrats on winning the @Travelzoo award for Best Deals from an Airline (US) http://t.co/kj1iljaebV,,2015-02-23 13:30:10 -0800,"New York, NY",Pacific Time (US & Canada) 569967019958730753,negative,1.0,Lost Luggage,1.0,Virgin America,,gianagon,,0,@VirginAmerica everything was fine until you lost my bag,"[40.6413712, -73.78311558]",2015-02-23 13:08:21 -0800,New York + Panama,Eastern Time (US & Canada) 569961866224652288,neutral,1.0,,,Virgin America,,bxchen,,0,@virginamerica Need to change reservation. Have Virgin credit card. Do I need to modify on phone to waive change fee? Or can I do online?,,2015-02-23 12:47:52 -0800,"San Francisco, CA",Eastern Time (US & Canada) 569949891163615232,neutral,0.6492,,0.0,Virgin America,,seimatrun,,0,@VirginAmerica I emailed your customer service team. Let me know if you need the tracking number.,,2015-02-23 12:00:17 -0800,Los Angeles, 569948966873370625,neutral,1.0,,,Virgin America,,jamied7,,0,"@VirginAmerica hi I just booked a flight but need to add baggage, how can I do this?",,2015-02-23 11:56:37 -0800,"London, England",London 569946362126602240,negative,1.0,Flight Attendant Complaints,0.3516,Virgin America,,seimatrun,,0,@VirginAmerica your airline is awesome but your lax loft needs to step up its game. $40 for dirty tables and floors? http://t.co/hy0VrfhjHt,,2015-02-23 11:46:16 -0800,Los Angeles, 569942903683813376,positive,1.0,,,Virgin America,,mrmichaellay,,0,"@VirginAmerica not worried, it's been a great ride in a new plane with great crew. All airlines should be like this.","[36.08457854, -115.13780136]",2015-02-23 11:32:31 -0800,Floridian from Cincinnati ,Eastern Time (US & Canada) 569941957490774016,positive,1.0,,,Virgin America,,TaylorLumsden,,0,@VirginAmerica awesome. I flew yall Sat morning. Any way we can correct my bill ?,,2015-02-23 11:28:46 -0800,"Dallas, Texas",Mountain Time (US & Canada) 569940834994401280,neutral,1.0,,,Virgin America,,campusmoviefest,,0,"@VirginAmerica Or watch some of the best student films in the country at 35,000 feet! #CMFat35000feet http://t.co/KEK5pDMGiF",,2015-02-23 11:24:18 -0800,USA,Eastern Time (US & Canada) 569940323746516993,neutral,1.0,,,Virgin America,,TaylorLumsden,,0,@VirginAmerica first time flying you all. do you have a different rate/policy for media Bags? Thanks,,2015-02-23 11:22:16 -0800,"Dallas, Texas",Mountain Time (US & Canada) 569935232033366017,negative,1.0,Customer Service Issue,1.0,Virgin America,,meme_meng,,0,@VirginAmerica what is going on with customer service? Is there anyway to speak to a human asap? Thank you.,,2015-02-23 11:02:02 -0800,, 569934395865493504,neutral,1.0,,,Virgin America,,kyle_romanoff,,0,@VirginAmerica what happened to Doom?!,,2015-02-23 10:58:43 -0800,, 569933816963342337,negative,1.0,Customer Service Issue,1.0,Virgin America,,GunsNDip,,0,@VirginAmerica why can't you supp the biz traveler like @SouthwestAir and have customer service like @JetBlue #neverflyvirginforbusiness,,2015-02-23 10:56:25 -0800,,Pacific Time (US & Canada) 569933777931145216,positive,1.0,,,Virgin America,,artisticwritr87,,0,@VirginAmerica I've applied more then once to be a member of the #inflight crew team...Im 100% interested. #flightattendant #dreampath -G,,2015-02-23 10:56:16 -0800,"Seattle, WA",Pacific Time (US & Canada) 569933405506310144,negative,0.6792,Late Flight,0.3477,Virgin America,,arieldaie,,0,@VirginAmerica you're the best!! Whenever I (begrudgingly) use any other airline I'm delayed and Late Flight :(,,2015-02-23 10:54:47 -0800,Los Angeles, 569933360564342784,negative,1.0,Can't Tell,1.0,Virgin America,,GunsNDip,,0,@VirginAmerica I have no interesting flying with you after this. I will Cancelled Flight my next four flights I planned.#neverflyvirginforbusiness,,2015-02-23 10:54:36 -0800,,Pacific Time (US & Canada) 569929243146088448,negative,1.0,Can't Tell,1.0,Virgin America,,GunsNDip,,0,@VirginAmerica it was a disappointing experience which will be shared with every business traveler I meet. #neverflyvirgin,,2015-02-23 10:38:14 -0800,,Pacific Time (US & Canada) 569926998824394752,negative,1.0,Flight Booking Problems,1.0,Virgin America,,jsatk,,0,@VirginAmerica I’m having trouble adding this flight my wife booked to my Elevate account. Help? http://t.co/pX8hQOKS3R,"[0.0, 0.0]",2015-02-23 10:29:19 -0800,"Lower Pacific Heights, SF, CA",Pacific Time (US & Canada) 569923394990419968,neutral,0.6705,,0.0,Virgin America,,serenaklal,,0,@VirginAmerica Can't bring up my reservation online using Flight Booking Problems code,,2015-02-23 10:15:00 -0800,Chicago,Eastern Time (US & Canada) 569922008588222465,neutral,1.0,,,Virgin America,,openambit1,,0,@VirginAmerica Random Q: what's the distribution of elevate avatars? I bet that kitty has a disproportionate share http://t.co/APtZpuROp4,,2015-02-23 10:09:30 -0800,, 569920824905306113,neutral,0.6545,,0.0,Virgin America,,cabowine,,0,@VirginAmerica I <3 Flying VA But Life happens and I am trying to #change my trip JPERHI Can you help.VA home page will not let me ?,,2015-02-23 10:04:47 -0800,"Los Cabos,Mexico",Arizona 569919041244147712,negative,1.0,Can't Tell,0.6513,Virgin America,,MaryAnnTaylorT,,0,@VirginAmerica Why is the site down? When will it be back up?,,2015-02-23 09:57:42 -0800,"New York, NY",Arizona 569915941192015872,neutral,1.0,,,Virgin America,,RamotControl,,0,"@VirginAmerica ""You down with RNP?"" ""Yeah you know me!""",,2015-02-23 09:45:23 -0800,,Pacific Time (US & Canada) 569913339427434496,neutral,0.6639,,0.0,Virgin America,,losermelon,,0,"@VirginAmerica hi, i did not get points on my elevate account for my most recent flight, how do i add the flight and points to my account?",,2015-02-23 09:35:03 -0800,, 569911816937033728,negative,1.0,Cancelled Flight,1.0,Virgin America,,AlisonK33774854,,0,@VirginAmerica I like the TV and interesting video . Just disappointed in Cancelled Flightled flight when other flights went out to jfk on Saturday .,,2015-02-23 09:29:00 -0800,, 569911674158731264,negative,1.0,Late Flight,1.0,Virgin America,,GunsNDip,,0,"@VirginAmerica just landed in LAX, an hour after I should of been here. Your no Late Flight bag check is not business travel friendly #nomorevirgin",,2015-02-23 09:28:26 -0800,,Pacific Time (US & Canada) 569911218942517248,neutral,0.6765,,0.0,Virgin America,,yazdanagh,,0,@VirginAmerica why is flight 345 redirected?,,2015-02-23 09:26:37 -0800,, 569910981868060673,negative,1.0,Customer Service Issue,0.6863,Virgin America,,MerchEngines,,0,"@VirginAmerica Is it me, or is your website down? BTW, your new website isn't a great user experience. Time for another redesign.",,2015-02-23 09:25:41 -0800,"Los Angeles, CA",Arizona 569909224521641984,negative,1.0,Customer Service Issue,0.6771,Virgin America,,ColorCartel,,0,@VirginAmerica I can't check in or add a bag. Your website isn't working. I've tried both desktop and mobile http://t.co/AvyqdMpi1Y,,2015-02-23 09:18:42 -0800,"Austin, TX",Mountain Time (US & Canada) 569907336485019648,negative,1.0,Can't Tell,0.659,Virgin America,,MustBeSpoken,,0,@VirginAmerica - Let 2 scanned in passengers leave the plane than told someone to remove their bag from 1st class bin? #uncomfortable,,2015-02-23 09:11:12 -0800,, 569896805611089920,negative,1.0,Flight Booking Problems,0.6714,Virgin America,,mattbunk,,0,@virginamerica What is your phone number. I can't find who to call about a flight reservation.,,2015-02-23 08:29:21 -0800,"Sterling Heights, MI",Eastern Time (US & Canada) 569894449620369408,negative,1.0,Customer Service Issue,1.0,Virgin America,,louisjenny,,0,@VirginAmerica is anyone doing anything there today? Website is useless and no one is answering the phone.,,2015-02-23 08:19:59 -0800,Washington DC,Quito 569894407001939968,neutral,1.0,,,Virgin America,,STravelsW,,0,@VirginAmerica trying to add my boy Prince to my ressie. SF this Thursday @VirginAmerica from LAX http://t.co/GsB2J3c4gM,,2015-02-23 08:19:49 -0800,"Manhattan Beach, CA", 569892199690678272,negative,1.0,Late Flight,0.6882,Virgin America,,GunsNDip,,0,@VirginAmerica why must a traveler miss a flight to Late Flight check a bag? I missed my morning appointments and you lost my business. #sfo2lax,,2015-02-23 08:11:03 -0800,,Pacific Time (US & Canada) 569891469210755074,neutral,1.0,,,Virgin America,,joeyrenagade,,0,@VirginAmerica check out new music http://t.co/maRcnOCWzn,,2015-02-23 08:08:08 -0800,Greater Los Angeles, 569891436100874241,negative,0.6925,Late Flight,0.3521,Virgin America,,mrmichaellay,,0,@virginamerica how's a direct flight FLL->SFO have unexpected layover in Vegas 4 fuel yet peeps next to me bought for Vegas flight. #sneaky,"[0.0, 0.0]",2015-02-23 08:08:01 -0800,Floridian from Cincinnati ,Eastern Time (US & Canada) 569887310713479168,negative,1.0,Late Flight,0.3486,Virgin America,,GunsNDip,,0,@VirginAmerica your no Late Flight bag check just lost you my business. I missed flight and AM apt. Three other people on flight had same exp.,,2015-02-23 07:51:37 -0800,,Pacific Time (US & Canada) 569887049446076416,positive,1.0,,,Virgin America,,TheDuchessSF,,0,"@VirginAmerica - amazing customer service, again! 💕💕 RaeAnn in SF - she's the best! #customerservice #virginamerica #flying",,2015-02-23 07:50:35 -0800,Online,Pacific Time (US & Canada) 569884551712886785,negative,1.0,Customer Service Issue,1.0,Virgin America,,BeLeather,,0,@VirginAmerica called your service line and was hung up on. This is awesome. #sarcasm,"[0.0, 0.0]",2015-02-23 07:40:39 -0800,,Pacific Time (US & Canada) 569884407852437504,negative,1.0,Flight Booking Problems,0.6366,Virgin America,,BeLeather,,0,@VirginAmerica your site is tripping. I'm trying to check in and I'm getting the plain text version. I am reluctant to enter any card info.,"[0.0, 0.0]",2015-02-23 07:40:05 -0800,,Pacific Time (US & Canada) 569881548515708928,neutral,0.6593,,0.0,Virgin America,,drcaseydrake,,0,@VirginAmerica I was scheduled for SFO 2 DAL flight 714 today. Changed to 24th due weather. Looks like flight still on?,"[37.79374402, -122.39327564]",2015-02-23 07:28:43 -0800,"Dallas, TX", 569873669700358144,positive,0.6823,,0.0,Virgin America,,flyfromWAS,,0,"@VirginAmerica has getaway deals through May, from $59 one-way. Lots of cool cities http://t.co/tZZJhuIbCH #CheapFlights #FareCompare",,2015-02-23 06:57:25 -0800,"Washington, DC",Eastern Time (US & Canada) 569873668131717120,neutral,1.0,,,Virgin America,,flyfromSEA,,0,"@VirginAmerica has getaway deals through May, from $59 one-way. Lots of cool cities http://t.co/RPdBpX3wNd #CheapFlights #FareCompare",,2015-02-23 06:57:24 -0800,Seattle,Central Time (US & Canada) 569873665640292353,positive,0.6806,,,Virgin America,,flyfromNYC,,0,"@VirginAmerica has getaway deals through May, from $59 one-way. Lots of cool cities http://t.co/B2Xi4YG5T8 #CheapFlights #FareCompare",,2015-02-23 06:57:24 -0800,"New York City, NY",Central Time (US & Canada) 569873664612704256,neutral,0.6529,,,Virgin America,,flyfromLAX,,0,"@VirginAmerica has getaway deals through May, from $59 one-way. Lots of cool cities http://t.co/QDlJHslOI5 #CheapFlights #FareCompare",,2015-02-23 06:57:24 -0800,"Los Angeles, CA",Central Time (US & Canada) 569872058613673984,positive,0.6779999999999999,,,Virgin America,,Silvanabfer,,0,@VirginAmerica Have a great week 🌞✈,,2015-02-23 06:51:01 -0800,, 569861209781989377,positive,0.3482,,0.0,Virgin America,,AdamJdubs,,0,@VirginAmerica come back to #PHL already. We need you to take us out of this horrible cold. #pleasecomeback http://t.co/gLXFwP6nQH,,2015-02-23 06:07:54 -0800,Earth,Eastern Time (US & Canada) 569847920192655361,negative,1.0,Late Flight,1.0,Virgin America,,nicholas_v,,0,"@VirginAmerica should I be concerned that I am about to fly on a plane that needs to be delayed due to a ""tech stop""?","[26.074379, -80.1416831]",2015-02-23 05:15:06 -0800,,Eastern Time (US & Canada) 569814339785338880,positive,1.0,,,Virgin America,,tstashajones,,0,"@VirginAmerica is the best airline I have flown on.Easy to change your reservation,helpful representatives & a comfortable flying experience",,2015-02-23 03:01:39 -0800,"Halifax, Nova Scotia, Canada",Eastern Time (US & Canada) 569777607371128834,positive,1.0,,,Virgin America,,SkateMamas,,0,@VirginAmerica and again! Another rep kicked butt! Naelah represents your team so beautifully!! Thank you!!!,,2015-02-23 00:35:42 -0800,"Los Angeles, CA", 569774078233419776,positive,1.0,,,Virgin America,,dngoo,,0,@VirginAmerica your beautiful front-end design is down right now; but it was cool to still book my ticket b/c all your back-end was secure.,,2015-02-23 00:21:40 -0800,"Near a park, water, or lights",Pacific Time (US & Canada) 569770363623575552,positive,1.0,,,Virgin America,,SamBrittenham,,0,"@VirginAmerica Love the team running Gate E9 at LAS tonight. Waited for a delayed flight, and they kept things entertaining",,2015-02-23 00:06:55 -0800,USA,Eastern Time (US & Canada) 569748316776325120,negative,0.6832,Customer Service Issue,0.3773,Virgin America,,usagibrian,,0,@VirginAmerica Use another browser! 2015 & a brand with a reputation built on tech response doesn't have a cross-browser compatible website?,,2015-02-22 22:39:18 -0800,San Francisco CA,Pacific Time (US & Canada) 569741221783957504,negative,1.0,Flight Booking Problems,0.6767,Virgin America,,usagibrian,,0,"@VirginAmerica And now the flight Flight Booking Problems site is totally down. Folks, what is the problem?",,2015-02-22 22:11:07 -0800,San Francisco CA,Pacific Time (US & Canada) 569737603617943552,negative,1.0,Customer Service Issue,0.6527,Virgin America,,KindofLuke,,0,@VirginAmerica I like the customer service but a 40 min delay just for connecting passengers seems too long. VA370,,2015-02-22 21:56:44 -0800,, 569714127792254976,positive,1.0,,,Virgin America,,ptbrodie,,0,@VirginAmerica thanks to your outstanding NYC-JFK crew who moved mountains to get me home to San Francisco tonight!,,2015-02-22 20:23:27 -0800,San Francisco, 569675144353828864,positive,1.0,,,Virgin America,,cheryleng,,0,@VirginAmerica you have the absolute best team and customer service ever. Every time I fly with you I'm delighted. Thank you!,"[33.9469039, -118.40716847]",2015-02-22 17:48:33 -0800,,Pacific Time (US & Canada) 569674358135914496,neutral,1.0,,,Virgin America,,HishamSharaby,,0,"@VirginAmerica Do you provide complimentary upgrades to first class, if there are available seats?",,2015-02-22 17:45:25 -0800,New York,Eastern Time (US & Canada) 569666477265018881,negative,0.6703,Customer Service Issue,0.6703,Virgin America,,ChrisFordisHere,,0,@VirginAmerica i need to change my flight thats scheduled in 9 hours and 120 min wait time on phone. Im calling intern. Help!!,"[51.04345575, -114.06071363]",2015-02-22 17:14:06 -0800,NYC,Tehran 569652497947734017,positive,1.0,,,Virgin America,,JKF1897,,0,@VirginAmerica completely awesome experience last month BOS-LAS nonstop. Thanks for such an awesome flight and depart time. #VAbeatsJblue,,2015-02-22 16:18:33 -0800,, 569649116487290880,neutral,1.0,,,Virgin America,,F6x,,0,@VirginAmerica How can I watch the #Oscars2015 on my JFK->SFO flight?,"[40.64662464, -73.77090177]",2015-02-22 16:05:07 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569643262459269120,neutral,0.6535,,0.0,Virgin America,,lawyang588,,0,@VirginAmerica is flight 882 Cancelled Flightled and what do I do if it is?,,2015-02-22 15:41:51 -0800,, 569642845516275712,negative,1.0,Customer Service Issue,0.6448,Virgin America,,melokudo,,0,@VirginAmerica you are failing your customers because your check in process does not link to TSA pre-check.,,2015-02-22 15:40:12 -0800,,Eastern Time (US & Canada) 569634318349246464,negative,1.0,Can't Tell,1.0,Virgin America,,ChrysiChrysic,,0,@VirginAmerica @FiDiFamilies us too! Terrible airline! Just gave us a hotel hotline number and said sorry,,2015-02-22 15:06:19 -0800,, 569633630978310145,neutral,1.0,,,Virgin America,,nikkisixxfan93,,0,@VirginAmerica has flight number 276 from SFO to Cabo San Lucas arrived yet?,,2015-02-22 15:03:35 -0800,"Sacramento,California",Pacific Time (US & Canada) 569633279546036224,negative,1.0,Cancelled Flight,0.6875,Virgin America,,ChrysiChrysic,,0,@VirginAmerica @ChrysiChrysic your assistance yesterday when u Cancelled Flightled our flight was to give us a hotel hotline Shame on you!,,2015-02-22 15:02:11 -0800,, 569630092273410048,negative,1.0,Late Flight,1.0,Virgin America,,MOCBlogger,,0,@VirginAmerica Another delayed flight? #likingyoulessandless,,2015-02-22 14:49:31 -0800,San Diego,Alaska 569627480425766912,negative,1.0,Customer Service Issue,1.0,Virgin America,,tfaz,,0,@VirginAmerica I need to register a service dog for a first class ticket from SFO > Dulles. The phone queue is an hour or longer. Pls advise,,2015-02-22 14:39:09 -0800,"Oakland, California",Pacific Time (US & Canada) 569625739231948800,positive,1.0,,,Virgin America,,lisaptv,,1,@virginamerica you ROCK for making it so I can watch #Oscars on my flight!! #redcarpet #oscars #oscars2015,,2015-02-22 14:32:14 -0800,,Mountain Time (US & Canada) 569625609799774208,neutral,1.0,,,Virgin America,,dropapp,,0,"@VirginAmerica, @reallytallchris dropped a track on you... https://t.co/zv2pt6TRK9",,2015-02-22 14:31:43 -0800,, 569620102389350401,positive,0.7011,,,Virgin America,,HollywoodHotMom,,0,@VirginAmerica always!!! Xoxo,,2015-02-22 14:09:50 -0800,All Over!,Pacific Time (US & Canada) 569619569372823552,negative,1.0,Flight Booking Problems,1.0,Virgin America,,GoShar2012,,0,@VirginAmerica why can't we book seats on your flights when we buy them or even during check in? Creates so much anxiety! #frustrated,,2015-02-22 14:07:43 -0800,"Providence, RI",Eastern Time (US & Canada) 569618527948115968,negative,0.6543,Flight Attendant Complaints,0.3562,Virgin America,,MOCBlogger,,0,@VirginAmerica You'd think paying an extra $100 bucks RT for luggage might afford you hiring an extra hand at @sfo #lame,,2015-02-22 14:03:34 -0800,San Diego,Alaska 569616490380439552,positive,1.0,,,Virgin America,,SkateMamas,,0,@VirginAmerica best customer service rep in the world! #irmafromDallas takes the cake!!!,,2015-02-22 13:55:28 -0800,"Los Angeles, CA", 569615109363929088,neutral,0.355,,0.0,Virgin America,,FiDiFamilies,,0,@VirginAmerica Can you find us a flt out of LAX that is sooner than midnight on Monday? That would be great customer service 😃,,2015-02-22 13:49:59 -0800,New York City ,Eastern Time (US & Canada) 569614365755899905,negative,0.6889,Late Flight,0.6889,Virgin America,,jarrydosborne,,0,@VirginAmerica please provide status for flight 769. I cant imagine it's on time as the Web indicates dude to weather here and/or Dallas,,2015-02-22 13:47:02 -0800,New York,Eastern Time (US & Canada) 569614024578600960,positive,1.0,,,Virgin America,,HollywoodHotMom,,0,@VirginAmerica you have amazing staff & super helpful as I just ran the @WaltDisneyWorld #PrincessHalf they have spoiled me with comfort!!!,,2015-02-22 13:45:41 -0800,All Over!,Pacific Time (US & Canada) 569609971383586817,negative,1.0,Cancelled Flight,1.0,Virgin America,,mlorenzen,,0,"@VirginAmerica I paid the premium to fly you across the country, you Cancelled Flight my flight and offer no check fee or upgrade love? Sad face :(",,2015-02-22 13:29:34 -0800,"iPhone: 29.741360,-90.131523",Pacific Time (US & Canada) 569608328998887424,negative,0.679,Flight Booking Problems,0.3684,Virgin America,,Tyler_Starrine,,0,@VirginAmerica question: is it not possible to book a seat for an infant under 2? It's not giving me the option but we want a seat for him.,,2015-02-22 13:23:03 -0800,Los Angeles,Pacific Time (US & Canada) 569599867716132864,positive,1.0,,,Virgin America,,jessicajaymes,,2,Always have it together!!! You're welcome! RT @VirginAmerica: @jessicajaymes You're so welcome.,"[33.94652852, -118.40766257]",2015-02-22 12:49:25 -0800,"hollywood, california",Pacific Time (US & Canada) 569596445680115712,positive,1.0,,,Virgin America,,livingfitly,,0,@virginamerica #flight home to #dc #sunset #globe in' #backtowinter back to #work! #refreshed http://t.co/VX9vBCTdLf,,2015-02-22 12:35:49 -0800,"Washington, DC",Eastern Time (US & Canada) 569596097540132864,negative,1.0,Damaged Luggage,0.6501,Virgin America,,khartline,,0,.@VirginAmerica I don't understand why you need a DM to give me an answer on if you have a damaged luggage policy.,,2015-02-22 12:34:26 -0800,Las Vegas,Pacific Time (US & Canada) 569594386066984960,negative,1.0,Damaged Luggage,1.0,Virgin America,,khartline,,0,.@VirginAmerica does that mean you don't have a policy for destroyed luggage?,,2015-02-22 12:27:38 -0800,Las Vegas,Pacific Time (US & Canada) 569586660909973504,neutral,1.0,,,Virgin America,,MACRoxburgh,,0,@VirginAmerica is there special assistance if I travel alone w/2 kids and 1 infant? Priority boarding?,,2015-02-22 11:56:57 -0800,,Atlantic Time (Canada) 569580805036453888,positive,1.0,,,Virgin America,,paulnakada,,0,@VirginAmerica thank you for checking in. tickets are purchased and customer is happy ;-),,2015-02-22 11:33:40 -0800,San Francisco,Pacific Time (US & Canada) 569575679722786816,neutral,1.0,,,Virgin America,,wildcatdad,,0,@VirginAmerica is your website ever coming back online?,,2015-02-22 11:13:18 -0800,, 569575003248676864,neutral,0.6732,,0.0,Virgin America,,RheaThurman1,,0,"@VirginAmerica - Is Flight 713 from Love Field to SFO definitely Cancelled Flightled for Monday, February 23?",,2015-02-22 11:10:37 -0800,, 569574973662232576,neutral,1.0,,,Virgin America,,Osiris91780,,0,@VirginAmerica Is flight 0769 out of LGA to DFW on time?,,2015-02-22 11:10:30 -0800,, 569574961158815745,neutral,1.0,,,Virgin America,,HeatherWhoo,,0,@VirginAmerica my drivers license is expired by a little over a month. Can I fly Friday morning using my expired license?,,2015-02-22 11:10:27 -0800,, 569572942381649920,negative,1.0,Customer Service Issue,0.6983,Virgin America,,paulnakada,,0,@VirginAmerica having problems Flight Booking Problems on the web site. keeps giving me an error and to contact by phone. phone is 30 minute wait.,,2015-02-22 11:02:26 -0800,San Francisco,Pacific Time (US & Canada) 569572740723712001,negative,0.6593,Cancelled Flight,0.6593,Virgin America,,RampantSmashing,,0,@VirginAmerica How do I reschedule my Cancelled Flightled flights online? The change button is greyed out!,,2015-02-22 11:01:38 -0800,CA, 569566981835218944,negative,1.0,Flight Booking Problems,0.6556,Virgin America,,intlwriter,,0,"@VirginAmerica I rang, but there is a wait for 35 minutes!! I can book the same ticket through a vendor, fix your site",,2015-02-22 10:38:45 -0800,@ the moment in New Delhi,Pacific Time (US & Canada) 569564853460807680,negative,1.0,Late Flight,0.3571,Virgin America,,finslippy,,0,"@VirginAmerica got a flight (we were told) for 4:50 today..,checked my email and its for 4;50 TOMORROW. This is unacceptable.",,2015-02-22 10:30:17 -0800,Brooklyn,Eastern Time (US & Canada) 569564610837086209,negative,1.0,Cancelled Flight,1.0,Virgin America,,finslippy,,0,"@VirginAmerica our flight into lga was Cancelled Flighted. We're stuck in Dallas. I called to reschedule, told I could get a flight for today...(1/2)",,2015-02-22 10:29:19 -0800,Brooklyn,Eastern Time (US & Canada) 569562202405019650,negative,1.0,Bad Flight,1.0,Virgin America,,Gr8Fratsby,,0,@virginamerica why don't any of the pairings include red wine?! Only white is offered :( #redwineisbetter,,2015-02-22 10:19:45 -0800,"Washington, DC",Eastern Time (US & Canada) 569541127340040192,negative,0.6517,Customer Service Issue,0.3371,Virgin America,,sbaaronson,,0,@VirginAmerica is the website down?,,2015-02-22 08:56:00 -0800,Los Angeles, 569540405676654592,negative,0.68,Customer Service Issue,0.35,Virgin America,,jonesbasf,,0,@VirginAmerica - Your site seems a little wonked right now. May want to have a look. Tried on two browsers. No CSS? http://t.co/8qsQMM7KF2,,2015-02-22 08:53:08 -0800,, 569494748341407744,negative,1.0,Customer Service Issue,0.7002,Virgin America,,Gr8Fratsby,,0,@VirginAmerica I'm disappointed that the agent at the designated silver status check in line @Dulles_Airport closed to assist all pasengers,,2015-02-22 05:51:43 -0800,"Washington, DC",Eastern Time (US & Canada) 569482263345307648,neutral,1.0,,,Virgin America,,NewsSWA,,0,@VirginAmerica Plans to Include Austin to its Dallas Route - TopNews Arab #Emirates http://t.co/aqZWecOkk2,,2015-02-22 05:02:06 -0800,FL410,Sydney 569477692166316033,negative,1.0,Customer Service Issue,1.0,Virgin America,,CSHangover,,0,@VirginAmerica Is it normal to receive no reply from Central Baggage #baggageissues #smh,,2015-02-22 04:43:56 -0800,Tokyo,Irkutsk 569461469042966528,negative,1.0,longlines,0.6818,Virgin America,,girlphotophilly,,0,@VirginAmerica at Logan airport and waiting to checkin for my 9am flight. Checkin desk not open !!!!! Why?!,,2015-02-22 03:39:28 -0800,"Philadelphia, Pa",Eastern Time (US & Canada) 569459618881019905,neutral,1.0,,,Virgin America,,NewsSWA,,0,@VirginAmerica to jump into the Dallas-Austin market - @Dallas_News http://t.co/EwwGi97gdx,,2015-02-22 03:32:07 -0800,FL410,Sydney 569452063920226304,neutral,1.0,,,Virgin America,,NewsSWA,,0,"@VirginAmerica Beats EPS Views, Takes On #SouthwestAir VA LUV - Investor's Business Daily http://t.co/FLwmGDAHxu",,2015-02-22 03:02:06 -0800,FL410,Sydney 569447071910105089,neutral,1.0,,,Virgin America,,Graemelodge5545,,0,@VirginAmerica Lister to my show my on Monday 1230 130,,2015-02-22 02:42:16 -0800,, 569429411646156800,neutral,1.0,,,Virgin America,,NewsSWA,,0,@VirginAmerica to begin Dallas-Austin #flights in April - 88.9 KETR http://t.co/SSUVWwkyHH,,2015-02-22 01:32:05 -0800,FL410,Sydney 569369239183872000,negative,1.0,Can't Tell,0.6629999999999999,Virgin America,,Boards707,,0,"@VirginAmerica congrats, you just got all my business from EWR to SFO/LAX. Fuck you @united fl1289 SFO/EWR was the clincher...",,2015-02-21 21:32:59 -0800,"Belmar, NJ",Eastern Time (US & Canada) 569368160291463168,negative,1.0,Customer Service Issue,0.6777,Virgin America,,MikeWiener,,0,@VirginAmerica I applied over 2 weeks ago. Haven't heard back and I'm flying this week #disappointed,,2015-02-21 21:28:42 -0800,,Eastern Time (US & Canada) 569356387785900032,neutral,0.6816,,0.0,Virgin America,,khartline,,0,@VirginAmerica I'd love to know what your policy is for damaged luggage.,,2015-02-21 20:41:55 -0800,Las Vegas,Pacific Time (US & Canada) 569354267854704641,positive,1.0,,,Virgin America,,simpasmore,,0,@VirginAmerica Thank you for the follow,,2015-02-21 20:33:30 -0800,Barbados ,Eastern Time (US & Canada) 569351220097216512,negative,1.0,Customer Service Issue,1.0,Virgin America,,ChrysiChrysic,,0,@VirginAmerica - too many apologies! You r the worse airlines! Don't even respond to your cudtomers,,2015-02-21 20:21:23 -0800,, 569348775631675392,negative,1.0,Cancelled Flight,0.3709,Virgin America,,ChrysiChrysic,,0,@VirginAmerica shame on VA for making people spend money in stranded cities when other airlines are landing at JFK! Who will reimburse me?,,2015-02-21 20:11:40 -0800,, 569324558999691264,neutral,0.6701,,0.0,Virgin America,,TTINAC11,,0,@VirginAmerica @TTINAC11 I DM you,,2015-02-21 18:35:27 -0800,"Las Vegas, NV",Mountain Time (US & Canada) 569323106210152448,neutral,0.6942,,0.0,Virgin America,,elaurawrr,,0,@VirginAmerica can you please have flights in SJC ? I have no choice but to fly Southwest to Vegas 😩😭,,2015-02-21 18:29:40 -0800,,Arizona 569323082701275138,negative,1.0,Customer Service Issue,0.7148,Virgin America,,joyabsalon,,0,@VirginAmerica too bad you say it takes 10 to 14 days via YOUR confirmation email. When I inquired after 3 weeks you claim 6 to 8 weeks!,,2015-02-21 18:29:35 -0800,Northern Virginia,Eastern Time (US & Canada) 569318651502989312,negative,0.6791,Cancelled Flight,0.6791,Virgin America,,meladorri,,0,@VirginAmerica Flight from BOS > LAS tomorrow was Cancelled Flightled. No notification; wait times are 1+ hour. Will you rebook on another airline?,,2015-02-21 18:11:58 -0800,"Boston, MA",Central Time (US & Canada) 569318130356502528,positive,0.3579,,0.0,Virgin America,,miaerolinea,,0,😎 RT @VirginAmerica: You’ve met your match. Got status on another airline? Upgrade (+restr): http://t.co/RHKaMx9VF5. http://t.co/PYalebgkJt,,2015-02-21 18:09:54 -0800,Worldwide,Caracas 569316358845911040,positive,1.0,,,Virgin America,,archiegips,,0,@VirginAmerica Only way to fly! #Elevate #Gold,,2015-02-21 18:02:51 -0800,LaLa Land,Pacific Time (US & Canada) 569311498301870080,neutral,0.653,,,Virgin America,,obiwantoby,,0,@VirginAmerica If only you guys had flights from CMH.,,2015-02-21 17:43:33 -0800,,Quito 569311060903268352,negative,1.0,Can't Tell,0.648,Virgin America,,MarwaYousofzoy,,0,"@VirginAmerica a lot of ""apologies"" being thrown out to customers from what I can see.Very sad. Thanks for nothing. Worst airline ever.",,2015-02-21 17:41:48 -0800,, 569310635986546688,negative,1.0,Flight Attendant Complaints,0.6729,Virgin America,,TTINAC11,,0,@VirginAmerica for all my flight stuff wrong and did nothing about it. Had #worst #flight ever,,2015-02-21 17:40:07 -0800,"Las Vegas, NV",Mountain Time (US & Canada) 569305113589714944,neutral,0.6743,,0.0,Virgin America,,TheNotoriousLEX,,0,@VirginAmerica Having an issue finding a missing item on a plane. Can you help me find which airport my plane headed to next?,,2015-02-21 17:18:10 -0800,Chicago ,Central Time (US & Canada) 569304436612444160,positive,0.6783,,,Virgin America,,advertisingdiva,,0,@VirginAmerica you will match my #AmericanAirlines status? Cool!,"[38.9128188, -77.00798226]",2015-02-21 17:15:29 -0800,DC - LA - Venice Beach,Eastern Time (US & Canada) 569304208534597632,neutral,0.6863,,,Virgin America,,Floxie10,,0,“@VirginAmerica:You've met your match.Got status on another airline? Upgrade : http://t.co/H952rDKTqy” @asarco_ES_ar ? 🙉,,2015-02-21 17:14:35 -0800,Argentina, 569304030847090688,negative,1.0,Flight Booking Problems,0.6705,Virgin America,,alexrkonrad,,0,@VirginAmerica trying to book a flight with you guys and your website won't let me... about to lose my business,,2015-02-21 17:13:52 -0800,"New York, NY",Eastern Time (US & Canada) 569303931916038144,negative,1.0,Can't Tell,1.0,Virgin America,,MarwaYousofzoy,,0,@VirginAmerica you suck!,,2015-02-21 17:13:29 -0800,, 569298165855338497,positive,1.0,,,Virgin America,,lexiesalas,,0,@VirginAmerica thanks!,,2015-02-21 16:50:34 -0800,BAYAREA✈️NYC,Pacific Time (US & Canada) 569290361870426112,negative,1.0,Flight Booking Problems,0.6648,Virgin America,,MaximWheatley,,0,@VirginAmerica Just DM'd. Same issue persisting.,,2015-02-21 16:19:33 -0800,"Washington, DC",Atlantic Time (Canada) 569282249717194754,negative,1.0,Cancelled Flight,1.0,Virgin America,,FiDiFamilies,,0,@VirginAmerica Because we never rec'd Cancelled Flightlation notice we were left w no options to fly out of PS. Driving to LA for a red eye Mon w kids,,2015-02-21 15:47:19 -0800,New York City ,Eastern Time (US & Canada) 569277854950817792,negative,1.0,Flight Booking Problems,1.0,Virgin America,,lexiesalas,,0,@VirginAmerica trying to book a flight & your site is down 😁,,2015-02-21 15:29:51 -0800,BAYAREA✈️NYC,Pacific Time (US & Canada) 569277352129138688,negative,0.7158,Cancelled Flight,0.7158,Virgin America,,Artenis15,,0,@VirginAmerica You have any flights flying into Boston tomorrow? I need to be home and you Cancelled Flightled my flight and didn't do anything,,2015-02-21 15:27:52 -0800,MA // Ashton in Wonderland,Eastern Time (US & Canada) 569263837448269826,negative,1.0,Cancelled Flight,1.0,Virgin America,,NancyJFriedman,,0,@VirginAmerica you stink. Flight Cancelled Flighted from PSP to JFK and no notification or ability to rebook #disappointed. #expected better,,2015-02-21 14:34:09 -0800,New York City,Eastern Time (US & Canada) 569262527281913857,positive,1.0,,,Virgin America,,JT_Magana,,0,@VirginAmerica I love your guy's song! We're dancing to it for our high school dance revue,,2015-02-21 14:28:57 -0800,, 569262225900359680,negative,1.0,Customer Service Issue,0.6733,Virgin America,,MaximWheatley,,0,@VirginAmerica Your website is down and I'm trying to check in!,,2015-02-21 14:27:45 -0800,"Washington, DC",Atlantic Time (Canada) 569261347688607744,positive,1.0,,,Virgin America,,carabubes,,0,"@VirginAmerica done! Thank you for the quick response, apparently faster than sitting on hold ;)",,2015-02-21 14:24:16 -0800,"Los Angeles, California",Central Time (US & Canada) 569261128532041728,neutral,0.6809,,0.0,Virgin America,,carabubes,,0,@VirginAmerica nervous about my flight from DC to LAX getting Cancelled Flightled tomorrow! Just sent you a DM to help me!,,2015-02-21 14:23:24 -0800,"Los Angeles, California",Central Time (US & Canada) 569260526976544768,positive,1.0,,,Virgin America,,wmrrock,,0,@VirginAmerica cool picture of another VirginAmerica plane off our wing. What a site! http://t.co/5B2agFd8c4,,2015-02-21 14:21:00 -0800,CT,Eastern Time (US & Canada) 569253311813185537,positive,1.0,,,Virgin America,,DailyBillboard,,0,@VirginAmerica Keep up the great work :),,2015-02-21 13:52:20 -0800,"Los Angeles, California",Pacific Time (US & Canada) 569253236093267969,positive,1.0,,,Virgin America,,BigRichTexasPam,,0,@VirginAmerica my goodness your people @love field are amazing under pressure ❤️from Texas #beatstheothers in crisis Please fly me to NY,"[32.84359605, -96.84910929]",2015-02-21 13:52:02 -0800,FREE ADVICE! ,Central Time (US & Canada) 569250469178175488,positive,0.6775,,0.0,Virgin America,,rtw4,,0,@VirginAmerica Thanks for a great flight from LA to Boston! Pilots did a great job landing in the snow. Can we go back to LA now? #seriously,,2015-02-21 13:41:02 -0800,"Natick, MA, USA",Central Time (US & Canada) 569248437050302464,neutral,1.0,,,Virgin America,,casualdiego,,0,@VirginAmerica can you please get me to the new york area before monday afternoon,,2015-02-21 13:32:58 -0800,"okayville, population me", 569248400836726786,positive,1.0,,,Virgin America,,kyle_romanoff,,0,"@VirginAmerica Thanks so much for the awesome support, you guys rock!",,2015-02-21 13:32:49 -0800,, 569247769166266368,negative,0.7053,Bad Flight,0.7053,Virgin America,,wmrrock,,0,@VirginAmerica seats in Row 8 don't recline should mention that on your website #soreback,,2015-02-21 13:30:18 -0800,CT,Eastern Time (US & Canada) 569247394002563072,negative,1.0,Late Flight,1.0,Virgin America,,wmrrock,,0,@VirginAmerica flight 404 delayed 2 hours in LA due to mechanical problems. Handle like pros but you could have tossed us a free drink.,,2015-02-21 13:28:49 -0800,CT,Eastern Time (US & Canada) 569244860286263297,negative,0.642,Cancelled Flight,0.642,Virgin America,,BigRichTexasPam,,0,@VirginAmerica why Cancelled Flight flights today? No precipitation to be scared of! ❄️❄️❄️,"[32.8437698, -96.84928399]",2015-02-21 13:18:45 -0800,FREE ADVICE! ,Central Time (US & Canada) 569240250192670720,positive,0.6667,,0.0,Virgin America,,aaronkurlander,,0,@VirginAmerica twitter team. you guys killed it for rescheduling me asap. thank you!,,2015-02-21 13:00:26 -0800,"New York, NY",Eastern Time (US & Canada) 569238877178716161,negative,1.0,Cancelled Flight,0.6735,Virgin America,,MistakeCakeJake,,0,@VirginAmerica You guys charged me $100 to reschedule a flight that was then Cancelled Flighted and are now refusing to refund it. What's the deal?,,2015-02-21 12:54:58 -0800,,Central Time (US & Canada) 569237252154372097,negative,1.0,Customer Service Issue,0.6968,Virgin America,,NoelArtiles,,0,@VirginAmerica can’t access your website from Safari on iPhone 6. Seems to work on Mac and iPad. Need iPhone to add Passbook.,"[0.0, 0.0]",2015-02-21 12:48:31 -0800,"Austin, TX",Central Time (US & Canada) 569236471690829825,neutral,0.634,,0.0,Virgin America,,floatingatoll,,0,"@VirginAmerica on iPad and iPhone, clicking the CHECKIN link in the email I received at 24hrs before flight",,2015-02-21 12:45:25 -0800,"Silicon Valley, California",Pacific Time (US & Canada) 569236251129163777,negative,0.6990000000000001,Customer Service Issue,0.6990000000000001,Virgin America,,floatingatoll,,0,"@VirginAmerica your mobile site is broken, shows ""{{header.elevateUser.numOfPointsAvailable || '0' | number}} Points"", won't let me checkin",,2015-02-21 12:44:32 -0800,"Silicon Valley, California",Pacific Time (US & Canada) 569230983075115010,negative,0.664,Cancelled Flight,0.3412,Virgin America,,aaronkurlander,,0,@VirginAmerica I was really looking forward to my flight. can you let me know when it will be rescheduled? #diehardvirgin,,2015-02-21 12:23:36 -0800,"New York, NY",Eastern Time (US & Canada) 569229785500680192,negative,1.0,Cancelled Flight,0.6452,Virgin America,,aaronkurlander,,0,"@VirginAmerica why Cancelled Flight flight VX413? One sec its delayed, on my to airport, the next its Cancelled Flightled?Gonna email or call me to reschedule?",,2015-02-21 12:18:51 -0800,"New York, NY",Eastern Time (US & Canada) 569226875349835776,negative,1.0,Customer Service Issue,0.6766,Virgin America,,borknagar,,0,@VirginAmerica I did it but there was a problem in the link from the email for check-in. thanks,,2015-02-21 12:07:17 -0800,chile,Santiago 569224234150404096,negative,1.0,Flight Booking Problems,0.6954,Virgin America,,propsonline,,0,@VirginAmerica had to change to another airline to get to DC today ... Why is @united able to land in DC but not you? Cost me $800 ...ugh,,2015-02-21 11:56:47 -0800,"California, USA",Pacific Time (US & Canada) 569223788639821824,negative,1.0,Cancelled Flight,1.0,Virgin America,,propsonline,,0,@VirginAmerica I was so looking forward to my first flight with you today but it was Cancelled Flightled along with the subsequent one ...,,2015-02-21 11:55:01 -0800,"California, USA",Pacific Time (US & Canada) 569222494952886272,positive,0.6522,,,Virgin America,,carlos89178,,0,@VirginAmerica when are you putting some great deals from PDX to LAS or from LAS to PDX show me your love! http://t.co/enIQg0buzj,,2015-02-21 11:49:53 -0800,, 569221440794271745,positive,1.0,,,Virgin America,,carlos89178,,0,@VirginAmerica wish I can afford to fly with you next Friday going back home.. love everything about your airline,,2015-02-21 11:45:41 -0800,, 569221156504530944,negative,1.0,Can't Tell,0.6526,Virgin America,,shounshounette,,0,@VirginAmerica how are you gonna have a deal from Dallas to DC but no deal from DC to Dallas? #sad,,2015-02-21 11:44:33 -0800,, 569220232293720066,neutral,1.0,,,Virgin America,,alanzeino,,0,"@VirginAmerica it’s just a bug report, guys",,2015-02-21 11:40:53 -0800,San Francisco,Pacific Time (US & Canada) 569218762907324416,negative,1.0,Customer Service Issue,1.0,Virgin America,,DonnellyPatrick,,0,@VirginAmerica hold times at call center are a bit much,,2015-02-21 11:35:03 -0800,SF Bay Area,Pacific Time (US & Canada) 569212570478911489,positive,0.7081,,,Virgin America,,stefanpinto,,0,@VirginAmerica Like http://t.co/VPqEm31XUQ,,2015-02-21 11:10:26 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569211675108179968,negative,0.6455,Flight Booking Problems,0.3497,Virgin America,,josephschwegler,,0,@VirginAmerica Site down? #help,,2015-02-21 11:06:53 -0800,,Pacific Time (US & Canada) 569209566715469824,positive,1.0,,,Virgin America,,jennifer_caron,,0,@VirginAmerica You have the best flight attendant ever!!! http://t.co/PxdEL1nq3l,,2015-02-21 10:58:30 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569208480793567233,positive,0.6899,,,Virgin America,,miaerolinea,,0,"Awesome! RT @VirginAmerica: Watch nominated films at 35,000 feet. #MeetTheFleet #Oscars http://t.co/DnStITRzWy",,2015-02-21 10:54:11 -0800,Worldwide,Caracas 569205125278859265,positive,1.0,,,Virgin America,,ninjasistah,,0,@VirginAmerica thanks so much!,,2015-02-21 10:40:51 -0800,Massachusetts,Eastern Time (US & Canada) 569204272795004928,negative,0.6701,Customer Service Issue,0.3505,Virgin America,,daniellewolff,,0,"@VirginAmerica Trying to reset my password, email never arrives. Help?",,2015-02-21 10:37:28 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569202691185909760,positive,0.6575,,,Virgin America,,EleonoraKaras,,0,"@VirginAmerica, the only airline based in Silicon Valley! #disruption #FCmostinnovative #incubator @FastCompany's http://t.co/wU3LbCNcr9",,2015-02-21 10:31:11 -0800,New York, 569201943131738113,positive,1.0,,,Virgin America,,carlosondrums,,0,@VirginAmerica Very nicely done. 👏,,2015-02-21 10:28:13 -0800,Las Vegas,Eastern Time (US & Canada) 569200619430420480,positive,0.6701,,,Virgin America,,ninjasistah,,0,@VirginAmerica I’m looking forward to watching the Oscars on my flight home tomorrow. I might even get something bubbly to drink! ;),,2015-02-21 10:22:57 -0800,Massachusetts,Eastern Time (US & Canada) 569200606595952640,negative,0.6489,Late Flight,0.6489,Virgin America,,stephenasilverm,,0,@VirginAmerica What is the reason for the delay of the departure of VX 413 from JFK this afternoon?,,2015-02-21 10:22:54 -0800,, 569198782421663745,negative,0.6786,Cancelled Flight,0.6786,Virgin America,,mrl6626,,0,"@VirginAmerica is todays flight from Palm Springs, Ca to JFK in NY Cancelled Flightled?",,2015-02-21 10:15:39 -0800,,Arizona 569198104806699008,positive,1.0,,,Virgin America,,SunRighteous,,0,@VirginAmerica hahaha 😂@VirginAmerica YOU GUYS ARE AMAZING. I LOVE YOU GUYS!!!💗,,2015-02-21 10:12:58 -0800,,Alaska 569197967959154688,positive,1.0,,,Virgin America,,readerriter,,0,@VirginAmerica sounds like fun !,,2015-02-21 10:12:25 -0800,"CALIFORNIA, USA",Pacific Time (US & Canada) 569197611393163264,neutral,1.0,,,Virgin America,,jeredscott,,0,@VirginAmerica any updates on flight 413 from Jfk > Lax,,2015-02-21 10:11:00 -0800,"downtown, CA",Pacific Time (US & Canada) 569197515993534464,neutral,1.0,,,Virgin America,,eric_t_lee,,0,@virginamerica spruce moose!,,2015-02-21 10:10:37 -0800,Brooklyn,Eastern Time (US & Canada) 569192778468626432,negative,1.0,Customer Service Issue,1.0,Virgin America,,bluesmoon,,0,"@VirginAmerica the CSS on your site is a 404 right now, please fix. Site unusable.",,2015-02-21 09:51:48 -0800,"Cambridge, MA, USA, Earth",Eastern Time (US & Canada) 569182336715243520,negative,0.6473,Lost Luggage,0.3341,Virgin America,,RedSoxGirl1976,,0,"@VirginAmerica We're on flight 910 Vegas to Boston today, checked in online but our bag count didn't register. Can I fix that somehow?",,2015-02-21 09:10:18 -0800,Somewhere outside of Fenway,Eastern Time (US & Canada) 569180623165915137,positive,0.6771,,,Virgin America,,InuAtah,,0,"@VirginAmerica classiq, luv Virgin America. Greetingz",,2015-02-21 09:03:30 -0800,Abuja, 569179517522046977,negative,0.6636,Customer Service Issue,0.6636,Virgin America,,borknagar,,0,"@VirginAmerica Hi, I'm trying to do check-in but the website is not working. I tried 3 different browsers and the problem continues",,2015-02-21 08:59:06 -0800,chile,Santiago 569176777056079874,positive,1.0,,,Virgin America,,Recessionista,,0,@VirginAmerica Thanks for your great customer service today & for helping me get all my travel sorted out!,,2015-02-21 08:48:13 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569165709516759042,positive,1.0,,,Virgin America,,moosekazmi,,0,@VirginAmerica thanks guys! Sweet route over the Rockies #airplanemodewason,,2015-02-21 08:04:14 -0800,"Las Piedras, Peru", 569110766235877376,positive,1.0,,,Virgin America,,_LisaCap,,0,@VirginAmerica love the 90s music blasting at gate in #Boston while waiting for flight to #SanFrancisco. Only if I could get an iced coffee!,,2015-02-21 04:25:54 -0800,"Charlestown, MA", 569083230361673728,negative,0.6706,Bad Flight,0.3514,Virgin America,,eatgregeat,,0,"@VirginAmerica - the passenger in 7D, Flt 338 that assaulted me shouldn't have flown. I trust he's banned. Crew filed report to @FAANews","[26.06726717, -80.14433663]",2015-02-21 02:36:29 -0800,,Eastern Time (US & Canada) 569028851860254720,negative,1.0,Flight Booking Problems,0.6809,Virgin America,,alanzeino,,0,@VirginAmerica current bug on website shows ‘select departure city’ when selecting destination city http://t.co/SLLYIBE2vQ,,2015-02-20 23:00:24 -0800,San Francisco,Pacific Time (US & Canada) 569022319437357056,negative,1.0,Damaged Luggage,1.0,Virgin America,,khartline,,0,@VirginAmerica luggage was severely dented/missing wheel coming off baggage claim in SAN. Luggage agent Miranda (I think) wasn't any help.,,2015-02-20 22:34:27 -0800,Las Vegas,Pacific Time (US & Canada) 569020707113476096,positive,1.0,,,Virgin America,,courtDMC,,0,"@VirginAmerica thank you for the easy itinerary shift for impending weather. Quick, painless & free.",,2015-02-20 22:28:03 -0800,New York for now.,Central Time (US & Canada) 569018352464588800,neutral,0.6598,,,Virgin America,,woawABQ,,0,"@VirginAmerica If you'd love to see more girls be inspired to become pilots, RT our free WOAW event March 2-8 at ABQ. http://t.co/rfXlV1kGDh",,2015-02-20 22:18:41 -0800,"Albuquerque, NM", 569011849976348672,positive,1.0,,,Virgin America,,Cydney_Chase,,0,@VirginAmerica Thanks! Good times there and back! #Vodkatonics the entire flight🍸#sfo,,2015-02-20 21:52:51 -0800,#SF#Optimist #Freefalling,Pacific Time (US & Canada) 568989005162766337,neutral,1.0,,,Virgin America,,AirlineFuel,,0,"@VirginAmerica beats expectations, shares take off - Santa Cruz Sentinel http://t.co/qm9dQbai6G",,2015-02-20 20:22:04 -0800,Global,Sydney 568977439398821888,neutral,1.0,,,Virgin America,,OriginalTuna,,0,@VirginAmerica any plans to start flying direct from DAL to LAS?,,2015-02-20 19:36:07 -0800,Texas,Central Time (US & Canada) 568977175149293570,neutral,0.6701,,,Virgin America,,ImThankfulRadio,,0,@VirginAmerica BIG Love/gratitude.mpower w/ http://t.co/1AGR9knCpf weRin #OSCARS2105 VIPswagbags@ #AvalonHollywood http://t.co/ybMbGs0dHn,"[0.0, 0.0]",2015-02-20 19:35:04 -0800,Washington State,Pacific Time (US & Canada) 568972394297077760,positive,1.0,,,Virgin America,,AnnaProsser,,0,"@VirginAmerica, you're doing a great job adding little luxuries/aesthetics that improve the air travel experience. Thank you. Keep it up!",,2015-02-20 19:16:04 -0800,USA,Pacific Time (US & Canada) 568945958970531840,negative,1.0,Bad Flight,0.6765,Virgin America,,HenryLucero,,0,@VirginAmerica requested window seat and confirmed window but got stuck in middle seat. Not a good way to treat silver member😒,,2015-02-20 17:31:01 -0800,"Los Angeles, CA", 568945265899483136,neutral,1.0,,,Virgin America,,daisy1016,,0,@VirginAmerica Grand Budapest Hotel #OscarsCountdown,,2015-02-20 17:28:16 -0800,Florida,Eastern Time (US & Canada) 568943244027006976,neutral,1.0,,,Virgin America,,TGSOFL,,0,@VirginAmerica This is what you missed @NewsVP. Next trip to the 407.,,2015-02-20 17:20:14 -0800,Florida,Eastern Time (US & Canada) 568942331921092608,negative,0.6965,Bad Flight,0.3634,Virgin America,,stephanieslome,,0,@VirginAmerica #wtf I paid for direct flight on purpose not to have to stop for fuel exhausted frequent flier and nothing for inconvenience!,,2015-02-20 17:16:37 -0800,San Francisco,Pacific Time (US & Canada) 568940002849255425,negative,1.0,Customer Service Issue,0.6633,Virgin America,,Alex_Ricardo,,0,@VirginAmerica there is something wrong with you website in Safari iPhone,,2015-02-20 17:07:21 -0800,Montreal,Eastern Time (US & Canada) 568929979981033472,positive,1.0,,,Virgin America,,djchuang,,1,@VirginAmerica thanks for gate checking my baggage on your full flight dfw-lax 883 and giving me early boarding too #sweet,"[32.8454782, -96.8504585]",2015-02-20 16:27:32 -0800,"Orange County, CA",Pacific Time (US & Canada) 568929026644975616,negative,0.6368,Can't Tell,0.6368,Virgin America,,miekd,,0,@VirginAmerica Already checked in so the page expired :X,,2015-02-20 16:23:44 -0800,San Francisco,Pacific Time (US & Canada) 568928741298012160,negative,1.0,Customer Service Issue,0.6525,Virgin America,,insideout,,0,@VirginAmerica Boo for a not refunding a seat upgrade fee I did not want to buy in the first place!,,2015-02-20 16:22:36 -0800,,Central Time (US & Canada) 568928605226426370,neutral,1.0,,,Virgin America,,AirlineFuel,,0,@VirginAmerica shares rise on Q4 financial results - USA TODAY http://t.co/lFS4PEFE6y,,2015-02-20 16:22:04 -0800,Global,Sydney 568926018049691648,neutral,1.0,,,Virgin America,,fromtheleftseat,,0,@VirginAmerica Adds Pillows Instead of Lie-Flat Seats in First Class Arms Race http://t.co/rGYwJBbhm4,,2015-02-20 16:11:47 -0800,Phoenix AZ,Arizona 568923762764095488,positive,0.6855,,,Virgin America,,AlyssaJenS,,0,@VirginAmerica I see what you did there ;),,2015-02-20 16:02:49 -0800,"Bay Area, CA",Pacific Time (US & Canada) 568920614716600320,neutral,0.6803,,,Virgin America,,Kevin_E_Park,,0,@VirginAmerica way to take advantage of #MayweatherPacquiao :),,2015-02-20 15:50:19 -0800,,Pacific Time (US & Canada) 568920221882257408,neutral,1.0,,,Virgin America,,FlexinFinessinB,,0,@VirginAmerica you know I'm flying virgin for the fight #MayweatherPacquiao,,2015-02-20 15:48:45 -0800,,Central Time (US & Canada) 568911350656675841,positive,1.0,,,Virgin America,,drsaadiaim,,0,@VirginAmerica your inflight team makes the experience #amazing!,,2015-02-20 15:13:30 -0800,Boca Raton FL 33434, 568910590921609216,positive,1.0,,,Virgin America,,MaverickGamersX,,0,@VirginAmerica cutest salt and pepper shaker ever. Just when I think you guys can't get any better you just do! http://t.co/vC6Keulg2J,,2015-02-20 15:10:29 -0800,Follow/Retweet for giveaways!, 568901823215448064,negative,1.0,Bad Flight,0.6761,Virgin America,,MsReeseGirl,,0,"@VirginAmerica moved my seat with no notice. ""Better seat"" is cabin select not behind the row I selected👎 #DISAPPOINTED",,2015-02-20 14:35:38 -0800,Los Angeles,Pacific Time (US & Canada) 568898405189038080,neutral,1.0,,,Virgin America,,AirlineFuel,,0,@VirginAmerica shares up on 4Q results - @iol http://t.co/XZ6qeG3nef,,2015-02-20 14:22:04 -0800,Global,Sydney 568897315458691072,positive,1.0,,,Virgin America,,CanPOREOTICS,,0,@VirginAmerica fav airline,,2015-02-20 14:17:44 -0800,"Anaheim, CA", 568890074164809728,positive,0.6776,,,Virgin America,,MaverickGamersX,,0,@VirginAmerica we have a hot female pilot! Sweet! DCA to SFO! :-),,2015-02-20 13:48:57 -0800,Follow/Retweet for giveaways!, 568890062286385153,neutral,1.0,,,Virgin America,,LizaUtter,,0,👍👍✈️✈️💗 When are you guys going to start flying to Paris? @VirginAmerica: @LizaUtter You're welcome.”,,2015-02-20 13:48:54 -0800,"Malibu, CA",Pacific Time (US & Canada) 568884848632279041,neutral,1.0,,,Virgin America,,crj_lll,,0,@VirginAmerica what is your policy on flying after surgery? I am still waiting for answer so I can tell me doctor.,,2015-02-20 13:28:11 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 568882014415249408,negative,1.0,Lost Luggage,1.0,Virgin America,,snellbell,,0,@VirginAmerica already contacted Central Baggage & sent DM. @RenttheRunway is charging me for the dress that was in the lost suitcase #help,,2015-02-20 13:16:56 -0800,,Quito 568874645564362752,positive,1.0,,,Virgin America,,AcronymBex,,0,@VirginAmerica Thank you!!,,2015-02-20 12:47:39 -0800,"NY, NY",Eastern Time (US & Canada) 568868127364096000,negative,0.6569,Customer Service Issue,0.6569,Virgin America,,SleeplessByte,,0,@VirginAmerica Is there anything going on with the website? I've been getting a lot of errors past 30 minutes.,"[0.0, 0.0]",2015-02-20 12:21:45 -0800,Rijswijk ♡ The Netherlands,Amsterdam 568867068331864064,neutral,0.6773,,0.0,Virgin America,,AcronymBex,,0,@VirginAmerica I think i left something on the plane yesterday. who do i call...ah!,,2015-02-20 12:17:32 -0800,"NY, NY",Eastern Time (US & Canada) 568865011717705730,neutral,0.642,,0.0,Virgin America,,notthatnathan,,0,@VirginAmerica I need you to follow back in order to DM.,,2015-02-20 12:09:22 -0800,"Portland, Maine",Eastern Time (US & Canada) 568864815654899712,neutral,1.0,,,Virgin America,,Sleubeau,,0,@VirginAmerica Need to start flying to @KCIAirport . 😊😀😃😄,"[39.24087254, -94.63994975]",2015-02-20 12:08:35 -0800,"Kansas City, MO",Central Time (US & Canada) 568855933360607232,neutral,0.6791,,0.0,Virgin America,,crj_lll,,0,@VirginAmerica they told to check with the airline regulation first so that is why I contacted you.,,2015-02-20 11:33:18 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 568853685855334400,negative,1.0,Can't Tell,0.6421,Virgin America,,Yorkshire_D,,0,@VirginAmerica @VirginAtlantic I have just checked in flight to SFO from LAX & been told as Atlantic Flying Club Gold I get no benefits?!,,2015-02-20 11:24:22 -0800,, 568850967673896960,negative,1.0,Flight Attendant Complaints,0.6458,Virgin America,,SaraBabs,,0,@VirginAmerica husband and I ordered three drinks via my screen and they never came. Awesome!,,2015-02-20 11:13:34 -0800,dc,Eastern Time (US & Canada) 568850943359496192,negative,1.0,Bad Flight,0.6979,Virgin America,,AdamSinger,,0,@VirginAmerica soooo are you guys going to leave the seatbelt light on all flight? You can barely call this turbulence :-),"[0.0, 0.0]",2015-02-20 11:13:28 -0800,"San Francisco, CA",Central Time (US & Canada) 568847512372514816,neutral,1.0,,,Virgin America,,crj_lll,,0,@VirginAmerica what is your policy on flying after surgery?,,2015-02-20 10:59:50 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 568845553104068609,neutral,1.0,,,Virgin America,,AirlineFuel,,0,@VirginAmerica posts second consecutive full-year net profit - @ATWOnline http://t.co/tvB5zbzVhg,,2015-02-20 10:52:03 -0800,Global,Sydney 568840724700995584,negative,1.0,Flight Booking Problems,0.3895,Virgin America,,notthatnathan,,0,"@VirginAmerica Funny story, your website is broken, you have missing javascript and stylesheets on the checkin process. I dislike this!",,2015-02-20 10:32:51 -0800,"Portland, Maine",Eastern Time (US & Canada) 568840560347373569,positive,1.0,,,Virgin America,,polaroidmisha,,0,@VirginAmerica would love to do more for virgin just like I do for @GoPro,"[0.0, 0.0]",2015-02-20 10:32:12 -0800,San Francisco,Pacific Time (US & Canada) 568838020041809920,neutral,1.0,,,Virgin America,,AirlineFuel,,0,@VirginAmerica Results Handily Exceed Forecasts - @NYTimes http://t.co/gonmRwEM6I,,2015-02-20 10:22:07 -0800,Global,Sydney 568837602071203840,neutral,1.0,,,Virgin America,,NazarFakih,,0,"@VirginAmerica I applied for a position in @flyLAXairport ,and I was wondering if you guys received my application.",,2015-02-20 10:20:27 -0800,,Pacific Time (US & Canada) 568833739192557569,neutral,1.0,,,Virgin America,,JetBlueNews,,0,@VirginAmerica achieves a second year of profitability despite revenue pressure ... - @CAPA_Aviation http://t.co/zSuZTNAIJq,,2015-02-20 10:05:06 -0800,USA,Sydney 568830466830151680,neutral,1.0,,,Virgin America,,AirlineFuel,,0,"@VirginAmerica gives positive outlook, but sees increased competition - @Reuters http://t.co/jEu7Od3eYJ",,2015-02-20 09:52:06 -0800,Global,Sydney 568830133626253312,negative,1.0,Customer Service Issue,0.6655,Virgin America,,RobynMatza,,0,@VirginAmerica I'm trying to check into my 10:50AM CT flight tmm on the desktop website and it's not working (some sort of caching bug) SOS,"[0.0, 0.0]",2015-02-20 09:50:46 -0800,"New York, NY",Eastern Time (US & Canada) 568828648687591424,neutral,0.6625,,0.0,Virgin America,,SocialMedia305,,0,@VirginAmerica weather delays > next few weeks ;) #JFK #BOS #DCA,,2015-02-20 09:44:52 -0800,,Eastern Time (US & Canada) 568828112626012160,neutral,1.0,,,Virgin America,,sbaaronson,,0,@VirginAmerica @madbee95 check the website before you go to the airport!,,2015-02-20 09:42:45 -0800,Los Angeles, 568824637267685377,negative,1.0,Customer Service Issue,1.0,Virgin America,,miekd,,0,@VirginAmerica Do you guys know your check-in links from emails are broken? http://t.co/2npXB6oBMr,,2015-02-20 09:28:56 -0800,San Francisco,Pacific Time (US & Canada) 568823689422053376,neutral,1.0,,,Virgin America,,StevenMYoung,,0,@VirginAmerica pilot says we expect a choppy landing in NYC due to some gusty winds w/a temperature of about 5 degrees & w/the windchill -8,,2015-02-20 09:25:10 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568815689684815873,positive,1.0,,,Virgin America,,thecompostcook,,0,@VirginAmerica loved it. Can't wait for Monday's return flight... Mostly just to watch the inflight safety video again. #sorrynotsorry,"[37.77465018, -122.44032176]",2015-02-20 08:53:23 -0800,"New York, NY",Eastern Time (US & Canada) 568812046747201537,negative,1.0,Lost Luggage,1.0,Virgin America,,snellbell,,1,"@VirginAmerica lost my luggage 4 days ago on flight VX 112 from LAX to IAD & I'm calling every day, no response.Please give me back my stuff",,2015-02-20 08:38:54 -0800,,Quito 568811384437411840,negative,0.662,Flight Booking Problems,0.662,Virgin America,,chrisaguiar88,,0,@VirginAmerica The Flight Booking Problems section of your website seems to be broken on Chrome. Might wanna look into that.,,2015-02-20 08:36:16 -0800,Massachusetts, 568805696780824576,positive,1.0,,,Virgin America,,matthewhirsch,,0,@VirginAmerica Hi! Just wanted to see if you have any new routes planned this year for Newark. Love flying you guys and hope to do so more!,,2015-02-20 08:13:40 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568803996774879232,positive,0.6884,,,Virgin America,,GabriellaDago,,0,"@VirginAmerica I mean. Probably inappropriate while on board.. But, it's on!",,2015-02-20 08:06:55 -0800,New York City,Eastern Time (US & Canada) 568802396907835393,positive,0.6658,,,Virgin America,,AdamSinger,,0,@VirginAmerica happy to spend the day together. Let's do this!,,2015-02-20 08:00:33 -0800,"San Francisco, CA",Central Time (US & Canada) 568800805475782656,neutral,0.375,,0.0,Virgin America,,GabriellaDago,,0,@VirginAmerica is saving my sanity right now: http://t.co/ELtBOLjUl9,,2015-02-20 07:54:14 -0800,New York City,Eastern Time (US & Canada) 568795484283736064,neutral,1.0,,,Virgin America,,MarcPerez,,0,@VirginAmerica missed my flight. How does standby work?,,2015-02-20 07:33:05 -0800, California 92705,Pacific Time (US & Canada) 568795139512127488,positive,1.0,,,Virgin America,,JayRockerz,,0,.@VirginAmerica They were very understanding and helped me out. Thx! #Comps,,2015-02-20 07:31:43 -0800,"39.149054, -77.273589",Eastern Time (US & Canada) 568792520337039360,neutral,1.0,,,Virgin America,,mlbkid162,,0,@VirginAmerica brought it all the way across the country today I see http://t.co/TKaUyGcPmS,,2015-02-20 07:21:19 -0800,New york, 568791035297468416,positive,1.0,,,Virgin America,,Hwoodboy24,,0,@VirginAmerica thank you! I absolutely will 😎,,2015-02-20 07:15:25 -0800,BOS • LA • NYC ,Pacific Time (US & Canada) 568790164404899840,negative,1.0,Can't Tell,1.0,Virgin America,,perMicah,,0,@virginamerica Looks like a broken link for your assets https://t.co/OArDjjGrrD,,2015-02-20 07:11:57 -0800,"Brooklyn, NY",Quito 568781819233091584,neutral,0.6529,,,Virgin America,,GabriellaDago,,0,@VirginAmerica are you ready!? Let's say it together.. 'Noooo turbulence today!' 😘,,2015-02-20 06:38:47 -0800,New York City,Eastern Time (US & Canada) 568775898234798081,negative,1.0,Flight Booking Problems,0.6667,Virgin America,,perMicah,,0,@virginamerica the manage itinerary section of your website seems to be broken for me https://t.co/2pUJvCElNg,,2015-02-20 06:15:16 -0800,"Brooklyn, NY",Quito 568769672922812418,negative,1.0,Customer Service Issue,0.6237,Virgin America,,iamnayr,,0,"@VirginAmerica can't check in, your site looks like this every time it loads http://t.co/kAcY2AwDbW",,2015-02-20 05:50:31 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568735060104511488,neutral,1.0,,,Virgin America,,gemmabow19,,2,@VirginAmerica can u help this 👸 @FreyaBevan_Fund needs urgent treatment in🇺🇸2y old battling cancer could u help with flights 💗#freyasfund,,2015-02-20 03:32:59 -0800,, 568689188377403392,neutral,1.0,,,Virgin America,,BFPTravel,,0,@virginamerica may start service to Hawaii from #SanFrancisco this year http://t.co/yPo7nYpRZl #biztravel,,2015-02-20 00:30:42 -0800,,London 568663147189415936,negative,1.0,Customer Service Issue,0.6596,Virgin America,,davidhfe,,0,@virginAmerica Other carriers are less than half price for a round trip fare. I am stunned. http://t.co/UKdjjijroW,,2015-02-19 22:47:14 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568662343170674688,negative,1.0,Flight Booking Problems,0.6841,Virgin America,,davidhfe,,0,@VirginAmerica WTF is happening in PDX Late Flight March such that one way from SFO is ~$550?,,2015-02-19 22:44:02 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568646087361355776,neutral,0.6667,,,Virgin America,,chet,,0,@VirginAmerica add DTW and I'm sold!,,2015-02-19 21:39:26 -0800,,Pacific Time (US & Canada) 568643040073506816,positive,0.6809,,,Virgin America,,TMAnderson10,,0,@VirginAmerica How about some free drinks on the flight back for the free promo?,,2015-02-19 21:27:20 -0800,"Dallas, TX", 568633361595412481,positive,1.0,,,Virgin America,,SSal,,0,@VirginAmerica @SSal thanks!,,2015-02-19 20:48:52 -0800,"Dutchess County, NY",Eastern Time (US & Canada) 568632394929958912,neutral,0.6354,,,Virgin America,,SoleXclusive415,,0,@VirginAmerica momma I made it! 😁😁😁,,2015-02-19 20:45:02 -0800,Bay Area, 568630879246901248,neutral,1.0,,,Virgin America,,SSal,,0,@VirginAmerica please contact me about portfolio left on flight VX 27 from JFK to SFO tonite seat 7AM. Need it returned. Call 914-329-0185.,,2015-02-19 20:39:00 -0800,"Dutchess County, NY",Eastern Time (US & Canada) 568629385105793024,neutral,0.6742,,0.0,Virgin America,,SSal,,0,@VirginAmerica help. I was On Flight 27 from JKF tonight. seat 7C left portfolio. Need it back!!,,2015-02-19 20:33:04 -0800,"Dutchess County, NY",Eastern Time (US & Canada) 568626625857728513,neutral,0.6745,,,Virgin America,,SoleXclusive415,,1,@VirginAmerica @shrinerack Seattle bound. Wifey got me the duffle for vday. She's a keeper!!! Holla!!! http://t.co/JlOIbLnair,,2015-02-19 20:22:06 -0800,Bay Area, 568608718994026496,negative,1.0,Lost Luggage,1.0,Virgin America,,j_payton,,0,"@VirginAmerica my luggage is gone. I've filed my paperwork, promised a call/email. Still no resolution or response from central luggage.",,2015-02-19 19:10:57 -0800,San Francisco,Quito 568607562251108352,neutral,0.6461,,,Virgin America,,AQR415,,0,@VirginAmerica Debbie Baldwin gave a #rockstar performance of the safety demo this evening on VX919 #LAS2SFO #BestCrew #SheRocks,,2015-02-19 19:06:21 -0800,San Francisco,Pacific Time (US & Canada) 568605449659895808,positive,0.6482,,,Virgin America,,SuuperG,,0,@VirginAmerica Thanks!,,2015-02-19 18:57:58 -0800,Wandering So-Cal-ian,Pacific Time (US & Canada) 568604690767872000,positive,1.0,,,Virgin America,,imacsweb,,0,@VirginAmerica thanks for taking care of @SuuperG on her flight!! #rockstars #travel,,2015-02-19 18:54:57 -0800,At an airport near you....,Pacific Time (US & Canada) 568602941940043776,positive,1.0,,,Virgin America,,SuuperG,,0,@VirginAmerica Thanks for the lovely soft views! #travel #SAN to #SFO http://t.co/CnctL7G1ef,,2015-02-19 18:48:00 -0800,Wandering So-Cal-ian,Pacific Time (US & Canada) 568595620002279424,negative,1.0,Flight Booking Problems,0.6406,Virgin America,,El_Nel_81,,0,@VirginAmerica I requested a mileage challenge for status several weeks ago online but haven't heard back. How do I get help with this?,,2015-02-19 18:18:54 -0800,, 568585196699664384,negative,0.6381,Flight Booking Problems,0.3279,Virgin America,,zoelle,,0,"@VirginAmerica Just trying to book tickets to NYC and facing super fun broken styling. Don't worry, I'll keep trying :)",,2015-02-19 17:37:29 -0800,San Francisco,Pacific Time (US & Canada) 568579880046227457,neutral,0.6703,,,Virgin America,,FreyaBevan_Fund,,1,"@VirginAmerica Many Thanks for the Follow. #ourprincess #freyasfund #USA #Bandie Looking for Any Help😍 💗🇬🇧💗🇺🇸💗 🎀🌏🎀 http://t.co/UJfS9Zi6kd",,2015-02-19 17:16:21 -0800,freyabevanfund@hotmail.com, 568577243200376833,neutral,0.6559,,,Virgin America,,traveldg,,0,"@VirginAmerica Nice, Lofty View @flyLAXairport. #SilverStatus http://t.co/F4Tp0dAwbd","[33.94696831, -118.40747994]",2015-02-19 17:05:53 -0800,San Francisco, 568576829000425472,negative,1.0,Customer Service Issue,0.6543,Virgin America,,joyabsalon,,0,@VirginAmerica Applied for Status Match on Feb 1. Got confirmation email same day. Still no news though. You guys have dropped ball Late Flightly 😥,,2015-02-19 17:04:14 -0800,Northern Virginia,Eastern Time (US & Canada) 568572344056180737,neutral,0.6673,,,Virgin America,,adavidson26,,0,@VirginAmerica is my new go to airline,,2015-02-19 16:46:25 -0800,Bay Area,Pacific Time (US & Canada) 568571772251082752,neutral,1.0,,,Virgin America,,FreyaBevan_Fund,,1,"@VirginAmerica @VirginAtlantic @GMA @AmericanAir Can You Help #ourprincess in need of some help in #USA 🎀🇬🇧🎀🇺🇸🎀 http://t.co/778AzTDaer",,2015-02-19 16:44:08 -0800,freyabevanfund@hotmail.com, 568553610981740544,positive,1.0,,,Virgin America,,SigmaRue,,0,"@VirginAmerica I adore you, and am so looking forward to my flight to Austin in two weeks.",,2015-02-19 15:31:58 -0800,"Portland, OR",Pacific Time (US & Canada) 568543525505089536,positive,0.6875,,,Virgin America,,MNDNCH,,0,@VirginAmerica I was so glad it was mentioned. I took my first virgin flight a few years back and it was a transformative experience.,,2015-02-19 14:51:54 -0800,SD/LA/PS,Pacific Time (US & Canada) 568541317816561664,neutral,1.0,,,Virgin America,,AArt763,,0,@VirginAmerica Flight Booking Problems flight to uphold my status match. Do taxes on ticket count as earned status points? #statusmatch #virginamerica,,2015-02-19 14:43:07 -0800,,Arizona 568536882012749824,negative,0.6539,Customer Service Issue,0.3461,Virgin America,,conorjrogers,,0,@VirginAmerica trying to check-in...but looks like your site is down?,,2015-02-19 14:25:30 -0800, DC | Jersey City,Eastern Time (US & Canada) 568532221180534784,negative,0.6558,Late Flight,0.6558,Virgin America,,bonniecamp,,1,"@VirginAmerica spending my birthday night with you, DAL-DCA. Get me home!",,2015-02-19 14:06:59 -0800,, 568526847320784896,negative,0.6596,Customer Service Issue,0.3617,Virgin America,,GaySkiWeek,,0,@VirginAmerica Sent a couple messages to the email you provided but to no avail. Will try again next year. Cheers.,,2015-02-19 13:45:37 -0800,"Telluride, CO",Central Time (US & Canada) 568525368572817408,positive,1.0,,,Virgin America,,graveyardtravel,,0,"@VirginAmerica first time flying Virgin, went to #SanFrancisco .Thanks for the smooth ride. Easily my new fav airline!",,2015-02-19 13:39:45 -0800,"Portland, Oregon",Tijuana 568522203198697474,negative,0.6436,Can't Tell,0.324,Virgin America,,taygarrett,,0,"@VirginAmerica seriously, though. will there not be direct flights from SFO-FLL in may???",,2015-02-19 13:27:10 -0800,san francisco,Eastern Time (US & Canada) 568519971971538945,negative,0.3617,Flight Booking Problems,0.3617,Virgin America,,jamonholmgren,,0,@VirginAmerica It's fine. Already done with my purchase. But you should try it. Just go most of the way through then go back 3,,2015-02-19 13:18:18 -0800,"Vancouver, WA",Arizona 568518985056002049,negative,1.0,Bad Flight,0.6723,Virgin America,,BlackFlagShoppe,,0,"@virginamerica not really the experience I was hoping 4, I ws forced 2 check in a small carry on, w/ nothing but empty cabin space on board",,2015-02-19 13:14:23 -0800,”Straight Outta Jersey”,Central Time (US & Canada) 568517565548339200,negative,0.7223,longlines,0.7223,Virgin America,,c_crubin,,0,"@VirginAmerica wjere is our luggage #so slow at lax",,2015-02-19 13:08:44 -0800,,London 568517447847780353,neutral,0.6925,,,Virgin America,,fromtheleftseat,,0,@VirginAmerica to jump into the #Dallas #Austin market http://t.co/SzR0pioA21,,2015-02-19 13:08:16 -0800,Phoenix AZ,Arizona 568511755040657409,negative,1.0,Customer Service Issue,0.6581,Virgin America,,richeyvicious,,0,"@VirginAmerica I spoke with a representative that offered no solution, I am a loyal customer who flies on @VirginAtlantic as well",,2015-02-19 12:45:39 -0800,"LES, NYC", 568511474580066304,negative,1.0,Flight Booking Problems,0.6725,Virgin America,,richeyvicious,,0,@VirginAmerica I am deeply disappointed that your birthday promo was not applied to a trip I booked mere days before I received the email,,2015-02-19 12:44:32 -0800,"LES, NYC", 568496820604821505,negative,0.654,Flight Booking Problems,0.3438,Virgin America,,taygarrett,,0,"@VirginAmerica what happened to direct flights from SFO-FLL? Looking in May, only see connecting #help #dontdothistome",,2015-02-19 11:46:18 -0800,san francisco,Eastern Time (US & Canada) 568495808053702656,neutral,1.0,,,Virgin America,,LondonBrushCo,,0,@virginamerica.. Can you help? Left my blazer in. Kooples jacket bag at 3rd row second seat from right gate 36 T3 lax.. Flight to sfo,,2015-02-19 11:42:17 -0800,Global,Pacific Time (US & Canada) 568492682152189952,neutral,1.0,,,Virgin America,,sapnasparikh,,0,@VirginAmerica partners with @Visa Checkout as mobile payment method to help boost mobile conversion rates #etailwest #payments #visa,,2015-02-19 11:29:52 -0800,new york, 568491256508231680,positive,1.0,,,Virgin America,,alexster4324,,0,"@VirginAmerica just promoting the product is all, had a problem with southwest and recommend noneother than the best! http://t.co/tFaNXBh1Cf",,2015-02-19 11:24:12 -0800,, 568490223417602050,positive,1.0,,,Virgin America,,beasharif,,0,"@VirginAmerica love you guys, but pls get some direct routes LAS to AUS!",,2015-02-19 11:20:05 -0800,The World,Pacific Time (US & Canada) 568483591623208961,neutral,1.0,,,Virgin America,,MajorPaayne,,0,@VirginAmerica i would like help with some flights please.,,2015-02-19 10:53:44 -0800,,Central Time (US & Canada) 568483491819753472,neutral,0.6624,,0.0,Virgin America,,giannilee,,0,Bruh “@VirginAmerica: @giannilee Turn down for what. #VXSafetyDance”,,2015-02-19 10:53:21 -0800,VFILES DJ CHAMPION,Eastern Time (US & Canada) 568481985221537792,positive,1.0,,,Virgin America,,Rgulojr,,0,@VirginAmerica of course! I work for @VirginAtlantic and I'm obsessed with the entire Virgin family!!,,2015-02-19 10:47:21 -0800,Chicago,Eastern Time (US & Canada) 568478510538493952,positive,0.6548,,,Virgin America,,_kristenicole_,,0,@VirginAmerica ok! first time flying with you tonight :),,2015-02-19 10:33:33 -0800,☂ Seattle | WA,Eastern Time (US & Canada) 568476562376531969,neutral,0.6696,,,Virgin America,,CuteMonsterDad,,0,@virginamerica Digging the swanky pink mood lighting during the flight from NYC to SFO. Just needs a cabaret singer. Think about it!,,2015-02-19 10:25:48 -0800,3rd Planet from the Sun,Central Time (US & Canada) 568472719102234624,neutral,1.0,,,Virgin America,,chase_f,,0,"@VirginAmerica Done, but I need the receipt ASAP. Could you please help? #150219-000114",,2015-02-19 10:10:32 -0800,"San Francisco, CA",Quito 568469942711885825,negative,0.6756,Can't Tell,0.6756,Virgin America,,danteusa1,,0,"@VirginAmerica I have 2d and 3d embossed badges and patches superior to the ones you are currently using. http://t.co/3fq3XElbOn",,2015-02-19 09:59:30 -0800,, 568463892453724160,negative,1.0,Bad Flight,0.6899,Virgin America,,wmrrock,,0,@VirginAmerica on VX399 from JFK to LA - dirty plane - not up to your standards.,,2015-02-19 09:35:28 -0800,CT,Eastern Time (US & Canada) 568463244035289088,negative,1.0,Bad Flight,1.0,Virgin America,,wmrrock,,0,@VirginAmerica on flight VX399 headed to LA from JFK - dirtiest VA plane I have ever been on. Sad for a great airline.,"[0.0, 0.0]",2015-02-19 09:32:53 -0800,CT,Eastern Time (US & Canada) 568460512553353216,positive,0.6888,,,Virgin America,,mightymeesh,,0,@VirginAmerica got it squared away. Someone picked up as soon as I tweeted. Should have tweeted sooner. 😉,,2015-02-19 09:22:02 -0800,San Francisco, 568458513636134913,negative,1.0,Customer Service Issue,1.0,Virgin America,,Matthewbenz,,0,@VirginAmerica your Avis rental continue button doesn't work on your website to book car. Tried 4 times on phone. This sucks!,,2015-02-19 09:14:05 -0800,San Francisco,Pacific Time (US & Canada) 568457140894969856,negative,1.0,Late Flight,1.0,Virgin America,,LondonBrushCo,,0,@VirginAmerica delayed to10.30!!,,2015-02-19 09:08:38 -0800,Global,Pacific Time (US & Canada) 568456334581981184,negative,1.0,Customer Service Issue,1.0,Virgin America,,mightymeesh,,0,@VirginAmerica currently in minute 10 of being on hold with cust. service. Do I need to do anything to add a lap child to my reservation?,,2015-02-19 09:05:26 -0800,San Francisco, 568452676452806656,neutral,0.6837,,,Virgin America,,0504Traveller,,0,"@VirginAmerica Adds Pillows Instead of Lie-Flat Seats in First Class Arms Race http://t.co/SfjDuahx9Z by @skift",,2015-02-19 08:50:54 -0800,,Central Time (US & Canada) 568452186977361921,positive,0.6667,,,Virgin America,,KarinSLee,,0,“@VirginAmerica: @KarinSLee Of course. Have fun celebrating!” Thanks! Happy Chinese New Year!,,2015-02-19 08:48:57 -0800,all over ca, 568451468560187393,positive,0.6395,,,Virgin America,,EricLMitchell,,0,@VirginAmerica Flight Booking Problems last second flight for next week from SFO- to SAN any chance you want to gift me a promo code since I love you guys,,2015-02-19 08:46:06 -0800,San Francisco,Pacific Time (US & Canada) 568447216156692480,negative,1.0,Can't Tell,1.0,Virgin America,,fattbelly,,0,@VirginAmerica Comenity Bank is a joke! Please change. Nothing but constant problems with this bank,,2015-02-19 08:29:12 -0800,S F, 568440278853525504,neutral,0.6774,,0.0,Virgin America,,itsGREEKSAUSAGE,,0,"@VirginAmerica I just did, how can I DM? Do u have to also add me?",,2015-02-19 08:01:38 -0800,"NY, NJ, CA, Greece",Eastern Time (US & Canada) 568437415603507200,positive,0.6618,,,Virgin America,,kzone7,,0,"@VirginAmerica For my Grandma Ella's 80th, she would <3 a bday greeting from your flight crew! She was a stewardess for Eastern Airlines.",,2015-02-19 07:50:15 -0800,"Long Island, NY",Eastern Time (US & Canada) 568434482270707712,positive,1.0,,,Virgin America,,heatherbeckel,,0,@VirginAmerica Just bought tix for ATX - Dallas route - thanks for adding that! Love yr airline & yr website is BEST transactional site EVER,,2015-02-19 07:38:36 -0800,ATX,Central Time (US & Canada) 568432117539065856,neutral,1.0,,,Virgin America,,TLoui143,,0,"@VirginAmerica Anytime, sugafly.",,2015-02-19 07:29:12 -0800,Out to Brunch with @Kanyewest.,Central Time (US & Canada) 568429677779365888,positive,1.0,,,Virgin America,,marshman240,,0,@VirginAmerica gave a credit for my Late Flight flight yesterday. Great service !!!! That's a Wow moment! Unexpected gesture!,,2015-02-19 07:19:30 -0800,San Francisco, 568428224813916160,neutral,1.0,,,Virgin America,,chase_f,,0,@VirginAmerica I need a receipt for a flight change. Can you send one?,,2015-02-19 07:13:44 -0800,"San Francisco, CA",Quito 568423029371334656,negative,1.0,Customer Service Issue,1.0,Virgin America,,hungarianhc,,0,"@VirginAmerica, I submitted a status match request a while back and still haven’t heard! I’m flying on Monday. Can you look / accelerate?","[0.0, 0.0]",2015-02-19 06:53:05 -0800,"San Francisco, CA",Alaska 568406048777900032,positive,1.0,,,Virgin America,,MarcSM,,0,@VirginAmerica had me at their safety video . . . http://t.co/CqMm7nuE9m LOVED my first cross country flight. #livewelltraveled #sytycd,,2015-02-19 05:45:37 -0800,"East Village, New York City",Eastern Time (US & Canada) 568392783922372608,positive,0.6871,,,Virgin America,,quackling,,0,@VirginAmerica that doesn't look to fat to me! It looks yummy!,,2015-02-19 04:52:54 -0800,"Birmingham, Michigan", 568391084210036736,neutral,1.0,,,Virgin America,,tedreednc,,0,"@VirginAmerica CEO says #Southwest & #jetblue have strayed from low cost model. http://t.co/96Sctomh29",,2015-02-19 04:46:09 -0800,"Charlotte, NC",Eastern Time (US & Canada) 568382154071089154,neutral,0.6811,,,Virgin America,,stevengcpa,,0,@VirginAmerica a brilliant brisk am in Boston in cue for vx363 http://t.co/rMZNIVGmg6,,2015-02-19 04:10:40 -0800,California,Pacific Time (US & Canada) 568364437599436800,neutral,1.0,,,Virgin America,,DOHA_Insight,,0,@VirginAmerica Atlantic ploughs a lone furrow in the #MiddleEast http://t.co/FVUdmh27pF @TheNationalUAE,,2015-02-19 03:00:16 -0800,"Doha, Qatar",Quito 568349321634013184,neutral,1.0,,,Virgin America,,LibyaBizInfo,,0,@VirginAmerica Atlantic ploughs a lone furrow in the #MiddleEast http://t.co/DCoBoKN7EE @TheNationalUAE,,2015-02-19 02:00:12 -0800,Libya, 568307768551026688,neutral,0.7026,,0.0,Virgin America,,AlgeriaTweets,,0,@VirginAmerica Atlantic ploughs a lone furrow in the #MiddleEast http://t.co/vw4P4T4tLh @TheNationalUAE,,2015-02-18 23:15:05 -0800,"Algiers, Algeria",Abu Dhabi 568303606710956032,positive,0.6724,,,Virgin America,,_raulll,,0,@VirginAmerica omg omg😍😍 nonstop Dallas to Austin on virgin✨😱✈️,,2015-02-18 22:58:33 -0800,"mckinney, tx", 568279994876571649,positive,1.0,,,Virgin America,,TLoui143,,0,@VirginAmerica Your planes are really pretty. Just thought u should know that. :),,2015-02-18 21:24:43 -0800,Out to Brunch with @Kanyewest.,Central Time (US & Canada) 568265552583479296,neutral,1.0,,,Virgin America,,mikeb51431,,0,@VirginAmerica when are you flying to hawaii,,2015-02-18 20:27:20 -0800,,Arizona 568259485413715969,negative,0.6801,Flight Booking Problems,0.6801,Virgin America,,gbone34,,0,@VirginAmerica I'm pulling my hair out trying to book a flight with u. Your site doesn't work on iPhone or iPad.don't have a computer #help,,2015-02-18 20:03:13 -0800,, 568245360998658048,positive,1.0,,,Virgin America,,GeorgettePierre,,0,@VirginAmerica thank you,,2015-02-18 19:07:06 -0800,your third eye...,Eastern Time (US & Canada) 568240364315783168,negative,0.6307,Customer Service Issue,0.6307,Virgin America,,edzme,,0,@VirginAmerica Can I get some help with a support ticket? It's been 15 days.... Incident: 150202-000419 Thank you!,,2015-02-18 18:47:14 -0800,The other side, 568239036533497856,positive,1.0,,,Virgin America,,Joaquin68443,,0,@VirginAmerica good to be home #texas #moodlighting http://t.co/N3BVZTY3zI,,2015-02-18 18:41:58 -0800,714 to 972, 568218962833461248,negative,1.0,Bad Flight,1.0,Virgin America,,contimike,,0,@VirginAmerica I cannot even open my laptop in seat 4C and I paid a premium for this?!! Let me out of here!,,2015-02-18 17:22:12 -0800,"New York, sort of!", 568216286561374208,negative,1.0,Bad Flight,1.0,Virgin America,,contimike,,0,@VirginAmerica I am in seat 4C and I cannot even open my laptop; and I paid extra for this seat!!,,2015-02-18 17:11:34 -0800,"New York, sort of!", 568209028188233728,neutral,1.0,,,Virgin America,,nschneble,,0,.@VirginAmerica If only you guys were starting those flights at the end of the month! Guess I’m still road tripping on Feb 27…,,2015-02-18 16:42:43 -0800,,Eastern Time (US & Canada) 568204964742496256,positive,1.0,,,Virgin America,,eganist,,0,"@VirginAmerica thanks for that. Been needing a way to make those Austin trips from DCA, and now you've come through!",,2015-02-18 16:26:34 -0800,Washington D.C.,Eastern Time (US & Canada) 568203174198284288,neutral,1.0,,,Virgin America,,pointsguy,,3,"@VirginAmerica announced New Route to Austin w/fares from $39/way. http://t.co/gA8pbamu0C",,2015-02-18 16:19:28 -0800,United States,Central Time (US & Canada) 568199730989174784,neutral,0.3483,,0.0,Virgin America,,timlopez,,0,@VirginAmerica Really? Sprint? I thought you guys were 'kewl'! 0_0,,2015-02-18 16:05:47 -0800,Southern California,Pacific Time (US & Canada) 568195292803129345,positive,1.0,,,Virgin America,,mirandahaustin,,0,@VirginAmerica this is too cool! Never been on ur planes but now I will!!,,2015-02-18 15:48:09 -0800,"Austin, TX",Central Time (US & Canada) 568193116437483520,neutral,0.639,,,Virgin America,,franks105,,0,@VirginAmerica you should have 39 dollar LAX-Las fares!!!,,2015-02-18 15:39:30 -0800,Hogwarts,Pacific Time (US & Canada) 568189531033174016,positive,1.0,,,Virgin America,,iamDavidAustin,,0,@VirginAmerica great. Well deserved.,,2015-02-18 15:25:15 -0800,,Pacific Time (US & Canada) 568174745293709313,negative,0.6727,Customer Service Issue,0.6727,Virgin America,,mekirkpatrick,,0,@VirginAmerica FYI the info@virginamerica.com email address you say to contact in password reset emails doesn't exist. Emails bounce.,,2015-02-18 14:26:30 -0800,"Long Beach, CA",Pacific Time (US & Canada) 568165573869199361,negative,1.0,Customer Service Issue,1.0,Virgin America,,jpf4986,,0,@VirginAmerica Status match - 2 weeks have gone by and no news.Flt next week - hope flt will count towards requirement. Cust Svc no help!!!,,2015-02-18 13:50:03 -0800,, 568157680696729600,negative,0.6702,Customer Service Issue,0.6702,Virgin America,,Pace6445,,0,@VirginAmerica your website sucks donkey dicks. Just thought you should know. All best.,"[40.63767372, -74.11075451]",2015-02-18 13:18:41 -0800,"Staten Island, NY", 568150150289461249,neutral,0.6769,,0.0,Virgin America,,wmrrock,,0,@VirginAmerica You should still develop an app - then you will be my favorite airline.,"[0.0, 0.0]",2015-02-18 12:48:46 -0800,CT,Eastern Time (US & Canada) 568148652352544769,negative,0.6876,Can't Tell,0.6876,Virgin America,,HuntTreadwell,,0,@VirginAmerica all crap channels which is why I pay to watch UK tv,,2015-02-18 12:42:49 -0800,, 568146157534367744,positive,1.0,,,Virgin America,,wmrrock,,0,@VirginAmerica got it. All set - Thanks!,"[0.0, 0.0]",2015-02-18 12:32:54 -0800,CT,Eastern Time (US & Canada) 568144330268868608,neutral,1.0,,,Virgin America,,jsamaudio,,0,@VirginAmerica no A's channel this year?,,2015-02-18 12:25:38 -0800,St. Francis (Calif.),Pacific Time (US & Canada) 568142526110019584,neutral,1.0,,,Virgin America,,wmrrock,,0,@VirginAmerica Only thing I see on passbook is Virgin Mobile Mexico. How do I integrate?,"[0.0, 0.0]",2015-02-18 12:18:28 -0800,CT,Eastern Time (US & Canada) 568140092453179394,positive,1.0,,,Virgin America,,JCervantezzz,,0,@VirginAmerica Giants and Virgin America. A match made in heaven.,,2015-02-18 12:08:48 -0800,"California, San Francisco",Pacific Time (US & Canada) 568140010458894338,positive,1.0,,,Virgin America,,GabriellaDago,,0,"@VirginAmerica thank goodness!! Also, see you friday, nwk>sf.. BOOM!",,2015-02-18 12:08:28 -0800,New York City,Eastern Time (US & Canada) 568136946016522240,negative,1.0,Can't Tell,1.0,Virgin America,,wmrrock,,0,@VirginAmerica how come you don't have an iPhone app? Still using and making me waste paper.,"[0.0, 0.0]",2015-02-18 11:56:18 -0800,CT,Eastern Time (US & Canada) 568132935037132800,negative,1.0,Customer Service Issue,0.6989,Virgin America,,matthew,,0,@VirginAmerica Your back of seat entertainment system does not accept credit cards that have an apostrophe in the surname. #apostrophefail,,2015-02-18 11:40:21 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568132204712370178,negative,0.6901,longlines,0.3802,Virgin America,,mrpresident1776,,0,@VirginAmerica When will VX use all 6 LGA slots instead of 4 today? Adding AUS makes this less likely :(,,2015-02-18 11:37:27 -0800,"Washington, D.C.", 568122723915862016,neutral,0.6646,,,Virgin America,,elimae724,,0,@VirginAmerica is helping me step up my @Tinder game! #TinderTips #tinderchamp http://t.co/jBmVVha63A,,2015-02-18 10:59:47 -0800,California Love #VFL, 568120102660341760,positive,1.0,,,Virgin America,,ctpsts,,0,@VirginAmerica I luv ur people and product! 1 thing is y do u charge for herbal tea but not black tea? I'm not a caffeine drinker,,2015-02-18 10:49:22 -0800,, 568119079371997186,positive,1.0,,,Virgin America,,jhen_d,,0,@VirginAmerica thank you! See y'all soon! I'm excited to see the expansion of destinations. Spread those wings!,,2015-02-18 10:45:18 -0800,"Austin, Texas",Mountain Time (US & Canada) 568114097142652928,neutral,0.6629999999999999,,,Virgin America,,AUStinAirport,,2,"@VirginAmerica announces new nonstop connecting @AUStinAirport & @DallasLoveField, $39 intro: http://t.co/qXnOaQtYN8 http://t.co/JK7qmdfqgf",,2015-02-18 10:25:30 -0800,"Austin, TX",Mountain Time (US & Canada) 568104519633993728,neutral,0.6895,,,Virgin America,,reaganroy,,1,@VirginAmerica adds Austin-Dallas Love Field route. http://t.co/XWJoL55FLH http://t.co/Y8AOrMfkaC,,2015-02-18 09:47:27 -0800,,Central Time (US & Canada) 568104264733573122,negative,0.6651,Flight Booking Problems,0.3413,Virgin America,,onewil,,0,@VirginAmerica sad to learn you no longer fly SFO > PHL. Hope it returns!,"[0.0, 0.0]",2015-02-18 09:46:26 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568101393111891968,neutral,0.6559,,0.0,Virgin America,,PlantFoodDude,,0,"@VirginAmerica - can you tweet me the Cancelled Flight/chng fee for a flight? or can I rebook under one of your affiliates? If so, who are afiliates?",,2015-02-18 09:35:01 -0800, NJ USA,Eastern Time (US & Canada) 568100257931747328,positive,1.0,,,Virgin America,,jtwiegele,,0,@VirginAmerica has the most INCREDIBLE customer service I've ever experienced! So refreshing!,,2015-02-18 09:30:30 -0800,"San Francisco, CA", 568100090390425600,neutral,1.0,,,Virgin America,,sporch62,,0,"@VirginAmerica Now, when will we see VirginAmerica come to Philadelphia (PHL).",,2015-02-18 09:29:50 -0800,, 568095440517754881,positive,0.6655,,,Virgin America,,chrisdpatton,,0,"@VirginAmerica , am I dreaming? Did you really just open up a route between Dallas and Austin?! And does this mean Houston might be next?",,2015-02-18 09:11:22 -0800,"Annapolis, Maryland", 568093957080551424,positive,0.6522,,,Virgin America,,stopasyougo,,0,@VirginAmerica OMG FINALLY,,2015-02-18 09:05:28 -0800,,Central Time (US & Canada) 568088472772157440,neutral,1.0,,,Virgin America,,AlMehairiAUH,,0,@VirginAmerica to start 5xweekly #A319 flights from to #Dallas @DallasLoveField #Austin on 28APR #avgeek,,2015-02-18 08:43:41 -0800,Abu Dhabi,Abu Dhabi 568086068328681473,neutral,0.6632,,,Virgin America,,AwsmSpaceMonkey,,0,@VirginAmerica Nice to see you expanding in Texas but don't forget about us here in #SanDiego. I would love to see more flights out of here!,,2015-02-18 08:34:07 -0800,"San Marcos, CA",Pacific Time (US & Canada) 568083179023650818,negative,1.0,Bad Flight,0.3556,Virgin America,,iamWalkerR,,0,@VirginAmerica kinda sucked my earphone jack didn't work on my flight. They may want to look into that for future passengers,,2015-02-18 08:22:39 -0800,"New York, NY",Central Time (US & Canada) 568079278505463808,negative,1.0,Bad Flight,0.6326,Virgin America,,MarcoFlavioM,,0,@VirginAmerica Very poor experience. First computer problem now seat malfunction. Stuck. Missing meeting in San Diego.,,2015-02-18 08:07:09 -0800,USA,Pacific Time (US & Canada) 568068513224654848,neutral,1.0,,,Virgin America,,0504Traveller,,0,"@VirginAmerica to battle @SouthwestAir on @DallasLoveField-@AUStinAirport route http://t.co/6RLz0EBk2X via @usatoday",,2015-02-18 07:24:22 -0800,,Central Time (US & Canada) 568068214325784576,positive,1.0,,,Virgin America,,dreamerintexas,,0,@VirginAmerica #thankyou the DAL-AUS route makes my day!!!!,,2015-02-18 07:23:11 -0800,austin dallas chile london,Central Time (US & Canada) 568064123621093377,positive,1.0,,,Virgin America,,WilsonJoshuaLee,,0,@virginamerica awesome deals DAL-AUS for only $39 each way! https://t.co/xCVQXYkg49,,2015-02-18 07:06:55 -0800,"Dallas, TX",Central Time (US & Canada) 568061922265804802,neutral,1.0,,,Virgin America,,sanjosedr,,0,@VirginAmerica I miss the #nerdbird in San Jose,,2015-02-18 06:58:11 -0800,"San Jose, California ",Arizona 568059129601724416,positive,1.0,,,Virgin America,,dsg0110,,0,"@VirginAmerica love it, taking @SouthwestAir on in their backyard! Consumers win when biz competes.",,2015-02-18 06:47:05 -0800,"San Diego, CA",Pacific Time (US & Canada) 568058610296565760,positive,1.0,,,Virgin America,,lakebrahlands,,0,@VirginAmerica ​ is flying from Love to Austin now. That is most excellent news.,,2015-02-18 06:45:01 -0800,"Zip City aka Dallas, TX ",Central Time (US & Canada) 568054702635483136,neutral,0.6477,,0.0,Virgin America,,opteyemisg,,0,@VirginAmerica can we make every VX plane with #nerdbird? Why should Austin be the only one getting nerd love?,,2015-02-18 06:29:29 -0800,,Central Time (US & Canada) 568053134439788546,neutral,0.6202,,0.0,Virgin America,,steve97070,,0,@VirginAmerica please add more frequency to PDX Portland,,2015-02-18 06:23:15 -0800,, 568050777744379904,positive,1.0,,,Virgin America,,letherebeflight,,0,@VirginAmerica Congrats VX on the new route! ✈️🎉,,2015-02-18 06:13:53 -0800,, 568017135236022273,negative,1.0,Cancelled Flight,1.0,Virgin America,,NickyB617,,0,"@VirginAmerica I tried that. You offered to charge me an additional $1k for a new ticket or be stranded until Thurs. 1st time, last time.",,2015-02-18 04:00:12 -0800,"Boston, MA",Eastern Time (US & Canada) 568011935347838977,neutral,1.0,,,Virgin America,,gemmabow19,,4,@VirginAmerica @AmericanAir can u help with flights to get a 2y old battling cancer who needs treatment in 🇺🇸 @FreyaBevan_Fund 💗 🎀 💗,,2015-02-18 03:39:33 -0800,, 567972416846217216,negative,1.0,Can't Tell,0.3373,Virgin America,,total_janarchy,,0,"@VirginAmerica Never had a bad experience before, but this one took the cake. Now extortion for carry on items as well?",,2015-02-18 01:02:31 -0800,,Eastern Time (US & Canada) 567972174398689280,negative,1.0,Damaged Luggage,0.3434,Virgin America,,total_janarchy,,0,@VirginAmerica Had to spend 5 hours worrying that items in carryon would be broken/stolen since I couldn't carry them on plane or lock bag.,,2015-02-18 01:01:33 -0800,,Eastern Time (US & Canada) 567971836321009664,negative,1.0,Flight Attendant Complaints,0.6773,Virgin America,,total_janarchy,,0,"@VirginAmerica All of group E was told there was no more room in the bins. when I got on the plane, was room for at least 4 bags in my row!",,2015-02-18 01:00:12 -0800,,Eastern Time (US & Canada) 567971610801664000,negative,0.6703,Bad Flight,0.6703,Virgin America,,total_janarchy,,0,@VirginAmerica Thanks for making my flight from LAX to JFK a nightmare by forcing me to check my carry on bag at the gate. (1),,2015-02-18 00:59:19 -0800,,Eastern Time (US & Canada) 567946319349706753,negative,1.0,Customer Service Issue,0.6977,Virgin America,,helenalor,,0,@VirginAmerica I have lots of flights to book and your site it not working!!!! I've been on the phone waiting for over 10 minutes..........,"[0.0, 0.0]",2015-02-17 23:18:49 -0800,San Francisco,Eastern Time (US & Canada) 567908796917420032,positive,0.6431,,,Virgin America,,HaraLillier,,0,@VirginAmerica I am all about the in flight artisanal cheese and wine pairing.,,2015-02-17 20:49:43 -0800,,Atlantic Time (Canada) 567899492885745664,neutral,1.0,,,Virgin America,,helenhoppock,,0,@VirginAmerica does Virgin America fly direct from Seattle to NYC or Boston?,,2015-02-17 20:12:44 -0800,, 567893201719156736,positive,0.6559,,,Virgin America,,KallysAlbertSr,,0,@VirginAmerica That's classy.,,2015-02-17 19:47:44 -0800,USA, 567873698679623680,positive,0.6681,,,Virgin America,,Price714,,0,@VirginAmerica I'm sure a lot of your 747 and 777 JFK-LHR flights go a lot faster than 513mph with a strong tailwind.,,2015-02-17 18:30:15 -0800,"Hamilton, Ohio",Atlantic Time (Canada) 567858317831249920,positive,0.7162,,,Virgin America,,mctrees02,,0,@VirginAmerica now it's just t-minus 32 minutes until my Elevate a Silver upgrade window opens . #FreeNeverSucks 😃👍,,2015-02-17 17:29:07 -0800,"Dallas, TX",Central Time (US & Canada) 567855171335626752,neutral,0.6941,,,Virgin America,,mctrees02,,0,@VirginAmerica save some for 871 tomorrow AM!,,2015-02-17 17:16:37 -0800,"Dallas, TX",Central Time (US & Canada) 567849520781893632,negative,1.0,Late Flight,1.0,Virgin America,,lindsowesto,,0,@VirginAmerica Why is it taking 12 years to fly home to Dallas? Get your shit together.,,2015-02-17 16:54:10 -0800,Texas,Central America 567849200295124992,neutral,0.6705,,,Virgin America,,TheAdamRizz,,0,@VirginAmerica @JezzieGoldz club Virgin is bumping in New York http://t.co/HaQc7GDg7c,,2015-02-17 16:52:54 -0800,"Dallas, Texas",Pacific Time (US & Canada) 567846970141716481,positive,0.6733,,,Virgin America,,TheAdamRizz,,0,@VirginAmerica @JezzieGoldz would have been a rough trip but LUCKILY we were on a #virginamerica flight. #weather,,2015-02-17 16:44:02 -0800,"Dallas, Texas",Pacific Time (US & Canada) 567845726220357632,neutral,0.6601,,,Virgin America,,josiebarosie,,0,@VirginAmerica is that #thestarter??😁,,2015-02-17 16:39:05 -0800,Cork.Ireland, 567845203014377472,neutral,0.6198,,,Virgin America,,killawattannie,,0,@VirginAmerica ...Please come to Minneapolis St. Paul!,,2015-02-17 16:37:01 -0800,,Mountain Time (US & Canada) 567829051559186432,neutral,0.3542,,0.0,Virgin America,,JAYXXX1,,0,@VirginAmerica YES FYI MY BFF,,2015-02-17 15:32:50 -0800,, 567828603976597504,positive,0.6858,,0.0,Virgin America,,myvortex,,0,"@VirginAmerica another perfect flight. How come on your planes, the sun visors can stay down? Other carriers make you raise them?",,2015-02-17 15:31:03 -0800,could be anywhere, 567823564167192576,positive,1.0,,,Virgin America,,miaerolinea,,1,"Nice RT @VirginAmerica: The man of steel might be faster, but we have WiFi – just saying. #ScienceBehindTheExperience http://t.co/FGRbpAZSiX",,2015-02-17 15:11:02 -0800,Worldwide,Caracas 567814795895787520,positive,1.0,,,Virgin America,,mynejas,,0,@VirginAmerica I love the dancing little richard. cool beans.,,2015-02-17 14:36:11 -0800,"Oakland, CA",Pacific Time (US & Canada) 567813046811525120,positive,0.6803,,,Virgin America,,SimplyImplicit,,0,@VirginAmerica I don’t use Passbook =/ I still love you though <3 :) I’ll just use my email in the future.,,2015-02-17 14:29:14 -0800,"Los Angeles, CA",Central Time (US & Canada) 567812402764374016,positive,1.0,,,Virgin America,,mynejas,,0,@VirginAmerica thanks for the free birthday points! y'all are ALL RIGHT with me!,,2015-02-17 14:26:40 -0800,"Oakland, CA",Pacific Time (US & Canada) 567811428779868160,neutral,0.6446,,0.0,Virgin America,,SimplyImplicit,,0,@VirginAmerica do you have an application for iOS? Was looking and only saw Virgin Mexico :( </3,,2015-02-17 14:22:48 -0800,"Los Angeles, CA",Central Time (US & Canada) 567810209088847873,negative,1.0,Customer Service Issue,0.7012,Virgin America,,wtcgroup,,0,@VirginAmerica Man of steel flies to more cities though...and with more frequency too.,,2015-02-17 14:17:57 -0800,SF Bay Area/ Las Vegas, 567807967706488832,positive,1.0,,,Virgin America,,tookthecollar,,0,@VirginAmerica thanks so much for sharing. Just added it to my site http://t.co/TsviBTvT8h,,2015-02-17 14:09:03 -0800,, 567807640660619267,neutral,0.6457,,,Virgin America,,ICEportal,,0,@VirginAmerica Good point!,,2015-02-17 14:07:45 -0800,"Hollywood, FL",Eastern Time (US & Canada) 567807288192290816,neutral,0.6731,,,Virgin America,,EnonThaPhenom,,0,.@VirginAmerica I heard he has a virgin mobile hotspot ;),,2015-02-17 14:06:21 -0800,"Oakland, Ca",Pacific Time (US & Canada) 567807278964023296,neutral,1.0,,,Virgin America,,mattejacob,,0,@VirginAmerica you got cheese pLate Flights too.,"[40.78986648, -73.10068286]",2015-02-17 14:06:19 -0800,New York x Long Island,Central Time (US & Canada) 567806905617281024,neutral,1.0,,,Virgin America,,TheDCD,,0,@VirginAmerica On all your flights?,"[0.0, 0.0]",2015-02-17 14:04:50 -0800,On a bar floor in Denver.,Mountain Time (US & Canada) 567806884191944705,positive,1.0,,,Virgin America,,Hakenson_LIOX,,0,@VirginAmerica Dad on Segway is the best part of this whole infographic!,"[42.5696777, -71.42056878]",2015-02-17 14:04:45 -0800,"Waltham, MA",Atlantic Time (Canada) 567806872410161152,positive,1.0,,,Virgin America,,funky_bbq,,0,@VirginAmerica Are there any plans for a short haul airline in Europe? Would defiantly fly with you guys :),,2015-02-17 14:04:42 -0800,, 567806467974365184,positive,1.0,,,Virgin America,,HereticPharaoh,,0,@VirginAmerica wifi AND better seating.,,2015-02-17 14:03:05 -0800,"Jersey City, New Jersey ",Eastern Time (US & Canada) 567796863467839488,neutral,0.6831,,0.0,Virgin America,,judy_202,,0,@VirginAmerica how come ABC is the only one of the network channels you don't have?,,2015-02-17 13:24:56 -0800,"Washington, DC",Eastern Time (US & Canada) 567792185832394752,negative,1.0,Customer Service Issue,0.7055,Virgin America,,reekyrocks,,0,@VirginAmerica started my flight with a scolding for using an overhead bin that was then offered to the person seated next to me.,,2015-02-17 13:06:20 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 567787873778278400,positive,0.6779999999999999,,0.0,Virgin America,,BrandonS002,,0,".@VirginAmerica not only was it great, but you return my calls the day after. Couldn't ask for more. #myVXexperience",,2015-02-17 12:49:12 -0800,New York City,Eastern Time (US & Canada) 567786760287096832,negative,1.0,Cancelled Flight,0.6458,Virgin America,,RyScanlon,,0,"@VirginAmerica While other airlines weren't Cancelled Flighting flights into BOS, and helping their customers get home, Virgin was saying Good luck!",,2015-02-17 12:44:47 -0800,,Atlantic Time (Canada) 567786199415136256,neutral,1.0,,,Virgin America,,RyScanlon,,0,"@VirginAmerica Dear Virgin customer, while you're stranded in SF for 3 days & $1000cost- we'll do the very least we can to accommodate you!",,2015-02-17 12:42:33 -0800,,Atlantic Time (Canada) 567785481161953280,neutral,1.0,,,Virgin America,,itsjulianking,,0,@VirginAmerica should use this in their next airline commercial lol :: http://t.co/pXEXIlSjBs,,2015-02-17 12:39:42 -0800,P H I L A D E L P H I A,Eastern Time (US & Canada) 567785191901376512,negative,1.0,Customer Service Issue,1.0,Virgin America,,RyScanlon,,0,@VirginAmerica Grouping Virgin in with the others now. BOS weather has exposed their actual Cus Serv model. Never Flight Booking Problems with Virgin again!,,2015-02-17 12:38:33 -0800,,Atlantic Time (Canada) 567783687980367872,negative,1.0,Customer Service Issue,0.6834,Virgin America,,RyScanlon,,0,"@VirginAmerica As one of the travelers affected by the Boston storm, I'm shocked at Virgin's complete apathy toward their customers.",,2015-02-17 12:32:34 -0800,,Atlantic Time (Canada) 567772685472915456,negative,0.6579,Customer Service Issue,0.6579,Virgin America,,cayocrazy,,0,@VirginAmerica Umm so no reason as to why this is? Is there someone different I should contact (or contact me) to get a definitive answer?,,2015-02-17 11:48:51 -0800,, 567770107062284288,negative,0.6515,Flight Booking Problems,0.3358,Virgin America,,paulhting,,0,@virginamerica Trying to make the change in advance (not just 24 hours prior)…tried it online earlier and it wanted $300 in change fees.,,2015-02-17 11:38:36 -0800,"Charlottesville, VA",Eastern Time (US & Canada) 567769981128282113,positive,0.3516,,0.0,Virgin America,,onerockgypsy,,0,"@VirginAmerica so loyal that I'm driving to #NYC from #PA, to fly Virgin, since you cut #Philly flights ;)",,2015-02-17 11:38:06 -0800,next city,Pacific Time (US & Canada) 567767269120688128,neutral,1.0,,,Virgin America,,paulhting,,0,@virginamerica Any way to change from Main Cabin to Main Cabin Select (on same flight) without paying a change fee penalty?,,2015-02-17 11:27:20 -0800,"Charlottesville, VA",Eastern Time (US & Canada) 567762071258152960,positive,1.0,,,Virgin America,,onerockgypsy,,0,@VirginAmerica you guys are perfect as always! <3 #WeRVirgin,,2015-02-17 11:06:40 -0800,next city,Pacific Time (US & Canada) 567759012806029312,positive,1.0,,,Virgin America,,kellitweets,,0,@VirginAmerica thanks! Y'all have some of the best customer service left in the industry.,,2015-02-17 10:54:31 -0800,Texas,Central Time (US & Canada) 567755402943930368,neutral,0.6667,,0.0,Virgin America,,the22207,,0,@VirginAmerica Can you give me Silver Status for 12 months?,,2015-02-17 10:40:11 -0800,,Central Time (US & Canada) 567753757702647810,positive,1.0,,,Virgin America,,Perceptions,,0,@VirginAmerica really wish you'd fly out of #Fargo @fargoairport those fares are amazings,,2015-02-17 10:33:38 -0800,"Fargo, ND ( & Tucson, AZ)",Central Time (US & Canada) 567748973910163457,negative,0.6778,Bad Flight,0.6778,Virgin America,,tan_talize,,0,"@VirginAmerica mood lighting on point🙌 Reclining my seat, kickin up my feet💤",,2015-02-17 10:14:38 -0800,LA&OC, 567745903474540545,negative,0.3573,Late Flight,0.3573,Virgin America,,jonovoss,,0,@VirginAmerica my flight (6000) scheduled for 1pm departure still says on time but no plane at gate. Any update on how long of a delay?,,2015-02-17 10:02:26 -0800,"Washington, DC",Atlantic Time (Canada) 567744381432516608,negative,1.0,Customer Service Issue,0.6737,Virgin America,,texasjuls,,0,@VirginAmerica my group got their Cancelled Flightlation fees waived but I can't because my ticket is booked for 2/18? Your reps were no help either 😡,,2015-02-17 09:56:23 -0800,Texas,Central Time (US & Canada) 567742937325260801,neutral,1.0,,,Virgin America,,loungesong,,0,@VirginAmerica Are there any sign up bonuses to enroll in Elevate?,,2015-02-17 09:50:39 -0800,, 567742578561650688,positive,1.0,,,Virgin America,,ryan_kravontka,,0,@VirginAmerica just got on the 1pm in Newark home to LA. Your folks at EWR are incredible #letsgohome,,2015-02-17 09:49:13 -0800,"Los Angeles, CA",Tijuana 567742148603170816,neutral,1.0,,,Virgin America,,WWJAYD,,0,@VirginAmerica morning. If I have a question regarding elevate points & flights can I DM you?,"[37.80065252, -122.43857414]",2015-02-17 09:47:31 -0800,"San Franciso, CA",Pacific Time (US & Canada) 567735941846937600,neutral,0.6694,,0.0,Virgin America,,waytogopdx,,0,@VirginAmerica still waiting to see @Starryeyes_Dev_ 😞,,2015-02-17 09:22:51 -0800,"Lake Oswego, Oregon",Pacific Time (US & Canada) 567728227465310208,neutral,0.6376,,0.0,Virgin America,,Todd1HHD,,0,@VirginAmerica was wondering if you guys recieved my dm and we're able to potentially respond asap,,2015-02-17 08:52:11 -0800,Chicago,Central Time (US & Canada) 567727292739092480,positive,1.0,,,Virgin America,,BBahreman,,4,@VirginAmerica Flying LAX to SFO and after looking at the awesome movie lineup I actually wish I was on a long haul.,,2015-02-17 08:48:29 -0800,Living in a Gangsters Paradise,Pacific Time (US & Canada) 567726092518031360,neutral,1.0,,,Virgin America,,PlayjtLV,,0,“@VirginAmerica: Book out of town with fares from $59/way (+restr). http://t.co/xRdTOV7nl8 http://t.co/4Y78byAckc” @JenniferDawnPro,"[36.08546367, -115.31814055]",2015-02-17 08:43:42 -0800,"Las Vegas, NV", 570307876897628160,positive,1.0,,,United,,rdowning76,,0,@united thanks,,2015-02-24 11:42:48 -0800,usa, 570307847281614848,positive,1.0,,,United,,CoreyAStewart,,0,@united Thanks for taking care of that MR!! Happy customer.,,2015-02-24 11:42:41 -0800,"Richmond, VA",Eastern Time (US & Canada) 570307109704900608,negative,1.0,Cancelled Flight,0.703,United,,CoralReefer420,,0,@united still no refund or word via DM. Please resolve this issue as your Cancelled Flightled flight was useless to my assistant's trip.,,2015-02-24 11:39:45 -0800,"Bay Area, California ",Alaska 570307026263384064,negative,1.0,Late Flight,1.0,United,,lsalazarll,,0,@united Delayed due to lack of crew and now delayed again because there's a long line for deicing... Still need to improve service #united,,2015-02-24 11:39:25 -0800,,Mountain Time (US & Canada) 570306733010264064,positive,0.3441,,0.0,United,,rombaa,,0,@united thanks -- we filled it out. How's our luck with this? Is it common?,,2015-02-24 11:38:15 -0800,, 570306217001799680,negative,0.3475,Can't Tell,0.3475,United,,samidip,,0,@united Your ERI-ORD express connections are hugely popular .. now if only we could have an ERI-EWR hop! :),,2015-02-24 11:36:12 -0800,"Erie, PA",Eastern Time (US & Canada) 570305603056349184,neutral,0.645,,0.0,United,,karenmcgregor86,,0,@united even on international flight Glasgow to the U.S.? Then what about orlando to Newark? All 90 mins?,,2015-02-24 11:33:46 -0800,"Kilmarnock, now Edinburgh. ",Edinburgh 570304912468402177,negative,0.6667,Can't Tell,0.3333,United,,andycheco,,0,@united you think you boarded flight AU1066 too early? I think so.,"[19.43706642, -99.07927123]",2015-02-24 11:31:01 -0800,New York,Eastern Time (US & Canada) 570302375510056960,neutral,0.6761,,0.0,United,,hmansfield,,0,"@united I understand, but it's tough when there is no way to get to the airport w/o serious risk of an accident. It's a steep price.",,2015-02-24 11:20:56 -0800,"Berkeley Heights, NJ",Quito 570302023993831425,negative,0.6735,Bad Flight,0.3476,United,,slandail,,0,"@united Gate agent hooked me up with alternate flights. If you have a way to PREVENT the constant issues, that would rock.",,2015-02-24 11:19:32 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 570301670892146688,neutral,1.0,,,United,,karenmcgregor86,,0,@united flying gla-mco in a few weeks. How long do we have to be at airport for before departure for both international and domestic? Ta,,2015-02-24 11:18:08 -0800,"Kilmarnock, now Edinburgh. ",Edinburgh 570299889688702976,positive,0.6634,,,United,,nydia376,,0,@united thanks,,2015-02-24 11:11:04 -0800,USA, 570299819610251265,positive,1.0,,,United,,BK_TheBri,,0,@united Thanks. It is on the same ticket.,,2015-02-24 11:10:47 -0800,"Portland, OR", 570299388670701568,neutral,0.67,,0.0,United,,LarkAfterDark,,0,@united why not? Is it a law or a policy?,,2015-02-24 11:09:04 -0800,Harrisburg, 570299182310944768,negative,1.0,Flight Booking Problems,0.6816,United,,Ashley_Jeffris,,0,@united is the worst. Nonrefundable First class tickets? Oh because when you select Global/FC their system auto selects economy w/upgrade.,,2015-02-24 11:08:15 -0800,Las Vegas ,Eastern Time (US & Canada) 570298918971576320,negative,1.0,Customer Service Issue,0.66,United,,CheerTymeDad,,1,@united @CheerTymeDad So I can buy tix 3 days before flight but can't transfer the tix. Flawed security logic. Flawed customer service,,2015-02-24 11:07:12 -0800,, 570298455068971008,negative,0.6547,Customer Service Issue,0.3331,United,,Nikki62878,,0,"@united I did start a claim but 8-10 weeks is unrealistic, am I really supposed to go that long with out a car seat for my child.Ridiculous!",,2015-02-24 11:05:21 -0800,, 570298411582394368,positive,0.6351,,,United,,JordanTapiia,,0,@united follow me please this airline is beautifull ♥,,2015-02-24 11:05:11 -0800,"Brooklin, New York",Central Time (US & Canada) 570298027103162368,neutral,0.6768,,0.0,United,,nydia376,,0,"@united no I don't, but I'm sure United have my info on its system.",,2015-02-24 11:03:39 -0800,USA, 570298018685165568,negative,1.0,Lost Luggage,0.6886,United,,Nikki62878,,0,"@united if the car seat is lost @united should just reimburse me for a new one, this is not a pair of shoes, it's a necessity for my child",,2015-02-24 11:03:37 -0800,, 570297970891075584,neutral,1.0,,,United,,rissels,,0,@united Just submitted my response on the link you sent.,,2015-02-24 11:03:26 -0800,,Central Time (US & Canada) 570296556852789250,neutral,1.0,,,United,,nydia376,,0,"@united yes, David Allan send an email with this number (KMM24999563V99860L0KM) and case#8719519",,2015-02-24 10:57:49 -0800,USA, 570295795985080320,negative,0.6526,Can't Tell,0.6526,United,,WorstThingsBot,,0,@united @highbuddyyy that totally sucks my cousin worked at PHL said @united,,2015-02-24 10:54:48 -0800,, 570294743684517888,positive,1.0,,,United,,Anntasia,,0,@united just wanted to let you know how wonderful Rosetta the gate agent was working flight 6457 Dan to Ase. Let her know she wasappreciated,"[39.8621249, -104.6740909]",2015-02-24 10:50:37 -0800,New Jersey/Maryland,Pacific Time (US & Canada) 570294445020733440,neutral,1.0,,,United,,nydia376,,0,"@united yes, a paper voucher that I got on January 26th 2015",,2015-02-24 10:49:25 -0800,USA, 570294205999939584,negative,1.0,Customer Service Issue,0.6703,United,,nydia376,,0,@united beginning of Feb I called United they said they would send another voucher by mail. Never got anything. #tiredofwaiting,,2015-02-24 10:48:28 -0800,USA, 570293957739081728,negative,1.0,Customer Service Issue,1.0,United,,nate2482,,0,"@United the internet is a great thing. I am emailing executives in your company, maybe they will respond to me in a timely manner.",,2015-02-24 10:47:29 -0800,"Parkersburg, WV",Eastern Time (US & Canada) 570293265221742594,neutral,1.0,,,United,,akobilarov,,0,"@united Do I need to use a Chase United Club pass for my 8yr old son, or can he come in with me on my pass?",,2015-02-24 10:44:44 -0800,South Carolina,Eastern Time (US & Canada) 570291866530398208,neutral,1.0,,,United,,andreaSanger,,0,@united and what am I suppose to do with that number?,,2015-02-24 10:39:11 -0800,, 570291813912858625,negative,1.0,Can't Tell,0.7071,United,,Guggero,,0,"@united thats weak. See ya 👋 Hey @VirginAmerica !!",,2015-02-24 10:38:58 -0800,NYC,Eastern Time (US & Canada) 570291642550386689,negative,1.0,Can't Tell,0.6614,United,,nydia376,,0,@united I flew back w other company since United didnt have an earlier flight,,2015-02-24 10:38:17 -0800,USA, 570291492545298432,neutral,1.0,,,United,,nydia376,,0,@united I lost a voucher that I was given in Miami aeroport on jan 26. I did not use it.,,2015-02-24 10:37:41 -0800,USA, 570291213007491076,negative,1.0,Customer Service Issue,0.6421,United,,runwithmiles,,0,@united I am trying to book awards for September and need flights on @aegeanairlines but they will not show even w/ many award seats availab,,2015-02-24 10:36:35 -0800,,Eastern Time (US & Canada) 570290993339244547,negative,1.0,Customer Service Issue,0.6459,United,,nate2482,,0,@united I sure did. I had to drive a total of 3 hours to get my own bag. I'd like to explain that debacle but no one wants to talk to me.,,2015-02-24 10:35:42 -0800,"Parkersburg, WV",Eastern Time (US & Canada) 570290540274688001,neutral,0.6665,,,United,,CheerTymeDad,,0,@united @CheerTymeDad Gee that's like almost caring about ppl more than $$. Think I'm more int in having a trusted adult w/ daughter .,,2015-02-24 10:33:54 -0800,, 570289777184002048,negative,1.0,Late Flight,0.6624,United,,BocheBillions,,0,"@united See? We were told repeatedly that the pilot was Late Flight and kept getting Late Flightr. After we boarded, there was a defibrillator issue.",,2015-02-24 10:30:53 -0800,,Central Time (US & Canada) 570289557205327873,negative,1.0,longlines,0.6575,United,,CoachJoette,,0,@united why no preferred security line anymore. My TSA pre-check didn't pull on my @SilverAirways partner flight! #Platinum #spoiled,,2015-02-24 10:30:00 -0800,Tampa, 570288349392605186,negative,0.6495,Can't Tell,0.6495,United,,lotusfitness,,0,@united #Newarkliberty Airport need to indicate different gate#'s for terminals A&C. #Flyingainteasy,,2015-02-24 10:25:12 -0800,"Washington, DC",Eastern Time (US & Canada) 570286924277030912,negative,0.6538,Customer Service Issue,0.6538,United,,megfalcone,,0,"@united yes please! I am newly married and trying to update my last name on a preexisting international flight! It seems so easy, but...",,2015-02-24 10:19:32 -0800,,Pacific Time (US & Canada) 570286882623369217,negative,1.0,Customer Service Issue,1.0,United,,nydia376,,0,@united How does United refuse to reissue a $400 lost voucher when their plane didn't take off due to mechanics? #badcustomerservice,,2015-02-24 10:19:22 -0800,USA, 570286565894828032,negative,0.6931,Can't Tell,0.3626,United,,OohLaLa09,,0,"@united also during the run I was instructed to do, I shattered my computer. http://t.co/oAflfr7WXB",,2015-02-24 10:18:07 -0800,DC,Eastern Time (US & Canada) 570286100637466624,negative,1.0,Flight Attendant Complaints,0.3732,United,,OohLaLa09,,1,"@united yes, we've been with the agents for the last 50 minutes. One of the agents have been very rude, but thankfully Ladan has been nice.",,2015-02-24 10:16:16 -0800,DC,Eastern Time (US & Canada) 570285610176532480,neutral,0.6492,,0.0,United,,cehertz,,0,@united that's right- with an overnight Miami.,,2015-02-24 10:14:19 -0800,btv, 570285578563891200,neutral,0.6776,,0.0,United,,BK_TheBri,,0,@united Have clients with an 11 hr layover at IAH (during the day). Will they have to claim & recheck luggage. Or will it be taken care of?,,2015-02-24 10:14:11 -0800,"Portland, OR", 570285537833168896,neutral,1.0,,,United,,Nikki62878,,0,"@united I am trying to find out if the loaner seat is new or used, a used car seat is illegal according to safety regulations",,2015-02-24 10:14:02 -0800,, 570285115655348226,neutral,0.6523,,0.0,United,,Guggero,,0,@united i DMed you the details,,2015-02-24 10:12:21 -0800,NYC,Eastern Time (US & Canada) 570284934771974144,negative,1.0,Flight Attendant Complaints,0.691,United,,fitztango,,0,"@united iah to charlotte. Baggage claim rep latrice h. #customerservice non existent, Ignored customer then inappropriately touched customer",,2015-02-24 10:11:38 -0800,"Houston, TX", 570284312697765888,neutral,0.6629999999999999,,0.0,United,,F_U_ng,,0,"@united Kewl. Will also let them know the overhead bin over my row was ""Inop"". I love a good abbreve.",,2015-02-24 10:09:10 -0800,Los Angeles,Pacific Time (US & Canada) 570283712409051136,positive,0.6793,,0.0,United,,mattwbaker,,0,"@united - thanks for your help...got me what I need, but its an issue with @_austrian . I guess I sit awhile longer.",,2015-02-24 10:06:47 -0800,The Center of My Universe,Mountain Time (US & Canada) 570283571941924864,negative,1.0,Customer Service Issue,0.6806,United,,collegepathSS,,0,@united @UCtraveladvisor - I would have loved to respond to your website until I saw the really long form. In business the new seats are bad,,2015-02-24 10:06:13 -0800,California/Nevada,Pacific Time (US & Canada) 570283453750489088,negative,1.0,Cancelled Flight,0.6716,United,,kevintgarner,,0,@united A refund and flight vouchers or another flight on a different airline at your expense for today. 8 hour drive is very inconvenient,,2015-02-24 10:05:45 -0800,"Kansas City, MO",Central Time (US & Canada) 570282089863626752,negative,1.0,Lost Luggage,0.7021,United,,Nikki62878,,0,@united then why have I not received my call back its been 3 days...it's an infant car seat how am I supposed to go anywhere with my child,,2015-02-24 10:00:20 -0800,, 570282087065919488,neutral,0.6589,,,United,,discobiscuit63,,0,@united thanks again for your concern. I will contact customer care upon our return from Australia.,,2015-02-24 10:00:19 -0800,,Central Time (US & Canada) 570280548922499073,negative,1.0,Late Flight,0.6383,United,,kevinfla3,,0,@United well sitting on the ground 'on time' but waiting for a gate....again #tiredofthis,,2015-02-24 09:54:12 -0800,, 570279720937529345,positive,1.0,,,United,,sundialtours,,0,"@united ""Airport snow removal method #22..."" Keep up the good work folks, this is where Cessna's become 747's! http://t.co/9v8tMUsJvU",,2015-02-24 09:50:55 -0800,"Astoria, OR",Tijuana 570278024303775745,negative,1.0,Flight Booking Problems,0.6516,United,,SEGrower,,0,"@united No, I need you guys to not over book planes. It's not a concern, I'll just travel with someone else moving forward.",,2015-02-24 09:44:10 -0800,"Colorado Springs, Colorado",Mountain Time (US & Canada) 570277667519332353,negative,1.0,Late Flight,0.6542,United,,cristobalwong,,0,@united A measly $50 e-certificate is not how you appreciate loyal customers after they wait 3hrs on the tarmac during UA1116. #unacceptable,,2015-02-24 09:42:45 -0800,San Francisco Bay Area, 570277418642120704,negative,0.6695,Can't Tell,0.3356,United,,logainne,,0,@united When will email address/username sign-on be available? It's been a while.,,2015-02-24 09:41:46 -0800,945XX to 111XX,Eastern Time (US & Canada) 570276787063816192,positive,1.0,,,United,,LukeGzus,,0,@united Thank you for that. Am I able to claim any interim expenses or is the cost of the stuff up on me?,,2015-02-24 09:39:15 -0800,, 570276377401827329,negative,1.0,Can't Tell,0.6684,United,,chrsmichaels,,0,@united rude rude,,2015-02-24 09:37:38 -0800,"Austin, TX",Central Time (US & Canada) 570276018751016960,negative,1.0,Flight Booking Problems,1.0,United,,mattwbaker,,0,@united - Why can't I get a boarding pass for my Austrian Airlines codeshare flight. Rebook incls a 6 hour layover & I am stuck outside sec,,2015-02-24 09:36:12 -0800,The Center of My Universe,Mountain Time (US & Canada) 570275462921850880,negative,0.6791,Damaged Luggage,0.6791,United,,Joestudent11,,0,@united. ..I received on other flights. #united truly breaks guitars. #unitedbreaksguitars #wantmymoneyback,,2015-02-24 09:34:00 -0800,"Jerusalem, Israel",Jerusalem 570275153860386816,negative,1.0,Lost Luggage,0.6563,United,,Joestudent11,,0,@united just flew to #TelAviv paid $100 from a third suitcase which didn't even make it on the plane! Besides for the impolite service...,,2015-02-24 09:32:46 -0800,"Jerusalem, Israel",Jerusalem 570275140157640704,negative,1.0,Lost Luggage,1.0,United,,johnkarpf,,0,@United My bag is still in Colo Springs. I am disabled and have to search an unfamiliar airport and look for my bag. Not a good outcome,,2015-02-24 09:32:43 -0800,"Jacksonville, FL",Eastern Time (US & Canada) 570275123854487552,negative,1.0,Customer Service Issue,0.3551,United,,CheerTymeDad,,1,@united Shame that there's no flex to tickets transfer rules. Even calling from Neurosurgery ICU isn't enough!,,2015-02-24 09:32:39 -0800,, 570272997052805120,negative,1.0,Customer Service Issue,1.0,United,,johnkarpf,,0,@united No. Denver said they don't handle baggage that made it to Colo. Springs. They gave me an 800 number to call. No help there either.,,2015-02-24 09:24:12 -0800,"Jacksonville, FL",Eastern Time (US & Canada) 570272511050383360,negative,1.0,Customer Service Issue,1.0,United,,Micaela4Mizzou,,0,@united you guys need some serious training in customer service. Too many better options to put up with the way you guys handle ur mistakes,,2015-02-24 09:22:16 -0800,,Hawaii 570272406570442752,neutral,1.0,,,United,,BocheBillions,,0,@united 6533 ORD to DCA,,2015-02-24 09:21:51 -0800,,Central Time (US & Canada) 570271846718775296,negative,1.0,Customer Service Issue,0.6706,United,,discobiscuit63,,0,"@united once he found out we had a problem he avoided me like the plague. Was told ""we can't find a supervisor.""",,2015-02-24 09:19:38 -0800,,Central Time (US & Canada) 570271792314617857,negative,1.0,Cancelled Flight,1.0,United,,Peter_Abrahamse,,0,@united ZCC82U Cancelled Flight flight 16h in advance??? Need connect flight reschedule so the link isn't helping. Help!? Gf waited months to see me.,,2015-02-24 09:19:25 -0800,,Amsterdam 570271791400112129,negative,1.0,Can't Tell,1.0,United,,fuchsialipstick,,0,@united I will not be flying you again,,2015-02-24 09:19:24 -0800,,Quito 570271644473622528,negative,1.0,Late Flight,1.0,United,,fuchsialipstick,,0,"@united in addition, my first flight was delayed an hour and I'm arriving at my destination 8 hrs Late Flight.",,2015-02-24 09:18:49 -0800,,Quito 570271367519604737,neutral,1.0,,,United,,kevintgarner,,0,"@united Cancelled Flighted our flight, didn't rebook us on added flight, now have to drive from a Denver to KC....thanks!",,2015-02-24 09:17:43 -0800,"Kansas City, MO",Central Time (US & Canada) 570271205300703232,neutral,1.0,,,United,,fuchsialipstick,,0,@united your announcement for pre boarding only addresses mobility. My disability requires me to travel with a lot of stuff. Do I preboard?,,2015-02-24 09:17:05 -0800,,Quito 570271064141352960,positive,0.6421,,0.0,United,,discobiscuit63,,0,@united I flew United last month and the experience was AWESOME!,,2015-02-24 09:16:31 -0800,,Central Time (US & Canada) 570270918095695872,negative,0.66,Flight Booking Problems,0.3503,United,,discobiscuit63,,0,@united our travel booked thru United group dept. Okc ticket agent less than willing to help with our connection in LAX.,,2015-02-24 09:15:56 -0800,,Central Time (US & Canada) 570270728051765248,negative,1.0,Flight Attendant Complaints,0.6593,United,,fuchsialipstick,,0,"@united v upset with your disability ""services"". When I told one of your employees I was carrying medical equipment she was very rude.",,2015-02-24 09:15:11 -0800,,Quito 570270436463759360,negative,1.0,Customer Service Issue,0.6735,United,,discobiscuit63,,0,@united thnx for quick reply but don't think you can assist. Our intl grp will be put to considerable inconvenience today.,,2015-02-24 09:14:01 -0800,,Central Time (US & Canada) 570269172774649856,negative,1.0,Can't Tell,0.3478,United,,LarkAfterDark,,2,@united wont transfer flight ticket to accompany an 11 yr old who's active military mom had to have emergency brain surgery? WOW!!,,2015-02-24 09:09:00 -0800,Harrisburg, 570269103648350208,negative,1.0,Flight Booking Problems,1.0,United,,getmeontop,,0,@united @getmeontop 7 WEEKS Late FlightR AND I STILL HAVE NOT RECEIVED MY MILES FROM THE MileagePlus Gift Card $150 STARBUCKS CARD I HANDED OVER!!!,,2015-02-24 09:08:44 -0800,Wall Street • Manhattan • NYC ,Eastern Time (US & Canada) 570269035998408704,negative,0.6794,Customer Service Issue,0.3802,United,,jkentakula,,0,"@united as a 1k, I'm always hoping for improvement.",,2015-02-24 09:08:27 -0800,, 570267915154538496,negative,1.0,Damaged Luggage,0.6765,United,,jasonpblakey,,0,@united not yet. I complained about the guy who checked my luggage in as he was throwing the bags around. Unfortunate coincidence I hope?,"[52.59657643, -2.19877833]",2015-02-24 09:04:00 -0800,,London 570265596220166144,negative,1.0,Customer Service Issue,0.6990000000000001,United,,discobiscuit63,,1,@united OKC ticket agent Roger McLarren(sp?) LESS than helpful with our Intl group travel problems Can't find a supervisor for help.,,2015-02-24 08:54:47 -0800,,Central Time (US & Canada) 570265542025719808,negative,0.6722,Can't Tell,0.3443,United,,jkentakula,,0,@united mobile apps need construction from the ground up for each OS category. It's expensive to get right .,,2015-02-24 08:54:34 -0800,, 570264556443824128,negative,1.0,Flight Booking Problems,0.3535,United,,BillBra95467934,,0,@united another fail for the United ticket agents in OKC. LESS than helpful and could care less about our problems. American here we come.,,2015-02-24 08:50:39 -0800,, 570264153559949313,positive,0.6629999999999999,,0.0,United,,JoshuaIsWrong,,0,"@united 441, which also had 1 working WC in coach. Good thing this bird landed ahead of schedule. I have to use the WC stat.",,2015-02-24 08:49:03 -0800,Austin · LA · London · NY · SF,Eastern Time (US & Canada) 570263872004874240,neutral,0.6764,,0.0,United,,jkentakula,,0,@united the os isn't controlled by me but rather @VerizonWireless . App is new.,,2015-02-24 08:47:56 -0800,, 570262424038699008,negative,1.0,Customer Service Issue,0.6827,United,,debweinz,,0,"@united I just sent an email to Customer Care, telling them I may have to break up with you 😢. I sincerely hope they can help me!!",,2015-02-24 08:42:11 -0800,,Hawaii 570260984704700417,negative,1.0,Flight Attendant Complaints,1.0,United,,mbelliss,,0,@united silly I'm flying delta today. Your united club staff and attendants are surly and unhelpful and always seem bothered by pesky folk,,2015-02-24 08:36:28 -0800,Louisville,Alaska 570260383862108160,negative,0.6752,Flight Booking Problems,0.3468,United,,mattbunk,,0,@united What is your phone number. I can't find who to call about a flight reservation.,,2015-02-24 08:34:05 -0800,"Sterling Heights, MI",Eastern Time (US & Canada) 570260294846451712,negative,1.0,Can't Tell,0.6834,United,,throthra,,0,"@united well, you can't fix me missing my buddies 30th bday because of negligence but you can attempt to make up for it.",,2015-02-24 08:33:43 -0800,, 570260118043914240,negative,1.0,Customer Service Issue,1.0,United,,throthra,,0,"@united why am I to believe they will help when customer service couldn't? Like I said, I want a number to someone who can fix what you did.",,2015-02-24 08:33:01 -0800,, 570259691579809792,negative,0.6957,Lost Luggage,0.6957,United,,jakepoznak,,0,@united they helped me at the baggage service desk. Said bc TSA screening was down in FLL not all bags made it but bag will be in EWR @ 12,,2015-02-24 08:31:20 -0800,,Eastern Time (US & Canada) 570259632557395968,negative,0.6281,Customer Service Issue,0.3391,United,,AldenGlobe,,0,@united Mobile boarding pass disappeared from phone while standing in line to board. Second time this week... Hmm.,,2015-02-24 08:31:05 -0800,"Steamboat Springs, CO",Mountain Time (US & Canada) 570259311315836928,positive,1.0,,,United,,cehertz,,0,@united for the record- Rozana at Newark was lovely and helpful. #choosekind,,2015-02-24 08:29:49 -0800,btv, 570259131879309312,neutral,0.6466,,0.0,United,,Mateyush,,0,@united It was last night's 1235/ORD-LGA.,,2015-02-24 08:29:06 -0800,Above the B/D/N/Q/R/2/3/4/5,Eastern Time (US & Canada) 570258760200953856,positive,0.6891,,,United,,ShawnaNewman,,0,@united thx for update,,2015-02-24 08:27:37 -0800,searching for coffee,Eastern Time (US & Canada) 570258476695302144,neutral,0.6638,,,United,,Sri_Philips,,0,@united thank you !,,2015-02-24 08:26:30 -0800,"Chicago, IL, USA", 570257564023128064,neutral,0.6842,,,United,,CATTTastrophe,,0,@united dm these nuts,,2015-02-24 08:22:52 -0800,nyc to la, 570257563003920384,negative,0.6354,Flight Attendant Complaints,0.6354,United,,CassiusCCIDog,,0,@united Had to explain to a very over eager flight attendant trying to ask about my vision that my @ccicanine was not a guide dog!,,2015-02-24 08:22:52 -0800,, 570257377460514816,negative,1.0,Flight Attendant Complaints,0.6667,United,,CassiusCCIDog,,1,@united what's the point of asking for details about a #servicedog when you book if your flight crew doesn't read them? (Continued),,2015-02-24 08:22:08 -0800,, 570254368538173440,negative,1.0,Late Flight,0.6548,United,,guichaves1989,,0,@united I tried but no one was available in bogota and everyone was rude in Houston. I was stuck for 35 hours because of you guys,,2015-02-24 08:10:10 -0800,,Central Time (US & Canada) 570252986372329472,negative,1.0,Bad Flight,1.0,United,,PFlandersdc,,0,@united #worst2unitedflightsever UA 236 LAS to IAD 2/24 mechanical problems again - took off - had to land for fix - delayed again #wtfodds!,,2015-02-24 08:04:41 -0800,, 570252965392592896,positive,1.0,,,United,,jakepoznak,,0,@united despite my bag not making it to Newark good informative email tracking updates help!,,2015-02-24 08:04:36 -0800,,Eastern Time (US & Canada) 570252666439385088,negative,1.0,Late Flight,1.0,United,,RaquelSnyderDC,,0,@United. What's going on with UA 236? outbound flight last thurs was delayed 4hrs How long will this delay be? #worst2unitedflightsever,,2015-02-24 08:03:25 -0800,"Washington, D.C. Metro Area",Eastern Time (US & Canada) 570252146320351232,negative,1.0,Late Flight,1.0,United,,PFlandersdc,,0,@united #worst2unitedflightsever UA1429 IAD to LAS 2/19 mechanical problems - switched aircraft delayed 3.5 hours!,,2015-02-24 08:01:21 -0800,, 570251549219393536,negative,1.0,Customer Service Issue,0.6596,United,,jkentakula,,0,@united crashed trying to check in.,,2015-02-24 07:58:58 -0800,, 570251472203587584,positive,0.635,,0.0,United,,CoreyAStewart,,0,"@united Wow. What a deal. Again, 30+ plus seats available. Easy change to make a customer happy.",,2015-02-24 07:58:40 -0800,"Richmond, VA",Eastern Time (US & Canada) 570250053710819328,neutral,1.0,,,United,,alex_nieves,,0,@united thanks for the info I already knew...,,2015-02-24 07:53:02 -0800,Connecticut,Quito 570249871107723264,neutral,0.703,,0.0,United,,MyCustoAdvocate,,0,@united Airline trouble this winter & not getting good customer service? contact http://t.co/aQjn4HwNaC we negotiate resolutions for You!,,2015-02-24 07:52:18 -0800,"Miami, New York, Boston", 570249806540451843,negative,1.0,longlines,0.6951,United,,JohnJReid,,0,@united on 768 to Logan - boarding gong show due to lax carry on enforcement. Bins full of coats = no room for bags. U need a better system!,,2015-02-24 07:52:03 -0800,"Seaside, California",Pacific Time (US & Canada) 570249680535339009,neutral,0.6593,,,United,,screamingbrat,,0,@united Thank you.,,2015-02-24 07:51:33 -0800,"new york, baby",Eastern Time (US & Canada) 570249083790733312,negative,1.0,Customer Service Issue,0.6536,United,,Maxxisonfire,,0,@united Blackmailed me into paying £130 extra or having my return ticket nullified in San Francisco Airport. Terrible service from rep #scam,,2015-02-24 07:49:10 -0800,, 570247839563034624,neutral,0.6804,,0.0,United,,kelseyblack92,,0,@united is there an email address I can reach? Too long for a DM.,,2015-02-24 07:44:14 -0800,Canada,Eastern Time (US & Canada) 570247551368241153,negative,1.0,Customer Service Issue,0.6689,United,,Guggero,,0,@united disappointed that u didnt honor my $100 credit given to me for ur mistakes. Taking my business elsewhere ✌️out.,,2015-02-24 07:43:05 -0800,NYC,Eastern Time (US & Canada) 570247428139569152,negative,1.0,Late Flight,0.6854,United,,Twist_OP,,0,@united ua1673 still waiting! Supposed to depart 9:08,,2015-02-24 07:42:36 -0800,Midwest,Central Time (US & Canada) 570247027117797376,negative,0.6633,Customer Service Issue,0.3367,United,,andreaSanger,,0,@united it was credit from my last trip that never came in the mail!,,2015-02-24 07:41:00 -0800,, 570246963901427713,negative,1.0,Customer Service Issue,1.0,United,,jammyrascals,,0,@united ok it's now been 7 months waiting to hear from airline. I gave them quite a bit more than the 30 days requested! Terrible service,,2015-02-24 07:40:45 -0800,"Marlow, UK",London 570245996334190592,negative,1.0,Customer Service Issue,1.0,United,,AmericanNarad,,0,@united does this process ever end? Still waiting for the reply since 2 months #pathetic #customerservice,,2015-02-24 07:36:54 -0800,,Atlantic Time (Canada) 570245555064074240,negative,1.0,Flight Booking Problems,0.674,United,,fatwmnonthemtn,,0,@united What's going on with your website? I'm Flight Booking Problems three tickets today and I've been booted off the system umpteen times.,,2015-02-24 07:35:09 -0800,"Summit, NJ",Central Time (US & Canada) 570244711388065793,negative,1.0,Customer Service Issue,0.6669,United,,tuckerI84,,0,@united how do I get my account number if your website says email is unavailable?,,2015-02-24 07:31:48 -0800,NYC, 570243296741752832,neutral,0.6891,,0.0,United,,christinphillip,,0,@united So do I need to book two one ways in order for her to fly as an unaccompanied minor?,,2015-02-24 07:26:11 -0800,"Princeton, NJ",Central Time (US & Canada) 570241830757007360,negative,1.0,Lost Luggage,1.0,United,,ChrisNielsen2,,0,"@united I received 1 bag last night, I am still missing the other one.",,2015-02-24 07:20:21 -0800,"Hoops City (Memphis, TN)", 570240043022991361,negative,1.0,Bad Flight,1.0,United,,campilley,,0,"@united @simonroesner you'll need to upgrade the seats too, even in economy plus it's like sitting on a concrete bench.",,2015-02-24 07:13:15 -0800,Europe,Amsterdam 570239165675249666,neutral,0.6985,,,United,,Hannahsfight1,,0,@united Pls Help Baby Hannah get the life saving surgeries she requires.She needs your help.Pls Donate/RT http://t.co/kQnrrP86A5,,2015-02-24 07:09:46 -0800,Right Now Mostly The Hospital,Atlantic Time (Canada) 570237629775675392,neutral,0.6051,,0.0,United,,brimalxx,,0,"@united bet you wont honour them, like mine ey",,2015-02-24 07:03:40 -0800,Manchester, 570237261494792192,negative,1.0,Late Flight,1.0,United,,Twist_OP,,0,@united 2nd flight also delayed no pilots! But they boarded is so we can just sit here! #scheduling,,2015-02-24 07:02:12 -0800,Midwest,Central Time (US & Canada) 570236221575704576,neutral,0.6349,,0.0,United,,Evan_Flay,,0,"@united I guess that's too much ask, huh?","[29.98386923, -95.33729612]",2015-02-24 06:58:04 -0800,Seattle,Pacific Time (US & Canada) 570236138603950080,negative,0.6288,Bad Flight,0.6288,United,,Evan_Flay,,0,@united but it's hard to stay upset at someone when they at least TRY to show remorse.,"[29.98340611, -95.33682231]",2015-02-24 06:57:44 -0800,Seattle,Pacific Time (US & Canada) 570236014238699521,negative,1.0,Customer Service Issue,0.6413,United,,Evan_Flay,,0,"@united By the way, a simple apology goes a long way, even if it's a hollow one. It's obvious that you don't care about me or my well-being,","[29.98350019, -95.33675519]",2015-02-24 06:57:14 -0800,Seattle,Pacific Time (US & Canada) 570235698608869376,negative,1.0,Customer Service Issue,1.0,United,,Evan_Flay,,0,@united This isn't a one time thing either! It's a shocking pattern of repeated neglect and disrespect.,"[29.98377529, -95.33756559]",2015-02-24 06:55:59 -0800,Seattle,Pacific Time (US & Canada) 570235686470746112,negative,1.0,Can't Tell,0.6723,United,,8629Fissile,,0,@united Fingers crossed & its all intact. Very disappointed with this experience as before this we were actually saying we enjoyed using you,,2015-02-24 06:55:56 -0800,,London 570235387009839104,negative,1.0,Customer Service Issue,0.6818,United,,Evan_Flay,,0,"@united It's an incredibly easy fix, but you would rather stay in your comfort zone, while I get forced out of mine.","[29.98350283, -95.33678993]",2015-02-24 06:54:45 -0800,Seattle,Pacific Time (US & Canada) 570235195934117889,negative,1.0,Flight Attendant Complaints,0.385,United,,Evan_Flay,,0,@united ours in July. You have ZERO excuses for this. You have an out-of-date system that causes problems like this.,"[29.98384925, -95.3374653]",2015-02-24 06:53:59 -0800,Seattle,Pacific Time (US & Canada) 570234996562112512,negative,1.0,Can't Tell,0.3501,United,,Evan_Flay,,0,@united Everyone around us is sitting with their friends and family members. They booked their tickets in October and December. We bought,"[29.98372726, -95.33734532]",2015-02-24 06:53:12 -0800,Seattle,Pacific Time (US & Canada) 570234734942523393,negative,0.6501,Customer Service Issue,0.3265,United,,christinphillip,,0,@united Not sure what you are talking about. She is going on nonstop flights. SNA to SFO and then SFO to EWR.,,2015-02-24 06:52:09 -0800,"Princeton, NJ",Central Time (US & Canada) 570234650448125952,negative,1.0,Customer Service Issue,1.0,United,,growingpangs,,0,".@united it will be because I'm moving to @AmericanAir because of @united talk, no service",,2015-02-24 06:51:49 -0800,"Chicago, IL",Central Time (US & Canada) 570232726206312448,neutral,1.0,,,United,,TaylorGravett,,0,@united please be good to me this weekend!,,2015-02-24 06:44:10 -0800,Kansas,Central Time (US & Canada) 570232659282145280,negative,1.0,Customer Service Issue,1.0,United,,Mateyush,,0,"@united I asked a legitimate question about systemwide vs. localized problems, and got back an unreLate Flightd copy/paste. You can do better.",,2015-02-24 06:43:55 -0800,Above the B/D/N/Q/R/2/3/4/5,Eastern Time (US & Canada) 570232533272567813,negative,1.0,Lost Luggage,1.0,United,,mortgagesbycoop,,0,@united what time? Who can I call. I need my skis. I will go to the airport and get them. No more faith in United.,,2015-02-24 06:43:24 -0800,New Jersey, 570232477618442241,negative,0.6611,Can't Tell,0.6611,United,,dlm_3,,0,@united I see you guys are at it again. Amazing how one company continually makes mistakes yet fails to be held accountable for their error,,2015-02-24 06:43:11 -0800,Global,Eastern Time (US & Canada) 570230752476049408,neutral,1.0,,,United,,Cecilia_stories,,0,@united A Tourist Wonder: Super Tides and Tide of the Century at French and U.K coasts: http://t.co/gXdqORtsS0,,2015-02-24 06:36:20 -0800,Luxembourg,Paris 570230059170004994,negative,0.6894,Late Flight,0.3497,United,,etiyi,,0,@united Yeah sorry but there's always a problem with United. And you have an international reputation for having problems.,,2015-02-24 06:33:35 -0800,. ,Central Time (US & Canada) 570229936285331457,neutral,0.6714,,0.0,United,,etiyi,,0,@united yall should probably work on that.,,2015-02-24 06:33:05 -0800,. ,Central Time (US & Canada) 570229842626478081,negative,1.0,Can't Tell,1.0,United,,throthra,,0,"@united but then again, maybe the @BBBNE_SD_KS_IA would care more to hear what went on than whoever listens to issues you caused",,2015-02-24 06:32:43 -0800,, 570229480821628928,negative,0.6692,Can't Tell,0.3426,United,,throthra,,0,@united I wonder if sharing all this on FB and insta would produce a number. 140 characters really limits my story telling.,,2015-02-24 06:31:17 -0800,, 570229133445242880,negative,1.0,Flight Attendant Complaints,1.0,United,,throthra,,0,@united so you're telling me there is no number to call after being left in an airport because of a negligent pilot and staff?,,2015-02-24 06:29:54 -0800,, 570228446053470208,negative,1.0,Customer Service Issue,1.0,United,,missinver,,0,@united Could this email be resent as it doesnt appear to have arrived.,,2015-02-24 06:27:10 -0800,Larne, 570227149682155520,neutral,1.0,,,United,,cehertz,,0,@united yes please! Trying to get to POP- in Newark now....,,2015-02-24 06:22:01 -0800,btv, 570226164146397184,negative,0.6923,Customer Service Issue,0.3846,United,,_mhertz,,0,@united you have to follow me in order for me to DM...come on now,,2015-02-24 06:18:06 -0800,,Pacific Time (US & Canada) 570225191458111489,negative,1.0,Bad Flight,0.6606,United,,AurelAssan,,0,"@united $25 United coupon to make up for broken entertainment system on a 9-hour flight, seriously? #Ridiculousness #learncustomerservice",,2015-02-24 06:14:14 -0800,, 570224727047872514,negative,1.0,Lost Luggage,1.0,United,,ajpape,,0,@united So they didn't drop my bag overnight & now I'm leaving for a week. This is why you were supposed to hold on to the bag....,,2015-02-24 06:12:23 -0800,"Boulder, CO",Mountain Time (US & Canada) 570223703285477376,negative,1.0,Customer Service Issue,0.6483,United,,christinphillip,,0,@united I did DM the details but still no response. I have to book today.,,2015-02-24 06:08:19 -0800,"Princeton, NJ",Central Time (US & Canada) 570222630525014017,neutral,1.0,,,United,,WhatSarahSayzz,,0,@united I know this is probably a no but is there a way to get a cheaper airfare ticket if the flight is leaving in a few hours? 🙏,,2015-02-24 06:04:03 -0800,,Pacific Time (US & Canada) 570219942961922048,neutral,0.6629999999999999,,0.0,United,,kathryn217628,,0,@united can someone please explain the process of of what happens to property found on a plane after passengers leave at Heathrow ?,,2015-02-24 05:53:23 -0800,, 570217606025748480,negative,1.0,Customer Service Issue,0.6599,United,,BouleChitte,,0,@united not able to DM you my confirmation number,,2015-02-24 05:44:06 -0800,, 570217145428090880,negative,0.7125,Late Flight,0.7125,United,,xRaeCatherine,,0,"@united I've sent the message, let me know if you got it. I'm not very twitter-literate. Also, is he REALLY going to be stuck for 18hrs?",,2015-02-24 05:42:16 -0800,, 570216086173581312,negative,1.0,Customer Service Issue,1.0,United,,missinver,,0,@united very unhappy at no response to complaint emailed on 2nd Feb ref.8441639. Awful customer service!,,2015-02-24 05:38:03 -0800,Larne, 570215359963406337,neutral,0.6735,,0.0,United,,BouleChitte,,0,@united DM does not work what do I do?,,2015-02-24 05:35:10 -0800,, 570214660638511104,positive,0.6632,,0.0,United,,BouleChitte,,0,@united private jet would have been cool! Do does not work. I'll try again,,2015-02-24 05:32:23 -0800,, 570212246053220352,negative,0.6832,Flight Booking Problems,0.6832,United,,Kalbozey,,0,@united we were not given the option of using our United TravelBank in a recent Flight Booking Problems! Any help in using or recouping these funds? Thanks!,,2015-02-24 05:22:48 -0800,Southern California,Pacific Time (US & Canada) 570211810038521856,negative,1.0,Late Flight,1.0,United,,Sri_Philips,,0,@united common!! keep your paper work ready and don't delay our flights(#1585)and meetings @ChooseChicago,,2015-02-24 05:21:04 -0800,"Chicago, IL, USA", 570211313072238592,neutral,1.0,,,United,,BouleChitte,,0,@united how about 3659 YUL-ORD?,,2015-02-24 05:19:05 -0800,, 570210970330669056,negative,0.6392,Late Flight,0.3402,United,,bcarlsrud,,0,"@united yep that's correct, I got an email at 12:30 am that the flight was Cancelled Flightled, doesn't matter now flight into atl is delayed, thx",,2015-02-24 05:17:43 -0800,,Central Time (US & Canada) 570210145239592960,negative,0.6535,Late Flight,0.3663,United,,dkesten71,,0,@united 1k and had problem getting out of FLL to IAH sent DM to you about making my connection please let me know,,2015-02-24 05:14:27 -0800,, 570209482090917888,neutral,0.35200000000000004,,0.0,United,,LukeGzus,,0,@united Done and done,,2015-02-24 05:11:49 -0800,, 570208036314222592,positive,1.0,,,United,,ShawnaNewman,,0,"@united thanks, just sent :)",,2015-02-24 05:06:04 -0800,searching for coffee,Eastern Time (US & Canada) 570205880504815616,negative,0.6421,Cancelled Flight,0.3263,United,,BouleChitte,,0,"@united I'm grounded in Montreal with ua3659. I am missing my connection ua3417 to St. Louis. Can you help,Do you have a private jet for me?",,2015-02-24 04:57:30 -0800,, 570204900375687168,negative,1.0,Can't Tell,1.0,United,,Evan_Flay,,0,@united I'm so frustrated and nervous because of this.,"[29.98521945, -90.25215941]",2015-02-24 04:53:36 -0800,Seattle,Pacific Time (US & Canada) 570204730745421826,negative,1.0,Flight Attendant Complaints,1.0,United,,Evan_Flay,,0,@united are the ones who make it difficult for me.,"[29.98698389, -90.25081767]",2015-02-24 04:52:56 -0800,Seattle,Pacific Time (US & Canada) 570204649363341312,negative,0.6771,Bad Flight,0.3542,United,,Evan_Flay,,0,@united I'm not a child. I'm someone who has an issue with flying and prepares ahead of time to reduce the distress caused by planes. You,"[29.98699328, -90.25081691]",2015-02-24 04:52:36 -0800,Seattle,Pacific Time (US & Canada) 570203218686423041,negative,1.0,Cancelled Flight,1.0,United,,bcarlsrud,,0,@united how does it get Cancelled Flightled 10 hours before take off?,,2015-02-24 04:46:55 -0800,,Central Time (US & Canada) 570201707621146624,negative,1.0,Can't Tell,0.6679999999999999,United,,Evan_Flay,,0,"@united This ALWAYS happens with you guys, and it makes traveling incredibly stressful and uncomfortable. Is that good business to you?","[29.98878092, -90.25836915]",2015-02-24 04:40:55 -0800,Seattle,Pacific Time (US & Canada) 570201440704028672,negative,0.6515,Bad Flight,0.6515,United,,Evan_Flay,,0,@united So what does someone with severe anxiety do when the one person who can help him isn't next to him?,"[29.9880285, -90.25781369]",2015-02-24 04:39:51 -0800,Seattle,Pacific Time (US & Canada) 570200756827000832,negative,1.0,Can't Tell,0.3547,United,,MeganHolstein,,0,@united I'm seeking to go 2 client. B/c u cant get me there I need refund. I filled out form not confident it works if past is an indication,,2015-02-24 04:37:08 -0800,, 570197589280366592,neutral,0.3433,,0.0,United,,brooklyn_dodger,,0,.Thnx for the response @united bot. It seems this 'improvement' could be easily attained. Is your 1st Class service really only worth $50?,,2015-02-24 04:24:33 -0800,Brooklyn,Eastern Time (US & Canada) 570196530566701056,positive,0.6667,,0.0,United,,T2News,,0,"@united has unrivalled access to #California with flights to the U.S. from 7 UK airports, with nonstop or one-stop connections year-round",,2015-02-24 04:20:21 -0800,Glasgow,London 570196424043814912,neutral,0.6765,,0.0,United,,ShawnaNewman,,0,"@united booked award tix on ThaiAirways but I'm not seeing a conf# for them, just the United Flight Booking Problems#. Can you get get the Thai# for me?",,2015-02-24 04:19:55 -0800,searching for coffee,Eastern Time (US & Canada) 570189291990728704,negative,1.0,Customer Service Issue,1.0,United,,BrittanyWolgast,,0,@united Luckily I made my flights this time but was so disappointed with the lack of communication :(,,2015-02-24 03:51:35 -0800,,Central Time (US & Canada) 570188934564737024,negative,1.0,Cancelled Flight,1.0,United,,bcarlsrud,,0,@united checking to see why flight 3466 (atl-ord) got Cancelled Flighted?,,2015-02-24 03:50:10 -0800,,Central Time (US & Canada) 570188838775103488,negative,1.0,Customer Service Issue,1.0,United,,Evan_Flay,,0,@united service so far has been horrid. We wanted to end the trip on a high note. Guess that's not an option.,"[29.987463, -90.25860012]",2015-02-24 03:49:47 -0800,Seattle,Pacific Time (US & Canada) 570188684881821696,negative,1.0,Bad Flight,1.0,United,,Evan_Flay,,0,@united Booked a flight home over 7 months ago and requested seats together for my fiancée and I. We got 2 middle seats. UNACCEPTABLE. The,"[29.98746669, -90.25862007]",2015-02-24 03:49:10 -0800,Seattle,Pacific Time (US & Canada) 570188353984958464,negative,1.0,Can't Tell,1.0,United,,CATTTastrophe,,0,@united YOU GUYS ARE HORRIBLE.,,2015-02-24 03:47:51 -0800,nyc to la, 570187940221071360,positive,0.6455,,,United,,Gouwerijn,,0,@united thnx for the info,"[35.8057062, -78.7869445]",2015-02-24 03:46:13 -0800,Alphen aan den Rijn,Amsterdam 570187080426397696,negative,1.0,Customer Service Issue,0.6995,United,,GSG_President,,0,@united Why do I have to pay $ 17 for wifi with an international business ticket? #pennypincher,,2015-02-24 03:42:48 -0800,,Quito 570185687569469440,negative,1.0,Lost Luggage,1.0,United,,jasonpblakey,,0,"@united ok. To top things off, you've lost my luggage. Could you get ANY worse??? #UnitedAirlines","[52.48854137, -1.91022836]",2015-02-24 03:37:16 -0800,,London 570183702224834560,positive,1.0,,,United,,RichHays,,0,@united kudos for not Cancelled Flightling flights from DFW this morning. United usually first to panic...,,2015-02-24 03:29:22 -0800,,Eastern Time (US & Canada) 570182980142022656,negative,1.0,Damaged Luggage,1.0,United,,Spanner2,,0,@united AND my luggage has been broken!! #youcouldntmakethis up #brokenwheel,,2015-02-24 03:26:30 -0800,London baby, 570181906492297216,neutral,1.0,,,United,,msalvatore15,,0,@united is flight 587 from DFW to ORD currently on-time? I see an advisory that DFW may be affected by weather,,2015-02-24 03:22:14 -0800,,Eastern Time (US & Canada) 570179158594220032,negative,1.0,Can't Tell,1.0,United,,inspirevery,,0,@united maybe one day you'll be the one quoted on http://t.co/mJkpgVXmPC,,2015-02-24 03:11:19 -0800,, 570177593250582528,negative,1.0,Late Flight,1.0,United,,Twist_OP,,0,@United flight delayed-no one remembered to turn the heat on flight 559 leaving ORD-seriously???,,2015-02-24 03:05:06 -0800,Midwest,Central Time (US & Canada) 570176998355701760,positive,1.0,,,United,,jakepoznak,,0,@united another awesome new plane flight 1584 and extremely nice Captain Steve Connolly.,,2015-02-24 03:02:44 -0800,,Eastern Time (US & Canada) 570175761468030977,negative,1.0,Customer Service Issue,0.6667,United,,sothenbethsaid,,0,@united to speak to a real person to get this resolved politely and efficiently. (2/2),,2015-02-24 02:57:49 -0800,Nottingham,London 570175669096882176,negative,0.6296,Customer Service Issue,0.6296,United,,sothenbethsaid,,0,"@united I hadn't filed a refund claim as I was told there was no charge by your DM. This is disputed by my bank, hence why I would like(1/2)",,2015-02-24 02:57:27 -0800,Nottingham,London 570175513035214848,negative,1.0,Lost Luggage,1.0,United,,michaelsalinger,,0,@united did bags make it on the flight out of iad? second day without clothes is pretty inconvenient. We're pretty curious #UnitedAirlines,,2015-02-24 02:56:50 -0800,"mentor, Ohio",Eastern Time (US & Canada) 570175238815657984,positive,0.7141,,0.0,United,,SaipanBrad,,0,@united Every United flight between Saipan and Guam is an adventure! You never know when @CapeAir's old plane will be operational :),,2015-02-24 02:55:44 -0800,"Saipan, MP",Guam 570175202807586816,negative,1.0,Customer Service Issue,1.0,United,,sothenbethsaid,,0,@united hence why I've been asking for the customer service phone number so I can speak to a real person to get this sorted out,,2015-02-24 02:55:36 -0800,Nottingham,London 570173090774294528,negative,1.0,Lost Luggage,1.0,United,,michaelsalinger,,0,@united did our bags leave Washington yet? That would be convenient seeing as we left there a day ago. #UnitedAirlines #lostluggage,,2015-02-24 02:47:12 -0800,"mentor, Ohio",Eastern Time (US & Canada) 570172921102143488,neutral,1.0,,,United,,JesseLitsch,,0,@united so if I'm flying 1st class just one leg to Chicago but not on my long flight to China am I still able to use the lounge in Chicago,,2015-02-24 02:46:32 -0800,, 570169567374401536,negative,0.7115,Customer Service Issue,0.7115,United,,sothenbethsaid,,0,"@united according to your DMs, I'm not owed a refund. please may I be provided with a contact number before I go to my bank to file claim",,2015-02-24 02:33:12 -0800,Nottingham,London 570165459783450624,negative,0.6635,Lost Luggage,0.6635,United,,LukeGzus,,0,@united about 3 hours ago. I need to work out if my bag can make it to my hotel here in time or if it will need to go elsewhere.,,2015-02-24 02:16:53 -0800,, 570164810144481280,neutral,0.6762,,,United,,8629Fissile,,0,@united Okay thank you,,2015-02-24 02:14:18 -0800,,London 570163662100549634,neutral,0.6904,,0.0,United,,LukeGzus,,0,@united I've filed the claim but have no way of calling for updates. Is there another way to do this?,,2015-02-24 02:09:44 -0800,, 570163259560452097,negative,1.0,Customer Service Issue,1.0,United,,shortfatnhappy,,0,@united pls properly train your agents. Requested to speak to 1k customer service & was transferred to a dead end. Not even open at this hr,,2015-02-24 02:08:08 -0800,Seoul City to LA,Pacific Time (US & Canada) 570160394494480384,negative,1.0,Lost Luggage,1.0,United,,LukeGzus,,0,@united Thanks for remembering to load my bag onto my connecting flight. Oh wait you forgot. Iceland should be fun with no clothes....,,2015-02-24 01:56:45 -0800,, 570160277934747648,positive,1.0,,,United,,PhilFromChico,,0,@united Thank you for the cheese platter and abundance of entertainment options. Time just flew by.,,2015-02-24 01:56:17 -0800,"New York City, NY",Pacific Time (US & Canada) 570160120698679296,negative,1.0,Customer Service Issue,0.6975,United,,Finrz,,0,"@united customer service is atrocious! You have disrupted my travel plans, you have lost my luggage and it is impossible to TALK TO A HUMAN",,2015-02-24 01:55:40 -0800,"iPhone: 55.946030,-3.189382",Hawaii 570159741441335296,negative,0.6775,Customer Service Issue,0.3513,United,,FreedomFilmNJ,,0,@united terminal at MIA should have food open before 5am esp when there are flights at 6am. Two hours early like recommended. Can't eat.,,2015-02-24 01:54:10 -0800,New York,Eastern Time (US & Canada) 570151698489954304,negative,1.0,Late Flight,1.0,United,,DJPartyMarty,,0,@united it was UA flight 1001! Now I'm currently stuck in Portland because I missed my ride because of the 3 hour delay. #GetMartyHome,"[45.58711296, -122.58038932]",2015-02-24 01:22:12 -0800,,Pacific Time (US & Canada) 570151672070205440,negative,1.0,Customer Service Issue,1.0,United,,sothenbethsaid,,1,"@united has not responded to my various requests for contact numbers, does anyone know the UK customer service number for #UnitedAirlines",,2015-02-24 01:22:06 -0800,Nottingham,London 570144025451339776,negative,0.69,Lost Luggage,0.69,United,,michaelsalinger,,0,@united how we looking on getting those bags to Lusaka,,2015-02-24 00:51:43 -0800,"mentor, Ohio",Eastern Time (US & Canada) 570143097809707008,negative,1.0,Lost Luggage,1.0,United,,8629Fissile,,0,@united Could you update me on the suitcase please? The online and phone tracking told me nothing. I was told I'd have it back yesterday!,,2015-02-24 00:48:01 -0800,,London 570142263290011649,positive,1.0,,,United,,The5y5Adm1n,,0,@united thank you. Been trying for two days to set this up.,,2015-02-24 00:44:42 -0800,, 570138826032713729,negative,1.0,Can't Tell,0.6957,United,,urno12,,0,@united just 1 last thing. U guys shouldn't be charging $ for drinks on a transatlantic flight,,2015-02-24 00:31:03 -0800,bonkers in Yonkers,New Delhi 570136977074491392,negative,1.0,Can't Tell,0.3635,United,,vancouverbrit,,0,@united LHR arrival lounge #fail. Waited 20 mins for shower then left to find hotel. U know how many passengers u carry. Planning???,,2015-02-24 00:23:42 -0800,Vancouver BC,Pacific Time (US & Canada) 570135557151580160,neutral,0.6376,,0.0,United,,The5y5Adm1n,,0,@united Any luck with finalizing my reservation? I DM'd information to you. Please let me know what else you need. Want to confirm ASAP. Thx,,2015-02-24 00:18:04 -0800,, 570129828969459712,negative,1.0,Cancelled Flight,0.6829,United,,lindaSWC,,0,@united completed form but doubt it's any use. UA doesn't care. 6 day vacation will now be 5. Sure UA won't feel responsibility for that...,,2015-02-23 23:55:18 -0800,, 570126668922294272,positive,1.0,,,United,,raulcordenillo,,0,@united Definitely a compliment! I really thought my bag was lost after it was sent on to another airport. In the end I am a happy customer,"[59.38247253, 18.00789007]",2015-02-23 23:42:44 -0800,"Stockholm, Sweden ",Stockholm 570122958695477248,positive,1.0,,,United,,urno12,,0,@united thanx so much. You followed through and emailed me a $1000 ticket voucher. #unitedairlines they do care,,2015-02-23 23:28:00 -0800,bonkers in Yonkers,New Delhi 570121588487663616,positive,1.0,,,United,,FIETA_DOC,,0,"@united this will definitely be a trip to remember EWR-STI second of the season, first on seat 35A because it pays to be loyal!",,2015-02-23 23:22:33 -0800,"Madison, NJ", 570121361953202178,negative,1.0,Flight Attendant Complaints,0.3474,United,,CellucorJulio,,0,"@united nope, they told us it was time for them to go home and to sleep at the airport. Even though they assured us we would get a room...",,2015-02-23 23:21:39 -0800,CORGaming@cellucor.com,Central Time (US & Canada) 570121135603486720,neutral,0.6429,,0.0,United,,michaelsalinger,,0,@united keep me updated. Let me know that the bags make the flight to j-burg,,2015-02-23 23:20:45 -0800,"mentor, Ohio",Eastern Time (US & Canada) 570119457286328320,negative,1.0,Lost Luggage,0.3553,United,,tiffy_mac,,0,"@united ..back for the expensive holiday, he worked all year to pay for, that you RUINED! We want compensation & his original case back!",,2015-02-23 23:14:05 -0800,"Brighton, UK ", 570119247982137344,negative,1.0,Lost Luggage,1.0,United,,tiffy_mac,,0,@united thanks United I understand that. But he would actually like his own bag back! What have you done with it?! He also wants the money..,,2015-02-23 23:13:15 -0800,"Brighton, UK ", 570116209263427584,negative,1.0,Customer Service Issue,1.0,United,,lindaSWC,,1,"@united frankly worse customer service ever. Problems will happen, how you deal defines a company. Never again United.",,2015-02-23 23:01:11 -0800,, 570115452568891392,negative,1.0,Late Flight,0.6632,United,,vaficionado,,0,"@united It's still a valid flight. Just seems strange to delay for Late Flight inbound crew, 7 hours from now, when the plane is already here.",,2015-02-23 22:58:10 -0800,"All over, but mostly NorCal",Pacific Time (US & Canada) 570115366023770112,negative,1.0,Customer Service Issue,1.0,United,,747_TJ,,0,@united Thanks for the lack of help and the canned response from the 1K desk!,,2015-02-23 22:57:50 -0800,, 570115302991777792,negative,1.0,Bad Flight,0.6736,United,,747_TJ,,0,@united It's too bad UA has had another unforeseeable operational issue on my return flight.,,2015-02-23 22:57:35 -0800,, 570115243747074048,neutral,1.0,,,United,,xRaeCatherine,,0,@united I would like to know what's going on before his current flight lands.,,2015-02-23 22:57:20 -0800,, 570114536448995328,negative,1.0,Lost Luggage,0.3684,United,,mortgagesbycoop,,0,@united if I pay you $25 and $35 for my luggage to be delivered when I arrive. Why should I have to wait 3 additional days for its delivery?,,2015-02-23 22:54:32 -0800,New Jersey, 570110386827087872,negative,1.0,Cancelled Flight,0.3444,United,,kbleggett,,0,@united so 8 hotels for 32 people but feel like we are being held hostage because someone has our boarding passes so we can't leave! #FAIL,,2015-02-23 22:38:03 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570109851709218816,positive,1.0,,,United,,Emily_VII,,0,@united you are one great airline ❤️,,2015-02-23 22:35:55 -0800,,Hawaii 570108801711341568,negative,1.0,Customer Service Issue,0.6833,United,,fairplay500,,0,@united Outbound 2 bags 70 lbs bags Returning home 1 bag 50 lbs. What is your logic? And WHY? Am I writing to a Machine? Human HELP required,"[0.0, 0.0]",2015-02-23 22:31:45 -0800,Huntsville AL USA,Central Time (US & Canada) 570108724636831745,negative,0.6721,Customer Service Issue,0.6721,United,,kbleggett,,0,@lindaSWC @united: We don't like to hear you had a poor experience. Please share details w/our Customer Care team http://t.co/HIsc4NdMgZ.,,2015-02-23 22:31:26 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570107683027718144,negative,1.0,Late Flight,0.6712,United,,lindaSWC,,1,@united no Cancelled Flightn just left us to fend for ourselves when flt came in Late Flight. Getting runaround for 3 hrs. Each employee blaming previous 1.,,2015-02-23 22:27:18 -0800,, 570106900970221568,neutral,0.6738,,0.0,United,,fairplay500,,0,@united This is NOT a local UNITED number for Malaysia 0011 800-55558000. What is your local United Airlines here in Kuala Lumpur ( KUL )?,"[0.0, 0.0]",2015-02-23 22:24:11 -0800,Huntsville AL USA,Central Time (US & Canada) 570106717490393088,negative,0.6632,Lost Luggage,0.6632,United,,mortgagesbycoop,,0,@united okay ase24766m. Find our luggage.,,2015-02-23 22:23:28 -0800,New Jersey, 570106573395087362,negative,0.6633,Customer Service Issue,0.3571,United,,cristobalwong,,0,@united The agent that met us at the gate said any issues w/delays on UA1116 would have to be taken up online...,,2015-02-23 22:22:53 -0800,San Francisco Bay Area, 570106249024446464,neutral,0.6759999999999999,,0.0,United,,fairplay500,,0,"@united I send you an urgent message via eservice@united.com. BG0KWM Narayanan. Please respond ASAP. Also, NO local United Tel # @ KUL","[0.0, 0.0]",2015-02-23 22:21:36 -0800,Huntsville AL USA,Central Time (US & Canada) 570105665093369856,neutral,1.0,,,United,,The_Playmaker20,,0,@united thanks! Will you guys be getting the A380s anytime soon?,,2015-02-23 22:19:17 -0800,, 570105441688158208,negative,0.6492,Lost Luggage,0.6492,United,,kevinforgoogle,,0,@united But they are not... lady one phone says its in tel aviv. Tel Aviv united says its in Newark. No one knows and I have nothing...,,2015-02-23 22:18:24 -0800,"San Francisco, CA", 570105020999344128,positive,1.0,,,United,,MelanieSpring,,0,“@united: @MelanieSpring We'll see what we can do. ^KN” We are running! Most of this plane is running. Thanks for the help!,,2015-02-23 22:16:43 -0800,"Washington, DC",Eastern Time (US & Canada) 570104913390206976,negative,1.0,Lost Luggage,1.0,United,,mortgagesbycoop,,1,"@united yes, but still now answers. Many have not had their luggage for 3 days! Unacceptable!!",,2015-02-23 22:16:18 -0800,New Jersey, 570104743747416064,negative,0.6667,Customer Service Issue,0.3542,United,,Meyer47,,0,@united what is that going to do for you? Nothing just like you always do,,2015-02-23 22:15:37 -0800,Iowa, 570102725842575360,neutral,1.0,,,United,,dafg42,,0,@united I sent in my feedback. Thank you.,,2015-02-23 22:07:36 -0800,,Arizona 570101817041747968,negative,0.6438,Can't Tell,0.3318,United,,kbleggett,,0,@united plus what about food? And taxis?,,2015-02-23 22:03:59 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570101670882840576,negative,0.6737,Can't Tell,0.6737,United,,kbleggett,,0,@united you are offering us 8 rooms for 32 people #FAIL,,2015-02-23 22:03:24 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570100438487314432,negative,1.0,Flight Attendant Complaints,0.3449,United,,kbleggett,,0,@united 32 people getting pretty tired about no action on solving the problem plus missing a day of vacation and skiing,,2015-02-23 21:58:31 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570100214733737985,negative,0.3579,Customer Service Issue,0.3579,United,,ajpape,,0,@united The bright side would be keeping the promise that was made to me. Hope you're having a good night. Thanks.,,2015-02-23 21:57:37 -0800,"Boulder, CO",Mountain Time (US & Canada) 570099762709581824,neutral,0.7065,,0.0,United,,FIETA_DOC,,0,@united yes I do.,,2015-02-23 21:55:50 -0800,"Madison, NJ", 570099717314457600,negative,1.0,Customer Service Issue,0.6766,United,,kbleggett,,0,@united I take back the comment about your team here working hard to help us A so far no solution for a hotel or food or anything #fail,,2015-02-23 21:55:39 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570097432383651840,negative,1.0,Late Flight,1.0,United,,DavidRogerswork,,0,@united on 4124 arriving two hours Late Flight into CLT. Now sitting on the tarmac while they move a plane from the gate. Unhappy customer.,,2015-02-23 21:46:34 -0800,, 570096582546165760,negative,1.0,Can't Tell,1.0,United,,mbarnas,,0,@united airlines is the absolute worst. They have no idea what they are doing. #neveragain #UnitedAirlines,"[32.86680572, -80.01338439]",2015-02-23 21:43:11 -0800,"Rochester, NY",Eastern Time (US & Canada) 570096448571731968,negative,1.0,Customer Service Issue,1.0,United,,real_steve_ward,,0,"@united Thanks; might want to fix this line: ""Our Customer Care team is currently responding to most inquiries within 7-10 business days.""",,2015-02-23 21:42:39 -0800,Chicago / Orlando / airplanes,Eastern Time (US & Canada) 570095499287506946,positive,1.0,,,United,,The_Playmaker20,,0,@united we just flew with United from AUS (Austin Bergstrom) to Cancun Intl. Best flight ever! The 737's are not too big... Not too small!,,2015-02-23 21:38:53 -0800,, 570095172303900672,negative,1.0,Flight Booking Problems,0.6842,United,,FIETA_DOC,,0,"@united it's frustrating, as a frequent flyer, loyal since Continental. Upgrade equals paying 3 times or more on top of purchase ticket.",,2015-02-23 21:37:35 -0800,"Madison, NJ", 570093170874302464,neutral,1.0,,,United,,FIETA_DOC,,0,@united Deep Vein thrombosis,,2015-02-23 21:29:38 -0800,"Madison, NJ", 570092741654401024,negative,1.0,Customer Service Issue,0.34600000000000003,United,,lindaSWC,,1,"@united at its worse. Can't figure how to pack plane, screws up connectns then claims no hotl rooms in San Fran for stranded pax. Way to go!",,2015-02-23 21:27:56 -0800,, 570092599316389888,negative,1.0,Late Flight,1.0,United,,CellucorJulio,,0,@united 4 passengers after a 2 hour delayed flight left with no hotel at the end of the night @ hou airport. Wtf??!! http://t.co/ZfqMpGXVS6,,2015-02-23 21:27:22 -0800,CORGaming@cellucor.com,Central Time (US & Canada) 570092196247969796,negative,1.0,Late Flight,0.6876,United,,RissaWissa,,0,"Hey @united why does the flight from IAH to POS leave so Late Flight, and the one back to IAH so early? I rather get to POS earlier",,2015-02-23 21:25:46 -0800,,America/Chicago 570091216013955073,negative,1.0,Lost Luggage,1.0,United,,ajpape,,1,@united Lost bag process is broken. Agent promised they'd call & hold my bag when found. Now they're waking me at 3am w/ delivery. #fail,,2015-02-23 21:21:52 -0800,"Boulder, CO",Mountain Time (US & Canada) 570091109675769856,negative,1.0,Cancelled Flight,1.0,United,,Meyer47,,1,@united the people at the counter have been very helpful. As you can see nobody is there. Flight to Austin 10:55 and still sitting here.,,2015-02-23 21:21:26 -0800,Iowa, 570091033368899584,neutral,0.6373,,0.0,United,,DJPartyMarty,,0,@united unfortunately still on the Tarmac at @fly2ohare and definitely missing my ride from @flypdx #GonnaBeALongNight,"[41.9785651, -87.90833965]",2015-02-23 21:21:08 -0800,,Pacific Time (US & Canada) 570090102195486722,negative,0.6641,Customer Service Issue,0.3424,United,,Darquenloveli,,0,“@united: @Darquenloveli We regret to hear this. Please let us know if you need assistance. ^KN” I was finally able to secure my seat. Thx,,2015-02-23 21:17:26 -0800,Texas,Central Time (US & Canada) 570088980278059008,neutral,1.0,,,United,,paula1231970,,0,@united what time does check in open for flight no UA80 from Manchester to Newark today ?,"[53.36729431, -2.27861694]",2015-02-23 21:12:59 -0800,,London 570087435759185920,negative,1.0,Late Flight,0.7048,United,,alikat9220,,0,"@united good to know you will open the closed doors for ""premier passengers"" after safety briefings on delayed flights. #annoyed.","[41.98202331, -87.90374263]",2015-02-23 21:06:51 -0800,,Central Time (US & Canada) 570087270524411904,neutral,1.0,,,United,,fortytoo,,0,@united DM sent,,2015-02-23 21:06:11 -0800,"WX report for 41 Mile, Hwy 50",Pacific Time (US & Canada) 570087006593642496,negative,1.0,Late Flight,1.0,United,,macefaceeeee,,1,@united yea get me to phoenix already. Delays all day with you people. It's bullshit.,,2015-02-23 21:05:08 -0800,,Pacific Time (US & Canada) 570086475989061632,negative,1.0,Late Flight,1.0,United,,DaniOnTheFritz,,0,"@united If it's any consolation, your staff was stellar. Just not the hour+ delays I encountered with every one of my 4 flights.",,2015-02-23 21:03:02 -0800,Missouri,Central Time (US & Canada) 570086399627685888,positive,1.0,,,United,,drewziIIa,,0,"@united flight ua3576, gate b1. And tell ray I somehow made it on to the 736 flight out of IAH and didn't have to wait for the 917 one. :)",,2015-02-23 21:02:44 -0800,,Central Time (US & Canada) 570085628576202752,negative,1.0,Damaged Luggage,0.6846,United,,petergau,,0,@united that's unfortunate. The @Tumitravel was an xmas gift and it looks like a razor ripped right through the front pocket in the picture,,2015-02-23 20:59:40 -0800,NYC,Central Time (US & Canada) 570085589011148801,positive,1.0,,,United,,tomcrabtree,,0,@united But thanks for asking,,2015-02-23 20:59:30 -0800,San Francisco,Pacific Time (US & Canada) 570085448271335424,negative,1.0,Cancelled Flight,0.6567,United,,tomcrabtree,,1,@united Lost bags. Cancelled Flightled flights. Delhi call centers. Poor United staff spread thin and stressed. You name it.,,2015-02-23 20:58:57 -0800,San Francisco,Pacific Time (US & Canada) 570085056401838081,negative,1.0,Lost Luggage,1.0,United,,ColtonWoytas,,0,@united Yes. Doesn't make that mistake any less absurd. Doesn't change the fact that I'm very inconveniently missing my luggage tonight.,,2015-02-23 20:57:23 -0800,NY,Mountain Time (US & Canada) 570083898031513600,negative,1.0,Can't Tell,0.6473,United,,FIETA_DOC,,0,@united I'm constantly having challenges with upgrades & charges. In order to prevent DVT I have to pay an addtl $180 http://t.co/xC6jQ70r7B,,2015-02-23 20:52:47 -0800,"Madison, NJ", 570083397873373184,negative,1.0,Flight Attendant Complaints,1.0,United,,KeenanPam,,0,"@united In ORD, waited 20 min after crew members left before gate items came. Flight attendant sarcastically said good luck and walked away.",,2015-02-23 20:50:48 -0800,, 570083363169669121,neutral,0.6842,,,United,,rholbrook,,0,"@united Follow me back, please, and I'll happily DM you the link because I'd rather not share my travel plans publicly.",,2015-02-23 20:50:40 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 570083063331319808,positive,1.0,,,United,,CaseyWoodTV,,0,@united you too!,,2015-02-23 20:49:28 -0800,,Eastern Time (US & Canada) 570082960700870656,positive,1.0,,,United,,PhilFromChico,,0,@united is my favorite airline.,,2015-02-23 20:49:04 -0800,"New York City, NY",Pacific Time (US & Canada) 570082564502728704,negative,0.6354,Can't Tell,0.3431,United,,kbleggett,,0,@united seriously #fail on making strangers share a room,,2015-02-23 20:47:29 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570082243596591104,neutral,0.6533,,0.0,United,,zach_wardroup,,0,@united @luke_mcintosh68 nah you wouldn't,,2015-02-23 20:46:13 -0800,[Colorado], 570081568733192192,negative,0.6563,Lost Luggage,0.6563,United,,michaelsalinger,,0,@united we needed them here asap. Will they make it on today's flight?,,2015-02-23 20:43:32 -0800,"mentor, Ohio",Eastern Time (US & Canada) 570081552891125760,negative,1.0,Customer Service Issue,0.6667,United,,Tdrag97,,0,@united agent split up my reservation? Now can't Cancelled Flight and refund credit for 2wks? Why,,2015-02-23 20:43:28 -0800,,Central America 570081411715059712,neutral,1.0,,,United,,Siv,,0,@united Our vacation's going to be ruined w/ 3 days of rain. : ( The change fee for 2 of us is nearly cost of original flight. Can you help?,"[37.7994546, -122.427629]",2015-02-23 20:42:54 -0800,"San Francisco, CA",Pacific Time (US & Canada) 570081213404180480,neutral,0.6489,,0.0,United,,xRaeCatherine,,0,@united I sent the message. Let me know ASAP.,,2015-02-23 20:42:07 -0800,, 570080863720878081,negative,1.0,Flight Attendant Complaints,0.3847,United,,kbleggett,,0,@united why would they make me share a room?,,2015-02-23 20:40:44 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570079868253298688,negative,1.0,Customer Service Issue,1.0,United,,fortytoo,,0,"@united tried calling too, but w/25 min phn wait means we'd miss options anyway",,2015-02-23 20:36:46 -0800,"WX report for 41 Mile, Hwy 50",Pacific Time (US & Canada) 570079699595980802,negative,1.0,Late Flight,1.0,United,,MelanieSpring,,0,@united can you ask your guys with flight 1146 to BWI to wait for us to get off a delayed flight from San Diego? Pretty please?,,2015-02-23 20:36:06 -0800,"Washington, DC",Eastern Time (US & Canada) 570079676204347394,negative,1.0,Customer Service Issue,0.7008,United,,kbleggett,,0,@united we're still waiting to find out your rep is working hard - most upset about having to wait to tomorrow pm to get to mammoth,,2015-02-23 20:36:01 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570079549914005504,negative,1.0,Cancelled Flight,0.7201,United,,fortytoo,,0,"@united for an early flt, I think a call is appropriate. Yes, reviewed and nada avail until next day. Expect full refund",,2015-02-23 20:35:30 -0800,"WX report for 41 Mile, Hwy 50",Pacific Time (US & Canada) 570079536815034368,neutral,0.6548,,,United,,CaseyWoodTV,,0,"@united i understand, thanks",,2015-02-23 20:35:27 -0800,,Eastern Time (US & Canada) 570079237350100993,negative,1.0,Customer Service Issue,1.0,United,,throthra,,0,"@united again I ask, who can I call to get this fixed? Tweeting me BS questions to stall only makes things worse. Phone number please.",,2015-02-23 20:34:16 -0800,, 570079041547472896,negative,1.0,Late Flight,1.0,United,,DJPartyMarty,,0,@united Yo yo yo stuck on the tarmac for over 2 hours at @fly2ohare ... Going to miss my ride at @flypdx help please! #HelpImStuck #United,"[41.97777091, -87.90782014]",2015-02-23 20:33:29 -0800,,Pacific Time (US & Canada) 570078894008594432,negative,1.0,Customer Service Issue,0.3505,United,,Darquenloveli,,1,@united it's highly unprofessional for you to overbook a flight by 12 seats &feel that I should rearrange my schedule for your mismanagement,,2015-02-23 20:32:54 -0800,Texas,Central Time (US & Canada) 570078733735821313,negative,1.0,Flight Attendant Complaints,0.672,United,,throthra,,0,"@united well, considering every agent before claimed they were unable to help with everything else, why waste more time to hear 'call corp'",,2015-02-23 20:32:16 -0800,, 570078718028222464,positive,0.688,,0.0,United,,luke_mcintosh68,,0,@united man I can't wait to book my ticket now! Thanks JP you're a life sabe,,2015-02-23 20:32:12 -0800,Colorado, 570077847672328192,negative,1.0,Cancelled Flight,1.0,United,,CaseyWoodTV,,0,"@united Ice, which I totally understand. But when a large number of us are facing 15+ hours of time and overnight Cancelled Flightations it seems like",,2015-02-23 20:28:45 -0800,,Eastern Time (US & Canada) 570076814585913344,negative,1.0,Cancelled Flight,0.708,United,,fortytoo,,0,@united flt 1249 Cancelled Flightled and I get email @3:30 AM? What happened to courtesy phn call? Had to book diff airline & city,,2015-02-23 20:24:38 -0800,"WX report for 41 Mile, Hwy 50",Pacific Time (US & Canada) 570074864708669440,negative,0.6386,Lost Luggage,0.6386,United,,michaelsalinger,,0,"@united tag numbers 0016 964012, 0016 964077, 0016 964078 - let's find these bags.",,2015-02-23 20:16:53 -0800,"mentor, Ohio",Eastern Time (US & Canada) 570074833993670657,negative,1.0,Customer Service Issue,1.0,United,,wordstern,,0,"@united better train your support staff with appropriate decorum, consider revisiting your terrible ""provide a death certificate' policy",,2015-02-23 20:16:46 -0800,"San Francisco, CA",Pacific Time (US & Canada) 570074583379939328,negative,1.0,Can't Tell,1.0,United,,CharlieGMoney,,1,@united Well the bar is set low! You guys are really good at the apology game! What will change? When will u guys learn?,"[41.88298649, -87.63403627]",2015-02-23 20:15:46 -0800,"Chicago, IL", 570073969690169344,neutral,0.7029,,0.0,United,,sacsmitty,,0,"@united My post was just more of disappointment. I'm a frequent United flyer, it was a simple ??. 1 bad apple doesn't spoil the bunch.",,2015-02-23 20:13:20 -0800,"Rocklin, CA", 570073757508726784,positive,0.6634,,0.0,United,,Meyer47,,1,@united you guys continue to impress me in Houston. http://t.co/cIh1qNllcM,,2015-02-23 20:12:29 -0800,Iowa, 570072918094442496,negative,0.6352,Customer Service Issue,0.3231,United,,The5y5Adm1n,,0,@United I have no way of making phones calls... Need to handle via Twitter/email/web. Thank you!,,2015-02-23 20:09:09 -0800,, 570072252026376192,neutral,1.0,,,United,,The5y5Adm1n,,0,@united Please help... I am in Ethiopia adopting a two year old child. Have an existing confirmation #. Need to add child to reservation.,,2015-02-23 20:06:30 -0800,, 570071999780933634,neutral,0.6464,,0.0,United,,Gouwerijn,,0,"@united question:are there onboad 110 volt outlets in all planes? If so, where?","[35.8056542, -78.786848]",2015-02-23 20:05:30 -0800,Alphen aan den Rijn,Amsterdam 570071482182692865,negative,0.6588,Can't Tell,0.6588,United,,oduric,,0,@united Your website deserves a new design. #html5 FTW!,,2015-02-23 20:03:27 -0800,Singapore,Berlin 570070877351469057,negative,1.0,Lost Luggage,0.6863,United,,kbleggett,,1,@united thanks for effing up our holidays - we're missing a full day of skiing due to your baggage team's incompetence at @FlyYOW,,2015-02-23 20:01:03 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 570069236971806720,neutral,0.631,,0.0,United,,xRaeCatherine,,0,@united Twitter isn't letting me DM you..,,2015-02-23 19:54:32 -0800,, 570068435805310976,neutral,0.732,,,United,,BinyGlancz,,0,@united I hope so too,,2015-02-23 19:51:21 -0800,, 570067529206358016,negative,1.0,Customer Service Issue,0.3582,United,,sacsmitty,,0,@united agent helps the person in front of me. Finishes up with them and then walks away. The guy behind me is as shocked as I am.,,2015-02-23 19:47:44 -0800,"Rocklin, CA", 570067181733580800,negative,1.0,Lost Luggage,1.0,United,,ColtonWoytas,,1,@united Connection at ORD was on the exact same plane again. Checked carry-on was apparently taken off & left in Chicago. Pretty ridiculous.,,2015-02-23 19:46:22 -0800,NY,Mountain Time (US & Canada) 570067079253991424,negative,0.7055,Lost Luggage,0.7055,United,,danmedwards,,0,@united Not encouraged that I'll have my CPAP tonight.,,2015-02-23 19:45:57 -0800,"Westerville, Ohio", 570066805810601985,negative,1.0,Lost Luggage,1.0,United,,danmedwards,,0,@united Yes. Did file a claim as soon as the carousel stopped without my bag on it. Got an email that its found but not sched for delivery,,2015-02-23 19:44:52 -0800,"Westerville, Ohio", 570066634976555008,neutral,1.0,,,United,,Kelley_Myers,,0,@United an idea: monitor mileage members travel patterns enough to know when they change jobs/lose status...and make the transition easier.,,2015-02-23 19:44:11 -0800,Pacific Northwest,Pacific Time (US & Canada) 570066450796257280,negative,1.0,Late Flight,0.6970000000000001,United,,gregriv,,1,@united Delay DEN-CLE because they have to manually enter baggage tags? Really? Worst cust service day for this 1ker. #friendlyskies??,,2015-02-23 19:43:27 -0800,"Cleveland, OH", 570066391388172290,negative,1.0,Flight Attendant Complaints,0.3819,United,,Greg_Mueller,,0,"@united Why tell us flight is delayed, then tell us it's on time again with 20 min to spare? Don't say it's delayed unless you're sure!","[33.9411179, -118.3972405]",2015-02-23 19:43:13 -0800,"Hermosa Beach, CA",Pacific Time (US & Canada) 570065109420101633,negative,0.6957,Lost Luggage,0.6957,United,,michaelsalinger,,0,"@united yes in Lusaka, Zambia. My guess is the bags never made the plane at IAD.",,2015-02-23 19:38:08 -0800,"mentor, Ohio",Eastern Time (US & Canada) 570065037231927296,neutral,0.6548,,0.0,United,,andreaSanger,,0,@united where is my flight voucher?,,2015-02-23 19:37:50 -0800,, 570063869596475394,negative,1.0,Late Flight,1.0,United,,RyanMagovs,,0,"@united Late Flight to Denver, Late Flight to Newark...let's not even get into the disaster that was checking bags. Unacceptable.",,2015-02-23 19:33:12 -0800,, 570063826508320769,negative,1.0,Can't Tell,1.0,United,,handsomanderson,,1,@united has once again let me down. Don't think I've ever flown with them and not had problems. Worst airline period.,,2015-02-23 19:33:02 -0800,"Los Vancouver, CA",Pacific Time (US & Canada) 570063574858493952,negative,1.0,Lost Luggage,1.0,United,,PreyingMantis02,,0,@united yes I filed a claim & hope to receive by luggage by 2am. Ridiculous as I had to purchase items to go to sleep & no reimbursement.,,2015-02-23 19:32:02 -0800,, 570063450174464000,negative,1.0,Bad Flight,1.0,United,,theBRYZness,,0,@united UA938 ORD-LHR. bags are being loaded 30min Late Flight. Frigid air into cabin! Plane feels like falling apart! Upgrade long haul fleet!,,2015-02-23 19:31:32 -0800,Broad & Pattison, 570063224328081408,negative,1.0,Flight Attendant Complaints,1.0,United,,hellojennizzle,,0,"@united Flight attendant never served me my beverage (tea), and not once checked up on me. What gives? #ua6076 #notcool",,2015-02-23 19:30:38 -0800,Cornfields,London 570061339604987904,negative,0.6688,Can't Tell,0.3519,United,,cyberhosed,,0,@united load balancing system apparently down #systemwide - major impact on all #united airlines flights. Was this a #cyberattack?,,2015-02-23 19:23:09 -0800,, 570060997907447810,negative,0.7,Late Flight,0.7,United,,CharlieGMoney,,0,@united After our unscheduled refueling stop and missing 2 connecting flights we r home n looking 4ward to our bed and a big PB&J sandwich.,"[41.98191311, -87.80888924]",2015-02-23 19:21:47 -0800,"Chicago, IL", 570059605662834688,negative,1.0,Can't Tell,0.6305,United,,_mhertz,,0,@united @AmericanAir spent hundreds to rectify the situation and you guys go quiet,,2015-02-23 19:16:15 -0800,,Pacific Time (US & Canada) 570059565947101184,negative,1.0,Late Flight,1.0,United,,whs1973,,0,@united UA276 sitting at EWR nearly an hour after sked. Pilot says computers down but no clue when we will leave. Can you help?,,2015-02-23 19:16:06 -0800,, 570059530567962624,negative,1.0,Can't Tell,1.0,United,,_mhertz,,1,@united @AmericanAir so that's it? It just ends there? Come on! I traveled for literally an extra day and a half because of this!,,2015-02-23 19:15:57 -0800,,Pacific Time (US & Canada) 570058986025672704,positive,0.6702,,,United,,family6travels,,0,@united Made the upgrade list. Will fly 1st tomorrow (for 40 min) for the first time ever! 🙌 #StatusMatchPaidOff http://t.co/ATfRKp6goY,,2015-02-23 19:13:48 -0800,, 570058190647271424,positive,0.3388,,0.0,United,,throthra,,0,"@united not just refunded, but for those of us who are on vacation to get a free room night to make up for making us sleep in DIA",,2015-02-23 19:10:38 -0800,, 570057930332102656,positive,1.0,,,United,,ChrisMD123,,0,@united Thanks for the reminder. It's been a fun ride. http://t.co/pPVA4Rch9f,,2015-02-23 19:09:36 -0800,, 570057601976631296,negative,1.0,Damaged Luggage,1.0,United,,throthra,,0,@united I received my luggage that also looked to be left in the snow when I arrived. I'm asking for all 50 people to be refunded.,,2015-02-23 19:08:18 -0800,, 570057521353764864,negative,1.0,Bad Flight,1.0,United,,davidchernin,,0,@united updated A320 aircraft has wifi and device entertainment but no outlets. I don't get it. How can I charge devices?,,2015-02-23 19:07:58 -0800,,Eastern Time (US & Canada) 570057178687475712,negative,1.0,Customer Service Issue,0.6632,United,,AndyA3,,0,@united was no one between the scan and inside the plane. I just asked the people in line around me where the plane was going,,2015-02-23 19:06:37 -0800,San Francisco,Pacific Time (US & Canada) 570056648137576449,negative,1.0,Late Flight,1.0,United,,kevinaom,,0,"@united 5 gate changes, two delays. Even the crew thinks the airline sucks",,2015-02-23 19:04:30 -0800,Michigan,Eastern Time (US & Canada) 570055898367799296,negative,1.0,Cancelled Flight,0.3417,United,,kimberlytwaters,,0,@united I'm very frustrated and have wasted 2 days now due to your equipment failures.,"[39.85862444, -104.6768992]",2015-02-23 19:01:31 -0800,Gainesville GA,Atlantic Time (Canada) 570055700790931456,negative,1.0,Customer Service Issue,0.6667,United,,JeffPKirkland,,0,@united computers are down but you stopped giving updates and took my flight info off the app. That's just ridiculous keep people updated!,,2015-02-23 19:00:44 -0800,Oregon,Pacific Time (US & Canada) 570055285500469248,negative,1.0,Customer Service Issue,1.0,United,,BethStuever,,0,"@united Soooo, it's been 15 days and you've offered no response. So I assume poor treatment by gate agents is the norm now?",,2015-02-23 18:59:05 -0800,"iPhone: 42.734546,-84.483753",Eastern Time (US & Canada) 570054647689322496,positive,1.0,,,United,,AlexanderKrach,,0,@united Terrific. Many thanks. Looking forward to being back on UA tomorrow. Had a great flight up to Vancouver.,,2015-02-23 18:56:33 -0800,,Pacific Time (US & Canada) 570054574389788672,negative,1.0,Customer Service Issue,1.0,United,,rholbrook,,0,@united Calls to 800# resulted in 2hrs of hold time & 2day wait to check suspect code share fare. Nothing investigated—my time wasted (2/2),,2015-02-23 18:56:16 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 570054360505323520,negative,1.0,Customer Service Issue,0.6633,United,,real_steve_ward,,0,"@united It's taken ~3 weeks for Cust Care to respond to Case #8477733, requesting a refund for wi-fi not working. Where can I get an update?",,2015-02-23 18:55:25 -0800,Chicago / Orlando / airplanes,Eastern Time (US & Canada) 570053912214024193,positive,1.0,,,United,,thetonyblank,,0,@united I appreciate your efforts getting me home!,"[38.9470418, -77.4511456]",2015-02-23 18:53:38 -0800,"Denver, CO",Eastern Time (US & Canada) 570053838499143680,negative,1.0,Flight Booking Problems,0.6469,United,,rholbrook,,1,@united That's correct—I've spent hours trying to book online only to receive an error when clicking final purchase button. (1/2),,2015-02-23 18:53:20 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 570053734639792129,negative,1.0,Late Flight,0.3536,United,,CharlieGMoney,,1,@united Today was not your finest. All could have been prevented by one gate agent advising 200 passengers.,,2015-02-23 18:52:56 -0800,"Chicago, IL", 570053482029277184,negative,1.0,Late Flight,1.0,United,,stopz,,0,@united what is the real deal with the delay on flight UA 1032 from Denver to Vegas?,,2015-02-23 18:51:55 -0800,, 570053417311342593,negative,1.0,Flight Attendant Complaints,1.0,United,,CharlieGMoney,,0,@united UA63 from Madrid arrived no agent mass confusion we sent to and fro by 3 UA employees. MaryJo was rude and unhelpful.,"[41.97758714, -87.91388554]",2015-02-23 18:51:40 -0800,"Chicago, IL", 570051875652767744,negative,1.0,Bad Flight,0.3458,United,,gguilber,,0,@united system failure again = bad trend. Software projects are like flying an airplane; there's no such thing as an emergency takeoff.,,2015-02-23 18:45:32 -0800,, 570051265373171712,negative,1.0,Late Flight,1.0,United,,gguilber,,0,@united lots of reports of system failures delaying flights over the last week. Currently sitting on the tarmac at OGG for over an hour.,,2015-02-23 18:43:07 -0800,, 570051191943483392,neutral,0.6684,,0.0,United,,Zgrinch,,0,"@united rebooting Chicago dispatch system, need @pivotalcf as I'm tired of sitting on planes",,2015-02-23 18:42:49 -0800,"iPhone: 39.201706,-106.854080",Mountain Time (US & Canada) 570050891929280512,positive,1.0,,,United,,thetonyblank,,0,"@united despite shaky connections, looks like I'll get home tonight. Great job, @united - was touch and go for a while..","[38.9470207, -77.4511745]",2015-02-23 18:41:38 -0800,"Denver, CO",Eastern Time (US & Canada) 570050785490419712,negative,1.0,Customer Service Issue,0.6970000000000001,United,,rholbrook,,1,"@united http://t.co/hj5kq82Chn, however, is completely under your control—the price was and still is displayed on http://t.co/hj5kq82Chn.",,2015-02-23 18:41:12 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 570050323017920512,neutral,0.6702,,0.0,United,,AndyA3,,0,@united the aircraft closest to gate was for the other flight and the one closest to our gate was going to Chicago.,,2015-02-23 18:39:22 -0800,San Francisco,Pacific Time (US & Canada) 570050268588597248,negative,0.6847,Lost Luggage,0.6847,United,,MommyPR,,0,@united can you tell me how to file a claim for clothing that had to be purchased?,,2015-02-23 18:39:09 -0800,Global,Pacific Time (US & Canada) 570049923858567168,negative,0.6776,Can't Tell,0.3451,United,,AndyA3,,0,@united comically on the return flight from ASE there were two United flights boarding at adjacent gates and not clear which plane to board,,2015-02-23 18:37:47 -0800,San Francisco,Pacific Time (US & Canada) 570049743549833216,negative,0.6354,Lost Luggage,0.6354,United,,MommyPR,,0,@united GRK13575M is the file reference,,2015-02-23 18:37:04 -0800,Global,Pacific Time (US & Canada) 570049697924009984,negative,1.0,Customer Service Issue,1.0,United,,jlgustafson1,,0,@united we would...how do I contact you to discuss? A few poor experiences with customer service but would give it a shot!,,2015-02-23 18:36:53 -0800,DEN, 570049295040307200,negative,1.0,Bad Flight,0.3525,United,,theKos,,0,"@united UA 746. Pacific Rim and Date Night cut out. Not constantly or randomly, but one spot, repeatably.",,2015-02-23 18:35:17 -0800,DC949,Pacific Time (US & Canada) 570048844702076930,negative,1.0,Can't Tell,0.3723,United,,MommyPR,,0,@united Been trying since 1230 to file a report.,,2015-02-23 18:33:30 -0800,Global,Pacific Time (US & Canada) 570048726380765184,negative,1.0,Customer Service Issue,1.0,United,,jasonjernigan,,0,@united I send an email about my bad experience and you send back a generic response. Yet another reason why I'll never fly with you again.,,2015-02-23 18:33:02 -0800,"Raleigh, NC",Central Time (US & Canada) 570048528602374144,neutral,1.0,,,United,,thelaurenmoore,,0,@united My mom left her Kindle on flight 1544 today. Burgundy case with a light. Seat 27D. Did anyone find it?,,2015-02-23 18:32:14 -0800,CA,Eastern Time (US & Canada) 570045712211288064,negative,0.6644,Flight Booking Problems,0.3437,United,,TravelShopVT,,0,@united here is the ticket # 0162424965446 please refund my unnecessary upgrade fee,,2015-02-23 18:21:03 -0800,,Eastern Time (US & Canada) 570045020402626561,negative,1.0,Bad Flight,0.6392,United,,Nikki62878,,1,"@united is horrible!! They lost our carseat and expect us to use a loner carseat, safety regulations say it's illegal to use a used car seat",,2015-02-23 18:18:18 -0800,, 570044681670696960,positive,1.0,,,United,,j0rdanj0nes,,0,@united thank you.,,2015-02-23 18:16:57 -0800,Dallas, 570044554130423808,neutral,0.6641,,,United,,momsgoodeats,,0,Decisions Decisions @MandarinJourney @united: We'd love for you to try our service. We offer status match too. http://t.co/xbQqqbRgVF ^KP”,,2015-02-23 18:16:27 -0800,#Omaha ,Central Time (US & Canada) 570044428678778880,neutral,1.0,,,United,,momsgoodeats,,0,Need more info on that! @united: @momsgoodeats We have great amenity kits. PJ's not included. We status match AA. ^KP”,,2015-02-23 18:15:57 -0800,#Omaha ,Central Time (US & Canada) 570044286991015936,negative,1.0,Flight Booking Problems,0.6489,United,,rholbrook,,1,"@united: I don't care that a @thehipmunk link showed me a ""wrong"" price on your site—it's your site & responsibility to ensure correctness.",,2015-02-23 18:15:23 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 570043937244622849,neutral,1.0,,,United,,DeputyBrans,,0,@united Do you have any flights with lie flat seating from STL to PDX around the date of March 5?,,2015-02-23 18:14:00 -0800,, 570043820278050817,negative,0.3482,Cancelled Flight,0.3482,United,,xRaeCatherine,,0,"@united He needs to get to home the 24th, they're telling him it'll be the 25th @ night. Is there compensation or anything that can be done?",,2015-02-23 18:13:32 -0800,, 570043574097555456,negative,1.0,Can't Tell,0.6702,United,,mllovelace,,0,“@united: @mllovelace The baggage fee is waived for Premier members. Please see http://t.co/u6Duw27mDE. ^JP” what's the point of membership?,,2015-02-23 18:12:33 -0800,"San Francisco, CA",Pacific Time (US & Canada) 570042013908914176,negative,1.0,Lost Luggage,0.376,United,,Ted_Bray,,0,@united wonderful bag claim people - finally have my bag. But why did I catch earlier flight? Original flight just landed. #wastedtime,,2015-02-23 18:06:21 -0800,"Colorado Springs, Colorado USA",Mountain Time (US & Canada) 570041988986347521,negative,0.3721,Can't Tell,0.3721,United,,MommyPR,,0,@united Dmed you. Thank you,,2015-02-23 18:06:15 -0800,Global,Pacific Time (US & Canada) 570041112624295936,positive,1.0,,,United,,DickAltavista,,0,@united thanks we'll be in touch!,,2015-02-23 18:02:46 -0800,Ottawa, 570040644451708930,positive,1.0,,,United,,Clking_sf,,0,@united Thanks to Karen Salisbury at IAH for amazing customer service! Found my daughter's bag lost on UA1516. Made her day!,,2015-02-23 18:00:55 -0800,Silicon Valley,Central Time (US & Canada) 570040251764183040,negative,1.0,Lost Luggage,1.0,United,,Bozboyku1,,0,"@united 3 days Late Flightr and my bag has not left IAD, United is not helping at all. Everyone tells me a different story",,2015-02-23 17:59:21 -0800,Lees Summit,Mountain Time (US & Canada) 570039756731494400,neutral,1.0,,,United,,rdowning76,,0,"@united @RenoAirport hi, when do direct flights from Houston to Reno begin? Don't see any days in March?",,2015-02-23 17:57:23 -0800,usa, 570039279050579968,neutral,0.67,,0.0,United,,brando_787,,0,@united like continental's chicken feat fairs,,2015-02-23 17:55:29 -0800,"North Texas, USA", 570039094257938432,neutral,1.0,,,United,,j0rdanj0nes,,0,@united can you assist with current flight status for flt# 1016 out of DFW tomorrow at 6:55am?,,2015-02-23 17:54:45 -0800,Dallas, 570038991527002112,positive,0.3427,,0.0,United,,NonYourBusines9,,0,@united I left my comment with customer care. Thanks for contacting me.,,2015-02-23 17:54:21 -0800,, 570038694817767425,negative,1.0,Lost Luggage,1.0,United,,Ted_Bray,,0,@United how do you lose a gate checked bag DEN to ORD? Direct flight. Ugh.,,2015-02-23 17:53:10 -0800,"Colorado Springs, Colorado USA",Mountain Time (US & Canada) 570037961020080129,negative,1.0,Lost Luggage,1.0,United,,Ted_Bray,,0,"@united caught earlier flight to ORD. Gate checked bag, and you've lost it at O'Hare. original flight lands in 20minutes. #frustrating!",,2015-02-23 17:50:15 -0800,"Colorado Springs, Colorado USA",Mountain Time (US & Canada) 570037336886546432,positive,1.0,,,United,,whitterbug,,0,Yes!! Thanks so much!!! 💜“@united: @whitterbug We see you spoke with our Reservations team and they've reinstated the flight. Thanks. ^EY”,,2015-02-23 17:47:46 -0800,"Houston, TX",Central Time (US & Canada) 570036932270358528,positive,1.0,,,United,,drewziIIa,,0,"@united captain ""on behalf of the front office, welcome on board."".... Never heard that before. I laughed...hard. #funnycaptain",,2015-02-23 17:46:10 -0800,,Central Time (US & Canada) 570035728832446465,negative,1.0,Lost Luggage,1.0,United,,MommyPR,,0,@united Can you please follow for a Dm on a missing bag?,,2015-02-23 17:41:23 -0800,Global,Pacific Time (US & Canada) 570033778300620801,neutral,0.6659999999999999,,0.0,United,,throthra,,0,"@united to be clear on my luggage comment, I am referencing the photo attached. Flight 6232 to JAC http://t.co/PnBajfkmHG",,2015-02-23 17:33:38 -0800,, 570033627939131392,positive,1.0,,,United,,ginanotjenna,,0,@united These are great fares!!!!!,,2015-02-23 17:33:02 -0800,Honeoye Falls,Atlantic Time (Canada) 570033341250056193,negative,1.0,Customer Service Issue,0.6689,United,,dannydibiase1,,0,@united i left an item on the plane and have been calling non stop and no one has been answering can you please help,,2015-02-23 17:31:53 -0800,, 570033309113131008,positive,0.6699,,,United,,frqnttraveler,,0,@united awesome I'll book my next Christmas vacatinn this December any other ways you want to devalue mileage plus.,,2015-02-23 17:31:46 -0800,california, 570033062202863616,negative,1.0,Lost Luggage,0.6512,United,,throthra,,2,@united what's a good number to call to speak with someone about how you can fix what you did to 50 people and their luggage on Saturday?,,2015-02-23 17:30:47 -0800,, 570031379456643072,positive,1.0,,,United,,goodenufmother,,1,@United THANK U! Secured room for the night Thx to VERY helpful customer service rep N. Dorns.. I thanked her.. Can u 2? #goodenoughmother,,2015-02-23 17:24:06 -0800,GEM HQ (aka walk-in closet) NY,Eastern Time (US & Canada) 570031098513592320,negative,1.0,Lost Luggage,1.0,United,,tpensari,,0,@united where's my damn bag??,,2015-02-23 17:22:59 -0800,, 570031016800161792,negative,1.0,Lost Luggage,1.0,United,,tpensari,,0,@united well someone should tell that to the employees at the Denver baggage claim. Still no bag!!!!,,2015-02-23 17:22:39 -0800,, 570030715900792832,neutral,1.0,,,United,,AlexanderKrach,,0,@united Greetings. UA Club member here. Any idea if I can use the Air Canada Lounge at YVR. Flying UA tomorrow.,,2015-02-23 17:21:27 -0800,,Pacific Time (US & Canada) 570027321178099712,neutral,0.6479,,0.0,United,,startupstella,,0,@united how is Mexico not international from the us?,,2015-02-23 17:07:58 -0800,"Chicago, IL",Central Time (US & Canada) 570026514923675648,negative,1.0,Customer Service Issue,0.3639,United,,tpensari,,0,@united diverted and missed our connecting flight. Was just told that my bag is on it's way to MSY. If you only had people that cared,,2015-02-23 17:04:46 -0800,, 570024703256956929,negative,1.0,Flight Attendant Complaints,0.6634,United,,gregriv,,0,@united Male agnt in LAS threatens Canadian cust when cust takes pic of him at gate after agents announce can't help rebook. #friendlyskies?,,2015-02-23 16:57:34 -0800,"Cleveland, OH", 570023321904943105,negative,1.0,Cancelled Flight,0.6669,United,,whitterbug,,0,@united @Apollochplayers we just want to go home tonight - why did you Cancelled Flight the last leg of our reserv. w/out our permission??! #PH6RPS,,2015-02-23 16:52:05 -0800,"Houston, TX",Central Time (US & Canada) 570023232851419136,negative,1.0,Customer Service Issue,0.6816,United,,gregriv,,1,@united Stressed and rude agents. Overwhelmed by delyd flight LAS-DEN 1657. Yelling at several people. Not pretty. This is #friendlyskies??,,2015-02-23 16:51:43 -0800,"Cleveland, OH", 570023071698055168,negative,0.6774,Bad Flight,0.3441,United,,nbhdsheila,,0,@united landed in Boston at 9 last night. The 15 hours of traveling was rough tho.,,2015-02-23 16:51:05 -0800,Boston,Eastern Time (US & Canada) 570022715072983041,negative,1.0,Cancelled Flight,0.3603,United,,Apollochplayers,,1,@united FAIL You Cancelled Flightled our flight frm GJT and then used our reserv home to IAH (from SEA) for reFlight Booking Problems w/out OUR PERMISSION!! #PH6RPS,,2015-02-23 16:49:40 -0800,"Houston, TX", 570022372901847042,neutral,0.3435,,0.0,United,,goodenufmother,,0,Just sent thank u RT @united: @goodenufmother Please DM your confirmation number if reFlight Booking Problems is needed. Thank you. ^EY,,2015-02-23 16:48:18 -0800,GEM HQ (aka walk-in closet) NY,Eastern Time (US & Canada) 570022345424834560,negative,1.0,Late Flight,0.6559,United,,hefeman,,0,@united has made my no fly list. Other airlines wait when connector Late Flight. Stuck in IAH.,,2015-02-23 16:48:12 -0800,Austin,Central Time (US & Canada) 570021376024813568,neutral,0.6788,,0.0,United,,goodenufmother,,0,@United so what’s the deal? Do u provide voucher for overnight or am I cozy on the floor at #OHare ? #gross #HelpMePlease #AnyoneThere,,2015-02-23 16:44:21 -0800,GEM HQ (aka walk-in closet) NY,Eastern Time (US & Canada) 570021075355963392,negative,0.6803,Customer Service Issue,0.6803,United,,bartha75,,0,"@united also, the mere fact that I have to go online to issue a statement vice calling and talking to some directly is one good example.","[0.0, 0.0]",2015-02-23 16:43:09 -0800,san diego, 570020852210774016,positive,1.0,,,United,,jalvich,,0,@united thank you. I flew into Newark from Vail/Eagle.,,2015-02-23 16:42:16 -0800,,Eastern Time (US & Canada) 570020275150049281,negative,0.6914,Customer Service Issue,0.3704,United,,bartha75,,0,@united i have a weekend of dealing with your company that would say otherwise.,"[0.0, 0.0]",2015-02-23 16:39:58 -0800,san diego, 570019785788022785,negative,1.0,Bad Flight,0.35200000000000004,United,,goodenufmother,,0,@United now what?!? http://t.co/5hpSqVRjK8 flight was gone when I got off plane! #BusinessTravel #goodenoughmother,,2015-02-23 16:38:02 -0800,GEM HQ (aka walk-in closet) NY,Eastern Time (US & Canada) 570019476235788288,negative,1.0,Lost Luggage,0.366,United,,jalvich,,0,"@united the proper response: sorry for your wait, what flight # were you on so we can look into the issue. That's how @Delta would handle.",,2015-02-23 16:36:48 -0800,,Eastern Time (US & Canada) 570018445695148033,negative,1.0,Customer Service Issue,0.6559999999999999,United,,tpensari,,0,@united your customer service is terrible! Stood inline 3 hours no flights and 4 hours Late Flightr still no bag#disgutedindenver,,2015-02-23 16:32:42 -0800,, 570018278946394112,neutral,0.6557,,,United,,lovejodierose,,0,@united please upload the March on-demand entertainment listing on your website! ✈️,,2015-02-23 16:32:02 -0800,"melbourne, australia",London 570018079993937920,negative,0.6482,Customer Service Issue,0.3294,United,,CharlieGMoney,,1,@united So you are inadequate by accident?,"[40.68545235, -74.18374208]",2015-02-23 16:31:15 -0800,"Chicago, IL", 570016325667557376,positive,1.0,,,United,,RockinMikeW,,0,@united @reebok @rockinwellness @ Denver International Airport https://t.co/tKVmHBkeC3,,2015-02-23 16:24:17 -0800,, 570016198747758593,positive,1.0,,,United,,MirandaAtx,,0,@united Thank you for responding so quickly with a helpful tool! @dustyob,,2015-02-23 16:23:46 -0800,"Houston, TX",Central Time (US & Canada) 570016052895092736,negative,1.0,Customer Service Issue,0.6566,United,,tclarktweets,,0,@united boarding time shows 35 min and your gate agent started at 45. showed up at 4:00 and they had to check bag. http://t.co/zCBJyo6lsN,,2015-02-23 16:23:12 -0800,"San Francisco, CA ", 570014689322643456,negative,1.0,Flight Attendant Complaints,0.6551,United,,CengageTeamUP,,1,@united Agent in LAS letting 20 customers know they can't help them rebook delayed flight to DEN #unfriendlyskies http://t.co/QuzVmK2rTR,,2015-02-23 16:17:46 -0800,,Eastern Time (US & Canada) 570014406320517120,negative,1.0,Bad Flight,0.6656,United,,brooklyn_dodger,,0,@united empathizes w/ my disappointment that 1stClass flight w/nonworking entertainmnt is worth $50. #UnFriendlySkies http://t.co/lOecO4gmvd,,2015-02-23 16:16:39 -0800,Brooklyn,Eastern Time (US & Canada) 570014190498287616,negative,1.0,Customer Service Issue,0.6726,United,,SmartBlondeSolu,,0,@united ...and when that doesn't work...,,2015-02-23 16:15:48 -0800,"Fort Worth, Texas",Central Time (US & Canada) 570012706704662528,neutral,0.6511,,0.0,United,,koploperfan1992,,0,"@united did you have seen my message today?? About a mcdonnell Douglas dc 10 model?? I will hear it if you read it, Goodnight now","[51.3228181, 5.3576138]",2015-02-23 16:09:54 -0800,Winterfell, 570011505237716993,negative,1.0,Flight Booking Problems,1.0,United,,frqnttraveler,,0,@united searched for mileage tickets to BOM couldn't find a single one is saver awards - I see how you play. Earn miles but can't use them.,,2015-02-23 16:05:07 -0800,california, 570011417249759233,negative,0.7083,Lost Luggage,0.375,United,,jalvich,,0,"@united flight arrives 30 minutes early, but then have we to wait for an hour for our bags.",,2015-02-23 16:04:46 -0800,,Eastern Time (US & Canada) 570010976608780288,negative,1.0,Lost Luggage,0.6667,United,,MikeShor,,0,@united That's not the issue. The fact that no one even called (despite promises) to confirm the bag's location is.,,2015-02-23 16:03:01 -0800,"Coventry, Connecticut",Eastern Time (US & Canada) 570009743160254464,neutral,1.0,,,United,,SmartBlondeSolu,,0,@united what's a girl gotta do to get a flight name change when SHE bought one for a mean ex boyfriend and needs a girl's trip stat?!,,2015-02-23 15:58:07 -0800,"Fort Worth, Texas",Central Time (US & Canada) 570009034385805312,neutral,0.6832,,,United,,family6travels,,0,@united thank you. We are signed up for notifications. We shall watch and wait! ❄️❄️,,2015-02-23 15:55:18 -0800,, 570008443626647552,negative,1.0,Can't Tell,0.3477,United,,kabell87,,0,@united still waiting to hear back. My wallet was stolen from one of your planes so would appreciate a resolution here,,2015-02-23 15:52:57 -0800,, 570007003659149312,neutral,0.6612,,0.0,United,,JawnRedcorn,,0,@united I would love if someone could get me back to Austin tonight and I do not wish to wait til tomorrow morning.,,2015-02-23 15:47:14 -0800,Ausvegas,Central Time (US & Canada) 570005000643956736,negative,1.0,Lost Luggage,1.0,United,,mattscottcrum,,0,@united or @flysaa has lost my baggage… heard different things from different employees of @united. @flysaa has said nothing.,,2015-02-23 15:39:16 -0800,"Nashville, TN",Mountain Time (US & Canada) 570004899234074624,negative,1.0,Bad Flight,1.0,United,,ganteisan,,0,"@united cs thinks that miles can repair the damage done, it will be interesting if they travel in @united and exp the worst flight ever!",,2015-02-23 15:38:52 -0800,"Santiago, Chile",Santiago 570004470370676737,neutral,1.0,,,United,,family6travels,,0,@united I have a 0530 flight out of DFW on Tuesday. How far in advance will you give notice if Cancelled Flightled?,,2015-02-23 15:37:10 -0800,, 570004247586013184,negative,1.0,Customer Service Issue,0.6697,United,,BrittanyWolgast,,0,@united I am signed up for notifications. This is the first trip I was not updated on. Not sure why this happened.,,2015-02-23 15:36:17 -0800,,Central Time (US & Canada) 570003828658950145,positive,0.6682,,0.0,United,,ryanaround,,0,@united Thank you. Took care of everything and made it right. That's the experience I'm used to. Opened the app to find flight changed.,,2015-02-23 15:34:37 -0800,San Francisco,Pacific Time (US & Canada) 570002454839820288,negative,1.0,Flight Booking Problems,0.355,United,,aliasboogie,,0,@united that is not in line with your responses here. And now I'm waiting until tomorrow morning because all the flights are overbooked.,,2015-02-23 15:29:10 -0800,"New York City, NY",Eastern Time (US & Canada) 570002150115254272,negative,1.0,Customer Service Issue,0.6466,United,,aliasboogie,,0,"@united I took the exact same aircraft in to LAX 3 days ago. It fit, no problem. The agent today told some nonsense about a policy change",,2015-02-23 15:27:57 -0800,"New York City, NY",Eastern Time (US & Canada) 570001906199887872,negative,0.6558,Can't Tell,0.35600000000000004,United,,AaronGirson,,0,@united your helpful agents in Club helped. I am just out baggage fees and a night of my life.stop doing business with @SilverAirways,"[26.07324041, -80.14510971]",2015-02-23 15:26:59 -0800,, 570000614794489856,negative,0.7008,Can't Tell,0.7008,United,,aliasboogie,,0,@United never heard of this? http://t.co/QDebyaHqfM,,2015-02-23 15:21:51 -0800,"New York City, NY",Eastern Time (US & Canada) 570000364692484099,negative,1.0,Flight Booking Problems,0.6629999999999999,United,,rodneyondrums,,0,"@SouthwestAir doesn't charge ticket change fees. Do they not incur the same mysterious ""costs"" that you incur, @united?",,2015-02-23 15:20:51 -0800,All over the damn place.,Quito 570000287080951808,negative,1.0,Cancelled Flight,0.6566,United,,MirandaAtx,,0,@united Exhausted & frustrated! Link to a FB post abt my travel issue https://t.co/LaRKC8vc4s,,2015-02-23 15:20:33 -0800,"Houston, TX",Central Time (US & Canada) 569999790328541184,negative,1.0,Flight Attendant Complaints,0.6629999999999999,United,,aliasboogie,,0,@united I was denied getting on the plane w/o getting the chance to prove it fits. I'm not a rookie. Read my bio.,,2015-02-23 15:18:34 -0800,"New York City, NY",Eastern Time (US & Canada) 569999614624927744,positive,0.6741,,0.0,United,,aliasboogie,,0,@united that's exactly the point. It fits. I'm premier access. Boarding group 2. This was a return ticket. I've been doing this for 15 yrs,,2015-02-23 15:17:52 -0800,"New York City, NY",Eastern Time (US & Canada) 569999529677852672,negative,1.0,Customer Service Issue,1.0,United,,zaudrey,,0,@united I've never experienced worst customer service. Placing blame on codeshare partners and not assuming responsibility is unacceptable,,2015-02-23 15:17:32 -0800,,Pacific Time (US & Canada) 569998289447354371,negative,1.0,Flight Attendant Complaints,0.6753,United,,jasonpblakey,,0,@united currently on board so not now. Check in was terrible. Staff rude. Expensive luggage thrown around etc.,"[40.69943599, -74.17868875]",2015-02-23 15:12:36 -0800,,London 569997351412228097,negative,1.0,Cancelled Flight,0.3442,United,,_Emilky_,,0,"@United fucked up, then voided my ticket, and KEPT MY MONEY. Not even an apology. I will never fly with your airline again. #UnitedAirlines",,2015-02-23 15:08:53 -0800,"Liverpool, UK",London 569996897009717248,negative,1.0,Customer Service Issue,0.6354,United,,hangsf,,0,@united has the WORST customer svcs! This Kevin rep at call center must be investigated. My baggage's lost and there's no help but argument!,,2015-02-23 15:07:04 -0800,"San Francisco, California, USA",Alaska 569995961570856960,negative,1.0,Customer Service Issue,1.0,United,,AaronGirson,,0,@united should NOT sell tickets for @SilverAirways on http://t.co/onhXHCO6bK. has terrible service and UA staff cannot reach Silver,"[26.07694041, -80.13546475]",2015-02-23 15:03:21 -0800,, 569995897234288640,negative,0.688,Can't Tell,0.688,United,,mjc_collins,,1,"@united Just got demoted from Gold cuz my hubby got 100% of the PQD, tho there were enuf $ spent for 4 Golds.#spousal.discrimination/angry.",,2015-02-23 15:03:06 -0800,, 569995706909503488,positive,1.0,,,United,,TuraOntheroad,,0,@united Thank you!,,2015-02-23 15:02:21 -0800,Brooklyn,Pacific Time (US & Canada) 569993952469880832,neutral,0.6742,,0.0,United,,MisterDJW,,0,@united When will direct flights from Belfast Intl to Newark resume from their winter break? Thanks.,,2015-02-23 14:55:22 -0800,, 569993782311198720,positive,1.0,,,United,,peoplesavvy,,0,@united My favorite way to travel! Thank you! http://t.co/vGN2X1ckg0,,2015-02-23 14:54:42 -0800,, 569992543875653633,neutral,1.0,,,United,,jbuhl35,,0,"@united yes, after this awful weather it appears I can get home",,2015-02-23 14:49:47 -0800,"Washington, DC",Atlantic Time (Canada) 569991606385967107,negative,1.0,Customer Service Issue,1.0,United,,jasonpblakey,,0,@united yes lots. You have terrible customer service at Newark and despite raising a complaint there we were ignored hence the tweet,"[40.6992418, -74.17884798]",2015-02-23 14:46:03 -0800,,London 569991529764409344,negative,1.0,Bad Flight,0.6778,United,,ishowman,,0,@united Lovely new plane from LGA to ORD but no power outlets?,,2015-02-23 14:45:45 -0800,New York,London 569989661713666049,negative,0.6337,Lost Luggage,0.3334,United,,rhyminanstealin,,0,"@united but if i tweet the ID number, won't that reveal my home address to anyone on the web?",,2015-02-23 14:38:19 -0800,"Washington, DC",Central Time (US & Canada) 569989557644623875,negative,1.0,Cancelled Flight,0.6512,United,,rhyminanstealin,,0,@united I filed a delayed bag report on Saturday! my flight was Cancelled Flightled and I never went anywhere!,,2015-02-23 14:37:55 -0800,"Washington, DC",Central Time (US & Canada) 569989416426434560,neutral,1.0,,,United,,colbycaterina,,0,@united the person is currently bettween gates 71A and 73 in LAX,,2015-02-23 14:37:21 -0800,lalaland,Eastern Time (US & Canada) 569989291188695040,negative,1.0,Flight Attendant Complaints,0.7067,United,,colbycaterina,,0,@united i need it there before she lands so she can have the EWR baggage claim file to have it sent but the employee has not droppeditoffyet,,2015-02-23 14:36:51 -0800,lalaland,Eastern Time (US & Canada) 569989178651508737,negative,1.0,Can't Tell,1.0,United,,eadonjacobs,,0,"@united rarely ceases to amaze...for the worse. i hope this is the last time i ""have"" to fly with you.",,2015-02-23 14:36:24 -0800,san francisco,Arizona 569989023478841345,neutral,0.7059,,0.0,United,,cameronsmith17,,0,@united thank you for the quick response but I cannot dm you until you follow me as well,,2015-02-23 14:35:47 -0800,,Mountain Time (US & Canada) 569988839919394816,negative,0.6468,Can't Tell,0.6468,United,,colbycaterina,,0,@united iCloud it is not there yet -- PLEASE HELP 917 703 1472,,2015-02-23 14:35:03 -0800,lalaland,Eastern Time (US & Canada) 569988785330479104,neutral,1.0,,,United,,colbycaterina,,0,"@united I need the phone number to baggage claim in LAX, my mom left her phone and someone called saying they would put it there but on",,2015-02-23 14:34:50 -0800,lalaland,Eastern Time (US & Canada) 569988762085806081,negative,1.0,Customer Service Issue,0.6737,United,,mironovich,,0,@united I did... no response back,,2015-02-23 14:34:45 -0800,"Morristown, nj",Eastern Time (US & Canada) 569988297633583104,negative,1.0,Customer Service Issue,1.0,United,,KelliZink,,0,@united this is atrocious customer service.,,2015-02-23 14:32:54 -0800,Chicago & traveling the world,Central Time (US & Canada) 569988078015815680,neutral,1.0,,,United,,Portal_Aviacion,,0,"@United will not have to honor absurdly low mistake fares. http://t.co/2Z3Jv73IlW vía @usatoday",,2015-02-23 14:32:02 -0800,Madrid (Spain),Madrid 569988061150359552,negative,1.0,Late Flight,1.0,United,,kachampney,,0,@united #albanyairport delayed departure to check bags at gate claiming space filled and walk on to open spaces a delay #poorcustomerservice,,2015-02-23 14:31:58 -0800,"Killington, Vt", 569987348772950016,negative,1.0,Cancelled Flight,0.65,United,,KelliZink,,0,@united you Cancelled Flighted our flights for no reason & now we have been on the phone for AN HOUR on our vacation. Why?,,2015-02-23 14:29:08 -0800,Chicago & traveling the world,Central Time (US & Canada) 569986029463011328,negative,1.0,Customer Service Issue,1.0,United,,dfpietra,,0,@united @dfpietra THAT'S your response? Shaking my head back and forth with a tsk. You can do better-from customer service to your apology,,2015-02-23 14:23:53 -0800,"West Hollywood, CA", 569984791107338240,neutral,0.6825,,,United,,RoatanGallery,,0,"@united thanks! It's 35K miles from RTB to Europe, to do a multiple destination so we could stop over in US on way/way back- mileage diff?",,2015-02-23 14:18:58 -0800,"Roatan, Islas de la Bahia",Eastern Time (US & Canada) 569984785860464640,negative,1.0,Lost Luggage,1.0,United,,Margo_Rae,,0,@united of course I did. The bag should be here by now :( #frustrated,"[28.62111274, -81.29294408]",2015-02-23 14:18:57 -0800,,Eastern Time (US & Canada) 569983990683148288,negative,1.0,Can't Tell,1.0,United,,ousoonerfanatic,,0,@united you are the worst. I will avoid you like the plague.,,2015-02-23 14:15:47 -0800,"Semiahmoo, WA Soonerland",Pacific Time (US & Canada) 569983826245496832,negative,1.0,Can't Tell,1.0,United,,Mr_RHolmes,,0,@united is the worst airline in the world.,,2015-02-23 14:15:08 -0800,"Austin, TX (Easton, PA born)",Eastern Time (US & Canada) 569983375584272384,negative,1.0,Customer Service Issue,0.6526,United,,ryanaround,,0,@united someone needs to DM me and resolve this correctly. Extremely disappointed with the service I received. Terrible management.,,2015-02-23 14:13:21 -0800,San Francisco,Pacific Time (US & Canada) 569983149028962304,negative,1.0,Customer Service Issue,0.3507,United,,ryanaround,,0,@united Premier Gold desk changes flight. Waives fees. Gives me wrong flight. Now Jana Acosta in Salt Lake refuses the same service. Angry.,,2015-02-23 14:12:27 -0800,San Francisco,Pacific Time (US & Canada) 569982678558048256,negative,1.0,Can't Tell,0.6778,United,,cameronsmith17,,0,"@united I will give you one thing, you are consistent but unfortunately you are consistent at not doing your job well #AlwaysDelayedOnUnited",,2015-02-23 14:10:34 -0800,,Mountain Time (US & Canada) 569982327654383616,negative,1.0,Can't Tell,1.0,United,,artistanxiety,,0,@united I will but right now I'm to angry,,2015-02-23 14:09:11 -0800,Punk is the preacher.,Arizona 569981034110050305,negative,1.0,Can't Tell,1.0,United,,jasonpblakey,,0,@united first time flying with United. Also last time. #terrible back to @VirginAtlantic for me. #branson #virginatlantic #UnitedAirlines,"[40.69814396, -74.17906717]",2015-02-23 14:04:02 -0800,,London 569980415919853569,negative,1.0,Can't Tell,0.6659999999999999,United,,franciscogonima,,0,@united I used to be a committed #ContinentalAirlines flyer until merger. I remember now why I switched to @SouthwestAir #CommunicationFail,"[39.85790482, -104.67039013]",2015-02-23 14:01:35 -0800,"San Antonio, Texas",Central Time (US & Canada) 569980177247285249,negative,1.0,Bad Flight,0.3529,United,,SamuelSitt,,0,@united the least you could do is offer me a ticket in coach instead of just Cancelled Flighting my reservation because of your glitch!!! #notfair,,2015-02-23 14:00:38 -0800,"Eatontown, NJ",Eastern Time (US & Canada) 569979566279626752,negative,1.0,longlines,0.6668,United,,franciscogonima,,0,"@united I'm saying I made the flight but with poor/non-communication, unaccounted for lost time & lots of frustrated flyers standing around","[39.85799572, -104.67056217]",2015-02-23 13:58:12 -0800,"San Antonio, Texas",Central Time (US & Canada) 569979211722596353,negative,1.0,Can't Tell,0.6804,United,,CoffeeCult448,,0,@united I think DM would be better,,2015-02-23 13:56:48 -0800,Buffalo/Oakland/Savannah/Ire, 569977492720779264,negative,1.0,Late Flight,1.0,United,,pjmartin44,,0,@United gate announcement states delay due to maintenance yet app says Late Flight arriving aircraft tell the truth! @unfriendly,,2015-02-23 13:49:58 -0800,,Eastern Time (US & Canada) 569976426163777536,negative,1.0,Lost Luggage,1.0,United,,tiffy_mac,,0,@united you are easily the worst company I have ever experienced. You have lost someone's personal possessions & you couldn't care less!....,,2015-02-23 13:45:44 -0800,"Brighton, UK ", 569976131748823040,negative,1.0,Late Flight,0.6625,United,,pjmartin44,,0,@united how can your app show arriving aircraft is early but departing flight is delayed due to Late Flight arriving aircraft? @unfriendly,,2015-02-23 13:44:34 -0800,,Eastern Time (US & Canada) 569976114124349440,negative,1.0,Lost Luggage,0.657,United,,kevinforgoogle,,0,@united already did that at the airport and 12 hrs Late Flightr its still not here! you guys are really killing me today. trying to stay positive..,,2015-02-23 13:44:29 -0800,"San Francisco, CA", 569974772551032832,negative,0.6625,Can't Tell,0.3593,United,,laarsNL,,0,@united once united's service levels reaches those of Etihad or lets be more realistically Lufthansa then ill consider it again,,2015-02-23 13:39:10 -0800,"Rotterdam, the Netherlands",Amsterdam 569973683466272768,negative,1.0,Late Flight,0.627,United,,dfpietra,,0,@united really? Someone called in sick and then someone FORGOT to call a replacement?! Now an hour Late Flight to take off. #theworst,,2015-02-23 13:34:50 -0800,"West Hollywood, CA", 569973088076460032,negative,1.0,Flight Attendant Complaints,0.3416,United,,cristobalwong,,1,@united Asked Flight attendant what typical compensation would be & says we might get free TV. #Unacceptable,,2015-02-23 13:32:28 -0800,San Francisco Bay Area, 569972884052930560,neutral,0.679,,,United,,twohlix,,0,@united done,,2015-02-23 13:31:39 -0800,"Washington, DC",Eastern Time (US & Canada) 569972097453137920,neutral,0.335,,0.0,United,,cristobalwong,,0,"@united Thank you, ^JH, appreciate the prompt responses--me and other passengers will be doing so.",,2015-02-23 13:28:32 -0800,San Francisco Bay Area, 569972073201688576,negative,1.0,Late Flight,1.0,United,,jcbtdd,,0,@united has been such a disappointment today. Simply put. Rather unpleased with things currently. Flight delayed; cant wait to just get home,,2015-02-23 13:28:26 -0800,"Swooning in New York, New York",Eastern Time (US & Canada) 569972039844438016,negative,1.0,Flight Attendant Complaints,0.6632,United,,xRaeCatherine,,0,"@united During the same round trip, my NON-English speaking friend was stranded TWICE for 12+ hours each time! Most staff members were rude.",,2015-02-23 13:28:18 -0800,, 569971648876584960,negative,1.0,Can't Tell,0.6633,United,,bartha75,,0,"@united found a group of people who actually hates people more than ISIS, thats right United Airlines.","[0.0, 0.0]",2015-02-23 13:26:45 -0800,san diego, 569971394701873153,negative,0.6629999999999999,Customer Service Issue,0.3478,United,,TuraOntheroad,,0,"@united Nope. Walked up & down the ORF terminal, & not a United agent to be found. Showed up @ last minute to board us. Many panicked people",,2015-02-23 13:25:44 -0800,Brooklyn,Pacific Time (US & Canada) 569971033182048256,positive,0.6534,,,United,,teamcrafty,,0,@united thank you,,2015-02-23 13:24:18 -0800,Grand Rapids,Quito 569970938525016065,negative,1.0,Late Flight,0.7065,United,,tbird12lv,,0,@united by the time I finally get to Dallas I could have driven with less frustration and cheaper.,,2015-02-23 13:23:55 -0800,Colorado,Mountain Time (US & Canada) 569970599377788928,negative,1.0,Late Flight,1.0,United,,cristobalwong,,0,"@united I'm trying to get to my final destination, we need compensation. Just about 2hrs of personal time wasted.",,2015-02-23 13:22:35 -0800,San Francisco Bay Area, 569970225443172353,negative,1.0,Customer Service Issue,0.6667,United,,itsmetsforme,,0,@united that guy really has no customer service clue.Could have spent effort clearing bins for rollerboards instead of art projects in mine!,,2015-02-23 13:21:05 -0800,mets hell, 569969999961391105,positive,0.6915,,,United,,swampynomo,,0,@united he has no priority and Iove it,,2015-02-23 13:20:12 -0800,NJ/NYC,Eastern Time (US & Canada) 569969952654028800,positive,1.0,,,United,,herma48852,,0,@united Pleased to be a Premier Platinum,,2015-02-23 13:20:00 -0800,, 569969447764566016,negative,1.0,Lost Luggage,1.0,United,,PreyingMantis02,,1,@united how can you not put my bag on plane to Seattle. Flight 1212. Waiting in line to talk to someone about my bag. Status should matter.,,2015-02-23 13:18:00 -0800,, 569968282532315136,negative,0.6995,Can't Tell,0.6995,United,,scott_fitzy,,0,"@united @campilley hahaha. If they weren't an American company, i would say this was great sarcasm!!",,2015-02-23 13:13:22 -0800,,Eastern Time (US & Canada) 569967925416886273,negative,0.6703,Can't Tell,0.34,United,,simonroesner,,0,@united i think he actually did not like your screen @campilley 😃😃😃,"[51.72050559, 8.72711201]",2015-02-23 13:11:57 -0800,,Athens 569967850670018560,negative,1.0,Flight Attendant Complaints,0.3469,United,,cristobalwong,,1,@united Apparently they are asking 20 people to off board the plane--how can such a big miscalculation be made?!,,2015-02-23 13:11:39 -0800,San Francisco Bay Area, 569967848078090240,negative,1.0,Can't Tell,0.3845,United,,Jim_Rehbein,,0,@united It's a shame choosing #United may be the difference between reuniting with aging friends and never seeing them again #PoorService,,2015-02-23 13:11:39 -0800,"Ottawa, Ontario",Eastern Time (US & Canada) 569967841727942657,neutral,1.0,,,United,,DavidAlfieWard,,0,"@united hi guys, do you have a general enquires email address please? Thanks David.",,2015-02-23 13:11:37 -0800,London UK & USA, 569967632868188160,negative,1.0,Customer Service Issue,0.6675,United,,TheJessicaKill,,0,@united Just checking in again - what is the status of our claim. It is going on 2 months with no attention to this? We are very upset.,"[0.0, 0.0]",2015-02-23 13:10:47 -0800,Vancouver/Beverly Hills,Pacific Time (US & Canada) 569967493487292416,negative,1.0,Late Flight,1.0,United,,hooton,,0,@united my flight was delayed due to maintenance in LIT and caused me to miss my connection at IAH to MSY. Can you help?,,2015-02-23 13:10:14 -0800,"Little Rock, AR",Central Time (US & Canada) 569967305859293184,negative,1.0,Cancelled Flight,1.0,United,,KeamBleam,,0,@united #UnitedAirlines Pls Fix #AspenBaggageFail issues. Had to pay my own way to #Aspen after flight Cancelled Flight. Left us in the cold in DEN.,,2015-02-23 13:09:29 -0800,"Harlem, NYC",Eastern Time (US & Canada) 569967197478526976,negative,1.0,Can't Tell,0.6497,United,,aliasboogie,,0,@united Read my bio. See who I work with. I have NEVER encountered this with your airline before. Disappointed is an understatement.,,2015-02-23 13:09:04 -0800,"New York City, NY",Eastern Time (US & Canada) 569966909019398144,negative,1.0,Customer Service Issue,1.0,United,,teamcrafty,,0,@united Does customer care have email or a phone rep that I can speak with? We had so many issues they can't be placed in 2000 characters?,,2015-02-23 13:07:55 -0800,Grand Rapids,Quito 569966609080586240,positive,1.0,,,United,,TRUU_Tall,,0,Thank you “@united: @TRUU_Tall I can certainly take a look. Please follow and DM me your confirmation number for assistance. ^JH”,,2015-02-23 13:06:43 -0800,IL, 569966563245367297,negative,0.6939,Cancelled Flight,0.3571,United,,Jim_Rehbein,,0,@united In the process of recovering their car rental - condo rental $ in Florida. They called #United for an alternate flight #NOANSWER,,2015-02-23 13:06:32 -0800,"Ottawa, Ontario",Eastern Time (US & Canada) 569966422744395776,neutral,1.0,,,United,,RoatanGallery,,0,"@united I am buying 2 yo own seat on 3 legs of intl trip, car seat? Required? If not- then allowed? Can child still sit w/mom after takeoff?",,2015-02-23 13:05:59 -0800,"Roatan, Islas de la Bahia",Eastern Time (US & Canada) 569965494519734272,positive,0.6625,,0.0,United,,fredcarlton,,0,@united thanks for listening! I definitely was not the only person in line who thought it was absurd.,,2015-02-23 13:02:17 -0800,,Pacific Time (US & Canada) 569964915710038016,negative,1.0,Late Flight,1.0,United,,cristobalwong,,1,@United We've been waiting on tarmac for >1hr because apparently UA1116 is overweight & we returned to gate. #WTF #fb,,2015-02-23 12:59:59 -0800,San Francisco Bay Area, 569964888870793216,negative,0.649,Flight Attendant Complaints,0.649,United,,lisaboban,,0,"@united Thank you. Mention that before I boarded she asked 1other person to measure their bag, and it was another woman. Men not asked.",,2015-02-23 12:59:53 -0800,Indiana, 569964582606934016,negative,1.0,Can't Tell,0.3389,United,,politicsci,,0,@united Can't leave the Tarmac ..united's gate agent cannot agree on a head count. 20 min now counting a 100 people max #epicfailunited,,2015-02-23 12:58:40 -0800,, 569963935429824512,negative,1.0,Can't Tell,0.3513,United,,segallsays,,0,@united That's real dedication & concern. Your apologies don't fix the issue nor any of the miserable issues I've had over the past 6 mos.,"[29.7420124, -95.5606921]",2015-02-23 12:56:06 -0800,"Houston, TX",America/Chicago 569963645402099712,negative,1.0,Customer Service Issue,1.0,United,,GeorgeMcflyOG,,0,@United blocked me from DM'ing them because they would rather I complain about them in a public forum,,2015-02-23 12:54:57 -0800,NJ ,Eastern Time (US & Canada) 569962873209937920,positive,0.6729,,,United,,CigarNate,,0,@united ok. I just submitted. Thanks for the opportunity to give feedback.,,2015-02-23 12:51:53 -0800,"Nashville, TN",Central Time (US & Canada) 569962245620248576,positive,1.0,,,United,,ericsimmerman,,0,@united Big thanks to Ms. Winston for assisting me over the phone with a baggage claim issue today. She really went the extra mile!,,2015-02-23 12:49:23 -0800,Washington DC, 569961695835267073,positive,0.6346,,,United,,medictom,,0,"@united I will, as soon as I am done with my article. Thanks! ~Tom",,2015-02-23 12:47:12 -0800,"Brunswick, Ohio",Eastern Time (US & Canada) 569961410161192960,negative,1.0,Flight Booking Problems,1.0,United,,GalbraithPeter,,0,@united booked flights for 2 for $779. Was charged $389.50 twice. Means I can't redeem CC points properly. Would have gone elsewhere.,,2015-02-23 12:46:04 -0800,"Kingston, Ontario",Central Time (US & Canada) 569961203197325312,negative,1.0,Lost Luggage,0.6875,United,,twohlix,,1,@united We've had a ton of problems with getting our bags and have been given the run around for a day. Whats up with that?,,2015-02-23 12:45:14 -0800,"Washington, DC",Eastern Time (US & Canada) 569960988499275776,negative,1.0,Flight Booking Problems,0.6632,United,,berr_a,,0,@united pedophile airline. Split myself and my 10 yr old daughter rows apart on flight 1254 to boston,,2015-02-23 12:44:23 -0800,, 569960440438099969,negative,1.0,Lost Luggage,0.6562,United,,xThePro,,0,@united have been waiting 2 days for my military bags from an airport 3 hours away from me. Horrible.,,2015-02-23 12:42:13 -0800,with my brothers,Mountain Time (US & Canada) 569960311022850048,negative,1.0,Bad Flight,0.3612,United,,bdhowald,,0,"@united Arriving 25 minutes early is nice, but not if equipment isn't ready. Waiting 30 minutes for luggage, so far. Time gains wiped out.","[40.6875448, -74.17714813]",2015-02-23 12:41:42 -0800,"New York, NY",Eastern Time (US & Canada) 569960085654364160,negative,1.0,Flight Attendant Complaints,0.6782,United,,aliasboogie,,3,@united is doing musicians real dirty at LAX. I've never been blocked from getting on a flight with my bass.,,2015-02-23 12:40:48 -0800,"New York City, NY",Eastern Time (US & Canada) 569960080734490624,negative,1.0,Flight Booking Problems,0.3526,United,,Nupe588,,0,"@united I'm rebooked now, but the line was 300 people deep.",,2015-02-23 12:40:47 -0800,, 569958946636562433,neutral,0.6593,,,United,,davedittrich,,0,.@united For those playing along at home: http://t.co/2b4bDTldX2,,2015-02-23 12:36:16 -0800,,Pacific Time (US & Canada) 569958935907733504,negative,1.0,longlines,0.3435,United,,jhclutter,,0,"@united @FlyEIA yes, they said it took more than an hour!",,2015-02-23 12:36:14 -0800,Atlanta,Brussels 569958524270342144,negative,1.0,Can't Tell,0.6945,United,,nyc2theworld,,0,@united those whose pay to actually fly with you over 30k/ year deserve better service than a CC holder.,,2015-02-23 12:34:36 -0800,One of the C-gates at EWR.,Eastern Time (US & Canada) 569958247412723712,positive,1.0,,,United,,Lisa_Shaw777,,0,@united Ok thank again for your help!,,2015-02-23 12:33:30 -0800,Kona coast/Boston/Milan,Amsterdam 569957240960094209,negative,1.0,Can't Tell,0.6919,United,,medictom,,0,@united Not a happy flyer. UA flight 1161 from SFO to Cleveland. Sunday 2/22. Stay tuned for blog article from http://t.co/VdFdODqVGx,,2015-02-23 12:29:30 -0800,"Brunswick, Ohio",Eastern Time (US & Canada) 569957053432639488,neutral,0.6821,,0.0,United,,FlyEIA,,0,Thanks @united. @imran_r44 had a question about the wait time for baggage on UA6366,,2015-02-23 12:28:45 -0800,Edmonton International Airport,Mountain Time (US & Canada) 569956446487642112,positive,0.643,,0.0,United,,jbuhl35,,0,@united flight 1491...plane from SFO to DEN is basically on time.,,2015-02-23 12:26:20 -0800,"Washington, DC",Atlantic Time (Canada) 569956201934385152,positive,0.6627,,0.0,United,,HeyAileen,,0,@united thanks. Just a program comment; the system assigned seats behind each other even though pairs were available. I changed it back.,,2015-02-23 12:25:22 -0800,Oakland by way of Chicago,Central Time (US & Canada) 569956192111316992,negative,1.0,Late Flight,1.0,United,,nfranco,,0,@united 20 min more delays to flt 2086 at sfo 2 load 2 more pax makes no sense. Will strand many of us overnight at ORD due to missed cnxns,,2015-02-23 12:25:20 -0800,,Pacific Time (US & Canada) 569956115724660736,negative,1.0,Lost Luggage,1.0,United,,juangarcia202,,0,"@united Heads up We didn't check 8 bags, 2 we checked arrived, those aren't claim #s for our 2. Other people's bags? http://t.co/dplQ3mhQGD","[19.43493094, -99.18877967]",2015-02-23 12:25:01 -0800,Mexico City, 569955602782236672,negative,1.0,Lost Luggage,1.0,United,,KeamBleam,,0,"@united This must be a drone “@united: @KeamBleam We understand your frustration. Our Bag team is working hard to get your bag(s) to you...""",,2015-02-23 12:22:59 -0800,"Harlem, NYC",Eastern Time (US & Canada) 569955551951622144,negative,0.6721,Customer Service Issue,0.6721,United,,underceg,,0,"@united Change made in just over 3 hours. For something that should have taken seconds online, I am not thrilled. Loved the agent, though.",,2015-02-23 12:22:47 -0800,San Francisco CA,Pacific Time (US & Canada) 569955386914181121,negative,1.0,Flight Attendant Complaints,1.0,United,,godvertiser,,0,@united flight attendant doesn’t understand not understanding English doesn’t mean they are deaf. Stop yelling English slowly to them.,,2015-02-23 12:22:08 -0800,"New Jersey, USA",Eastern Time (US & Canada) 569954670006763520,negative,1.0,Customer Service Issue,1.0,United,,KateRChrisman,,0,"@united Not appropriate to ask in public (hence the dm). each united employee, each a new answer. your process was such a hassle i Cancelled Flighted.",,2015-02-23 12:19:17 -0800,"Oakland, CA", 569953988537249792,negative,0.6661,Late Flight,0.6661,United,,DianeReischling,,0,@united well that's big of you but I don't have terribly high expectations at this point.,,2015-02-23 12:16:34 -0800,,Pacific Time (US & Canada) 569953683309514754,negative,1.0,Customer Service Issue,0.6633,United,,CarrieMantha,,0,@united it's like you're trying to make me hate your airline. Fee for each checked bag that's never mentioned in the ticket + rude agents 👿,,2015-02-23 12:15:21 -0800,founder @IndiraCollection, 569953575226310656,negative,0.6875,Customer Service Issue,0.3542,United,,spumilia,,0,"@united nice your app says US 4972 delayed by weather. Pilot says waiting on fuel. One in ur control, one not",,2015-02-23 12:14:56 -0800,, 569953411988369408,positive,1.0,,,United,,JessicaLevin,,0,@united Please than Robin at EWR Premiere Desk for helping me get on a an earlier flight. She did the work. Huge thanks.,,2015-02-23 12:14:17 -0800,"Edison, NJ",Eastern Time (US & Canada) 569952718707687424,negative,0.6383,Cancelled Flight,0.3217,United,,Lisa_Shaw777,,0,"@united Ok thank you, do you provide complimentary hotel accommodations since I'll have to stay overnight?",,2015-02-23 12:11:32 -0800,Kona coast/Boston/Milan,Amsterdam 569952408450805760,negative,1.0,Customer Service Issue,1.0,United,,RonGaudelli,,0,@united I was originally trying to share details but the link Jimmy Samartzis Vice President - Customer Experience sent me expired.,,2015-02-23 12:10:18 -0800,,Eastern Time (US & Canada) 569951384390344704,negative,1.0,Late Flight,1.0,United,,MeganHolstein,,1,"@united really? 3 hr delay, 4 gate changes, & you boarded us, sent us back up, & boarded us again. Won't change our flight. Can we go now?",,2015-02-23 12:06:13 -0800,, 569951321719091201,positive,0.3433,,0.0,United,,mfcompany,,0,"@united that would help! or how about integrate it into the App so I can just ""activate"" it and surf...",,2015-02-23 12:05:58 -0800,Las Vegas,Eastern Time (US & Canada) 569950450352414720,negative,1.0,Bad Flight,1.0,United,,segallsays,,0,@united I did. The AC went on for about 20 minutes before returning to the Mojave Desert. #PressureCooker #HeatTrap,"[29.7421541, -95.5600896]",2015-02-23 12:02:31 -0800,"Houston, TX",America/Chicago 569950355330506752,negative,1.0,Customer Service Issue,1.0,United,,KateRChrisman,,0,@united Nope - still no one helped me. Giving up on united. #badservice,,2015-02-23 12:02:08 -0800,"Oakland, CA", 569949439101546496,neutral,1.0,,,United,,judell,,0,"@united 8602947, jon at http://t.co/58tuTgli0D, thanks.",,2015-02-23 11:58:30 -0800,"Santa Rosa, CA",Eastern Time (US & Canada) 569948910099308545,negative,1.0,Late Flight,0.3585,United,,nikitee94,,0,@united when an airline causes the missed connection u would think they would take whatever steps to remedy that screw up.,,2015-02-23 11:56:23 -0800,"Long Island, NY", 569947174571675648,negative,1.0,Customer Service Issue,1.0,United,,KateRChrisman,,0,@united I'd thank you - but you didn't help. taking 6 hours to reply (so I get a message in the middle of the night) isn't actually helpful,,2015-02-23 11:49:30 -0800,"Oakland, CA", 569946921265184768,negative,1.0,Late Flight,1.0,United,,ClarkeTheSpark,,0,@united Flight UA1270 is descending into farce and we haven't left EWR yet. Is this going to get any worse?,,2015-02-23 11:48:29 -0800,"Brighton, UK", 569946703522091008,negative,1.0,Bad Flight,0.6883,United,,8629Fissile,,0,"@united I was told it was due to be on UA23 which flies direct to Dublin, so why did it go to London? This is a complete shambles!",,2015-02-23 11:47:37 -0800,,London 569946571577536512,negative,1.0,Lost Luggage,0.6824,United,,sgad1983,,0,@united 45+ min at EWR baggage claim #stillnobags #ridiculous,,2015-02-23 11:47:06 -0800,, 569945386569363456,neutral,0.7099,,,United,,momsgoodeats,,0,Flight Booking Problems for a travel writers trip I am hosting and need to be happy when I land! Do you have the cute PJs AA does? @united,,2015-02-23 11:42:23 -0800,#Omaha ,Central Time (US & Canada) 569945073611374592,neutral,0.6594,,0.0,United,,momsgoodeats,,0,But I don't see AA @united,,2015-02-23 11:41:09 -0800,#Omaha ,Central Time (US & Canada) 569942888643227648,neutral,0.6461,,0.0,United,,8629Fissile,,0,@united Did you find out where it is? Thanks,,2015-02-23 11:32:28 -0800,,London 569941617697644544,negative,1.0,Late Flight,0.6803,United,,katiedonohue,,0,"@united On a standby to Denver, which has been delayed, and a confirmed to Aspen, whose flights have been Cancelled Flighted all day. 0 confidence.","[41.97745295, -87.91025951]",2015-02-23 11:27:25 -0800,Washington D.C.,Eastern Time (US & Canada) 569941082420568064,negative,1.0,Late Flight,1.0,United,,kennykhlee,,0,@united yes at 2am...but now back on a plane again and delayed again due to baggage loading issue... http://t.co/NfAQHhr09j,,2015-02-23 11:25:17 -0800,San Francisco,Pacific Time (US & Canada) 569940883975446528,negative,1.0,Late Flight,0.6867,United,,ejohnson329,,0,@united at what pt do u just Cancelled Flight! Finally got stndby 4 1pm flight. What a day! #missedWork #clientNotHappy http://t.co/sUPrLfOi8T,,2015-02-23 11:24:30 -0800,,Central Time (US & Canada) 569939149756755968,positive,1.0,,,United,,roxymtjoy,,0,@united thank YOU for your kindness. Your agents went above & beyond to get my stranded family home.,,2015-02-23 11:17:36 -0800,Pittsburgh area,Eastern Time (US & Canada) 569938322161668096,negative,0.6671,Can't Tell,0.3651,United,,Austin_Grisham,,0,@united don't see a justifiable cost to get on an early flight with seats. No airline charges to conveniently get their passengers in early,,2015-02-23 11:14:19 -0800,PDX,Alaska 569937806518169600,negative,0.6506,Can't Tell,0.3535,United,,Austin_Grisham,,0,@united Woke up to notification- flight moved 1.5 hrs early. Barely made flight then 3 hrs layover in SFO - wanted to hop on earlier option,,2015-02-23 11:12:16 -0800,PDX,Alaska 569937143314849792,negative,1.0,Damaged Luggage,0.665,United,,raulcordenillo,,0,"@united I will do delayed baggage claim when I land. Hopefully the bag isn't broken into, damaged or lost w/c will result in more complaints","[41.97475934, -87.89040377]",2015-02-23 11:09:38 -0800,"Stockholm, Sweden ",Stockholm 569936861398994945,negative,1.0,Customer Service Issue,0.6196,United,,underceg,,0,"@united done. Want me to send a screen shot of the second call, which is now at over 45 minutes?",,2015-02-23 11:08:31 -0800,San Francisco CA,Pacific Time (US & Canada) 569936640669581313,positive,1.0,,,United,,koploperfan1992,,0,@united look at this beauty 😉 dc 10 united airlines 😉 http://t.co/MvYoizRPdE,"[51.322819, 5.3576218]",2015-02-23 11:07:38 -0800,Winterfell, 569936580883783680,negative,0.6568,Can't Tell,0.3479,United,,raulcordenillo,,0,@united Thanks! I'll fill up the form as soon as I land. I don't like being duped so I hope you will appreciate my feedback & will be better,"[41.97474769, -87.89039148]",2015-02-23 11:07:24 -0800,"Stockholm, Sweden ",Stockholm 569936565138403328,negative,1.0,longlines,1.0,United,,Nupe588,,0,"@united, this is the line in Denver to rebook due to weather issues. DO BETTER. http://t.co/tmccExYaaQ",,2015-02-23 11:07:20 -0800,, 569936496284663809,negative,1.0,Late Flight,1.0,United,,docmartin_10,,0,"@United the ones who suffer. I understand delays, I don't understand trying speed up a process that has been delays to this extent.",,2015-02-23 11:07:04 -0800,"Fort Wayne, Indiana",Eastern Time (US & Canada) 569936348217352194,negative,1.0,Cancelled Flight,1.0,United,,katiedonohue,,0,"@united 2 Cancelled Flighted flights Late Flightr, agent claimed she put me on a new flight but then Cancelled Flighted it. Coworker got on flight- now delayed. Now?","[41.97758466, -87.91065356]",2015-02-23 11:06:28 -0800,Washington D.C.,Eastern Time (US & Canada) 569936273227427840,negative,1.0,Late Flight,0.6743,United,,docmartin_10,,0,"@United of urgency, but this is ridiculous. Your ceo claims to be customer focused, yet when delays happen, planes sit and customers are",,2015-02-23 11:06:11 -0800,"Fort Wayne, Indiana",Eastern Time (US & Canada) 569936062039986176,negative,1.0,Late Flight,1.0,United,,CowboyPharmD,,0,@united I wasn't asking for a full refund but delaying me 3 hours and giving no reason should be enough to give partial credit,,2015-02-23 11:05:20 -0800,Wherever I want to be ,Pacific Time (US & Canada) 569936014094897152,negative,1.0,Bad Flight,0.6739,United,,docmartin_10,,0,"@United flight was scheduled for 11:56, it's 1:05 and we haven't moved. I have never been on a flight where everyone moved without a sense",,2015-02-23 11:05:09 -0800,"Fort Wayne, Indiana",Eastern Time (US & Canada) 569935689292259328,positive,0.7,,,United,,franknoc,,0,@united ok thx!,,2015-02-23 11:03:51 -0800,,Arizona 569935261947330560,neutral,0.6419,,0.0,United,,Lisa_Shaw777,,1,@united I can't DM you so here's the confirmation # G8CVWJ - please is there any way I can make it to Kailua tonight? Thank you,,2015-02-23 11:02:09 -0800,Kona coast/Boston/Milan,Amsterdam 569935215654600705,negative,1.0,Flight Booking Problems,0.3602,United,,aminghadersohi,,0,@united go to hell,,2015-02-23 11:01:58 -0800,"San Francisco, CA", 569935135132426240,negative,1.0,Bad Flight,1.0,United,,vancouverbrit,,0,"@united since bulkhead seats cannot have bags on floor, why don't u reserve o/head space above those seats? In 1B on UA246 - not impressed",,2015-02-23 11:01:39 -0800,Vancouver BC,Pacific Time (US & Canada) 569934069712052224,neutral,0.6566,,,United,,ADanaiBaker,,0,@united Definitely will!,,2015-02-23 10:57:25 -0800,, 569933879299186688,negative,0.7058,Customer Service Issue,0.7058,United,,daesf,,0,@united Would be helpful if you could refresh boarding time info on boarding passes for delayed flights,,2015-02-23 10:56:40 -0800,"SF, CA",Pacific Time (US & Canada) 569933357515026432,negative,1.0,Cancelled Flight,0.6598,United,,peskyspoll,,0,"@united 18 flights so far this year. 13 delays including 2 Cancelled Flightations. Late Flightst reason, crew needed mandatory sleep. IN MEXICO!","[29.98788997, -95.34470061]",2015-02-23 10:54:35 -0800,,Pacific Time (US & Canada) 569932669288652800,positive,1.0,,,United,,CaroDavis2012,,0,@united great to hear Thankyou so much. Greatly appreciate your replies. Feel much more settled now.,,2015-02-23 10:51:51 -0800,Scotland, 569931716049154051,positive,1.0,,,United,,roxymtjoy,,0,@united counter agents at RDU deserve a medal. #thankyou,,2015-02-23 10:48:04 -0800,Pittsburgh area,Eastern Time (US & Canada) 569931387073105920,negative,1.0,Lost Luggage,1.0,United,,BeyondBlunt,,0,The saga of the @MelissaAFrancis bag delay w/ @United - will there be a reunion or will she be forced to go shopping? Stay tuned.,,2015-02-23 10:46:46 -0800,New York ,Eastern Time (US & Canada) 569930942833258496,negative,1.0,Flight Attendant Complaints,0.6467,United,,lisaboban,,0,@united Flight 211/ORD gate agent tried to prevent me from taking onboard a bag I've used for 15 years! Flight crew was more reasonable!,,2015-02-23 10:45:00 -0800,Indiana, 569930630059974656,positive,1.0,,,United,,tmarsh83,,0,@united thank you. Literally called for preboarding as I ran up.,,2015-02-23 10:43:45 -0800,"NEIN, London, or Maui. ", 569930577643769856,negative,1.0,Customer Service Issue,0.3587,United,,GalbraithPeter,,0,@united why do you guys split up the charges to credit cards? Making it unnecessarily more expensive for people to fly with you guys on pts,,2015-02-23 10:43:33 -0800,"Kingston, Ontario",Central Time (US & Canada) 569929653730840577,negative,1.0,longlines,0.6667,United,,jwints,,0,"@united it was UA381 on 14 Feb. Point is, overselling flights= bad. Making people wait 1hr while you kick them off after boarding is worse",,2015-02-23 10:39:52 -0800,"Ottawa, Ontario",Pacific Time (US & Canada) 569929187101966336,positive,0.6809,,,United,,CaroDavis2012,,0,@united that's brilliant Thankyou so much. Is it classed as part of carryon?,,2015-02-23 10:38:01 -0800,Scotland, 569928758024667137,neutral,1.0,,,United,,tmarsh83,,0,@united what gate is ua5396 leaving from?,,2015-02-23 10:36:19 -0800,"NEIN, London, or Maui. ", 569928724147077120,positive,1.0,,,United,,hart0277,,0,@united thank you for listening to my compliant and doing the right thing. I appreciate you working with me,,2015-02-23 10:36:11 -0800,Chicago, 569928552621182976,negative,1.0,Cancelled Flight,1.0,United,,sarahali,,0,@united we've been here since 3am and you've Cancelled Flightled our flight twice,,2015-02-23 10:35:30 -0800,, 569928419435286528,negative,1.0,Cancelled Flight,1.0,United,,tmarsh83,,0,@united no chance I wait in ORD all afternoon for another flight after you screwed me. Hold 5396,,2015-02-23 10:34:58 -0800,"NEIN, London, or Maui. ", 569928277613256704,negative,1.0,Late Flight,1.0,United,,tmarsh83,,0,@united UA5396 can wait for me. I'm on the ground trying to get to the gate after we were moved to B. This is crap.,,2015-02-23 10:34:24 -0800,"NEIN, London, or Maui. ", 569928034171498496,negative,0.6775,Customer Service Issue,0.3513,United,,EnriqueGtz_,,0,@united from MEX NRT (dates TBD) but I'm getting a 200 to 300 USD difference in my quotations through September when compared to MEX BKK,,2015-02-23 10:33:26 -0800,Mexico City,Central Time (US & Canada) 569927842173050881,neutral,0.3603,,0.0,United,,aleciamastin,,0,@united fails again. @SouthwestAir saves the day.,,2015-02-23 10:32:40 -0800,"St. Louis, MO",Central Time (US & Canada) 569927837601402880,negative,1.0,Late Flight,1.0,United,,tmarsh83,,0,@united better just keep connection from ORD To FWA that boards in ten minutes open until I get off the plane that just landed an hour Late Flight,,2015-02-23 10:32:39 -0800,"NEIN, London, or Maui. ", 569927630469894144,negative,1.0,Customer Service Issue,1.0,United,,pamdelaney585,,0,@united is there a United gold number? I've been on hold 24 minutes and think I may be lost in nowhereland. Have a gold reservation. Help.,,2015-02-23 10:31:50 -0800,"Rochester, NY",Eastern Time (US & Canada) 569927263040315392,positive,0.6349,,0.0,United,,gwen1013,,0,@united Great! I'm ready to go home.,,2015-02-23 10:30:22 -0800,"New Haven, CT", 569926124488118272,positive,1.0,,,United,,mydulcebella,,0,@united wow you even answered back! Awesome! @AmericanAir @USAirways That's customer service!!! #usairwaysfail,,2015-02-23 10:25:51 -0800,Pennsylvania,Eastern Time (US & Canada) 569925614100189186,neutral,1.0,,,United,,CaroDavis2012,,0,@united. It's not my first time flying to the US. I have medical info. Looking for practical like my adapted seat cushion allowed on?,,2015-02-23 10:23:49 -0800,Scotland, 569925612069998593,negative,0.6995,Can't Tell,0.6995,United,,darrellwhitelaw,,0,@united noooooooooooooooooooooope.,"[45.52146907, -122.69810485]",2015-02-23 10:23:49 -0800,"SF mostly, NYC & London often.",Central Time (US & Canada) 569924355011932162,negative,1.0,Cancelled Flight,1.0,United,,VictoriaBCToday,,2,"@united Oh, we are sure it's not planned, but it occurs absolutely consistently, it's usually the only YYJ flight that's Cancelled Flightled daily.",,2015-02-23 10:18:49 -0800,Downtown Victoria,Pacific Time (US & Canada) 569924201559293952,positive,1.0,,,United,,2cJustice4all,,0,@united @JMS2802 : outsource it all United Airlines...your customers are just loving you for it. Outsource. Outsource. Outsource.,,2015-02-23 10:18:12 -0800,Chicago Illinois Crime.Inc,Central Time (US & Canada) 569923809634947072,neutral,1.0,,,United,,jcmpaz,,0,"@united Hi, Im flying SFO-LAX-SAL-CLO. My connecting time in LAX is 1h45m. Is it enough time? Do I have to collect my bag and recheck on AV?",,2015-02-23 10:16:39 -0800,"Cali,Colombia", 569923507263557632,positive,0.6704,,,United,,Lisa_Shaw777,,0,@united Thank you! You need to follow back tho otherwise I can't DM you. X,,2015-02-23 10:15:27 -0800,Kona coast/Boston/Milan,Amsterdam 569923045571350528,negative,1.0,Flight Attendant Complaints,0.6588,United,,brianaverna,,0,"@united it's not getting any better. I'd suggest you get a senior manager to this gate , then retrain these gate people",,2015-02-23 10:13:37 -0800,"CT, NY and most other states",Eastern Time (US & Canada) 569922973798420480,neutral,1.0,,,United,,mechv1963,,0,"@United States faundation was by faith Judeo Cristian,@Not it was by ideologias.@ http://t.co/mWBk68k0A3",,2015-02-23 10:13:20 -0800,"East Coast, US ", 569922853266694145,negative,1.0,Can't Tell,0.654,United,,2cJustice4all,,0,@united @JMS2802 : nothing like supporting your own mechanics and maintenance workers...instead United puts out a video of TIMCO doing wifi.,,2015-02-23 10:12:51 -0800,Chicago Illinois Crime.Inc,Central Time (US & Canada) 569922837353402368,positive,0.3586,,0.0,United,,iworkinsmm,,0,@united Just sent! Thanks :),,2015-02-23 10:12:47 -0800,Los Angeles,Pacific Time (US & Canada) 569922639185072129,negative,1.0,Late Flight,0.6827,United,,krissy_missylg,,0,@united already missed connection ugh,,2015-02-23 10:12:00 -0800,, 569922479734595586,negative,0.7,Can't Tell,0.3705,United,,2cJustice4all,,0,"@united @JMS2802 : sure show a video of your outsourced favorite TIMCO, who has a knack for doing substandard maintenance work on aircraft.",,2015-02-23 10:11:22 -0800,Chicago Illinois Crime.Inc,Central Time (US & Canada) 569922214255919105,negative,1.0,Customer Service Issue,0.6613,United,,raulcordenillo,,1,@united How do I formally complain about your customer service handler who misconnected me. I was denied boarding & I now lost my bag. Help!,"[41.97495038, -87.89005988]",2015-02-23 10:10:19 -0800,"Stockholm, Sweden ",Stockholm 569922145264009216,negative,1.0,Can't Tell,0.35600000000000004,United,,brianaverna,,0,@united there are a lot of unhappy cold people on the bridge in freezing temps for an hour. Not given any info.,,2015-02-23 10:10:02 -0800,"CT, NY and most other states",Eastern Time (US & Canada) 569921652374577153,negative,0.6768,Late Flight,0.6768,United,,brianaverna,,0,@united flight 3763 IAd-Sat. We're on the outdoor track for an hour,,2015-02-23 10:08:05 -0800,"CT, NY and most other states",Eastern Time (US & Canada) 569921309439709184,negative,1.0,Bad Flight,0.69,United,,JMS2802,,0,@united - SERIOUSLY it's 2015?!?! NO WiFi on a 5hr flight from CLE-SFO #1589. You're the ONLY airline w/out WiFi...and pls no 'unwind' BS.,,2015-02-23 10:06:43 -0800,, 569920760522764288,negative,1.0,Late Flight,1.0,United,,chefpaulcia,,0,@united u would not be able to rebook me to get home any sooner than a now 2hr delayed flight. #linesforever #customerservice #fail #again,,2015-02-23 10:04:32 -0800,,Central Time (US & Canada) 569920661642088448,negative,1.0,Can't Tell,0.6732,United,,_mhertz,,1,@united you're the reason this whole travel experience has been a nightmare,,2015-02-23 10:04:09 -0800,,Pacific Time (US & Canada) 569920593597894657,negative,1.0,Customer Service Issue,0.6906,United,,_mhertz,,1,@united what a pointless tweet. At least @AmericanAir asked me to follow them to try and resolve,,2015-02-23 10:03:52 -0800,,Pacific Time (US & Canada) 569920508923215872,negative,0.679,Can't Tell,0.679,United,,_mhertz,,1,@united that's not even an apology,,2015-02-23 10:03:32 -0800,,Pacific Time (US & Canada) 569920406737432577,negative,1.0,Bad Flight,0.6594,United,,_mhertz,,1,@united that's cool - now what?,,2015-02-23 10:03:08 -0800,,Pacific Time (US & Canada) 569919610025152512,negative,1.0,Customer Service Issue,0.6702,United,,JMS2802,,0,@united - SERIOUSLY it's 2015?!?! NO WiFi on a 5hr flight from CLE-SFO #1589. You're the ONLY airline without WiFi...,,2015-02-23 09:59:58 -0800,, 569919020784185344,negative,1.0,Flight Attendant Complaints,0.6854,United,,DianeReischling,,0,"@united, b4 boarding this attendant took his shoe &sock off at the desk and showed other agents his foot. So gross. http://t.co/755VpYm4Mv",,2015-02-23 09:57:37 -0800,,Pacific Time (US & Canada) 569918932116643841,neutral,0.7047,,0.0,United,,iworkinsmm,,0,@United are you able to see if there are seats open on another flight??,,2015-02-23 09:57:16 -0800,Los Angeles,Pacific Time (US & Canada) 569918918602547200,negative,0.6421,Late Flight,0.6421,United,,BossDDS,,0,@united #unitedairlines so is it 6:20 pm or 12:20? ORD ABQ 3709. I can't even take a walk without missing a change.,,2015-02-23 09:57:13 -0800,"North Suburbs, IL (Chicago)",Central Time (US & Canada) 569918466821459968,negative,0.7259,Can't Tell,0.3705,United,,ADanaiBaker,,0,"@united Hopefully my baggage fees will be waived tomorrow when I actually get on a flight, as well as compensation for my hotel room",,2015-02-23 09:55:25 -0800,, 569918449121673216,negative,1.0,Can't Tell,0.6421,United,,fdashev,,0,"@united Either is fine. However, plundering my hard-earned dollars is not fine.",,2015-02-23 09:55:21 -0800,"Pittsburgh, PA", 569918327767879680,neutral,0.6911,,0.0,United,,GuruOfGanja,,0,@united @retailbagholder hahaha. At least they gave u a refund.,,2015-02-23 09:54:52 -0800,, 569918026918727680,negative,1.0,Cancelled Flight,1.0,United,,VictoriaBCToday,,1,"@united your SFO-YYJ fight is Cancelled Flightled several times each week, why even bother?",,2015-02-23 09:53:40 -0800,Downtown Victoria,Pacific Time (US & Canada) 569917363891499008,negative,1.0,Bad Flight,0.6731,United,,DianeReischling,,1,"@united, and now while waiting for new pilot the door on plane BROKE. why am I global services status on an airline that's unsafe? STUNNING",,2015-02-23 09:51:02 -0800,,Pacific Time (US & Canada) 569916731595972608,negative,1.0,Cancelled Flight,1.0,United,,patlee,,0,@united How do I get reimbursed for hotel and taxis for the Cancelled Flightation?,"[0.0, 0.0]",2015-02-23 09:48:32 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569916555154169856,negative,0.6446,Bad Flight,0.3438,United,,mfsanders,,0,"@united Awesome flight crew on UA1589, re the plane, the Jurassic period called and they want their dinosaur/plane back!",,2015-02-23 09:47:49 -0800,"Cleveland, Ohio",Eastern Time (US & Canada) 569916324471828481,negative,1.0,Customer Service Issue,0.3579,United,,therealdavidsoo,,0,"@united In 2015, United is ""unable"" to look up a flight reservation by passenger name at the YYZ check-in counter - WOW smh #customerservice",,2015-02-23 09:46:54 -0800,"Toronto, Canada",Eastern Time (US & Canada) 569916152283041792,negative,0.6669,Can't Tell,0.3546,United,,fdashev,,0,"@united e-ticket # 0162389030167, refund request # 16866853, case id # 8465981",,2015-02-23 09:46:13 -0800,"Pittsburgh, PA", 569915992303730689,negative,1.0,Customer Service Issue,1.0,United,,sbanoub,,1,@united been on the phone for over an hour with customer service and they can't figure it out! awesome service... NOT!,,2015-02-23 09:45:35 -0800,"ÜT: 34.078171,-118.285555",Pacific Time (US & Canada) 569915643094396929,negative,1.0,Can't Tell,0.6885,United,,sbanoub,,0,"@united You really know how to piss people off. Your Farelock option is fake!",,2015-02-23 09:44:12 -0800,"ÜT: 34.078171,-118.285555",Pacific Time (US & Canada) 569915610890547200,negative,1.0,Late Flight,1.0,United,,DianeReischling,,0,"@united, last week shanghai to sfo 858 delay 5hrs bc of engine. today sfo-sea delay to ""sick pilot"". no compensation. They Do. Not. Care.",,2015-02-23 09:44:04 -0800,,Pacific Time (US & Canada) 569915576862183425,negative,1.0,Flight Booking Problems,0.6619,United,,docmartin_10,,0,@united only thing confusing me is why I lost priority boarding? I'm a mileage plus card member 😔,,2015-02-23 09:43:56 -0800,"Fort Wayne, Indiana",Eastern Time (US & Canada) 569915550127800320,negative,1.0,Late Flight,0.6536,United,,teamcrafty,,0,@united We're hoping to hear from you actually.,,2015-02-23 09:43:50 -0800,Grand Rapids,Quito 569915529496027136,negative,0.6552,Late Flight,0.6552,United,,teamcrafty,,0,"@united shes been rescheduled for today, but with the frigid cold, being a possible reason for ""maintenance"" it could be the same issue 2day",,2015-02-23 09:43:45 -0800,Grand Rapids,Quito 569915182329286656,negative,1.0,Customer Service Issue,0.6681,United,,teamcrafty,,0,"@united It's the fact that an international should not be with out her bag and no sense of what's going on other than ""maintenance"".",,2015-02-23 09:42:22 -0800,Grand Rapids,Quito 569915133113323520,negative,1.0,Customer Service Issue,0.6657,United,,teamcrafty,,0,"@united b) I contacted you directly, and the phone service was Laissez Faire at best. The problem isn't a Cancelled Flightled a flight.",,2015-02-23 09:42:10 -0800,Grand Rapids,Quito 569915029950222337,negative,1.0,Late Flight,0.66,United,,teamcrafty,,0,"@united a) she's an international. Her phone is on the fritz, I had to get to Chicago from nearly 4 hrs away to figure everything out.",,2015-02-23 09:41:46 -0800,Grand Rapids,Quito 569914377442340865,negative,1.0,Lost Luggage,0.6593,United,,jwints,,0,"@united sorry for the delayed response. It was UA #381 Chicago to San Fran. Held up for almost an hour on the Tarmac. Also, lost my bags",,2015-02-23 09:39:10 -0800,"Ottawa, Ontario",Pacific Time (US & Canada) 569914369905201153,negative,1.0,Customer Service Issue,0.6392,United,,8629Fissile,,0,@united Okay thanks if you could please update me. I was told at the airport someone would call me today but they haven't.,,2015-02-23 09:39:08 -0800,,London 569913736774823936,positive,1.0,,,United,,anthonyNYSSF,,0,@united thank you very much for the help. We're do I pick up my bags aspen airport & are they coming in today on flight911,,2015-02-23 09:36:37 -0800,,Eastern Time (US & Canada) 569913595762311168,negative,1.0,longlines,0.6742,United,,brianaverna,,0,@united gate C 24 IAD. U released passengers to board w/others deplaning .50 peopleOn bridge while next flight board http://t.co/HfoF33iyhi,,2015-02-23 09:36:04 -0800,"CT, NY and most other states",Eastern Time (US & Canada) 569913288122765312,negative,0.6557,Cancelled Flight,0.3278,United,,ljtypes,,0,"@united I'd say most of the public can't extend their vacation a week, point is why advertise multiple flights you can't honor?",,2015-02-23 09:34:51 -0800,H-town, 569912776199704578,negative,1.0,Cancelled Flight,0.6507,United,,PhilipRose,,1,"@united Cancelled Flights flt from EWR. ""No crew"".Tells wife & 4 yr old to ""get to NY to catch @AirCanada"" to YYZ! Good #customerservice is dead.",,2015-02-23 09:32:48 -0800,"Toronto, ON.....for now.",Central Time (US & Canada) 569912710848057344,negative,1.0,Late Flight,1.0,United,,ADanaiBaker,,0,"@united Now arriving a day and a half Late Flightr than supposed to. Lesson of the day, don't believe verbal or written confirmations from United",,2015-02-23 09:32:33 -0800,, 569912092351819778,neutral,0.6872,,0.0,United,,ADanaiBaker,,0,@united BUT you have received confirmation via email that you are confirmed and ticketed on this flight.,,2015-02-23 09:30:05 -0800,, 569911713459408896,negative,1.0,Flight Attendant Complaints,0.3804,United,,ADanaiBaker,,0,@united Arriving at the airport 2 hours before departure time and still missing your flight bc you actually don't have an electronic ticket,,2015-02-23 09:28:35 -0800,, 569911515106582528,negative,1.0,Late Flight,1.0,United,,chefpaulcia,,0,@united 1.75 hour delay. Nothing says sorry like a voucher. Missing time with family. #family #precioustime,,2015-02-23 09:27:48 -0800,,Central Time (US & Canada) 569910996824780801,neutral,0.6448,,,United,,ADanaiBaker,,0,"@united After speaking to a United customer service rep the night before a flight, confirming that everything is ok with your reservation..",,2015-02-23 09:25:44 -0800,, 569910536755748865,negative,1.0,Late Flight,0.3511,United,,MrEschatologist,,0,@United has two whole people trying to schedule a flight's worth of missed connections. Shameful http://t.co/6kqLhVaP7G,,2015-02-23 09:23:55 -0800,"Arlington, VA", 569910299983130625,negative,1.0,Flight Attendant Complaints,0.3623,United,,unvoiced,,0,"@united is unfriendly screw family, that hates kids and moms. now waiting on UA871... pray its better FYVRFN ..due to agent error and tickt",,2015-02-23 09:22:58 -0800,Taipei,Taipei 569909742447009792,negative,1.0,Flight Attendant Complaints,1.0,United,,brianaverna,,0,"@united gate agent at EWR "" if you are disabled or in a wheel chair, it's time to board, please step"". STEP UP??? Lol",,2015-02-23 09:20:45 -0800,"CT, NY and most other states",Eastern Time (US & Canada) 569909655813500928,negative,1.0,Customer Service Issue,1.0,United,,d_goodspeed,,0,@united it won't help...been there done that.,"[29.98877308, -95.33846478]",2015-02-23 09:20:25 -0800,USA,Central Time (US & Canada) 569908928667996160,negative,1.0,Flight Attendant Complaints,0.3469,United,,unvoiced,,0,@united forces us to check our baby bag on overbooked flight complains to wife that we need to much for our baby.. united has no baby meals,,2015-02-23 09:17:31 -0800,Taipei,Taipei 569908759125991424,positive,0.3646,,0.0,United,,DanaHFreeman,,0,@united would love help getting there today. In #EWR now. Will take any airline and connections. Thx,,2015-02-23 09:16:51 -0800,"Burlington, Vermont",Eastern Time (US & Canada) 569908628141920256,negative,1.0,Flight Attendant Complaints,0.6546,United,,unvoiced,,0,@united today take flight to san francisco. .. refuse to let us board with baby early... time we board wont let us take baby carryon bag,,2015-02-23 09:16:19 -0800,Taipei,Taipei 569908175953993728,negative,1.0,Can't Tell,0.3481,United,,_mhertz,,1,@united we had four scheduled flights on this reservation and literally did not take one! Unreal,,2015-02-23 09:14:32 -0800,,Pacific Time (US & Canada) 569908123550375936,negative,1.0,Customer Service Issue,0.6773,United,,unvoiced,,0,@united in ORD hotel issued to my 4yr old. Tickets needed fixing again another hour and 5 agents l8r nightmare still not over,,2015-02-23 09:14:19 -0800,Taipei,Taipei 569907773309214721,negative,1.0,Flight Booking Problems,0.6632,United,,unvoiced,,0,@united 3 hours to rebook but 8 hours l8r the same problem again. Arrive at gate stopped cause now infant is sitting in 4 yr old lap,,2015-02-23 09:12:56 -0800,Taipei,Taipei 569907564156035072,negative,1.0,Customer Service Issue,1.0,United,,unvoiced,,0,@united arrived in YYZ to take our flight to Taiwan. Reservation missing our ticket numbers. Slow agent Sukhdeep caused us to miss our flt.,,2015-02-23 09:12:06 -0800,Taipei,Taipei 569907141596864514,positive,1.0,,,United,,D_WaYnE_01,,0,@united thank you!,,2015-02-23 09:10:25 -0800,, 569907031693520896,positive,1.0,,,United,,gwen1013,,0,@united Thanks for the update.,,2015-02-23 09:09:59 -0800,"New Haven, CT", 569906831352578049,negative,1.0,Can't Tell,0.3442,United,,JuanseMolano,,0,@united and those three people were awesome working very long hours. It is easy to say sorry on Twitter but you should help your ppl @EWR,,2015-02-23 09:09:11 -0800,,Quito 569906598472228864,negative,1.0,Customer Service Issue,1.0,United,,JuanseMolano,,0,@united I guess. But what is the excuse for understaffed costumer services? 3 people had to deal with lots of angry passengers. Weather too?,,2015-02-23 09:08:16 -0800,,Quito 569905534020820992,negative,1.0,Cancelled Flight,1.0,United,,PhilipRose,,0,"@united ,now you have Cancelled Flightled my wife and daughter's flt?? What's going on? Follow me so I can dm details.",,2015-02-23 09:04:02 -0800,"Toronto, ON.....for now.",Central Time (US & Canada) 569905258715082753,negative,1.0,Cancelled Flight,0.7070000000000001,United,,gwen1013,,0,@united Has it departed? I was awaiting an inbound plane yesterday for three hours and it never arrived. Had to stay overnight (again).,,2015-02-23 09:02:56 -0800,"New Haven, CT", 569905124723675136,neutral,1.0,,,United,,BossDDS,,0,@united #UnitedAirlines Any other way ORD to ABQ anytime within the next 7 hours?,,2015-02-23 09:02:24 -0800,"North Suburbs, IL (Chicago)",Central Time (US & Canada) 569904824793362433,positive,0.6559,,,United,,bravesandbeer,,0,@united just confirmed a seat! Crisis averted! Beers won't be missed now,,2015-02-23 09:01:13 -0800,Georgia,Eastern Time (US & Canada) 569904716328673280,negative,1.0,Customer Service Issue,0.6232,United,,ChelseaRhane,,0,@united was that English? I'll DM though I don't think you'll make a plane appear.,,2015-02-23 09:00:47 -0800,"San Diego, CA",Eastern Time (US & Canada) 569904406285516800,negative,1.0,Late Flight,1.0,United,,Natemaniac12,,0,@united looks like today will be my 6th consecutive delayed flight from you...do I win a prize??? @Southwest Air why don't you fly to SBA? 😭,,2015-02-23 08:59:33 -0800,california,Pacific Time (US & Canada) 569903840507506688,negative,1.0,Late Flight,0.3456,United,,chefpaulcia,,0,@united sitting in a plane with no pilot. Thanks! #waitingonapilot #denver #siouxfalls #whyairtravelsucks,,2015-02-23 08:57:18 -0800,,Central Time (US & Canada) 569903812569276416,positive,1.0,,,United,,kristen_e_short,,0,@united Understood and thanks! I should have tried reaching out sooner.,,2015-02-23 08:57:11 -0800,Chicago,Central Time (US & Canada) 569903366647586818,negative,1.0,Can't Tell,0.3596,United,,ganteisan,,1,@united already done that. the answer i got was... oops we can give you miles and we're very sorry. but who pays for my discomfort for 9 h?,,2015-02-23 08:55:25 -0800,"Santiago, Chile",Santiago 569903120781852672,negative,0.6667,Cancelled Flight,0.3438,United,,bgroberto3246,,0,@united received hotel but no food. Also email for 3750 miles. Last trip had 3 hr delay and 5000 miles - so less for Cancelled Flightlation?,,2015-02-23 08:54:26 -0800,, 569902743135117314,negative,1.0,Late Flight,1.0,United,,gwen1013,,1,@united Do we know why UA5282 is delayed x2)? This is getting crazy. I've already had 2 overnight delays. #UnitedAirlines,,2015-02-23 08:52:56 -0800,"New Haven, CT", 569902219602100225,neutral,0.6559,,,United,,Lincoln_Arms,,0,@united follow back and I'll give you the details.,,2015-02-23 08:50:52 -0800,"Bardstown, KY",Eastern Time (US & Canada) 569902065247322112,negative,1.0,Late Flight,1.0,United,,LukeXuanLiu,,1,"@united and most frustratingly, all this delay happened either at the gate, or even onboard the aircraft! No heads up in advance!!!",,2015-02-23 08:50:15 -0800,,Atlantic Time (Canada) 569902028719173632,positive,0.6333,,0.0,United,,jakebellz,,0,@united The DEN b44 agent (9:30am) was amazing. The MPAgent at check in? She sucks. @seanMFmadden @PeterStraubMMA @jmercadoMMA @TonySimsMMA,,2015-02-23 08:50:06 -0800,, 569901679975522304,negative,1.0,Late Flight,1.0,United,,LukeXuanLiu,,0,"@united my UA3426 on 2/19 was also delayed by 2 hours, stretching my trip way past the midnight, extremely exhausting!",,2015-02-23 08:48:43 -0800,,Atlantic Time (Canada) 569901512190767105,negative,1.0,Late Flight,0.664,United,,JoeSchueller,,0,@united Ha… you rebooked me in to an 11 hr layover & are robbing me of a night with my family. Too Late Flight for that. Just fly on time for once.,,2015-02-23 08:48:03 -0800,"Research Triangle, NC",Central Time (US & Canada) 569901094945611776,negative,1.0,Late Flight,1.0,United,,LukeXuanLiu,,0,@united switched to fly united from delta for the past two trips and was very disappointed. Now my UA4646 on 2/23 is delayed by 3 hours!!,,2015-02-23 08:46:23 -0800,,Atlantic Time (Canada) 569901072443166720,positive,1.0,,,United,,danazezzo,,0,@united traveling with @MegZezzo who is injured. Gate agent in Chicago was awesome helping her. TY #roadwarrior,,2015-02-23 08:46:18 -0800,"Ashtabula, OH",Central Time (US & Canada) 569900832616943616,negative,1.0,Late Flight,1.0,United,,kermudgeon,,0,@united #UnitedAirlines how long will1531 be delayed.,,2015-02-23 08:45:21 -0800,Colorado,America/Chicago 569900131488632832,negative,1.0,Late Flight,1.0,United,,kermudgeon,,0,@united Why isn't the flight status updated to delayed UA1532 no board,,2015-02-23 08:42:34 -0800,Colorado,America/Chicago 569899917935714305,negative,1.0,Flight Attendant Complaints,0.3784,United,,twitarse,,0,@united I paid for economy plus and you put me in the last boarding group so I have to gate check my bags too? @VirginAmerica knows better..,,2015-02-23 08:41:43 -0800,San Francisco Bay Area, 569899063790825472,negative,1.0,Bad Flight,0.6907,United,,ganteisan,,1,@united i travelled from SCL- IHA feb 17. the AC on my sit (21L) was ON all night. I complaint to FA who never gave me a real answer. Help!,,2015-02-23 08:38:19 -0800,"Santiago, Chile",Santiago 569898994408693760,negative,1.0,Late Flight,1.0,United,,BossDDS,,1,@united you suck. 9 hour delay?!,,2015-02-23 08:38:03 -0800,"North Suburbs, IL (Chicago)",Central Time (US & Canada) 569897003255083008,negative,1.0,Can't Tell,0.6733,United,,tinsleyjim,,0,@united you are the worst airline in the world! From your crap website to your worthless app to your Late Flight flight. You SUCK! Just shut down.,,2015-02-23 08:30:08 -0800,"Mountlake Terrace, WA",Pacific Time (US & Canada) 569896025172742144,neutral,0.3505,,0.0,United,,bsaitz,,0,"@united @scotthroth scott, need a good book suggestion?",,2015-02-23 08:26:15 -0800,"ÜT: 37.427592,-122.116357", 569895406869483520,negative,0.6589,Customer Service Issue,0.6589,United,,kristen_e_short,,0,"@united JH, thanks so much for reaching out. I was able to get assistance after waiting for 70 minutes.",,2015-02-23 08:23:47 -0800,Chicago,Central Time (US & Canada) 569894828315533312,negative,1.0,Late Flight,1.0,United,,ahpandya747,,0,@united 3866 is at a stand still! No pilot or paperwork for fix over 25mins! Problem was fixed 30mins ago. Flight is as is delayed!,,2015-02-23 08:21:29 -0800,New Jersey,Eastern Time (US & Canada) 569894307508965377,neutral,1.0,,,United,,thepointskid,,0,@united please see dm!!,,2015-02-23 08:19:25 -0800,New York,Eastern Time (US & Canada) 569890681361186818,negative,1.0,Flight Attendant Complaints,0.7021,United,,cfacekillah,,0,@united. Is it reasonable to wait 45 mins for the bag you made me check because the flight staff couldn't police the overhead bins?,,2015-02-23 08:05:01 -0800,, 569888244856455168,negative,0.6389,Customer Service Issue,0.6389,United,,cslhilo,,0,@united Please msg me a # for customer service. I will have an invoice for my dry cleaning but won't be able take wet clothes to the airport,,2015-02-23 07:55:20 -0800,"Hilo, HI",Hawaii 569888244155981825,negative,1.0,Customer Service Issue,0.3388,United,,generationKYLIE,,0,@united AN HOUR DELAY BECAUSE YOU CAN'T PRINT A PIECE OF PAPER!,,2015-02-23 07:55:20 -0800,"Washington, DC", 569888119043915776,negative,0.6545,Customer Service Issue,0.6545,United,,jnostrant,,0,@united still no response??,,2015-02-23 07:54:50 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569887452384481280,neutral,1.0,,,United,,HargobindV,,0,@united 4 people MCI to DEL. Preferably with Jet Airways EWR-BRU-DEL segment. Anytime in December,,2015-02-23 07:52:11 -0800,"Kansas City, Missouri",Central Time (US & Canada) 569886575720574976,negative,0.6821,Customer Service Issue,0.6821,United,,micheleliston,,0,@united should have been able to get seat assign without paying $174 more - cust sec should have done that for me,,2015-02-23 07:48:42 -0800,"Ashburn, VA",Eastern Time (US & Canada) 569886288691773440,negative,0.6559,Customer Service Issue,0.6559,United,,MikeShor,,1,"@united There is no ""reference number."" Your agent told me to ""just drive to the airport"" because ""I can't reach anyone there to deliver...""",,2015-02-23 07:47:33 -0800,"Coventry, Connecticut",Eastern Time (US & Canada) 569886219057926144,negative,0.708,Bad Flight,0.3591,United,,JohntheKiwi,,0,@united Slightly better. Crew spent a long time searching for better altitude. Would have helped to let pax in on why all the sharp drops.,,2015-02-23 07:47:17 -0800,"Stumptown, Baby!",Pacific Time (US & Canada) 569885487508418560,negative,0.6923,Can't Tell,0.3516,United,,Kris_KAS,,0,@united My credit card was charged on the transaction when I was told it would not be. If the charge goes through I will be contacting you.,,2015-02-23 07:44:22 -0800,New York, 569885185170223105,negative,0.6735,Flight Booking Problems,0.3469,United,,apharkins,,0,@united my PQMs and PQDs are no longer showing up correctly in my MileagePlus acct. How can I get this fixed?,,2015-02-23 07:43:10 -0800,,Central Time (US & Canada) 569885015615664129,positive,0.6576,,,United,,e_russell,,0,@united Thanks!,,2015-02-23 07:42:30 -0800,Frequently DC/NYC/San Diego,Eastern Time (US & Canada) 569883984190005248,negative,1.0,Can't Tell,0.6392,United,,ScottHRoth,,0,@united 768 SFO to BOS and no internet it is 2015 what gives?,,2015-02-23 07:38:24 -0800,"Needham, MA",Eastern Time (US & Canada) 569882164382322688,negative,1.0,Customer Service Issue,1.0,United,,jacob_bach,,0,"@united is the worst. Worst reservation policies. Worst costumer service. Worst worst worst. Congrats, @Delta you're not that bad!",,2015-02-23 07:31:10 -0800,"Milwaukee, WI", 569881449249316864,negative,1.0,Flight Booking Problems,0.6495,United,,christinphillip,,0,@united I am trying to make/change reservations and getting extremely frustrated!!! Giving up and trying another airline!!!,,2015-02-23 07:28:20 -0800,"Princeton, NJ",Central Time (US & Canada) 569880364811837441,negative,0.68,Customer Service Issue,0.68,United,,melonbee,,0,"@united I got email update but still no ETA. More communication/details, apology + info on compensation rights would go a long way",,2015-02-23 07:24:01 -0800,,Eastern Time (US & Canada) 569880322487263232,negative,1.0,Late Flight,1.0,United,,DanaHFreeman,,0,@united Late Flight crew into #btv last nite delayed todays flt. Will miss connection to #cun. Why do I have to play for hotel tonight in #ewr?,,2015-02-23 07:23:51 -0800,"Burlington, Vermont",Eastern Time (US & Canada) 569879943988948992,negative,1.0,Customer Service Issue,0.657,United,,ErinHughey,,0,@united no they aren't - I just called to check. #WORSTCUSTOMERSERVICE,,2015-02-23 07:22:21 -0800,"Maui, Hawaii",Hawaii 569879623317659648,negative,1.0,Late Flight,0.6421,United,,jasoncarpio,,0,@united passengers should have been rerouted to match the intended arrival time (even if you have to incur cost to put us in other airlines),,2015-02-23 07:21:04 -0800,"San Francisco, California",Pacific Time (US & Canada) 569879528891416577,positive,0.6289,,0.0,United,,sentientcheese,,0,"@united been solved, they finally picked up the second time I called, thanks for the response JH! 7:21 to dulles works!",,2015-02-23 07:20:42 -0800,, 569878547197616128,negative,1.0,Customer Service Issue,0.3481,United,,rissels,,0,"@united need to work on your #United #flierfriendly program. At the very least, clue in your flight attendants.",,2015-02-23 07:16:48 -0800,,Central Time (US & Canada) 569878388464177152,negative,1.0,Lost Luggage,1.0,United,,rissels,,0,@united space. Doctors' notes and everything. And on my first trip they lost my first suitcase. Among other issues- not pleased with #united,,2015-02-23 07:16:10 -0800,,Central Time (US & Canada) 569878139003740163,negative,1.0,Customer Service Issue,0.3463,United,,rissels,,0,@united 's new #flierfriendly is garbage. Just had to cry to get attendant to find a place for my medical supplies with limited overhead,,2015-02-23 07:15:10 -0800,,Central Time (US & Canada) 569877754801360897,negative,1.0,Late Flight,1.0,United,,debragordon2012,,0,@united. epic fail. @reagan. no jetway. been here 15 mins on tarmac!,,2015-02-23 07:13:39 -0800,"Williamsburg, VA",Eastern Time (US & Canada) 569877449389051906,neutral,1.0,,,United,,adamdpeterson,,0,@united at the gate! IAD to RDU,,2015-02-23 07:12:26 -0800,syracuse,Eastern Time (US & Canada) 569876171875328000,negative,0.6771,Late Flight,0.6771,United,,HeidiJern,,0,"@united thanks for the link, now finally arrived in Brussels, 9 h after schedule...",,2015-02-23 07:07:21 -0800,Brussels, 569875783096741888,neutral,0.6763,,0.0,United,,AlMehairiAUH,,0,@United to operated #B767-300ER from #Newark to #Zurich @ZRH_airport replacing B767-400ER between 6MAY-23SEP instead till 23OCT #avgeek,,2015-02-23 07:05:49 -0800,Abu Dhabi,Abu Dhabi 569875734677712896,negative,1.0,Lost Luggage,1.0,United,,ErinHughey,,0,@united 2nd flight in two weeks that you have lost my bag! Taking my 1K status to @AmericanAir #neveragain #WORSTCUSTOMERSERVICE,,2015-02-23 07:05:37 -0800,"Maui, Hawaii",Hawaii 569875456415170560,neutral,1.0,,,United,,Ed_Cabello,,0,@united Hi! what is the phone number for reservations in Venezuela? Thanks,,2015-02-23 07:04:31 -0800,Barquisimeto - Maracaibo,Caracas 569875424924168193,neutral,1.0,,,United,,jgedzelman,,0,@united can I request a ticket change through twitter ?,,2015-02-23 07:04:23 -0800,, 569875203473297408,negative,1.0,Bad Flight,0.6304,United,,_MikeDWarren_,,0,"@united UA1130 Flight was a nightmare!! From poor customer service,having my confirmed seat given away.... +more issues",,2015-02-23 07:03:30 -0800,"Calabasas, California",Pacific Time (US & Canada) 569874311823036416,neutral,1.0,,,United,,AlMehairiAUH,,0,@United to start daily #B777-200ER flights from #Newark to #Milan #Malpensa replacing #B767-400ER on 7APR instead 28MAR #avgeek,,2015-02-23 06:59:58 -0800,Abu Dhabi,Abu Dhabi 569874043395903489,neutral,1.0,,,United,,AlMehairiAUH,,0,@United to start daily #B777-200ER flights from #Newark to #Frankfurt @airport_fra replacing #B767-400ER on 2JUL #avgeek,,2015-02-23 06:58:54 -0800,Abu Dhabi,Abu Dhabi 569873050117808128,positive,1.0,,,United,,RChew_FORR,,0,@united has the best customer experience via twitter - huge fan!!!,,2015-02-23 06:54:57 -0800,"Cambridge, MA", 569873019499192320,neutral,0.6767,,,United,,ScottBerry18,,0,@united Thank you for your response!,,2015-02-23 06:54:50 -0800,"Albuquerque, New Mexico",Arizona 569872896199258113,negative,1.0,Bad Flight,0.6742,United,,msu2050,,0,@united Flight 683 last night was #bad4business. Will be a long time before I recommend United to anyone.,,2015-02-23 06:54:20 -0800,"canton mi ",Eastern Time (US & Canada) 569872009380941825,negative,1.0,Customer Service Issue,0.3803,United,,micheleliston,,0,"@united Beyond frustrated Sked change = no seats, earlier departure and double layover. Of course only seats are $$++. Cust svc no help",,2015-02-23 06:50:49 -0800,"Ashburn, VA",Eastern Time (US & Canada) 569871433662271488,negative,1.0,Flight Booking Problems,0.3564,United,,nikodunham,,0,"@united working with Lisa J at ORD. she's working hard for us, but this is still VERY disappointing. was on 634 to EWR.","[41.97883697, -87.90639116]",2015-02-23 06:48:32 -0800,chicago, 569870819582586880,positive,1.0,,,United,,LindaHotelgal,,0,@united love the new 1st class breakfast!,,2015-02-23 06:46:05 -0800,, 569869960195006464,negative,1.0,Customer Service Issue,0.6397,United,,Kris_KAS,,0,@united i emailed the customer care via the website form. After a long wait Rachelle resolved my issue. But I'm still irritated w/ united.,,2015-02-23 06:42:40 -0800,New York, 569869808092749824,negative,1.0,Cancelled Flight,1.0,United,,sentientcheese,,0,"@united flight Cancelled Flightled, and the updated one gets me into BWI too Late Flight! I'd be fine with DCA or IAD, just arriving earlier! Help!",,2015-02-23 06:42:04 -0800,, 569869476453158912,negative,1.0,Customer Service Issue,0.6677,United,,ProudDevilAlum,,0,@united so is the ^JJ standing for Just Joking? I am not finding the humor.,,2015-02-23 06:40:45 -0800,Always around,Mountain Time (US & Canada) 569868818975219712,neutral,1.0,,,United,,e_russell,,0,@united Left item n the seatback on UA1260. Is there any way to call DCA to ask if they have the item? Already submitted lost & found report,,2015-02-23 06:38:08 -0800,Frequently DC/NYC/San Diego,Eastern Time (US & Canada) 569868764495400960,negative,0.6803,Can't Tell,0.6803,United,,CigarNate,,0,@united at this point I made it home on my own.,,2015-02-23 06:37:55 -0800,"Nashville, TN",Central Time (US & Canada) 569868207940603904,neutral,1.0,,,United,,The5y5Adm1n,,0,@united I DM'd child's birthdate and full name.,,2015-02-23 06:35:43 -0800,, 569868055502696449,positive,1.0,,,United,,crsmoore,,0,@united Thanks for looking into this and for getting back to me via DM. Glad to hear my bag is finally being delivered to me. Thanks again!,,2015-02-23 06:35:06 -0800,USA / The World,Eastern Time (US & Canada) 569867364390449152,negative,0.7139,Customer Service Issue,0.3709,United,,keithpresser,,0,"@united I would like to talk to a customer service agent about the service / non service I received on my last flight a a week or so a go. J",,2015-02-23 06:32:21 -0800,, 569867107749531648,negative,1.0,Cancelled Flight,1.0,United,,generationKYLIE,,0,"@united you Cancelled Flight my flight. I wait in line to get rebooked, when I'm at the front you make me go to another gate and I lose my place.",,2015-02-23 06:31:20 -0800,"Washington, DC", 569866490423349248,negative,0.6782,Customer Service Issue,0.6782,United,,unibrowd,,0,@united it wasn't a comment. It was a question. But thanks for your copy and paste response,,2015-02-23 06:28:53 -0800,,Central Time (US & Canada) 569866337427664897,neutral,0.6940000000000001,,,United,,artistanxiety,,0,@united Lisa J is amazing the guy not so much.,,2015-02-23 06:28:17 -0800,Punk is the preacher.,Arizona 569865827274657792,negative,1.0,Can't Tell,0.6919,United,,mbelliss,,0,"@united you failed me last week at IAH. Next intl trip on Delta. Small ual flight from lax booked, that's it!",,2015-02-23 06:26:15 -0800,Louisville,Alaska 569865540098871298,negative,1.0,Late Flight,0.6947,United,,JackKelleher920,,0,@united We were supposed to board at 605. They just brought the plane from the hanger! WTF did they not know there was a flight?1153 Lax-EWR,,2015-02-23 06:25:07 -0800,New Jersey,Eastern Time (US & Canada) 569865190822572033,positive,1.0,,,United,,mbelliss,,0,@united flew from sdf to ATL to Tampa on Delta. Left early. Arrived early. Crew helpful. Wifi worked!!,,2015-02-23 06:23:43 -0800,Louisville,Alaska 569865115291533312,neutral,1.0,,,United,,The5y5Adm1n,,0,@united two years old. Birthdate 11/13/2012,,2015-02-23 06:23:25 -0800,, 569865011788693504,negative,1.0,Customer Service Issue,0.6792,United,,mbelliss,,0,@united how about starting without the robotic response?,,2015-02-23 06:23:01 -0800,Louisville,Alaska 569864608145502209,neutral,1.0,,,United,,nicoleleigh85,,0,@united I already did.,,2015-02-23 06:21:24 -0800,Sheboygan, 569864290578108419,negative,1.0,Bad Flight,0.6804,United,,JohntheKiwi,,0,"@united You can't control turbulence, but you can control customer experience, lot of scared people up here.",,2015-02-23 06:20:09 -0800,"Stumptown, Baby!",Pacific Time (US & Canada) 569864108134301697,negative,1.0,Bad Flight,0.7003,United,,JohntheKiwi,,0,"@united Currently on UA862, 20 minutes of the worst turbulence I've ever experienced, and ZERO communication from the flight deck.",,2015-02-23 06:19:25 -0800,"Stumptown, Baby!",Pacific Time (US & Canada) 569863836615864320,negative,1.0,Flight Attendant Complaints,0.6517,United,,artistanxiety,,0,"@united yes, but it's not looking. The ticket agent at out terminal dismissed us and we missed a chance at a Miami flight then to DR",,2015-02-23 06:18:20 -0800,Punk is the preacher.,Arizona 569863765451255809,negative,1.0,Customer Service Issue,1.0,United,,Kris_KAS,,0,@united I have been told twice my issue has been resolved and twice it has not been. And when I write an email it bounces?! #worstservice,,2015-02-23 06:18:03 -0800,New York, 569863714704220160,negative,0.6466,Late Flight,0.342,United,,ScottHRoth,,0,@united flight 433 lets go you look like clowns no one is giving up 1st class for $500,,2015-02-23 06:17:51 -0800,"Needham, MA",Eastern Time (US & Canada) 569863453696876544,neutral,1.0,,,United,,chaddock38,,0,@united what would it cost,,2015-02-23 06:16:49 -0800,"Dartmouth, MA", 569862755420905473,negative,1.0,Customer Service Issue,0.6792,United,,Kris_KAS,,0,@united I'm on hold for the 4th time waiting for you to resolve and issue with a flight for my 6-year-old son. #terribleservice #NoService,,2015-02-23 06:14:03 -0800,New York, 569861240375386112,positive,1.0,,,United,,gwen1013,,0,@united Cool. Thank you.,,2015-02-23 06:08:01 -0800,"New Haven, CT", 569860989400649729,neutral,0.6444,,0.0,United,,Nic_Thoman23,,0,@united I've got a campus visit in an hour and I'm still wearing the same clothes...,"[45.67920767, -111.04847652]",2015-02-23 06:07:02 -0800,GLP,Eastern Time (US & Canada) 569860904814301184,neutral,0.6949,,,United,,The5y5Adm1n,,0,@United Adopting 2 yr old child from Ethiopia. Flying from ADD to GRR on 2/28. Need to add child to reservation and get costs. Help! Thx,,2015-02-23 06:06:41 -0800,, 569860371626004480,positive,1.0,,,United,,adamdpeterson,,0,@United I'd like to thank and recognize Terri P at Dulles for going out of her way to get me back on my Raleigh flight,,2015-02-23 06:04:34 -0800,syracuse,Eastern Time (US & Canada) 569859985208770562,negative,1.0,Customer Service Issue,0.6802,United,,TDaulongPerfMgt,,0,@united as a freq flyer it makes me sad to see cust needing assistance treated so poorly. #ServiceFail,,2015-02-23 06:03:02 -0800,"Houston, Texas", 569859950215700480,neutral,1.0,,,United,,chaddock38,,0,"@united good morning, any first class upgrades available for ua1619 Feb 25 rsw to ewr? I need 4 seats please",,2015-02-23 06:02:54 -0800,"Dartmouth, MA", 569859213331189760,negative,1.0,Late Flight,0.6799,United,,scottychadwick,,0,@united day 3 of this Saga maybe they'll finally make it home.Intentional or not it not gonna get them back there vacation days #badservice,,2015-02-23 05:59:58 -0800,,Eastern Time (US & Canada) 569858507341606912,negative,1.0,Customer Service Issue,1.0,United,,krichards0488,,0,"@united No, thanks. I'm sick of your company's lousy excuse for customer service. I'm never flying United again.",,2015-02-23 05:57:10 -0800,"San Jose, CA",Pacific Time (US & Canada) 569858231759085571,negative,1.0,Customer Service Issue,1.0,United,,craigsmail,,0,@united current hold time AFTER speaking to rep to have tix reissued is 42 mins - why so long & why not make this option available online?,,2015-02-23 05:56:04 -0800,"Kansas City, USA",Eastern Time (US & Canada) 569857801725440002,negative,1.0,Customer Service Issue,0.6651,United,,jimbuckley13,,0,@united I understand ppl make mistakes but don't code something in a way that we can't get reimbursed when it's YOUR fault. Just blatant LIE,,2015-02-23 05:54:22 -0800,, 569857624549625856,negative,1.0,Lost Luggage,1.0,United,,artistanxiety,,0,@united also forgot add our bag is probably going to just sit in New Jersey because of a missed connection.,,2015-02-23 05:53:39 -0800,Punk is the preacher.,Arizona 569857072310808578,negative,1.0,Late Flight,0.6444,United,,artistanxiety,,0,@united jx4s2t if you can out today would be great it's our honeymoon and this delay you has put a damper on iy,,2015-02-23 05:51:28 -0800,Punk is the preacher.,Arizona 569857003855720448,negative,1.0,Late Flight,1.0,United,,SAlhir,,0,.@united Not what's been shared by the pilot with passengers!,,2015-02-23 05:51:11 -0800,,Central Time (US & Canada) 569856654394720256,negative,1.0,Flight Booking Problems,0.6744,United,,TheHos,,0,@united WHERE IS MY RECEIPT! I upgraded return leg and 6 months Late Flightr still NO receipt! http://t.co/DAjWzhLVyu,,2015-02-23 05:49:48 -0800,London,Hawaii 569856492477657088,negative,1.0,Flight Booking Problems,0.6966,United,,xtin_t,,0,@United how is it that I book a flight with a reserved seat and then go to check in and find out I have no seat? WTF.,,2015-02-23 05:49:09 -0800,"Salt Lake City, Utah",Mountain Time (US & Canada) 569856109613166593,negative,1.0,Flight Attendant Complaints,0.6899,United,,nikodunham,,0,"@united they're not, actually. gate agent was so rude. now standing in a line waiting for reFlight Booking Problems. missed the only flight to STI. awful.","[41.97888728, -87.90617197]",2015-02-23 05:47:38 -0800,chicago, 569856081180160000,negative,1.0,Customer Service Issue,1.0,United,,mbelliss,,0,@united I'm not sure you can do anything as this has been building up over time! Other than promises from your CEO service has gotten worse!,,2015-02-23 05:47:31 -0800,Louisville,Alaska 569854540494868481,negative,1.0,Bad Flight,1.0,United,,e_russell,,0,@united wi-fi on 737-800 (aircraft 3511) didn't work entire ORD-DCA flight this morning,,2015-02-23 05:41:24 -0800,Frequently DC/NYC/San Diego,Eastern Time (US & Canada) 569853714149867521,negative,1.0,Cancelled Flight,1.0,United,,HeidiJern,,0,"@united Cancelled Flightled my direct flight Newark-Brussels last night, now 7 hours behind schedule. In EU compensation would be a given, but in US?",,2015-02-23 05:38:07 -0800,Brussels, 569853646411661314,negative,1.0,Late Flight,1.0,United,,crog,,0,".@united You may ""dislike delays"" but I paid you .We had an agreement that I paid you and you got me to my destination at a certain time.",,2015-02-23 05:37:51 -0800,,Mountain Time (US & Canada) 569852334324518912,negative,1.0,Cancelled Flight,0.3516,United,,brendanrd,,0,@united #epicfail on #CX as flight from Frankfurt to San Francisco now going to Chicago as flight crew out of hours due to de-icing delay,,2015-02-23 05:32:38 -0800,Weston super Mare, 569852332797775872,neutral,1.0,,,United,,D_WaYnE_01,,0,@united DM sent as requested. Make sure you follow back so you can DM me back. Thanks,,2015-02-23 05:32:38 -0800,, 569851578276048896,negative,1.0,Late Flight,0.7684,United,negative,MrEschatologist,"Late Flight Flight Attendant Complaints",0,"@united I'm aware of the flight details, thanks. Three hours Late Flight a crew that could not give less of a shit",,2015-02-23 05:29:38 -0800,"Arlington, VA", 569851498118516736,neutral,0.6551,,0.0,United,,anthonyNYSSF,,0,@united please help http://t.co/t5mRj5Yw6I,,2015-02-23 05:29:19 -0800,,Eastern Time (US & Canada) 569851299916869633,negative,1.0,Late Flight,1.0,United,,MrEschatologist,,0,@united Making sure your flights aren't delayed due to poor maintenance would be a start.,,2015-02-23 05:28:31 -0800,"Arlington, VA", 569850899310358531,negative,1.0,Customer Service Issue,0.6667,United,,alysabaker,,0,@united hilarious,,2015-02-23 05:26:56 -0800,"ÜT: 50.97861,-114.000116",Mountain Time (US & Canada) 569850867899170816,negative,1.0,Customer Service Issue,1.0,United,,alysabaker,,0,@united hahahahaha ya tried that already,,2015-02-23 05:26:48 -0800,"ÜT: 50.97861,-114.000116",Mountain Time (US & Canada) 569850216754618368,neutral,0.6771,,0.0,United,,paulweldele,,0,@united WHy is my KTN not showing on my boarding? Why is TSA pre-check not applying to my boarding pass?,,2015-02-23 05:24:13 -0800,"Collierville, TN USA",Central Time (US & Canada) 569849765711769600,negative,1.0,Lost Luggage,0.6472,United,,MikeShor,,0,"@United ""Your bag may or may not be at the airport. Unfortunately, no one at the airport is picking up the phone or responding to messages.""",,2015-02-23 05:22:26 -0800,"Coventry, Connecticut",Eastern Time (US & Canada) 569849517077622786,negative,1.0,Can't Tell,0.6474,United,,d_goodspeed,,0,@united funny I paid to check my bag and now flight 1086 is BEGGING folks to check bags for free 1 hour before flight. #notcool,"[33.64323551, -84.44248239]",2015-02-23 05:21:26 -0800,USA,Central Time (US & Canada) 569849299850305536,negative,0.6495,Lost Luggage,0.3349,United,,fredcarlton,,0,"@united nope not here. You need a little red stamp from the counter. Check yourself, before you wreck yourself son http://t.co/0pRGySvuRm",,2015-02-23 05:20:35 -0800,,Pacific Time (US & Canada) 569847318062632960,negative,0.3804,Flight Booking Problems,0.3804,United,,hart0277,,0,"@united wasn't trying to Cancelled Flight, just trying to change my award ticket, same date and place, but thanks for sending the link, I know the fee",,2015-02-23 05:12:42 -0800,Chicago, 569846853350457344,negative,1.0,Flight Booking Problems,1.0,United,,totocol,,0,@united unhappy with your new mileage rules :( - was my main reason to keep flying united. Will have to take my business elsewhere,,2015-02-23 05:10:51 -0800,"iPhone: -33.875538,151.196533",Sydney 569846678351540224,negative,1.0,Can't Tell,0.3456,United,,artistanxiety,,0,@united I need assistance. Due to your incompetence I need to reschedule a connection. I will NEVER fly @United again.,,2015-02-23 05:10:10 -0800,Punk is the preacher.,Arizona 569846237865885697,negative,1.0,Can't Tell,0.6606,United,,mbelliss,,0,"@united you've been officially displaced by @DeltaAssist for better flight experience, pleasant cabin crew and timeliness. UA 1m switching!",,2015-02-23 05:08:24 -0800,Louisville,Alaska 569845865185206273,neutral,0.6291,,,United,,DABranco1,,0,@united sitting in the middle for the first time .. Hope it works out well,"[40.69450196, -74.1749219]",2015-02-23 05:06:56 -0800,, 569844088997949440,negative,0.7114,Can't Tell,0.3632,United,,cfacekillah,,0,@united you need a bag bouncer. Get it together,,2015-02-23 04:59:52 -0800,, 569842553966571520,neutral,0.6237,,0.0,United,,nicoleleigh85,,0,@united and learn how to book flights. http://t.co/MHHS9RUpLv,,2015-02-23 04:53:46 -0800,Sheboygan, 569842452716236800,negative,1.0,Can't Tell,0.6702,United,,ShowExpert,,0,@united @ShowExpert what is going on with United's Mileage Program? You pay $500 for a ticket and get a fraction of that as PQD credit?,,2015-02-23 04:53:22 -0800,"Boulder, Colorado", 569842196045656064,negative,1.0,Flight Attendant Complaints,1.0,United,,nicoleleigh85,,0,"@united you need to retrain your flight attendants. Saying there is no more room for carry ons when there actually is, is not cool.",,2015-02-23 04:52:21 -0800,Sheboygan, 569841224221392897,negative,1.0,Cancelled Flight,1.0,United,,NicoleIn140,,0,UA3388 @united was Cancelled Flightled not delayed. Re-Flight Booking Problems still 90 miles from home. At least acknowledge the Cancelled Flightlation.,,2015-02-23 04:48:29 -0800,"Western Massachusetts, USA",Eastern Time (US & Canada) 569841047456460800,negative,1.0,Can't Tell,1.0,United,,alysabaker,,0,@united never ever again will I be Flight Booking Problems a flight with United or any affiliate if there is a chance to get on a United flight,,2015-02-23 04:47:47 -0800,"ÜT: 50.97861,-114.000116",Mountain Time (US & Canada) 569840341899026432,positive,1.0,,,United,,crsmoore,,0,@united Was able to send the DM. All good now.,,2015-02-23 04:44:59 -0800,USA / The World,Eastern Time (US & Canada) 569839889564307458,negative,1.0,Late Flight,1.0,United,,alysabaker,,0,@united three delayed flights and missed connections on first class flights and not get any compensation for losing those seats...,,2015-02-23 04:43:11 -0800,"ÜT: 50.97861,-114.000116",Mountain Time (US & Canada) 569839559728439296,negative,1.0,Customer Service Issue,0.6803,United,,alysabaker,,0,@united and after being on hold for an hour the day before to sort it out and being told it's fine it should be fine when you arrive to fly,,2015-02-23 04:41:52 -0800,"ÜT: 50.97861,-114.000116",Mountain Time (US & Canada) 569839419211034624,negative,0.6565,Customer Service Issue,0.6565,United,,dealswelike,,1,@united - it's been almost 2 weeks and still no word from DOT on update of london fare to us cities? any updates on your end?,,2015-02-23 04:41:19 -0800,New York,Central Time (US & Canada) 569838973490765824,neutral,0.6495,,,United,,idguy,,0,@united Thanks. Got it straightend out last night.,,2015-02-23 04:39:33 -0800,New Jersey,Eastern Time (US & Canada) 569838692220542976,negative,1.0,Customer Service Issue,0.6557,United,,alysabaker,,0,@united well for a start it would be nice if your ticket was actually in the system when you change a flight,,2015-02-23 04:38:25 -0800,"ÜT: 50.97861,-114.000116",Mountain Time (US & Canada) 569838593423708160,neutral,1.0,,,United,,SwtSarandipity,,0,@united any chance flight 3745 is being delayed?? nervous about driving to DFW in this weather to drop off my brother,,2015-02-23 04:38:02 -0800,"Hurst, TX", 569838260077228032,negative,1.0,Flight Attendant Complaints,0.6749,United,,aleciamastin,,0,@united Another awful experience and Victoria at the check in desk in STL could not have been more rude and condescending.,,2015-02-23 04:36:42 -0800,"St. Louis, MO",Central Time (US & Canada) 569837273828732928,negative,1.0,Lost Luggage,0.34,United,,jeanvirgile,,0,@united no they did not want to deliver at my house. Had to go to sombrons else house,,2015-02-23 04:32:47 -0800,Brossard,Eastern Time (US & Canada) 569836305066041344,positive,0.6868,,0.0,United,,tonywhelan,,0,@united have Michelle at T1 ORD train your other staff on how to treat customers. A refreshing pleasure to deal with.,,2015-02-23 04:28:56 -0800,Stavromula Beta,Quito 569836091651592192,negative,1.0,Lost Luggage,0.3476,United,,crsmoore,,0,"@united I guess you have to ""follow"" me in order for me to send you a DM.. I tried and it won't send.",,2015-02-23 04:28:05 -0800,USA / The World,Eastern Time (US & Canada) 569835312106618880,neutral,0.6861,,0.0,United,,crsmoore,,0,@united Will definitely do so. Sending a DM now.,,2015-02-23 04:25:00 -0800,USA / The World,Eastern Time (US & Canada) 569834960107868160,negative,1.0,Bad Flight,0.3771,United,,gtifreak04,,0,"@united Stopped flying @united 1 yr ago bc of aggressive policy on carryon @bdl listening to pssngrs forced to chk@preboard,#notcomingback",,2015-02-23 04:23:36 -0800,,Quito 569834804943962113,negative,1.0,Lost Luggage,0.6871,United,,liveitup09,,0,@united I have sent a message with a bag tag. Have you looked?,,2015-02-23 04:22:59 -0800,,Atlantic Time (Canada) 569834720424361985,neutral,1.0,,,United,,RioLongacre,,0,@united - Group 2 line gets longer every week. Almost no one left for Groups 3-5 anymore. Time to make Explorer Card Group 3?,,2015-02-23 04:22:39 -0800,"Denver, CO",Eastern Time (US & Canada) 569833653871742976,negative,1.0,Lost Luggage,1.0,United,,ClareSPhoto,,0,"@united just sent you a message on Facebook, how do I follow up a complaint re. Missing clothing out of checked baggage?",,2015-02-23 04:18:24 -0800,"Chorley, Lancashire",Amsterdam 569831129773027329,negative,1.0,Flight Attendant Complaints,0.3563,United,,fredcarlton,,0,"@united why do I check in online if I still have to wait in line for an hour to ""check in"" at counter? #fuckinlame @naia_miaa",,2015-02-23 04:08:22 -0800,,Pacific Time (US & Canada) 569830265364701184,negative,1.0,Customer Service Issue,1.0,United,,nicoleleigh85,,0,@united very poor customer service. I WILL think again befor Flight Booking Problems another United flight.,,2015-02-23 04:04:56 -0800,Sheboygan, 569827329024913408,negative,1.0,Bad Flight,0.6606,United,,steven10093,,0,@united an over booked flight to start with and a red eye from lax to bos with no reclining seat.... #lastflightwithyouever,,2015-02-23 03:53:16 -0800,Boston,Central Time (US & Canada) 569826992251473921,neutral,0.6471,,0.0,United,,ohlesliebarker,,0,@united hi -- @united was. Thank you!,,2015-02-23 03:51:56 -0800,"Dallas, Texas",Central Time (US & Canada) 569826411206316032,negative,0.6839,Customer Service Issue,0.3743,United,,notsingirl,,0,@united an efficient layout at kiosks/bag drop lines would help as there is no definition to space. Additional friendly and helpful staff,,2015-02-23 03:49:37 -0800,, 569824906638073856,negative,1.0,Bad Flight,0.3451,United,,bmalones44,,1,"@united - 75% of a plane's passengers boarding in your ""Premier"" groups might be an indication of a broken process.",,2015-02-23 03:43:39 -0800,P.R.O.B. ,Quito 569824790200111104,neutral,0.6657,,0.0,United,,RaffaellaDom,,0,@united Any news about the departure of the flight UA51?,,2015-02-23 03:43:11 -0800,Roma,Rome 569824565091823616,positive,1.0,,,United,,TravlnKB,,0,@united EWR agent Barbara was FABULOUS and an example of CUST. SERV. A pleasure talking to you😊 http://t.co/KMQuLY9g5E,,2015-02-23 03:42:17 -0800,East Coast,Quito 569821947049218048,negative,1.0,Cancelled Flight,1.0,United,,sarahali,,0,"@united Cancelled Flightled a flight cause the crew needed sleep.But it's totally okay to wake me up at 3am just to let me know it's Cancelled Flightled, again.",,2015-02-23 03:31:53 -0800,, 569817289874411520,negative,1.0,Customer Service Issue,0.6766,United,,youfancygirl,,0,"@united changed my last name for my MileagePlus acct on the site in an hour. @BA_USA had me on hold for 20mins, then 5 days & no change yet",,2015-02-23 03:13:23 -0800,Park Slope,Central Time (US & Canada) 569816394180788224,negative,1.0,Lost Luggage,1.0,United,,PatrickGrubbe,,0,"@united flight landed 13 hours ago, 2 more flights CMH-IAD last night and still no bag..could have driven it from CMH",,2015-02-23 03:09:49 -0800,"Lewis Center, OH",Eastern Time (US & Canada) 569816326744776705,neutral,1.0,,,United,,thepriceisright,,0,@united someone should send a note to the revenue management team and ask about all the open BF and GF seats on 919.,"[0.0, 0.0]",2015-02-23 03:09:33 -0800,"Richmond, VA",Eastern Time (US & Canada) 569815968194678784,negative,0.6907,Lost Luggage,0.6907,United,,8629Fissile,,0,@united Do you have a further update on the suitcase today please.,,2015-02-23 03:08:08 -0800,,London 569815297475149824,negative,0.6859999999999999,Can't Tell,0.6859999999999999,United,,sarahali,,0,@united literally sucks,,2015-02-23 03:05:28 -0800,, 569815182265978880,positive,1.0,,,United,,domdelfino,,0,@united thanks for the upgrade today great way to start my week! Cc: @CiscoJimFrench @cobedien,,2015-02-23 03:05:00 -0800,DOM-ination,Quito 569814010398273537,negative,1.0,Lost Luggage,0.6894,United,,MarcusLake31,,0,@united Maybe be hiring your own ground staff at LAX when multiple gate agents tell you your baggage is loaded you expect it to be. HOPELESS,"[39.24541389, -106.88172648]",2015-02-23 03:00:21 -0800,,Sydney 569813752268374016,neutral,0.6596,,0.0,United,,JoeRychalsky,,0,"@united basically, I need to leave from Hawaii Late Flight evening (midnight) and get back to Philly Late Flight Monday night. Most trips get me in Tues",,2015-02-23 02:59:19 -0800,"Wilmington, Delaware",Eastern Time (US & Canada) 569813373413687296,negative,1.0,Flight Attendant Complaints,0.6669,United,,CoffeeCult448,,1,@united I would encourage you to re-interview the sole flight attendant on UAL 6166 from BUF to ORD. Blatantly not stable. Uncomfortable.,,2015-02-23 02:57:49 -0800,Buffalo/Oakland/Savannah/Ire, 569812898815614977,negative,1.0,Cancelled Flight,1.0,United,,sarahali,,0,@united this is the second time my flights been Cancelled Flightled... Like really?,,2015-02-23 02:55:56 -0800,, 569811013786312704,negative,1.0,Late Flight,1.0,United,,priyadarshy,,0,@united really 1st flt frm IAD 2 IAH is - Late Flight & -going via Nashville? #inconvenience. Downgraded but not on ticket,,2015-02-23 02:48:26 -0800,US,Quito 569809648712327168,neutral,0.6652,,0.0,United,,Kwilusz1,,0,@united yes please. Going to drive the 6 hours.,,2015-02-23 02:43:01 -0800,,Quito 569808684252942336,positive,1.0,,,United,,Steinberg1,,0,@united I am impressed with your super-fast reply to @CGJase,"[20.0615871, 110.18390431]",2015-02-23 02:39:11 -0800,Beijing,Beijing 569807000927920128,positive,1.0,,,United,,Bridget__Walsh,,0,"@united hi JP, with the help of an awesome TSA representative, I was able to get it all taken care of. Thank you!",,2015-02-23 02:32:30 -0800,"Cleveland, Ohio",Atlantic Time (Canada) 569805215605456896,negative,1.0,Customer Service Issue,0.7020000000000001,United,,CWWMUK,,0,"@united First complaint filed on Feb 11th, over 10 days now and still no response....disappointed but not surprised....",,2015-02-23 02:25:24 -0800,North West of England, 569804677472251904,negative,0.6543,Late Flight,0.6543,United,,Kwilusz1,,0,@united Morning! 4603 has been delayed by 7 hours. Can you get me to Newark for my 10am meeting?,,2015-02-23 02:23:16 -0800,,Quito 569801303204851713,negative,1.0,longlines,0.3684,United,,kennykhlee,,0,@united please stop spending mktg $ on branding ads. Use savings to improve #cxp. 1hr wait for luggage due to short staff is unacceptable,,2015-02-23 02:09:51 -0800,San Francisco,Pacific Time (US & Canada) 569792291264712704,neutral,0.664,,,United,,The5y5Adm1n,,0,@united the child is two years old,,2015-02-23 01:34:03 -0800,, 569791792029151232,negative,1.0,Lost Luggage,0.6853,United,,jnml,,0,@united it's 430am and wife still doesn't have her luggage which was promised by 8pm and said to be on its way File number: DCA48810M #Fail,,2015-02-23 01:32:04 -0800,, 569785570320195585,negative,0.6363,Flight Booking Problems,0.3417,United,,Rapetti,,0,@united was trying to change a flight online but got an error can you help via DM?,,2015-02-23 01:07:20 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569785074910154752,neutral,0.6684,,,United,,The5y5Adm1n,,0,@united followed you and DM'd you,,2015-02-23 01:05:22 -0800,, 569782352223666176,positive,1.0,,,United,,Veronique956,,0,@united the staff was rather efficient and got us solutions just freaked me out a little being in limbo in the air.,,2015-02-23 00:54:33 -0800,"Brownsville, Tx",Eastern Time (US & Canada) 569781926162145281,negative,1.0,Can't Tell,0.6854,United,,doug_samuel,,0,@united you are terrible.,,2015-02-23 00:52:51 -0800,,Eastern Time (US & Canada) 569780939280093185,neutral,1.0,,,United,,cote_kcote94,,0,@united @DENAirport United 787 in snowy Denver. http://t.co/w1AaKJumXA,,2015-02-23 00:48:56 -0800,, 569780773194113025,negative,1.0,Lost Luggage,0.6353,United,,TimBouhour,,0,"@united I'm glad you didn't mean to, but it doesn't excuse your inefficiency! Only took 70min for the bags, we were your only arrival flight",,2015-02-23 00:48:17 -0800,"Raleigh, NC", 569780368309657600,negative,1.0,Flight Booking Problems,1.0,United,,Indy2Bangkok,,0,@united I attempted to book a ticket 3 times and kept getting a 'error' message. I hope you didn't still charge me.,,2015-02-23 00:46:40 -0800,Indiana,Atlantic Time (Canada) 569777772115193856,negative,0.6688,Can't Tell,0.3519,United,,BrendanPFarrell,,0,@united … But friendly efficient air attendants in coach #UA992 http://t.co/49pV3KcHNR,"[0.0, 0.0]",2015-02-23 00:36:21 -0800,New York/New Jersey,Eastern Time (US & Canada) 569777329330884608,negative,1.0,Bad Flight,0.688,United,,BrendanPFarrell,,0,"@united Coach interior on UA 992 looked like it was salvaged from the 80s. Tiny unusable video, no power & lifevests on the floor #UA992 …","[0.0, 0.0]",2015-02-23 00:34:35 -0800,New York/New Jersey,Eastern Time (US & Canada) 569769708569767936,negative,1.0,longlines,0.6774,United,,eryder,,0,@united Now about two dozen back in line to see a single CSR for reFlight Booking Problems final leg. (Kiosks on fritz.),,2015-02-23 00:04:18 -0800,"Lexington, Ky",Eastern Time (US & Canada) 569769624780165120,negative,0.7158,Lost Luggage,0.3579,United,,wsachs,,0,@united on plane to Newark now. I was checked in as Rebecca Levi. My bag is under her name too.,,2015-02-23 00:03:59 -0800,New York/New Jersey depends on,Eastern Time (US & Canada) 569767266075742208,neutral,1.0,,,United,,KennedyJonesTHO,,0,@united can you help me add my KTN to this reservation PLZ?,,2015-02-22 23:54:36 -0800,Los Angeles,Arizona 569765076980215809,negative,1.0,Late Flight,0.68,United,,__XT,,0,@united aaaand 7 hours Late Flightr won't be catching a flight til 6AM...stuck in at airport in a snowstorm with no hotel-how's that for patience?,,2015-02-22 23:45:54 -0800,,Eastern Time (US & Canada) 569763359278505984,neutral,1.0,,,United,,manuel261984,,0,@united whats UA 1205 lax - newark ??,,2015-02-22 23:39:05 -0800,,Mexico City 569763346431414272,negative,0.6947,Late Flight,0.3579,United,,DelonGerry,,0,@united @DelonGerry ual sucks,,2015-02-22 23:39:02 -0800,, 569762463811383297,negative,0.6534,Cancelled Flight,0.6534,United,,pdxmucci,,0,@united not happening. Delta took care of us. Peace!,,2015-02-22 23:35:31 -0800,"Portland, OR", 569762365572558848,negative,1.0,Late Flight,0.6304,United,,NicoleIn140,,0,BUT @united just re-booked to BOS; UGGH!! now 3 hour bus to WMASS home. Could have flown to BDL & back to DC in same time. #unitedairlines,,2015-02-22 23:35:08 -0800,"Western Massachusetts, USA",Eastern Time (US & Canada) 569762067097501697,negative,1.0,Lost Luggage,1.0,United,,Spanner2,,0,@united you have now lost my bag. Never ever flying United again #joke,,2015-02-22 23:33:57 -0800,London baby, 569758414810849280,negative,1.0,Flight Booking Problems,0.3505,United,,huskerjon00,,1,"@united appreciate it, but changing time by 10 min multiple times 6 hours before flight is just annoying and seems like you have 0 clue",,2015-02-22 23:19:26 -0800,, 569756967935148032,negative,1.0,Late Flight,0.3603,United,,FrederickMassag,,0,"@united Missed UA1568 connection due 2 mechanical failure UA1543 (""uplink prob""). I will lose ~$400 in clients Mon. How can you compensate?",,2015-02-22 23:13:41 -0800,"176 Thomas Johnson Drive, #204",Eastern Time (US & Canada) 569755876401274880,neutral,0.6667,,,United,,lclohmd,,1,@united you'll be hearing from me for sure.,,2015-02-22 23:09:21 -0800,Toronto, 569754680626008064,negative,1.0,Cancelled Flight,1.0,United,,pdxmucci,,1,@United so you jacked out my cousins trip to Portland and then Cancelled Flightled her return trip?! No more United,,2015-02-22 23:04:36 -0800,"Portland, OR", 569753797704024065,negative,0.6851,Can't Tell,0.3596,United,,JasonArbaugh,,0,"@united Yes I did. We headed out to de-ice 5 minutes after I sent it to you. Made it to Austin, but am now waiting for the luggage.",,2015-02-22 23:01:05 -0800,, 569753041420865536,neutral,1.0,,,United,,The5y5Adm1n,,0,@united In Ethiopia adopting a child. Need flight home from ADD to GRR Late Flight 2/27 or very early 2/28. (need to change existing reservation),,2015-02-22 22:58:05 -0800,, 569751515461603328,negative,1.0,Lost Luggage,0.6359,United,,czamkoff,,0,"@united after a Cancelled Flighted flight, and 2 delays, you lost my luggage AGAIN! You're the WORST! Disgraceful! Awful company, horrible service!",,2015-02-22 22:52:01 -0800,, 569751096580812801,negative,1.0,longlines,0.3456,United,,ScottRSlaughter,,0,@united doesn't help the 100 or more passengers that just arrived an hour Late Flight.,,2015-02-22 22:50:21 -0800,, 569750540302680064,negative,1.0,Late Flight,1.0,United,,hilary33836700,,0,@united 40 minutes on tarmac now. That's after 9 hour delay.,,2015-02-22 22:48:08 -0800,, 569749896095358977,negative,1.0,Cancelled Flight,1.0,United,,patlee,,0,@united I am very glad I took care of own rescheduling now that UA 1580 from OGG was Cancelled Flightled. http://t.co/H3k3oWOhD1,,2015-02-22 22:45:35 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569749422482960384,negative,0.6724,Flight Booking Problems,0.3673,United,,PopsCutrona,,0,@united Tried filling out the status match form and got hit with an error message. How can I tell if it went through? http://t.co/JbDkxd6eFz,,2015-02-22 22:43:42 -0800,"San Francisco, Ca",Pacific Time (US & Canada) 569749233344983040,negative,1.0,Late Flight,0.6759,United,,hilary33836700,,0,@united Is flight 746 going to sit on the tarmac FOREVER?????????,,2015-02-22 22:42:57 -0800,, 569748884164988929,negative,1.0,Flight Attendant Complaints,0.6818,United,,JacquieMae08,,1,@united One of your workers refused to give me her name as a reference for my notes. Her tone & language was very unprofessional.,,2015-02-22 22:41:34 -0800,SD || CA ,Arizona 569748687812845568,negative,1.0,Customer Service Issue,0.3462,United,,chocolossus,,1,@united that's why I blame your company. Because it had every opportunity to do a job and managed to fail each time for just lazy reasons,,2015-02-22 22:40:47 -0800,"Vancouver, CA", 569748572104560640,positive,0.6667,,,United,,abroad_aus,,0,@united I wanna be grand staff,,2015-02-22 22:40:19 -0800,, 569748501342478336,negative,1.0,Customer Service Issue,0.6522,United,,BrentOya,,0,"@united SF crew lack a lot of customer service, LAX employees are a lot better. Wonder why...",,2015-02-22 22:40:02 -0800,, 569748491943038976,negative,0.6691,Flight Attendant Complaints,0.35100000000000003,United,,chocolossus,,1,@united that's why I missed my flight. If the flight had been held for 5 minutes I would have made it. I watched it pull away from the gate,,2015-02-22 22:40:00 -0800,"Vancouver, CA", 569748289945362435,negative,1.0,Flight Attendant Complaints,0.3435,United,,chocolossus,,0,@united also didn't ice the frozen metal walkway. Wasted 40 minutes because no one knew how to do simple jobs.,,2015-02-22 22:39:12 -0800,"Vancouver, CA", 569748099616215040,negative,1.0,Cancelled Flight,0.6667,United,,chocolossus,,0,@united your ground crew was inept and left a truck sitting on the Tarmac. Didn't have a gate agent once we got a gate.,,2015-02-22 22:38:27 -0800,"Vancouver, CA", 569747706047934464,positive,1.0,,,United,,abroad_aus,,0,@united I wanna be ride United airline! I love airplane,,2015-02-22 22:36:53 -0800,, 569747702981853185,negative,1.0,Cancelled Flight,0.6838,United,,hilary33836700,,0,"@united after 2 days - 1 flight Cancelled Flightled, another delay for 8 hours- united gave me a $7 food voucher. That's how much they value my time??",,2015-02-22 22:36:52 -0800,, 569747668232065024,negative,1.0,Flight Attendant Complaints,0.6531,United,,wsachs,,0,@united checked me in through security under the wrong name and given the wrong boarding pass. #AirlineSecurity,,2015-02-22 22:36:44 -0800,New York/New Jersey depends on,Eastern Time (US & Canada) 569746687805095936,negative,1.0,Late Flight,1.0,United,,hilary33836700,,1,"@united what the hell? Flight 746. Delayed since 3 pm, finally boarded and now sitting on the tarmac? Is this f&&%$cking plane Ever leaving?",,2015-02-22 22:32:50 -0800,, 569745645956771840,negative,1.0,Cancelled Flight,1.0,United,,patlee,,0,"@united Actually, the flight was just Cancelled Flightled! http://t.co/Qf0Oc2HqeZ","[0.0, 0.0]",2015-02-22 22:28:42 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569745365940830210,negative,1.0,Customer Service Issue,0.6847,United,,patlee,,0,"@united I am a loyal Premier Platinum member, but the lack of communication was really bad. Also, i don’t see that it has taken off yet",,2015-02-22 22:27:35 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569744378354401280,negative,0.7087,Late Flight,0.7087,United,,greghm88,,0,@united thanks for having changed me. Managed to arrive with only 8 hours of delay and exhausted,,2015-02-22 22:23:39 -0800,London, 569744079027896320,negative,1.0,Cancelled Flight,0.6804,United,,gwen1013,,1,"@united This is the 2nd time I was rebooked (w/delays), and for reasons unreLate Flightd to weather. How do I go about requesting a flight voucher?",,2015-02-22 22:22:28 -0800,"New Haven, CT", 569743891714347009,negative,1.0,longlines,0.6818,United,,DudeOfTheHouse,,0,"@united If you consider 50 mins for bags @ 10:00pm on a Sunday night ""as fast as they can"", you should reconsider what you think that means.",,2015-02-22 22:21:43 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569743079491547137,negative,1.0,Flight Attendant Complaints,0.6598,United,,meeems22,,0,"@united It's the horrible attitude from staff after , not just the delay. Not the level of service or respect one expects from United",,2015-02-22 22:18:30 -0800,, 569741986502041602,negative,0.6501,Flight Attendant Complaints,0.3414,United,,toromiller,,0,@united why do you want me to be loyal if don't let me carry on my bag that easily fits in overhead,,2015-02-22 22:14:09 -0800,"Boston, MA",Eastern Time (US & Canada) 569741366642618368,neutral,0.6659,,0.0,United,,toromiller,,0,"@united UA flight 1247. SFO to LAX took my carry on at gate. I'm Group 2, overhead bins are empty",,2015-02-22 22:11:41 -0800,"Boston, MA",Eastern Time (US & Canada) 569741325454540800,negative,1.0,Can't Tell,0.3646,United,,ChrisPinTX,,1,@united On top of that I paid for 1st class and my wife got stuck in coach.,,2015-02-22 22:11:31 -0800,,Central Time (US & Canada) 569741306190172161,negative,1.0,Flight Attendant Complaints,0.6246,United,,ChrisPinTX,,1,@united Ph the pat answers are BS. After I was denied boarding it sat at the gate until 9:05! Your employees totally suck.,,2015-02-22 22:11:27 -0800,,Central Time (US & Canada) 569740959610572800,negative,1.0,Customer Service Issue,1.0,United,,BKnowles314,,0,"@United Over the last week, United has provided me with the worst customer service experience of my life. Disgusting. #united",,2015-02-22 22:10:04 -0800,St. Louis MO, 569740316577632256,negative,1.0,Lost Luggage,1.0,United,,melonbee,,0,@united 24 hrs since flight landed and ZERO info on my missing bag? rough ETA would be hugely helpful + restore some confidence,,2015-02-22 22:07:31 -0800,,Eastern Time (US & Canada) 569739044004823040,negative,1.0,Bad Flight,0.3659,United,,BeyondStatusQuo,,0,@united big surprise #nogate waiting for our plane. Same fucken issues everything I fly you. #fail #worstairlineever,,2015-02-22 22:02:27 -0800,Los Angeles ,Pacific Time (US & Canada) 569738845895335936,negative,0.6361,Bad Flight,0.3532,United,,Frqtflyer1,,0,"@united Not to belabor my point,but shouldn't I be able to put a laptop bag above my seat? Why is it announced to leave it for rollers? Thx",,2015-02-22 22:01:40 -0800,,Arizona 569738748885278720,negative,1.0,Bad Flight,0.3455,United,,BeyondStatusQuo,,0,@united maybemange the airline alittlebetter. Arrived at LAX and no GATE! #howisthatpossible always the same thing w/u,,2015-02-22 22:01:17 -0800,Los Angeles ,Pacific Time (US & Canada) 569738245237395456,negative,1.0,Lost Luggage,0.3569,United,,travelpro888,,0,@united I just checked my united app and the most valuable use of this app has been removed. I can no longer see the status of my equipment?,,2015-02-22 21:59:17 -0800,, 569734991862607872,negative,1.0,Customer Service Issue,1.0,United,,ClaudiaMarrufo,,0,"@united even after running to gate from your connecting flight, your customer service not let us in the plane that was just parked. Stranded",,2015-02-22 21:46:21 -0800,EP TX,Pacific Time (US & Canada) 569734065697353729,negative,1.0,Cancelled Flight,1.0,United,,teamcrafty,,0,@united I'm desperately trying to understand how my girlfriend is being treated with this Cancelled Flightled/delayed flight. #unacceptable #ORD,,2015-02-22 21:42:41 -0800,Grand Rapids,Quito 569731353337581568,negative,0.6547,Customer Service Issue,0.3331,United,,katieclaytonn,,1,"@united Nope, no more chances. Your airline messed up both ways of our trip.",,2015-02-22 21:31:54 -0800,,Central Time (US & Canada) 569730716692393984,negative,0.6946,Bad Flight,0.6946,United,,Frqtflyer1,,0,@united Why announce it is for rollers at all? If I want to put a coat in there isn't that my choice? How about all gate checked? Thx,,2015-02-22 21:29:22 -0800,,Arizona 569730682949398528,positive,1.0,,,United,,JasmineDT,,0,@united you're my early frontrunner for best airline! #oscars2016,,2015-02-22 21:29:14 -0800,Washington D.C. ,Eastern Time (US & Canada) 569730182371635200,negative,1.0,Lost Luggage,1.0,United,,nigelcornwallis,,0,"@united bags left behind because plane overweight, be great if knew as soon as we landed, instead letting us wait 45 minutes with no info.",,2015-02-22 21:27:15 -0800,,Eastern Time (US & Canada) 569729325546602497,negative,1.0,Customer Service Issue,1.0,United,,MarcusLake31,,0,@united You are a F&$KING joke. Your customer service is woeful. If your staff tell a passenger that they will do something do it!,"[39.84911904, -104.67447584]",2015-02-22 21:23:50 -0800,,Sydney 569726059937185793,negative,1.0,Late Flight,0.6711,United,,markymark928,,0,@united was a sponsor of the oscars? No wonder it was a half hour delayed. #Oscars,,2015-02-22 21:10:52 -0800,"Buffalo, Ny",Quito 569725892324253696,positive,0.6703,,0.0,United,,sdpurv,,0,@united Worked like a charm. Bag was waiting on the carousel when we got to baggage claim. #welldone #goodflight #friendlysky,,2015-02-22 21:10:12 -0800,Canada,Mountain Time (US & Canada) 569725805066002432,negative,1.0,Lost Luggage,1.0,United,,HamborgJack,,0,@united will lose my bag but won't give me free pretzels #frauds,,2015-02-22 21:09:51 -0800,, 569724822177095680,negative,1.0,Customer Service Issue,1.0,United,,hart0277,,0,"@united you are trying to charge me 150 bucks because you lowered your award tickets and I want to get my hard earn points back, total BS",,2015-02-22 21:05:57 -0800,Chicago, 569724705063596032,negative,1.0,Late Flight,1.0,United,,deltabrav0,,0,@united does asap mean two hours worth of delay and a return to the terminal to count the luggage a third time? #gottogetbetter,"[36.08161548, -115.14959772]",2015-02-22 21:05:29 -0800,"ÜT: 31.333857,-94.724549",Central Time (US & Canada) 569724682695368705,negative,1.0,Customer Service Issue,1.0,United,,anniemccleary,,0,@united Apart from being on hold for over 2 hours and having talked to 5 people and the problem still not resolved!,,2015-02-22 21:05:23 -0800,,Brisbane 569724281334034432,negative,1.0,Late Flight,0.6568,United,,BALLarsen,,0,"@united typical caned response from UA, fix your crappy performing, last placed/ranked airline in this century!",,2015-02-22 21:03:48 -0800,Danville CA, 569724257879502848,negative,1.0,Can't Tell,0.6804,United,,ljtypes,,1,@united is it even legal for you guys to advertise flights that you cant honor??,,2015-02-22 21:03:42 -0800,H-town, 569724245963444224,negative,1.0,Customer Service Issue,1.0,United,,kyles32,,0,@united customer service is the WORST. hanging up on customers intentionally after one hour on hold.,,2015-02-22 21:03:39 -0800,, 569724186173640705,negative,1.0,Flight Booking Problems,1.0,United,,ljtypes,,0,@united was forced to book a flight on a different date than originally planned for a higher price $1130 felt like a bait and switch tactic,,2015-02-22 21:03:25 -0800,H-town, 569724119748636672,negative,1.0,Can't Tell,0.6714,United,,hart0277,,0,"@united love how you don't give a shit about people who tried to be loyal, but you screw them every way till Sunday. Glad I've stayed away",,2015-02-22 21:03:09 -0800,Chicago, 569724056645140480,negative,0.6611,Flight Booking Problems,0.6611,United,,ljtypes,,0,"@united tried a different flight IAH-MNL 4/1/15-4/17/15, 6 flights are advertised for $1038 but are not bookable (due to partner error).",,2015-02-22 21:02:54 -0800,H-town, 569723994468962304,negative,1.0,Can't Tell,1.0,United,,rebeccafrack,,1,@united it will be on a different airline.,,2015-02-22 21:02:39 -0800,"Monkton, Maryland ",Eastern Time (US & Canada) 569723985262354433,negative,1.0,Customer Service Issue,0.6477,United,,ljtypes,,0,@united and was told that its been the case for weeks but is still not resolved.,,2015-02-22 21:02:37 -0800,H-town, 569723932355358720,negative,1.0,Flight Booking Problems,0.6654,United,,asciimike,,0,"@united clicked ""upgrade now"" and it didn't upgrade. What gives? http://t.co/N7oSjz8a59",,2015-02-22 21:02:25 -0800,Rose Bubble, 569723892358467584,negative,1.0,Customer Service Issue,1.0,United,,ljtypes,,0,@united you advertise the flight and its still on you website and still can't be book. spent over 2 hours with united support,,2015-02-22 21:02:15 -0800,H-town, 569723768773349376,negative,1.0,Flight Booking Problems,1.0,United,,ljtypes,,0,@united tried to book a flight IAH-MNL departing 3/31/15 returning 4/17/15 you are advertising 9 flights for $1051 that can't be book!,,2015-02-22 21:01:46 -0800,H-town, 569723119415513088,neutral,1.0,,,United,,D_WaYnE_01,,0,@united I just booked a flight for (2). When I view my reservation it has MI connected to First name. Is this a problem? can it be changed?,,2015-02-22 20:59:11 -0800,, 569722907187752960,negative,0.6882,Can't Tell,0.3441,United,,PopsCutrona,,1,@united quick (serious) question - any resources/ratings showing the quality of service is better than 8th place? http://t.co/deWIthPeW2,,2015-02-22 20:58:20 -0800,"San Francisco, Ca",Pacific Time (US & Canada) 569722230340333569,neutral,1.0,,,United,,gochrisgo,,0,@united How do I get through @TSA to finally board UA 1534?,,2015-02-22 20:55:39 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569722020776116224,negative,1.0,Customer Service Issue,1.0,United,,almaaa08,,0,"@united yes I have and I was calling in regards to speaking to someone about it even further, but unfortunately i was just bounced around.",,2015-02-22 20:54:49 -0800,,Eastern Time (US & Canada) 569721972600528897,negative,1.0,Bad Flight,1.0,United,,BrianMullane,,0,@united Flight 472 from ORD couldn't let me know about this? Found out via app minutes before landing. Awful flight. http://t.co/DQJl8vZ2h2,,2015-02-22 20:54:37 -0800,"52.315477,4.995852",Eastern Time (US & Canada) 569721804891271168,negative,0.65,Can't Tell,0.65,United,,jovytavarez,,0,@united i need help but in spanish,,2015-02-22 20:53:57 -0800,New Jersey, 569720565319102464,negative,1.0,Late Flight,0.3639,United,,meeems22,,1,"@united A very disappointing experience - plane mech. delay and next one didn't wait. No sincere apology, just told me to complain online",,2015-02-22 20:49:02 -0800,, 569720394782875649,negative,0.6455,Lost Luggage,0.6455,United,,Joe_Curry,,0,@united I lost my sunglasses on the flight from OKC to IAH this morning (8am takeoff) .. is there any way to retrieve them?,,2015-02-22 20:48:21 -0800,Austin,Central Time (US & Canada) 569717327966691330,neutral,0.6736,,0.0,United,,Luvs_Kitties,,0,@united @reccewife with the exception of everything you've asked for. Heh,,2015-02-22 20:36:10 -0800,#ygk,Atlantic Time (Canada) 569716774431666176,negative,1.0,Late Flight,1.0,United,,JasonArbaugh,,0,@united UA1731 - Denver to Austin... Still on the ground...,,2015-02-22 20:33:58 -0800,, 569716703556444161,negative,1.0,Customer Service Issue,1.0,United,,keithlavon,,0,@united either your staff or whoever you contract with at PVD is failing you big time tonight...,,2015-02-22 20:33:41 -0800,"Waltham, MA",Eastern Time (US & Canada) 569716594731044865,neutral,1.0,,,United,,TheJonesest,,0,@united UA1469. Just landed.,"[27.9746606, -82.5320172]",2015-02-22 20:33:15 -0800,"Tampa, Florida",Atlantic Time (Canada) 569716558487904258,negative,0.6392,Bad Flight,0.3299,United,,PopsCutrona,,0,@united considering it. Currently gold on @delta. Why should I make the jump for an upcoming flight from SFO to Singapore?,,2015-02-22 20:33:07 -0800,"San Francisco, Ca",Pacific Time (US & Canada) 569716148293349377,neutral,1.0,,,United,,ericdavidson86,,0,@united flight 435,,2015-02-22 20:31:29 -0800,, 569716101027745792,negative,1.0,Bad Flight,0.3483,United,,chocolossus,,1,"@united worst flights I've ever had. ground crew ignored our plane, made me miss flight and now I have to cover the cost of a hotel. #DEN",,2015-02-22 20:31:17 -0800,"Vancouver, CA", 569715707736420352,negative,1.0,Can't Tell,1.0,United,,Aero0729,,0,@united customers aren't dumb. These revenue based programs will hurt everyone. Not gonna save money like you think,,2015-02-22 20:29:44 -0800,, 569715687469420545,negative,0.6334,Flight Booking Problems,0.6334,United,,patlee,,0,@united it was me who had the problem won flight ua 1580. I called and rebooked myself found my own hotel and taxi,,2015-02-22 20:29:39 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569715563385085952,positive,1.0,,,United,,CDNTravelGuy,,0,@united will do. Thanks for the help. Cheers,,2015-02-22 20:29:09 -0800,Toronto Area,Eastern Time (US & Canada) 569715552702345216,negative,1.0,Flight Booking Problems,0.6839,United,,Aero0729,,0,"@united bull crap. I spent $600 on a recent trip. That's not small change. I got 10,000 AA miles. Would have only been 6600 UA",,2015-02-22 20:29:07 -0800,, 569715233549369344,negative,1.0,Flight Attendant Complaints,0.3563,United,,jeanvirgile,,0,@united yes I did. Terrible service from your courrier,,2015-02-22 20:27:51 -0800,Brossard,Eastern Time (US & Canada) 569714640764035073,negative,1.0,Lost Luggage,1.0,United,,Nic_Thoman23,,0,@united compensate us for new clothes bet you won't,"[45.67922537, -111.04823044]",2015-02-22 20:25:29 -0800,GLP,Eastern Time (US & Canada) 569714541178679296,positive,0.6576,,,United,,lorrirhymeswith,,0,@united I have 8 flights with you in the next two weeks :) let's make some good memories!,,2015-02-22 20:25:06 -0800,the cupboard under the stairs, 569713494821482498,negative,1.0,Cancelled Flight,0.6795,United,,DangerPeters,,0,"@united, we're stuck at OGG, looks like flight will be Cancelled Flightled. Can you help? =)",,2015-02-22 20:20:56 -0800,, 569711632991047680,negative,1.0,Late Flight,0.6772,United,,scottychadwick,,0,@united yea they been booked on 10 next avalible flights since sat 7am. And when time comes no plane 2nd day of work missed #hotelliving,,2015-02-22 20:13:32 -0800,,Eastern Time (US & Canada) 569711003585220608,negative,1.0,Lost Luggage,1.0,United,,Nic_Thoman23,,0,@united currently crying... I wanted to ski tomorrow but prolly not. Just a boy tryna fulfill his dreams,"[45.67922693, -111.04839797]",2015-02-22 20:11:02 -0800,GLP,Eastern Time (US & Canada) 569710853160710144,negative,1.0,Lost Luggage,0.3682,United,,Nic_Thoman23,,0,"@united I tried the online tracking and they said something like ""attempting to locate luggage""","[45.67925887, -111.04844481]",2015-02-22 20:10:26 -0800,GLP,Eastern Time (US & Canada) 569710627649761282,negative,1.0,Lost Luggage,0.6575,United,,Nic_Thoman23,,1,@united your worker told us not to call because we'd be talking to someone in Thailand...,"[45.67912434, -111.04847959]",2015-02-22 20:09:33 -0800,GLP,Eastern Time (US & Canada) 569710389757419520,negative,1.0,Lost Luggage,1.0,United,,crsmoore,,1,@united - Going on 3 days (tomorrow) and I still haven't received my bag from my flight to Toronto. Would love to see some seriousness here.,,2015-02-22 20:08:36 -0800,USA / The World,Eastern Time (US & Canada) 569710365770182656,negative,0.6571,Can't Tell,0.3429,United,,ssapol5722,,0,@united is there nothing you can do for me? No compensation at all? Given the circumstances I feel like there must be something you can do,,2015-02-22 20:08:30 -0800,New Jersey,Quito 569710260136640512,negative,1.0,Customer Service Issue,0.7158,United,,thebadvillain,,0,@united there is a disconnect between your PR group and the actual business strategy and employee attitude on the ground. #liars #united,,2015-02-22 20:08:05 -0800,, 569710072491745280,negative,1.0,Late Flight,1.0,United,,BALLarsen,,0,@united here we go again. 2 of 3 segments SFO--New York RT were delayed OVER 2 hrs each! Why do you suck so BAD!?!Maybe another line of bus?,"[29.98378319, -95.33473143]",2015-02-22 20:07:20 -0800,Danville CA, 569710019333107714,negative,1.0,Late Flight,0.3372,United,,patlee,,1,@united you really screwed up dealing mechanical failure from Maui to San Francisco. Poor communication bad help in getting connections,,2015-02-22 20:07:07 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569709992175116288,negative,1.0,Lost Luggage,0.3423,United,,thebadvillain,,0,"@united if you don't like delayed bags, why do you let it happen so much?",,2015-02-22 20:07:01 -0800,, 569709452594524160,negative,1.0,Customer Service Issue,0.6383,United,,JasonArbaugh,,0,@united the delay is due to customer service for 20 people? What about the DIS-SERVICE you provided for 100+? #FlightFail #Hour20Delay,,2015-02-22 20:04:52 -0800,, 569709350903631873,positive,1.0,,,United,,Girlsurgeon,,0,@united he is so excellent and so reliable :) #happycustomer,,2015-02-22 20:04:28 -0800,"Hermosa Beach, CA",Pacific Time (US & Canada) 569709246150893568,negative,1.0,Customer Service Issue,0.6404,United,,SomuchWhit,,0,@united but again UNITED DOESNT GIVE 2 SHITS ABOUT THEIR CUSTOMERS,,2015-02-22 20:04:03 -0800,,Pacific Time (US & Canada) 569709136813826049,negative,1.0,Customer Service Issue,1.0,United,,SomuchWhit,,0,@united its funny how none of ur tweets back are helpful what I want is to read 'ya we'll change that so our customers get better service',,2015-02-22 20:03:37 -0800,,Pacific Time (US & Canada) 569707970876936192,neutral,1.0,,,United,,NancyDiaznancyn,,0,@united She is travelling from Melbourne (Australia ) to Bogota (Colombia) tomorrow,"[-38.0271635, 145.2112317]",2015-02-22 19:58:59 -0800,, 569707569448558592,neutral,1.0,,,United,,NancyDiaznancyn,,0,@united Hi. My relative's Flight Booking Problems number is MY8YB4. Her name is Clarita Jaramillo Mejia. Thank you,"[-38.0269936, 145.2110041]",2015-02-22 19:57:23 -0800,, 569707473973739520,positive,1.0,,,United,,LisaGetz1,,0,@united it was delivered! Thank you for making sure it arrived at my doorstep!,,2015-02-22 19:57:01 -0800,"Beijing, China", 569706638283833344,negative,1.0,Late Flight,0.3552,United,,rebeccafrack,,1,"@united really needs to get its act together. Really disappointed in our change of flight, delayed flights, etc.",,2015-02-22 19:53:41 -0800,"Monkton, Maryland ",Eastern Time (US & Canada) 569706336268611584,negative,1.0,Customer Service Issue,1.0,United,,rlgeraets,,0,"@united-rebooked to OMA - 180 miles from my destination. Spotty customer service. I get staff stressors but come on, this is your business.",,2015-02-22 19:52:29 -0800,, 569705870830874625,neutral,0.6476,,0.0,United,,JasonArbaugh,,0,@united Why have airlines always told us they can't open a cabin door once it has been closed? This plane has done it 3 times tonight.,,2015-02-22 19:50:38 -0800,, 569705869816012801,positive,0.6466,,,United,,marcotulioluis,,0,“@united: Looking for a reason to travel? #quote http://t.co/GGuIg3t28z”,,2015-02-22 19:50:38 -0800,,Eastern Time (US & Canada) 569705838870466561,negative,0.6939,Flight Booking Problems,0.6939,United,,JoeRychalsky,,0,@united I can't find any Late Flight evening flights. Are there other airports that would have an overnight flight?,,2015-02-22 19:50:31 -0800,"Wilmington, Delaware",Eastern Time (US & Canada) 569705813142409217,negative,1.0,Customer Service Issue,0.6705,United,,natashajw,,1,@united Thanks for the vague canned response that doesn't address the issue!,,2015-02-22 19:50:25 -0800,"san francisco, ca",Pacific Time (US & Canada) 569705563287896064,positive,0.6629,,,United,,tiamariaroxs,,0,@united thank you!,,2015-02-22 19:49:25 -0800,, 569705220088795136,negative,1.0,Late Flight,0.6765,United,,kaobrien812,,0,@united that's not good enough for all of us affected by the awful organization and timing and have now been set back,,2015-02-22 19:48:03 -0800,"Medford, MA", 569705212274995201,negative,1.0,Flight Attendant Complaints,0.3441,United,,DRVerges,,0,@united Otis in the baggage claim by Bay #8. not at all happy but not nearly as pissed.,,2015-02-22 19:48:01 -0800,Chicago,Central Time (US & Canada) 569704478808485888,negative,1.0,Late Flight,1.0,United,,JasonArbaugh,,0,@united Why is my time less important to you? #StrandUsInDenver #HourAndTenMinuteDelay #FlightFail,,2015-02-22 19:45:07 -0800,, 569703875390918657,negative,1.0,Lost Luggage,1.0,United,,Rianne1,,0,@united airlines: you kidding? Bagage lost this morning from ny to Washington and still no trace? #badservice,,2015-02-22 19:42:43 -0800,,Bern 569703480933408768,negative,1.0,Lost Luggage,0.3542,United,,uncommongrape,,0,@united I did. It took about an hour and a half though,,2015-02-22 19:41:09 -0800,"Rockaway, NJ",Eastern Time (US & Canada) 569703328940032000,negative,0.6907,Late Flight,0.3711,United,,JasonArbaugh,,0,@united Why have you never held a plane for me? #HourDelay #MultipleDoorOpeningAndClosing #DangerOfGettingSnowedIn,,2015-02-22 19:40:32 -0800,, 569702566126325760,negative,1.0,Customer Service Issue,0.6856,United,,raisas91,,0,@united i did but i got nothing from it. Just dissapointment =(,,2015-02-22 19:37:30 -0800,, 569701607144693760,negative,1.0,Lost Luggage,1.0,United,,meigheyburn,,0,@united WHERE IS MY FUCKING BAG?!?! Where the fuck is my fucking bag??? TELL ME NOW OR GIVE ME A NUMBER TO CALL A HUMAN. SAN68059M,,2015-02-22 19:33:42 -0800,"Akron, Ohio",Eastern Time (US & Canada) 569701377779183616,positive,0.6783,,0.0,United,,McLeodKyle,,0,@united I was sincerely thanking the pilot of flight 4461 of braving the snow and getting me home amongst many other Cancelled Flightlations.,,2015-02-22 19:32:47 -0800,"Houston, TX",Eastern Time (US & Canada) 569701178054811648,negative,1.0,Late Flight,0.6919,United,,ChrisPinTX,,0,@united Made@it to the gate at 8:23 and they wouldn't let us on. http://t.co/xAToxBnsFa,,2015-02-22 19:32:00 -0800,,Central Time (US & Canada) 569700247275876352,negative,1.0,Can't Tell,0.6704,United,,ChrisPinTX,,1,@united time to give up my 1K status and switch to @Delta - you are so terrible I can't even describe.,,2015-02-22 19:28:18 -0800,,Central Time (US & Canada) 569700243383537664,positive,1.0,,,United,,geekydewd,,0,"@united Thanks! LOL! #UA6259 will wait for us. Per @flightaware, same tail number as #UA5525 :)",,2015-02-22 19:28:17 -0800,"CO Springs, Occupied Colorado",Mountain Time (US & Canada) 569699965527666688,negative,1.0,Late Flight,1.0,United,,ChrisPinTX,,0,@united You suck. Flight delayed equipment probs again. Miss connection by 2 minutes and you won't let us on even though it's at the gate.,,2015-02-22 19:27:10 -0800,,Central Time (US & Canada) 569699471954587648,negative,1.0,Late Flight,1.0,United,,bricon67,,0,@United #1758 now going in 40 min waiting for other plane to vacate gate. #findanothergate,,2015-02-22 19:25:13 -0800,"ÜT: 33.987103,-118.399024", 569699171868938241,negative,1.0,Late Flight,0.6667,United,,tomlongphd,,0,@united Flight 2 is 2:30 hrs delayed so far b/c of Late Flight crew. Now we are literally waiting while they have dinner acc. to honest gate agent.,,2015-02-22 19:24:01 -0800,Mexico City,Eastern Time (US & Canada) 569698949474291713,negative,1.0,Late Flight,0.6565,United,,DJKHacker,,0,@United many people on Ua6318 are going to miss connections due to long wait time in SFO tarmac. Seriously u can't find an empty gate?,,2015-02-22 19:23:08 -0800,"Palo Alto, CA",Pacific Time (US & Canada) 569698788216049664,negative,1.0,Customer Service Issue,1.0,United,,cressman,,0,@united You're trying to solve problem of your own making. Charging for checked luggage forces checking at gate. Brilliant.,"[0.0, 0.0]",2015-02-22 19:22:30 -0800,Utah,Mountain Time (US & Canada) 569698504467021824,negative,1.0,longlines,0.6764,United,,scottecrouch,,1,@united we've been waiting 45 min for a gate at SFO... Yet so many of them are free. Your excellence in operational efficiency is showing,,2015-02-22 19:21:22 -0800,"New York & Washington, D.C.",Eastern Time (US & Canada) 569698085821001728,negative,1.0,Customer Service Issue,0.6563,United,,TQHopper,,0,"@United ""delayed due to customer service"" Huh? http://t.co/XlTV5z6sT1",,2015-02-22 19:19:42 -0800,"Boulder, Co", 569697793801134080,negative,1.0,Customer Service Issue,0.6695,United,,bmorrismusic,,0,@united what about the poor customer service at checkin at Kansas KCI?!? That's it???,,2015-02-22 19:18:33 -0800,Ireland, 569697646501363713,negative,1.0,Late Flight,1.0,United,,cressman,,0,@united except all of that delayed the flight anyway.,"[0.0, 0.0]",2015-02-22 19:17:58 -0800,Utah,Mountain Time (US & Canada) 569697298768203776,negative,0.6606,Can't Tell,0.3425,United,,bricon67,,0,@United maybe find a different gate #ua1758,,2015-02-22 19:16:35 -0800,"ÜT: 33.987103,-118.399024", 569697234574581760,negative,1.0,Lost Luggage,1.0,United,,liveitup09,,1,@united I sent a message. It's very irresponsible that my suitcase cannot be found. This is truly worst service ever... #fedup #disastrous,,2015-02-22 19:16:19 -0800,,Atlantic Time (Canada) 569696881330167808,negative,1.0,Late Flight,0.6534,United,,bricon67,,0,@United landed in den on time stuck waiting for gate for 30 min. Maybe an update would be a good idea capt?,,2015-02-22 19:14:55 -0800,"ÜT: 33.987103,-118.399024", 569696313824161792,negative,1.0,Flight Attendant Complaints,1.0,United,,jasoncarpio,,0,@united wanted to point out that not one United crew has been sympathetic. Questions unanswered. MileagePlus is starting to look like a joke,,2015-02-22 19:12:40 -0800,"San Francisco, California",Pacific Time (US & Canada) 569695553644322816,negative,1.0,Late Flight,0.6727,United,,jasoncarpio,,0,@united can we get an explanation on why UA978 from São Paulo to Houston has been delayed? Now we're hearing from crew about Cancelled Flightlations.,,2015-02-22 19:09:39 -0800,"San Francisco, California",Pacific Time (US & Canada) 569695452368670720,negative,1.0,Cancelled Flight,1.0,United,,idguy,,0,@united Why was flight 1180 EWR to MCO Cancelled Flightled for tomorrow and what do I do to rebook. Asking for a relative.,,2015-02-22 19:09:14 -0800,New Jersey,Eastern Time (US & Canada) 569695198239793153,neutral,1.0,,,United,,HargobindV,,0,@united Can you tell me Jet Airways award availability?,,2015-02-22 19:08:14 -0800,"Kansas City, Missouri",Central Time (US & Canada) 569693820398510080,negative,1.0,Can't Tell,0.6941,United,,cslhilo,,0,"@united I understand the intent was not to inconvenience, but catching a cab back to the airport to show them wet clothes wasn't an option.",,2015-02-22 19:02:45 -0800,"Hilo, HI",Hawaii 569693689766907904,neutral,1.0,,,United,,nottooshABBYYYY,,0,@united What are the chances of my flight to EWR from PIT being Cancelled Flighted tomorrow?,,2015-02-22 19:02:14 -0800,,Atlantic Time (Canada) 569693430902861824,neutral,0.6599,,0.0,United,,baftz,,0,@united @baftz rcvd promo if i booked flight silver status would be extended it was not dont have flier that was sent didnt think id need,,2015-02-22 19:01:12 -0800,, 569692936880791552,negative,1.0,Lost Luggage,1.0,United,,jnml,,1,"@united, wife landed in DC 5hrs ago. luggage did not, was told it would B delivered/Hotel by 8pm. It's now 10pm, no luggage. #UA484",,2015-02-22 18:59:15 -0800,, 569692618797355009,neutral,0.34700000000000003,,0.0,United,,mgmcg16,,0,@united on a flight at 11:30 tomorrow.,,2015-02-22 18:57:59 -0800,, 569690742169292802,negative,1.0,Can't Tell,0.6848,United,,axelrodaj,,0,@united not sure why the people in row 7 that paid for a premium seat can't use their overhead space... http://t.co/i9s86KiHge,"[33.94077727, -118.39921036]",2015-02-22 18:50:31 -0800,San Francisco,Pacific Time (US & Canada) 569690626293305344,negative,1.0,Bad Flight,1.0,United,,segallsays,,1,@united is so cheap they couldn't afford to run the AC on #UA1510. They took pressure cooker to a new level. #Cheap #WorstAirline,"[29.9866693, -95.3382794]",2015-02-22 18:50:04 -0800,"Houston, TX",America/Chicago 569689096882425857,negative,1.0,Late Flight,0.6665,United,,sandyrojasstory,,0,@united why is it that Sundays when my husband travels to Chicago he's stuck at Tarmac & misses connecting flight always,,2015-02-22 18:43:59 -0800,, 569689076439392257,negative,1.0,Customer Service Issue,1.0,United,,xtinageorgette,,0,@united Well I can tell you that your customer service at RDU airport is horrific but is exception at O'Hare in Chicago.,,2015-02-22 18:43:54 -0800,"Hillsborough, NC",Central Time (US & Canada) 569688560376221696,negative,1.0,Can't Tell,0.6809,United,,DelonGerry,,1,@united sitting on UAL 683 - a comedy of errors. UAL is incompetent,,2015-02-22 18:41:51 -0800,, 569687374193680384,negative,1.0,Late Flight,0.6939,United,,lclohmd,,1,"@united on #UA3785 tonight and told delayed due to Late Flight crew. No idea where crew coming from, your staff ++unhelpful. Any ideas?",,2015-02-22 18:37:08 -0800,Toronto, 569685747080372224,negative,1.0,Late Flight,0.6668,United,,eryder,,0,"@united, take a look at status of 683, sitting at ORD ... This ain't cool, yo.",,2015-02-22 18:30:41 -0800,"Lexington, Ky",Eastern Time (US & Canada) 569685581787205632,positive,0.6544,,0.0,United,,RyanSennett,,0,@united bummer but thank you for the quick response,,2015-02-22 18:30:01 -0800,"Vancouver, WA",Pacific Time (US & Canada) 569684963777503232,negative,1.0,Damaged Luggage,1.0,United,,cslhilo,,0,@united I didn't have time to take my wet clothes/suit back to the airport and wasn't going to pay for another cab to do so.,,2015-02-22 18:27:34 -0800,"Hilo, HI",Hawaii 569684654380486656,negative,0.6687,Damaged Luggage,0.3463,United,,cslhilo,,0,@united didn't realize my bag/ contents were wet until I got to my hotel. Sent my suit/shirts out to be dry cleaned. Mtgs start tomorrow.,,2015-02-22 18:26:20 -0800,"Hilo, HI",Hawaii 569684282706259968,negative,1.0,Late Flight,1.0,United,,bobgiolito,,0,"@united You load our plane at ORD knowing pilots are 2 hrs Late Flight, then discover plane needs to be fueled? #WTF #united #incompetent",,2015-02-22 18:24:51 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569683734951170048,negative,1.0,Customer Service Issue,1.0,United,,almaaa08,,0,@united resolved and im sick and tired of waiting on you. I want my refund and I'd like to speak to someone about it.,,2015-02-22 18:22:41 -0800,,Eastern Time (US & Canada) 569683647990599681,negative,1.0,Customer Service Issue,1.0,United,,almaaa08,,0,@united I'm really glad I just waited on the phone for over an hour to be sent to a voicemail. Your customer service sucks. Nothing has been,,2015-02-22 18:22:20 -0800,,Eastern Time (US & Canada) 569683567552262145,negative,1.0,Bad Flight,0.3492,United,,FernHeinig18,,0,"@united, you just caused a riot on the airplane. Never seen anything like this",,2015-02-22 18:22:01 -0800,, 569681831039074306,negative,1.0,Customer Service Issue,0.657,United,,huskerjon00,,0,"@united Instead of sending inaccurate emails about delay every 5 min, just say we will get you there when we get you there.",,2015-02-22 18:15:07 -0800,, 569681799984492544,negative,1.0,Customer Service Issue,1.0,United,,almaaa08,,1,@united so glad I've been waiting for 1 hour and 15 minutes and Ive been transferred 3 times without resolving anything. Worst service ever.,,2015-02-22 18:14:59 -0800,,Eastern Time (US & Canada) 569681746037383168,negative,1.0,Customer Service Issue,1.0,United,,Jodieepps,,0,@united we still need help. Hung up on twice. Customer service rep said there is no way to help between the gate rep and phone rep.,,2015-02-22 18:14:47 -0800,Michigan,Quito 569681499928158208,positive,1.0,,,United,,markinhifi,,0,"@united They let us know in advance of the reboot, yes :) Thanks for the attentiveness!",,2015-02-22 18:13:48 -0800,"Queens, NY",Eastern Time (US & Canada) 569681060553826304,negative,1.0,Customer Service Issue,1.0,United,,Fire_Bilal,,0,@united lol too little too Late Flight,,2015-02-22 18:12:03 -0800,"Iowa City, IA",Eastern Time (US & Canada) 569681019185573889,negative,1.0,Lost Luggage,1.0,United,,mamijeanna,,0,@united yes. Bags came 1 hr after I arrived at baggage claim. Awful experience on the ground at BHM,,2015-02-22 18:11:53 -0800,, 569679871707783168,negative,1.0,Late Flight,1.0,United,,FernHeinig18,,1,@united @FernHeinig18 your delay is due to your own making. We have now been back to the gate multiple times. Maybe take accountability,,2015-02-22 18:07:20 -0800,, 569679642447052800,negative,1.0,Customer Service Issue,0.3718,United,,Frqtflyer1,,0,@united Why do I have to give up my leg room so these 4 people (not in my row) can fill the bin? Pls start charging. http://t.co/2nY5TuXFqf,,2015-02-22 18:06:25 -0800,,Arizona 569678975049588737,negative,1.0,Late Flight,1.0,United,,lamanmi_live,,0,@united please tell CLT flight 4232 needs a gate. Waiting now for 15 mins.,,2015-02-22 18:03:46 -0800,, 569677636613439488,negative,1.0,Late Flight,1.0,United,,bobgiolito,,0,@united Why did you load us in this flying sardine can if you knew the pilots were 2 hours Late Flight?? #incompetent beyond belief,,2015-02-22 17:58:27 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569676933778292736,neutral,0.6492,,0.0,United,,Aero0729,,0,@united booked EWR-FLL in first for two on 3-8. Let's see how you compare to the garbage @AmericanAir first class has become,,2015-02-22 17:55:39 -0800,, 569676871744364544,negative,1.0,Bad Flight,1.0,United,,Mikey_Hayess,,0,@united your seats are god awful.,,2015-02-22 17:55:24 -0800,,Eastern Time (US & Canada) 569676535973744640,negative,0.6889,Customer Service Issue,0.3549,United,,halestorm62,,0,@united good try but @SouthwestAir got her here safer and sooner,,2015-02-22 17:54:04 -0800,,Quito 569673939183493120,positive,1.0,,,United,,zengerle,,0,@United Wanted to compliment ur phone agent Jeanette for reFlight Booking Problems RDU to SEA thru SFO after connecting flight thru EWR was Cancelled Flightled.,,2015-02-22 17:43:45 -0800,"Chapel Hill, NC",Eastern Time (US & Canada) 569673431224074240,negative,1.0,Late Flight,1.0,United,,adamd703,,0,@united 3 hour 45 min delay so far..... Would love to round to 4 hours to just go to bed!,,2015-02-22 17:41:44 -0800,"Charleston, WV",Eastern Time (US & Canada) 569672116750004226,neutral,1.0,,,United,,ScottBerry18,,0,@united Educate Bohol is a 501(c)(3) w/all volunteer staff. I can help the kids or buy a plane ticket ...I can't do both. Can you help?,,2015-02-22 17:36:31 -0800,"Albuquerque, New Mexico",Arizona 569671617674022912,neutral,1.0,,,United,,ScottBerry18,,0,"@united I need to get from Albuquerque, NM, USA, to Cebu, Philippines. I'm providing educational help for 800 kids. Can you help me?",,2015-02-22 17:34:32 -0800,"Albuquerque, New Mexico",Arizona 569671468369338368,negative,1.0,Bad Flight,1.0,United,,cambalam,,0,@united I'm on UA1118 and my direct tv isn't working. How do I avoid this in future?,,2015-02-22 17:33:56 -0800,,Singapore 569669992624431105,negative,1.0,longlines,0.6544,United,,cressman,,0,@United is truly the drunk uncle of boarding. Don't believe gate agent that overhead is full; don't reserve aisle http://t.co/cdZhTyd0aK,"[0.0, 0.0]",2015-02-22 17:28:04 -0800,Utah,Mountain Time (US & Canada) 569669516185063424,negative,1.0,Can't Tell,1.0,United,,djflacoflash,,0,@united i sure will,,2015-02-22 17:26:11 -0800,Everywhere, 569669336991969280,neutral,0.3732,,0.0,United,,wfmayo,,0,@united on the plane. I was thoughtful enough to ask for it and got it; there are prob others that also deserved it,,2015-02-22 17:25:28 -0800,"Vienna, VA",Eastern Time (US & Canada) 569668741484515328,negative,0.6549,Late Flight,0.6549,United,,geekydewd,,0,"@united, any options to cos tonight? Doesn't look like #UA5525 will make it in time for #UA6259. Should I reserve a hotel room?",,2015-02-22 17:23:06 -0800,"CO Springs, Occupied Colorado",Mountain Time (US & Canada) 569668488408616960,negative,0.6566,Late Flight,0.3535,United,,tomlongphd,,0,"@united Appreciated, but in this case we waited an extra 55 minutes for a lost mechanic to fax the log. Fax...like in the 80s.",,2015-02-22 17:22:06 -0800,Mexico City,Eastern Time (US & Canada) 569667955727818752,neutral,0.3428,,0.0,United,,danny_9_9,,0,@united S/O to @Delta for coming in clutch and finally taking me home 🙌🙌,,2015-02-22 17:19:59 -0800,, 569667082499035137,negative,1.0,Customer Service Issue,1.0,United,,Jodieepps,,0,@united customer service sucks! They hang up after waiting an hour and talking for 5 minutes.,,2015-02-22 17:16:31 -0800,Michigan,Quito 569666840370110465,negative,0.6695,Customer Service Issue,0.3511,United,,KateRChrisman,,0,@united JP - DM message who? Can't get a DM through to @united,,2015-02-22 17:15:33 -0800,"Oakland, CA", 569666771717890048,negative,1.0,Can't Tell,0.6546,United,,MCB235,,0,@united strikes again! Why board anyone if there's something wrong with the plane? Common sense.,,2015-02-22 17:15:16 -0800,Home,Central Time (US & Canada) 569666686086819840,negative,1.0,Can't Tell,0.6594,United,,mckakia,,0,@united: thanks for the miserable trip GNV<<<FSD on 2.19-2.21.,,2015-02-22 17:14:56 -0800,, 569666679963312129,negative,1.0,Cancelled Flight,0.6659,United,,tonywhelan,,0,@united Missed KTM flight due to ur Cancelled Flightlation. Mike supervisor disgusting. Now day Late Flight. No apology or upgrade offer to LHR from ORD???,,2015-02-22 17:14:55 -0800,Stavromula Beta,Quito 569666428388958209,neutral,0.6813,,0.0,United,,kgwalt3,,0,@united left my iPad on MCO->IAD flight 174. How long to hear back once claim submitted? TY!,,2015-02-22 17:13:55 -0800,, 569666352794898432,positive,0.66,,0.0,United,,anoyes,,0,@united social media team is on point on #OscarNight :),,2015-02-22 17:13:37 -0800,"San Francisco, CA",Eastern Time (US & Canada) 569666115477098496,negative,1.0,Late Flight,1.0,United,,Andy_Pi,,1,@united always happy to start my life with my new wife with a 5 hr travel delay due to MAINTENECE and it would appear incompetence,,2015-02-22 17:12:40 -0800,NYC/Secaucus ,Santiago 569665976062644224,negative,1.0,Bad Flight,1.0,United,,Lollapoluga,,1,@united is the airline of the Oscars but doesn't carry ABC on Direct TV?!?! Fail - now I can't watch the Oscars. #united,,2015-02-22 17:12:07 -0800,Chicago,Central Time (US & Canada) 569665600403808256,negative,1.0,Late Flight,0.6631,United,,joepilot7,,1,@united this is it... Last time I fly #UnitedAirlines you screw up every trip now will be stuck in ord and miss work.,,2015-02-22 17:10:37 -0800,Toronto Canada, 569665343880368131,neutral,0.34,,0.0,United,,RichGoldstein,,0,@united Didn't know that buying a seat in first class was just a 'request' to sit in first class! Very Interesting.,,2015-02-22 17:09:36 -0800,New York, 569665258605842434,negative,1.0,Lost Luggage,0.3709,United,,malexcormier,,0,"@united I understand the intention, but it pales in comparison to a day of lost wages for both my wife and I because of the delay.",,2015-02-22 17:09:16 -0800,North,Central Time (US & Canada) 569665177135812608,negative,1.0,Lost Luggage,1.0,United,,mustardman123,,0,@united I need help with a missing bag.,,2015-02-22 17:08:56 -0800,"Cincinnati, OH",Quito 569664849522925569,negative,1.0,Flight Booking Problems,0.3709,United,,unusualcards,,0,@united I was. But I have given up.,,2015-02-22 17:07:38 -0800,"Portland, OR", 569664250521763840,neutral,0.6559999999999999,,0.0,United,,emilygalati,,0,"@united can I get on a stand by list from ASE to ORD? I'm the only poor person in Aspen, that's why I'm asking for standby on twitter.",,2015-02-22 17:05:15 -0800,"Chicago, IL",Mountain Time (US & Canada) 569663725172436992,negative,0.7011,Late Flight,0.3845,United,,mollybowlingpin,,0,@united you changed my entire flight plan for vacation and now I will be there alone a day and night early with nowhere to stay. Help!,,2015-02-22 17:03:10 -0800,, 569663687222542336,negative,1.0,Late Flight,0.7040000000000001,United,,mangz,,1,@united UA647 heading back to gate bc improper load? if ur packing us to the gills should at least take care to load bags. expecting comp...,,2015-02-22 17:03:01 -0800,"ÜT: 40.729379,-74.002951",Alaska 569663371353546752,negative,1.0,Late Flight,1.0,United,,ericdavidson86,,1,@united is the worst airlines sitting on the plane at Houston-bush airport now for an hour and a half waiting for Late Flight passengers,,2015-02-22 17:01:46 -0800,, 569662934520999936,negative,1.0,Customer Service Issue,0.6769,United,,EastinDeverna,,1,@united might possibly have the worst service on the planet.,,2015-02-22 17:00:02 -0800,Long Island,Quito 569662789377064960,negative,1.0,Customer Service Issue,0.6746,United,,baftz,,2,@united deceptive marketing practices promised me if i booked flights i would retain my status now they are not granting. Neverflyunited,,2015-02-22 16:59:27 -0800,, 569662132582621184,negative,1.0,Late Flight,1.0,United,,gochrisgo,,0,@united Hey so many time changes for UA 1534. We going tonight or what? MIA - EWR,,2015-02-22 16:56:50 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569662077742096385,negative,0.6307,Lost Luggage,0.6307,United,,Spencerklein,,0,@united and that it would be sent on the next flight to Hayden/steamboat (HDN) from Denver. So I'm hoping its on there,,2015-02-22 16:56:37 -0800,,Eastern Time (US & Canada) 569661926067736576,negative,1.0,Lost Luggage,0.3683,United,,Spencerklein,,0,@united and pick it up and just bring it on the shuttle. When I went to double check on that they said it was still on the concourse,,2015-02-22 16:56:01 -0800,,Eastern Time (US & Canada) 569661767158075392,negative,0.6842,Lost Luggage,0.6842,United,,Spencerklein,,0,@united I honestly couldn't tell you. All I know is that originally we were going to have it brought in from the concourse,,2015-02-22 16:55:23 -0800,,Eastern Time (US & Canada) 569660740396720128,negative,1.0,Late Flight,1.0,United,,reccewife,,0,@united missing a day of vacation to see my husband because of this delay but stuff happens and I get that. Just wish it was handled better,,2015-02-22 16:51:18 -0800,"Kingston, Canada",Mountain Time (US & Canada) 569660691256188929,negative,1.0,Late Flight,0.6655,United,,doug_samuel,,0,@united UA1534 has now had 11 different departure times. Wtf. Make up your mind.,,2015-02-22 16:51:07 -0800,,Eastern Time (US & Canada) 569660461601447936,negative,1.0,Customer Service Issue,0.3542,United,,Npatel3297,,1,@united thanks for making everyone wait in the dark for an hour while Newark tries to figure out which gate to go to. #incompetence,,2015-02-22 16:50:12 -0800,, 569660452428513280,positive,1.0,,,United,,YelpPittsburgh,,0,@united thank you for following up!,,2015-02-22 16:50:10 -0800,"Pittsburgh, PA",Quito 569659878693695488,positive,1.0,,,United,,XlnsMngr,,0,@United Claudia in IAH terminal b travel assistance has me all set. Great service. Thank you.,,2015-02-22 16:47:53 -0800,, 569658769686339584,neutral,1.0,,,United,,RChew_FORR,,0,@united is it possible to add a Known Traveler Number to my ticket after Flight Booking Problems?,,2015-02-22 16:43:29 -0800,"Cambridge, MA", 569658503570296832,negative,0.6361,Customer Service Issue,0.6361,United,,RyanSennett,,0,"@united why doesn't my daughter, booked with my gold member miles, get on the upgrade list for her flight tomorrow?",,2015-02-22 16:42:25 -0800,"Vancouver, WA",Pacific Time (US & Canada) 569657781835460608,neutral,0.6667,,0.0,United,,tiamariaroxs,,0,@united If an award is no longer showing available could it possible become available again?,,2015-02-22 16:39:33 -0800,, 569657202325229568,neutral,0.6137,,0.0,United,,bryankendro,,0,@united flight to DFW from IAD Cancelled Flightled for mechanical can I get rental car to MDT-my origin,,2015-02-22 16:37:15 -0800,Harrisburg,Eastern Time (US & Canada) 569656504946536449,neutral,1.0,,,United,,XlnsMngr,,0,@United can you help me get from IAH to SFO earlier tonight?,,2015-02-22 16:34:29 -0800,, 569656322154565632,negative,1.0,Can't Tell,0.6188,United,,denitiodeltoro,,0,@united was so on point for 5/6 of my flights this past week . . But this last one really sucks shit,,2015-02-22 16:33:45 -0800,The Town,Central Time (US & Canada) 569655584540266496,negative,1.0,Customer Service Issue,0.6433,United,,F_Mattioli,,0,@United and here i thought American was bad. Horrible Service. Over 2:30 min Late Flight. No excuse!,,2015-02-22 16:30:49 -0800,"Martinsburg,WV",Eastern Time (US & Canada) 569654946179579904,negative,1.0,Late Flight,1.0,United,,jesuisJOse,,0,@united UA1565 IAH -> SJO is delayed by like 1.5 hours. Crazy!,,2015-02-22 16:28:17 -0800,New York | Chicago,Eastern Time (US & Canada) 569654749055864832,negative,1.0,Customer Service Issue,0.6756,United,,onemanvariety,,0,@united I don't know my flight details bc I need to explore some options which I'm unable to do bc the site won't let me.Seems to be ongoing,,2015-02-22 16:27:30 -0800,"driving, probably",Quito 569654709964836865,negative,1.0,Late Flight,0.6735,United,,bobgiolito,,0,@united How about free wifi when your flights delayed? Only 20 mins allowed!,,2015-02-22 16:27:21 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569654439646269440,neutral,1.0,,,United,,IamTamica,,0,@united I did. they told us the wrong carousel number.,,2015-02-22 16:26:16 -0800,moving forward... ,Eastern Time (US & Canada) 569654428636049408,neutral,0.6705,,0.0,United,,AlexColIins,,0,@united no thanks,,2015-02-22 16:26:14 -0800,michigan ,Eastern Time (US & Canada) 569653506291818496,negative,1.0,Lost Luggage,1.0,United,,LaHauser,,0,@united CDG-LAS 42 hours. And my luggage is in SFO. I've been wearing the same clothes for 42 hours. Thank you. #flythefriendlyskies,"[36.08655568, -115.1394417]",2015-02-22 16:22:34 -0800,,Paris 569652316816719873,negative,1.0,Late Flight,0.6722,United,,scottychadwick,,1,@united this airline is a joke my friends been trapped in houston since 7am sat and have no flight in sight #unitedworstever #trappedhouston,,2015-02-22 16:17:50 -0800,,Eastern Time (US & Canada) 569652058518908928,negative,1.0,Can't Tell,1.0,United,,aminghadersohi,,0,@united why do you hate your passengers?,,2015-02-22 16:16:49 -0800,"San Francisco, CA", 569651548881465345,negative,1.0,Bad Flight,0.6522,United,,FernHeinig18,,0,@united how can a plane that has been sitting in a hanger all day have numerous mechanical problems. Doesn't anyone actually do maintenance,,2015-02-22 16:14:47 -0800,, 569651277916999680,negative,1.0,Late Flight,1.0,United,,reccewife,,0,.@united in the future when delay causes 15 hour wait (slept night in airport) ensuring seating choice for replacement flight would be good.,,2015-02-22 16:13:42 -0800,"Kingston, Canada",Mountain Time (US & Canada) 569650401085157376,negative,1.0,Late Flight,1.0,United,,CrowdSafetyNI,,0,@united is my flight delayed? It keeps changing between delayed and not??? If delayed is checkin time Late Flightr??? http://t.co/NTUIx5dbYR,,2015-02-22 16:10:13 -0800,Northern Ireland,London 569650320613052416,negative,1.0,Late Flight,1.0,United,,trinjw,,0,@united what a long day of delays. Please get us to Dallas tonight!!!! Fingers crossed!!! #winterstorm2015 #whichisworsedenordfw.,,2015-02-22 16:09:54 -0800,, 569649820798881792,negative,1.0,Late Flight,0.3516,United,,BrittanyWolgast,,0,@united -How is it that all my flight times were changed without any official notification? Almost missed my flight this morning. Not cool!,,2015-02-22 16:07:55 -0800,,Central Time (US & Canada) 569649806202642432,negative,1.0,Lost Luggage,1.0,United,,Spencerklein,,0,@united they had record of it being at Denver on the concourse prior to me gettin on the shuttle. I just want to confirm its location,,2015-02-22 16:07:52 -0800,,Eastern Time (US & Canada) 569649006986407936,neutral,1.0,,,United,,jrmcirvin,,0,@united #LAX #sunrise UAL212 LAX-JFK,,2015-02-22 16:04:41 -0800,,Central Time (US & Canada) 569648584909434880,neutral,0.6477,,0.0,United,,Spencerklein,,0,@united ...would be on the next flight to Hayden/steamboat,,2015-02-22 16:03:00 -0800,,Eastern Time (US & Canada) 569648492190179328,negative,0.6327,Lost Luggage,0.6327,United,,Spencerklein,,0,@united we needed to be at steamboat for a meeting by 3pm so we took a shuttle. The United customer service people said the bag would be on,,2015-02-22 16:02:38 -0800,,Eastern Time (US & Canada) 569647694005870592,negative,1.0,Customer Service Issue,0.6614,United,,aminghadersohi,,0,"@united, there is no good word for describing how angry and pissed off of a customer you have made me.",,2015-02-22 15:59:28 -0800,"San Francisco, CA", 569647615194898432,negative,1.0,Customer Service Issue,0.6966,United,,ImagesbyTLP,,1,"@united Late Flight 2014 and 2015 are huge step towards decline in service, and your agents, not all, are as arrogant as ever. #UnitedAirlines",,2015-02-22 15:59:09 -0800,earth,Pacific Time (US & Canada) 569647413285265408,positive,1.0,,,United,,JennyLeeinDC,,0,@united Denver baggage handlers you totally impressed us today. Our lungs barely made the run to connect but our bags had no problem! #DEN,,2015-02-22 15:58:21 -0800,DC,Eastern Time (US & Canada) 569647347547955200,negative,1.0,Late Flight,0.6838,United,,aminghadersohi,,0,"@united flight 3870 to Newark, stuck in the runway. About to miss my connection and they are just sorry for my inconvenience!!!!!!",,2015-02-22 15:58:05 -0800,"San Francisco, CA", 569647174277042176,negative,1.0,Late Flight,0.6316,United,,jtromano,,0,@united false.,,2015-02-22 15:57:24 -0800,STL,Central Time (US & Canada) 569646538814824449,negative,1.0,Customer Service Issue,0.3502,United,,aminghadersohi,,0,"@united sitting on the runway in Newark, they won't let the plane to a gate. My connection boards in 1 minute. @united hates us all.",,2015-02-22 15:54:53 -0800,"San Francisco, CA", 569646535215939585,positive,1.0,,,United,,JetSetterJD,,0,"@united thanks, it was my first time in a United lounge and felt welcomed.",,2015-02-22 15:54:52 -0800,,Pacific Time (US & Canada) 569646446586171392,negative,1.0,Customer Service Issue,0.6657,United,,reccewife,,0,".@united all other ANA ticket holders get to use the lounge, too. But not us. Because United booked us. #grumpykim",,2015-02-22 15:54:31 -0800,"Kingston, Canada",Mountain Time (US & Canada) 569646005315973120,neutral,1.0,,,United,,TSAmedia_RossF,,0,"@united Good evening, UA. Can you assist with an issue via DM?",,2015-02-22 15:52:45 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569645582387556352,negative,1.0,Late Flight,1.0,United,,Meatus_prime,,0,@united Never had a flight delayed an hour due to an unbalanced load. And more delays at @flyLAXairport. Great job idiots.,,2015-02-22 15:51:05 -0800,,Pacific Time (US & Canada) 569645368075554818,negative,1.0,Can't Tell,0.6879,United,,ImagesbyTLP,,0,@united 100. % failure in 2015 #UnitedAirlines,,2015-02-22 15:50:13 -0800,earth,Pacific Time (US & Canada) 569645065792069632,positive,0.66,,,United,,SmashMastr,,0,@united can Cancelled Flight my flight anytime if this is where they keep me for the night.. http://t.co/avRTOWTyzk,"[41.92992293, -87.66944213]",2015-02-22 15:49:01 -0800,Chicago, 569645048696053761,negative,1.0,Late Flight,0.6522,United,,ImagesbyTLP,,0,"@united you guys suck, 2 1/2 delay to get out of ers and didn't even have curtesy to let me know, #UnitedAirlines",,2015-02-22 15:48:57 -0800,earth,Pacific Time (US & Canada) 569644957188939777,negative,1.0,Flight Attendant Complaints,1.0,United,,michaelvandijk1,,0,"@united Unfortunately had a bad experience flying with you on Saturday. Inpolite crew, bad delays.",,2015-02-22 15:48:35 -0800,Nederland,Amsterdam 569644171331538945,negative,1.0,Bad Flight,0.3556,United,,mamijeanna,,0,@united seriously? 45 min on the plane at bhm and now 30 min in baggage and still no bags? #worstairlineever,,2015-02-22 15:45:28 -0800,, 569643671198572544,positive,0.6893,,0.0,United,,__XT,,0,@united thanks for updating me about the 1+ hour delay the exact second I got to ATL. 🙅🙅🙅,,2015-02-22 15:43:29 -0800,,Eastern Time (US & Canada) 569642899828133888,negative,0.6633,Flight Booking Problems,0.3634,United,,reccewife,,0,@united but we are on All Nippon now (booked by United to replace the one we missed).,,2015-02-22 15:40:25 -0800,"Kingston, Canada",Mountain Time (US & Canada) 569642078990258176,negative,0.6703,Can't Tell,0.3626,United,,kaf_silva,,0,@united what is this subtlety gate changes? Are you kidding with me?,,2015-02-22 15:37:09 -0800,, 569642063005753344,negative,1.0,Flight Attendant Complaints,1.0,United,,FlyRightSeat10,,0,"@united been good 15yr ""friendly skies"" relationship. 2day agent told me I'm ""only Canadian"" and thus not good enough for military preboard",,2015-02-22 15:37:05 -0800,Canada,Eastern Time (US & Canada) 569641805073031168,negative,0.6966,Customer Service Issue,0.3596,United,,DanVidayo,,0,@united yes was trying to upgrade my seat. Now there are no available spots,,2015-02-22 15:36:04 -0800,Earth,Indiana (East) 569641735086858240,negative,0.6934,Can't Tell,0.35200000000000004,United,,rikrik__,,0,“@united: @rikrik__ What made you come to this? Can we help you with anything? ^JP” inconvience*,,2015-02-22 15:35:47 -0800,Saint Louis,Central Time (US & Canada) 569641686101585921,neutral,1.0,,,United,,rikrik__,,0,"“@united: @rikrik__ What made you come to this? Can we help you with anything? ^JP” free tickets , for the i convince .",,2015-02-22 15:35:36 -0800,Saint Louis,Central Time (US & Canada) 569641615721140224,negative,1.0,Customer Service Issue,1.0,United,,rikrik__,,0,“@united: @rikrik__ What made you come to this? Can we help you with anything? ^JP” the service just hasn't been great.,,2015-02-22 15:35:19 -0800,Saint Louis,Central Time (US & Canada) 569641607584206850,negative,1.0,Can't Tell,0.6533,United,,tunkuv,,0,".@united I think not. I'm not flying you again, if I can help it.",,2015-02-22 15:35:17 -0800,New York,Eastern Time (US & Canada) 569641346316640256,positive,1.0,,,United,,DJTouf,,0,@united Resolved. Over hour of work on ground & somehow the system reset itself during takeoff. I appreciate the quick response/service.,"[41.97890473, -87.91027352]",2015-02-22 15:34:15 -0800,"Buffalo, NY", 569641326536462336,negative,1.0,Bad Flight,0.3697,United,,BeyondStatusQuo,,0,@united always a fucken nightmare with your airline. #fail #lazy #alwaysLate Flight #worstairlineever,,2015-02-22 15:34:10 -0800,Los Angeles ,Pacific Time (US & Canada) 569641319712169984,negative,0.3608,Flight Attendant Complaints,0.3608,United,,reccewife,,0,"@united we were told when we checked in, as soon as we were allowed to, that there are no other seats available on the plane except middle.",,2015-02-22 15:34:08 -0800,"Kingston, Canada",Mountain Time (US & Canada) 569641234769309696,negative,1.0,Bad Flight,0.6297,United,,Juliaweinerman,,0,@united EVERYTIME I fly UR airline I hate you even more ! Thanks for the terrible service on flight 1071,,2015-02-22 15:33:48 -0800,, 569641125243301888,negative,1.0,Flight Booking Problems,1.0,United,,davedittrich,,0,".@united Really? Was bumped down from Gold status, asked to pay $$ to keep it, and get fewer miles... How is that worth it?",,2015-02-22 15:33:22 -0800,,Pacific Time (US & Canada) 569640998491578369,negative,1.0,Can't Tell,1.0,United,,BeyondStatusQuo,,1,@united you always surprise me with the awfulness of your airline. You guys suck. #worst,,2015-02-22 15:32:52 -0800,Los Angeles ,Pacific Time (US & Canada) 569640163393073152,negative,1.0,Can't Tell,0.6596,United,,DRVerges,,0,@united that I would get on early enough to not have to green tag. but no go. if not for Otis I would be still sitting at ORD,,2015-02-22 15:29:33 -0800,Chicago,Central Time (US & Canada) 569640141989552128,positive,1.0,,,United,,rhettmcpeake,,0,@united and to add to my earlier tweet. This was my daughters 5th Bday present. Thank you for the hard work and making it happen.,,2015-02-22 15:29:27 -0800,Pittsburgh , 569639854277066752,positive,0.6599,,,United,,DRVerges,,0,@united you have a guy named Otis at ORD that knows what #customerservice is. he was able to get my bag to me. I upgraded just to be sure,,2015-02-22 15:28:19 -0800,Chicago,Central Time (US & Canada) 569639823734128640,negative,0.6721,Can't Tell,0.3361,United,,JessLisaM,,0,"@united @lpdstock tweet bots obviously don't get sarcasm, making computers more and more like real people.",,2015-02-22 15:28:12 -0800,,Central Time (US & Canada) 569639780276953088,positive,0.7068,,0.0,United,,rhettmcpeake,,0,"@united you all do a wonderful job today. Got my wife, daughter, and myself from PGH to Orlando after out flight was delayed luggage and all",,2015-02-22 15:28:01 -0800,Pittsburgh , 569639640170254336,negative,1.0,Customer Service Issue,1.0,United,,baj2081,,0,@united customer service what's That???,,2015-02-22 15:27:28 -0800,, 569639294152806400,negative,1.0,Customer Service Issue,0.672,United,,immersiveg,,1,"@united -- overFlight Booking Problems planes, Departing delayed, Returning for 'more quick fixes' & breaking out attitudy-customer service? #worstairline",,2015-02-22 15:26:05 -0800,Los Angeles,Pacific Time (US & Canada) 569639288649883648,neutral,1.0,,,United,,FAiRChicago,,0,"@united @jeffsmisek @RobertFor39 @Fioretti2ndWard @garcia4chicago FAA invest near miss on O'Hare runway last wk:http://t.co/jVJ73ZZa4A","[41.9763291, -87.73856403]",2015-02-22 15:26:04 -0800,"Chicago, IL", 569638675170131968,negative,1.0,Customer Service Issue,0.3609,United,,cslhilo,,0,@united Pay for a cab back to the airport to show baggage dept. my wet shirts and suit is not a viable option. 2nd time this has happened!!,,2015-02-22 15:23:38 -0800,"Hilo, HI",Hawaii 569638419384528897,negative,1.0,Can't Tell,0.3384,United,,ericaswerdlow,,1,"@united that's what you have said for years, you are losing customers!!!!!!",,2015-02-22 15:22:37 -0800,Chicago,Central Time (US & Canada) 569638013287862273,neutral,1.0,,,United,,ChrisOneputt91,,0,@united I am UA elite Gold and have a UA Chase pres. plus credit card. How many EQM's do I need to get Platinum Elite!,,2015-02-22 15:21:00 -0800,, 569637373853745152,negative,1.0,Customer Service Issue,1.0,United,,FernHeinig18,,1,@united. Once again your lack of customer centricity us astounding,,2015-02-22 15:18:27 -0800,, 569637147067551746,negative,0.6484,Cancelled Flight,0.6484,United,,mgmcg16,,0,@united now this http://t.co/uygeW2Nosr,,2015-02-22 15:17:33 -0800,, 569636929165242368,negative,1.0,Customer Service Issue,1.0,United,,erikmkeith,,0,"@united Would be nice if @staralliance partner tickets that don't provide full PQM credit are more obvious before purchase. Lost 1,200 miles",,2015-02-22 15:16:41 -0800,"Leesburg, VA, USA",Quito 569636454869151744,positive,0.3558,,0.0,United,,CDNTravelGuy,,0,@united nope. Even better there were 4 seats. And due to W&B first to raise hands got to move up. I wasn't fast enough.,,2015-02-22 15:14:48 -0800,Toronto Area,Eastern Time (US & Canada) 569636013443719169,negative,1.0,Late Flight,0.6907,United,,DruskinMichael,,0,@united now maintenance issues with flight 5639 and more issues with passengers that will miss connections needing to get off,,2015-02-22 15:13:03 -0800,, 569635707746160642,positive,0.6735,,,United,,koploperfan1992,,0,@united look at this beauty 😉 dc-10 united airlines 😉 Hope you like this beauty 😉 http://t.co/NS1aCFqCdQ,"[51.3228191, 5.3576225]",2015-02-22 15:11:50 -0800,Winterfell, 569635623348215808,negative,1.0,Bad Flight,1.0,United,,djflacoflash,,1,@united seriously what's with the slow #wifi on this flight! If the speed was going to change for the worse then the price shouldn't go up!,,2015-02-22 15:11:30 -0800,Everywhere, 569635389289459712,negative,1.0,Can't Tell,0.3684,United,,gtotheoff,,1,". @united 5 hours, 3 gates, and 3 planes Late Flightr still not an update, explanation, or apology to be had. #WorstAirlineEver #UnitedAirlines",,2015-02-22 15:10:34 -0800,,Central Time (US & Canada) 569635090214449152,negative,1.0,Flight Attendant Complaints,0.6631,United,,mathardin,,0,"@united your gate attendant had some snobby remarks, your customer service is like playing poker with my sisters kids!",,2015-02-22 15:09:23 -0800,Corpus Christi, 569635077623148545,negative,1.0,Flight Attendant Complaints,0.3626,United,,kannanlakshmi,,0,"@united Poor cabin luggage service on UA1266 to BOS, I was forced to check in even when there was empty space for bags in the overhead!",,2015-02-22 15:09:20 -0800,"Cambridge, MA",Eastern Time (US & Canada) 569634833917452288,neutral,0.6925,,0.0,United,,D_WaYnE_01,,0,"@united when I click that link it wants my flight info. I haven't booked a flight yet. I read you waive fees for military, it this true?",,2015-02-22 15:08:22 -0800,, 569634748177514496,negative,1.0,Lost Luggage,1.0,United,,jprice9227,,0,"@united no, we still have not heard anything from anyone at @united or the @ErieAirport",,2015-02-22 15:08:01 -0800,, 569634385823182852,negative,1.0,Flight Booking Problems,1.0,United,,onemanvariety,,0,@united every time I search a flight your site logs me out and gives error message. About to book on a different airline and Cancelled Flight my card.,,2015-02-22 15:06:35 -0800,"driving, probably",Quito 569634350930636800,negative,1.0,Cancelled Flight,1.0,United,,Spencerklein,,0,@united so the last seg of my flight from Denver (DEN) to hayden/steamboat (HDN) for 8am got Cancelled Flightled and I need help finding my luggage,,2015-02-22 15:06:27 -0800,,Eastern Time (US & Canada) 569634229627297793,negative,1.0,Late Flight,0.6997,United,,YelpPittsburgh,,0,@united 8 hours Late Flightr and I'm siting on another plane waiting to leave. I think a credit is in order for this terrible service!,,2015-02-22 15:05:58 -0800,"Pittsburgh, PA",Quito 569633545737490433,neutral,0.6967,,0.0,United,,TheFireTracker2,,0,@united I'll let you know week after next when I do another coast-coast RT again.,,2015-02-22 15:03:15 -0800,Global- Mostly Silicon Valley,Pacific Time (US & Canada) 569632550873915392,negative,1.0,Lost Luggage,0.6526,United,,bfunai,,0,@united We waited 40 min for our bags after a 45 min flight #nomorecheckedbags,,2015-02-22 14:59:18 -0800,"Chicago, Illinois",Central Time (US & Canada) 569632420468625408,negative,0.6524,Bad Flight,0.35600000000000004,United,,LisaAkey,,0,@united now let there also pls be in-flight live TV on UA469 DEN-EWR so I can watch the #Oscars ??,"[43.56768225, -116.22061173]",2015-02-22 14:58:46 -0800,"ÜT: 41.88849,-87.6282", 569632200913604608,negative,0.6737,Cancelled Flight,0.6737,United,,Fly_Shreveport,,0,"@United​ has Cancelled Flighted 1 arrival into SHV tonight & the 1st departure flight on Mon, Feb 23rd. Check with your airline for flight status.",,2015-02-22 14:57:54 -0800,"Shreveport, Louisiana",Central Time (US & Canada) 569631508379664384,positive,1.0,,,United,,DrupalRuth,,0,@united it was such a lovely part of this long day - attendants on UA5168 (most) /UA795 were beyond exceptional today. #GiveThoseLadiesRaise,"[38.95201335, -77.44443882]",2015-02-22 14:55:09 -0800,"Portland, Zurich, Richmond",Pacific Time (US & Canada) 569631350304731136,neutral,0.6694,,,United,,wfmayo,,0,@united 4 open seats in 1st class on UA 2065. Way to honor your upgrade policy for freq flyers and/or honor an employee with an upgrade.,,2015-02-22 14:54:31 -0800,"Vienna, VA",Eastern Time (US & Canada) 569631041356320768,positive,0.6697,,,United,,scottdraeger,,0,@united I trust you enough to put my coat in my checked bag!,,2015-02-22 14:53:18 -0800,Chicagoland,Central Time (US & Canada) 569631027385245696,negative,1.0,Lost Luggage,1.0,United,,liveitup09,,1,@united yes I have & they're unsure when it would come.This has never happened on any airline and my first time with @united #disappointed,,2015-02-22 14:53:14 -0800,,Atlantic Time (Canada) 569630987858132992,negative,1.0,Bad Flight,0.3371,United,,anuaimi,,0,@united of course. But interesting how United doesn't seem to have a good sense on what's happening with flight,,2015-02-22 14:53:05 -0800,Toronto,Eastern Time (US & Canada) 569630959718551552,negative,1.0,Flight Booking Problems,0.6658,United,,gtotheoff,,0,@united pushing five hours and my time is worth nothing to you. reFlight Booking Problems not an option unfortunately.,,2015-02-22 14:52:58 -0800,,Central Time (US & Canada) 569630837538361344,positive,0.6775,,,United,,achoifitz,,0,"@united finally made it to rep, who solved my problem.",,2015-02-22 14:52:29 -0800,Europe - America,Central Time (US & Canada) 569630050972143616,negative,1.0,Can't Tell,0.6333,United,,danny_9_9,,0,@united you guys are complete ass,,2015-02-22 14:49:22 -0800,, 569629990129520641,positive,1.0,,,United,,LisaAkey,,0,@united thanks gate agent extraordinaire Seau Fong for helping me get re-booked out of Boise and (hopefully) home to NYC sometime tonight!,"[43.56764134, -116.22089932]",2015-02-22 14:49:07 -0800,"ÜT: 41.88849,-87.6282", 569629819559747585,negative,1.0,Customer Service Issue,1.0,United,,kenny_khoo,,0,@united why are your agents working so slowly to rebook people who are on #UA1481. We have all wasted an entire day at STT.,"[0.0, 0.0]",2015-02-22 14:48:26 -0800,"London, ON",Quito 569629692661268480,positive,1.0,,,United,,jakejrssherry,,0,@united Thank y'all for being an amazing airline who knows how to treat their customers. you guys rock!,,2015-02-22 14:47:56 -0800,,Atlantic Time (Canada) 569629228225859584,neutral,0.6489,,0.0,United,,thefarb,,0,@united you friend's flt from ase to Denver is Cancelled Flightled for tomorrow. Can you help with rebook?,,2015-02-22 14:46:05 -0800,"ÜT: 39.39339,-76.762595",Eastern Time (US & Canada) 569629019412557826,negative,1.0,Bad Flight,0.708,United,,RichGoldstein,,0,@united - Plane came in with broken seat. Rather than fix it they put a broken sign on it and separated me from my kids.,,2015-02-22 14:45:16 -0800,New York, 569628591475924994,negative,1.0,Late Flight,1.0,United,,kaobrien812,,0,@united worst flying experience ever and they tried to blame it on ATC?! I watched them load bags for 30min after boarding 45min Late Flight,,2015-02-22 14:43:34 -0800,"Medford, MA", 569628499549548545,neutral,0.6733,,,United,,joelrwilliams1,,0,@united used to (still do?) let you listen to flight radio...I often did...interesting to me #TCMParty #CE3K #31DaysOfOscar,,2015-02-22 14:43:12 -0800,"Greensboro, NC",Eastern Time (US & Canada) 569627778892443648,positive,0.7142,,,United,,jesuisJOse,,0,@united went to Customer Service kiosk and they were able to help out! Still thanks for following up!,,2015-02-22 14:40:20 -0800,New York | Chicago,Eastern Time (US & Canada) 569627490672517120,negative,1.0,Cancelled Flight,0.6337,United,,tyguybye,,0,@united have you read your own same day travel change policy?,,2015-02-22 14:39:11 -0800,, 569627005852917762,negative,1.0,Bad Flight,0.6211,United,,RPun,,0,"@united your b737-800w literally the smallest seats I have ever have, my dad got stuck In the tiny bathroom ad well #disspointed #premier1k",,2015-02-22 14:37:16 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569626978397134848,neutral,0.6117,,0.0,United,,BUlizard,,0,@united AND WE GOT ZERO VOUCHERS FOR HOTEL OR CAB. I expect some SERIOUS mileage credits.,,2015-02-22 14:37:09 -0800,, 569626849183035392,positive,0.66,,,United,,krisrice,,0,@united nope all set. Thx for checking.,,2015-02-22 14:36:38 -0800,"Bedford, NH",Pacific Time (US & Canada) 569626655527981058,neutral,1.0,,,United,,nbhdsheila,,0,@united +the plane.,,2015-02-22 14:35:52 -0800,Boston,Eastern Time (US & Canada) 569626585365671938,negative,1.0,Cancelled Flight,0.6729999999999999,United,,nbhdsheila,,0,"@united my flight was already Cancelled Flightled this morning because of a ""snow storm in Denver"". And now I'm in DC waiting for a pilot to get on+",,2015-02-22 14:35:35 -0800,Boston,Eastern Time (US & Canada) 569626297116176384,negative,1.0,longlines,0.6454,United,,mgsaldana,,0,@united still sucks. I don't understand why you have two cust service agents for a long line at Houston international b gate #unitedsucks,,2015-02-22 14:34:27 -0800,,Central Time (US & Canada) 569625953602834433,negative,1.0,Late Flight,0.6477,United,,iamchriswoody,,0,"@united the most frustrating flying experience. One continuous ""I dunno what time you will leave today. "". Dunno?! That's code for ...?",,2015-02-22 14:33:05 -0800,Richmond Virginia ,Eastern Time (US & Canada) 569625419097313282,positive,1.0,,,United,,BigJosh797,,0,"@united on 2/20 Denver AP, gate B91 (destination Santa Fe), agent Ashley did an amazing job in the face of an angry traveler. Kudos.",,2015-02-22 14:30:57 -0800,"Houston, Texas",Central Time (US & Canada) 569625173176901632,negative,0.6891,Late Flight,0.6891,United,,mathardin,,0,@united has an United flight ever been on time. #americanisbetter,,2015-02-22 14:29:59 -0800,Corpus Christi, 569624909501984768,negative,1.0,Bad Flight,0.6508,United,,mathardin,,0,@united I'd rather spend two days in the back seat of a Volkswagen than two hours on your plane! #disgruntled #whatacluster,,2015-02-22 14:28:56 -0800,Corpus Christi, 569624798860587008,negative,1.0,Late Flight,1.0,United,,nbhdsheila,,0,@united my flight was supposed to depart to Boston at 4:36 and now it's departing at 6:30 due to issues with finding a pilot. Thanks a lot!!,,2015-02-22 14:28:29 -0800,Boston,Eastern Time (US & Canada) 569623889686482944,negative,0.6464,Customer Service Issue,0.6464,United,,Ofbikesandbirds,,0,@united I suppose your customers enjoy screaming toddlers then. Not my problem if someone complains!,,2015-02-22 14:24:53 -0800,, 569623343424413697,negative,1.0,Can't Tell,1.0,United,,mathardin,,0,"@united you could give me free flights for life, and I'd still choose to purchase my tickets from a competitor.",,2015-02-22 14:22:42 -0800,Corpus Christi, 569623171210436608,negative,1.0,Can't Tell,0.6742,United,,mathardin,,0,@united The first time I flew United was horrible thought I would give you a second chance. There will NOT be a third! #disgruntled,,2015-02-22 14:22:01 -0800,Corpus Christi, 569622678228705280,negative,0.6852,Customer Service Issue,0.3453,United,,JTraxxNYC,,0,@united flight from san fransico to jfk was evacuated why?,,2015-02-22 14:20:04 -0800,"WASHINGTON HEIGHTS, NYC ",Pacific Time (US & Canada) 569621598849748993,negative,1.0,Late Flight,1.0,United,,no_patients,,0,"@united 4994 out of Jackson, Wyoming... Delayed by no pilots.. Full toilets.. Deplaned 2ndary to mechanical fail.. Cancelled Flightled flight pending",,2015-02-22 14:15:46 -0800,, 569621528951660545,negative,1.0,Can't Tell,1.0,United,,alysabaker,,0,@united is by far THE WORST airline I've ever had the misfortune of flying with in all the 44 countries I've flown to!!! It's outrageous!,,2015-02-22 14:15:30 -0800,"ÜT: 50.97861,-114.000116",Mountain Time (US & Canada) 569621349095702528,negative,1.0,Lost Luggage,1.0,United,,poweroflindsey,,0,"@united ... I want my bag off flight 1142, what do I do now?","[39.8586527, -104.6718518]",2015-02-22 14:14:47 -0800,Ft Collins , 569620944160886784,negative,1.0,Late Flight,1.0,United,,baj2081,,0,@united thanks for causing us to miss our connection and now a 6hour delay #flydeltanexttime,,2015-02-22 14:13:10 -0800,, 569620902742233088,neutral,1.0,,,United,,D_WaYnE_01,,0,@united I do not see where it talks about military baggage fees. Can you please guide me. Thanks,,2015-02-22 14:13:00 -0800,, 569620432204267520,negative,1.0,Can't Tell,1.0,United,,BUlizard,,0,@united I hope you lose the next govt contract,,2015-02-22 14:11:08 -0800,, 569620382023622657,negative,1.0,Lost Luggage,1.0,United,,jprice9227,,0,@united lost my bags and there was a flight from Chi to Eri that landed over 1.5 hrs ago...yet still have zero updates?? #UnitedAirlinesSux,,2015-02-22 14:10:56 -0800,, 569620354781425665,negative,1.0,Can't Tell,0.6693,United,,kaf_silva,,0,@united i will just send my confirmation number when I get home safe and sound. This is why i pay so expensive services to you!,,2015-02-22 14:10:50 -0800,, 569620098467569664,negative,1.0,Lost Luggage,1.0,United,,OScotty73,,0,@united the bag is in a state that I didn't travel to and the airports don't fly to each other. Looks like it'll never show,,2015-02-22 14:09:49 -0800,,Central Time (US & Canada) 569620002652889088,negative,1.0,Can't Tell,0.69,United,,kaf_silva,,0,@united ridiculous! I have to be refunded whenever I get at my final destination or not!,,2015-02-22 14:09:26 -0800,, 569619557360381952,negative,1.0,Late Flight,1.0,United,,kaf_silva,,0,@united stay more than 24h traveling ans sleeping on the airports floor,,2015-02-22 14:07:40 -0800,, 569619545893306369,negative,1.0,Late Flight,1.0,United,,directeng62,,0,@united seriously? UA 806. Delayed because of the copilot isn't here? For 1.5 hours and he is only flying from Raleigh? Disappointing,,2015-02-22 14:07:37 -0800,, 569619325230960641,negative,0.7071,Can't Tell,0.7071,United,,BUlizard,,0,@united seriously. This is just complete bs.,,2015-02-22 14:06:44 -0800,, 569619208884977664,negative,1.0,Lost Luggage,0.65,United,,paul27k,,0,"@united, we've been waiting for over an hour for our luggage- what gives?","[40.69672337, -74.17710665]",2015-02-22 14:06:17 -0800,, 569619205298855936,negative,1.0,Customer Service Issue,0.6452,United,,kaf_silva,,0,@united the costumer services here at Denver Intl Airport is ridiculous bad!,,2015-02-22 14:06:16 -0800,, 569619171866222592,negative,1.0,Customer Service Issue,1.0,United,,BUlizard,,0,@united Lied to my face at the gate about upgrades. Thanks. #badservice #unitedsucks,,2015-02-22 14:06:08 -0800,, 569619001820590081,negative,1.0,Customer Service Issue,0.67,United,,kaf_silva,,0,@united I have proof that my situation now is due to company mistake,,2015-02-22 14:05:27 -0800,, 569618884355092480,negative,1.0,Can't Tell,0.6915,United,,Lmuschel,,0,@united ouch not fair,,2015-02-22 14:04:59 -0800,, 569618868441722882,negative,1.0,Customer Service Issue,0.6809,United,,segallsays,,0,@united is synonymous to with #rude. And #cheap. You really don't know how to value the customer,"[47.4390828, -122.300713]",2015-02-22 14:04:55 -0800,"Houston, TX",America/Chicago 569618829627666432,negative,1.0,Cancelled Flight,0.3393,United,,kaf_silva,,0,@united I have to go back home! I have to use what the company has available. But it's unfair to stay more than 24 h traveling,,2015-02-22 14:04:46 -0800,, 569618440396398592,negative,1.0,Can't Tell,0.6492,United,,jtromano,,0,@united if I miss the #Oscars I'll never fly united again,,2015-02-22 14:03:13 -0800,STL,Central Time (US & Canada) 569618317440208896,negative,1.0,Can't Tell,0.7065,United,,segallsays,,0,@united is the stingiest airline. Nobody should model after them. #PTFO #cheap #bastards #stingy,"[47.4389994, -122.3010208]",2015-02-22 14:02:44 -0800,"Houston, TX",America/Chicago 569617556857851904,negative,1.0,Late Flight,1.0,United,,jtromano,,0,"@united flight delayed...again...every time. ""Maintenance issues""",,2015-02-22 13:59:43 -0800,STL,Central Time (US & Canada) 569617494908002304,positive,1.0,,,United,,kiiimbra,,0,@united I should be fine. They automatically changed my connecting flight for me so I wouldn't miss it. A+ work.,,2015-02-22 13:59:28 -0800,Earth,Eastern Time (US & Canada) 569617083194933248,negative,0.6591,Bad Flight,0.3506,United,,no_patients,,0,@united yes... A ride home would be perfect.. A fete one would assume possible after charging 1600$ for a domestic flight... Ps we deplaned,,2015-02-22 13:57:50 -0800,, 569617064375271424,neutral,1.0,,,United,,BUlizard,,0,@united I'll be calling tomorrow,,2015-02-22 13:57:45 -0800,, 569617019257151488,negative,1.0,Customer Service Issue,0.6856,United,,BUlizard,,0,@united and I was denied an upgrade because of catering issues??? #poorservice,,2015-02-22 13:57:35 -0800,, 569616974256472064,negative,1.0,Bad Flight,1.0,United,,emilyjoynoon,,0,@united--excited to barrel through the sky at 600mph on a 75 ton piece of metal operated by a company that can't get their tiny TVs to work!,,2015-02-22 13:57:24 -0800,Los Angeles,Quito 569616836884619264,negative,0.6694,Flight Booking Problems,0.6694,United,,BUlizard,,0,"@united heard about the voucher/miles credit for Cancelled Flighting my international flight yesterday, but I didn't get an email.",,2015-02-22 13:56:51 -0800,, 569616634601717760,negative,1.0,Bad Flight,0.6774,United,,JoshuaPasch,,0,"@united, maybe don't play the video about how your flights are outfitted w wifi on the flights where wifi isn't working...✈️",,2015-02-22 13:56:03 -0800,NYC,Pacific Time (US & Canada) 569616424995409921,negative,1.0,Lost Luggage,1.0,United,,KHSailing,,1,@united on line baggage system complete rubbish. bag missing 2 days. No meaningful information.,,2015-02-22 13:55:13 -0800,"Solent - Hamble, Lymington",London 569615659333627904,neutral,0.6957,,0.0,United,,Mikeplos,,0,@united...do you still have flat tire policy. Shuttle broke down on way to ORD. Will probably miss the 425pm to CLE...Help please!!,,2015-02-22 13:52:10 -0800,"Erie, PA", 569615644448186369,negative,0.6721,Late Flight,0.3361,United,,richlallen,,0,@united thanks. Just was able to do it on the app myself. Still not customer service to be seen in YYZ,,2015-02-22 13:52:07 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569615215144226816,positive,0.6497,,0.0,United,,steve__chin,,0,"@united thx off the response, finally got through the 45 min wait and talked to someone.",,2015-02-22 13:50:24 -0800,San Francisco Bay Area,Pacific Time (US & Canada) 569614679154143232,negative,1.0,Customer Service Issue,0.6676,United,,AlyssaOMalley,,0,@united so unhelpful... http://t.co/vBfIeo2qJC,"[39.85861469, -104.67233425]",2015-02-22 13:48:17 -0800,"Watertown, MA",Eastern Time (US & Canada) 569614651400585216,negative,1.0,Can't Tell,0.3511,United,,emilyjoynoon,,0,@united I would take the $500 voucher you offered for MISCOUNTING THE # OF SEATS ON YOUR PLANE but that means I would have to fly you again,,2015-02-22 13:48:10 -0800,Los Angeles,Quito 569614009369907200,negative,1.0,Can't Tell,0.3603,United,,CDNTravelGuy,,0,@united - 3 of 6 First seats open on UA5097. No upgrades processed. Gate agents @yyz said their too busy. Not cool http://t.co/6KpyhckA9l,,2015-02-22 13:45:37 -0800,Toronto Area,Eastern Time (US & Canada) 569613554963369985,negative,1.0,Late Flight,1.0,United,,vascaino101,,0,@united @rayja9 flying to las vegas out of Chicago flight is Late Flight and no announcement has been made,,2015-02-22 13:43:49 -0800,, 569613526328717313,negative,1.0,Cancelled Flight,1.0,United,,rayja9,,0,@united I believe. It was Cancelled Flighted yesterday I guess. Goes back to no notification from United about Cancelled Flightlation,,2015-02-22 13:43:42 -0800,, 569613272049012736,negative,1.0,Can't Tell,0.6705,United,,AG1181,,0,"@United - In case you're reading this, UA230, right now, 7D. So many oversized carryons taking up too much room. Enforce your rules.",,2015-02-22 13:42:41 -0800,"New York, NY",Eastern Time (US & Canada) 569612999415111680,negative,1.0,Bad Flight,0.6729,United,,AG1181,,0,"@United is an airline where you pay extra to get a better seat but by the time you board your overbooked flight, there's no overhead space.",,2015-02-22 13:41:36 -0800,"New York, NY",Eastern Time (US & Canada) 569610889214754816,neutral,1.0,,,United,,AbbieBjugstad,,0,"@united Okay, just requested to follow.",,2015-02-22 13:33:13 -0800,, 569610824647626752,positive,0.6735,,,United,,screamingbrat,,0,"@united Thx, just DM'd. Conf #'s MQXC64 & MPWNC2. Any help appreciated",,2015-02-22 13:32:58 -0800,"new york, baby",Eastern Time (US & Canada) 569609923807440896,neutral,0.6495,,,United,,18handicap,,0,@united make sure you take care of @LSUsoftball team & @LSUQuinlanDuhon team. We are 16-0!!!!,,2015-02-22 13:29:23 -0800,anywhere but CStat,Central Time (US & Canada) 569609680961572866,negative,1.0,Late Flight,1.0,United,,YelpPittsburgh,,0,"@united Delayed 7 hrs flight 5721 PIT/IAD, finally board the plane, sit half hour & crew is at their hrs limit & we deplane. Unacceptable.",,2015-02-22 13:28:25 -0800,"Pittsburgh, PA",Quito 569608870429114368,negative,1.0,Customer Service Issue,0.3407,United,,windycityf,,0,@united stuck in YYZ because staff took a break? Not happy 1K....,,2015-02-22 13:25:12 -0800,"Oak Park, IL ",Hawaii 569608866138173440,negative,0.6545,Bad Flight,0.3335,United,,timdrewitt,,0,@United Personal Device Entertainment system is great but with app crashing every 10/15 mins I'm glad it's free for now.,,2015-02-22 13:25:11 -0800,Aylesbury United Kingdom,London 569608734332162048,negative,1.0,Late Flight,1.0,United,,AlyssaOMalley,,0,@united pls stop sending texts every 15mins saying my flight is delayed another 15mins-It's been 3hrs. I usually defend u but this is lame..,,2015-02-22 13:24:39 -0800,"Watertown, MA",Eastern Time (US & Canada) 569608624814698496,negative,1.0,Bad Flight,0.6735,United,,no_patients,,0,"@united agent, ""You should use the bathroom before boarding.. Toilets onboard are full."" Oh you can expected a strongly worded email FUnited",,2015-02-22 13:24:13 -0800,, 569608322925473792,negative,1.0,Customer Service Issue,1.0,United,,abbymrudd,,1,"@united should hire extra customer service reps. 50 minute wait time to ask one question? I would rather just fly another airline, thanks.",,2015-02-22 13:23:01 -0800,"Chicago, IL",Central Time (US & Canada) 569606901325017090,negative,1.0,Cancelled Flight,1.0,United,,GetxGnarly,,0,@united united flight UA3774 after two delays just Cancelled Flightled no explanation & no more flights to Norfolk that aren't booked. Renting a car.,,2015-02-22 13:17:22 -0800,,Atlantic Time (Canada) 569606016070844420,negative,0.3398,Can't Tell,0.3398,United,,emrichards,,0,@united I'll try it. Mileage programs have historically been a lifeline for us world-hungry travelers of moderate means.,,2015-02-22 13:13:51 -0800,"ÜT: 42.986193,-87.914855",Central Time (US & Canada) 569606005618638848,negative,1.0,Bad Flight,0.3615,United,,AbbyTeigland,,0,"@united any way you can help me find a flight to LAS? Stuck in DIA, sat on plane 2 hrs, now been waiting an hour for an update.",,2015-02-22 13:13:49 -0800,,Quito 569605942318231553,negative,1.0,Cancelled Flight,1.0,United,,dlc_dc,,0,@United 50 minute wait times to help with a Cancelled Flightled flight?? Help a guy out?,,2015-02-22 13:13:34 -0800,"Washington, DC via Nebraska",Eastern Time (US & Canada) 569604985110994945,negative,0.6816,Customer Service Issue,0.6816,United,,rayja9,,0,@united I was rebooked but had to take bus from Portland Maine to Boston. Told United does not cover the charge.,,2015-02-22 13:09:45 -0800,, 569604805116563457,neutral,1.0,,,United,,NancyDiaznancyn,,0,@united there is a sector whereby it says $0 in both bags...no bag allowance at all in international flight?,"[-37.8536992, 145.1106176]",2015-02-22 13:09:02 -0800,, 569604655166009345,negative,1.0,Flight Attendant Complaints,1.0,United,,TheFireTracker2,,1,@United You were doing so well until the PHL-SFO flight yesterday. Major miss. Unfriendly Premier cabin crew. Baggage cluster at SFO.,,2015-02-22 13:08:27 -0800,Global- Mostly Silicon Valley,Pacific Time (US & Canada) 569603875671396352,negative,1.0,Lost Luggage,1.0,United,,UK_Petrolhead,,1,"@united Your baggage tracking system is worthless! It tells me nothing about where the bag is, much less what your plans are to get it to me",,2015-02-22 13:05:21 -0800,, 569603669114511360,negative,0.6598,Bad Flight,0.3608,United,,krisrice,,0,@United is offering to reroute my SFO flight to LAX. Might be geography class time.,,2015-02-22 13:04:32 -0800,"Bedford, NH",Pacific Time (US & Canada) 569603236711305216,negative,1.0,Lost Luggage,1.0,United,,liveitup09,,1,@united thank you for letting me down.My luggage is still in Denver but I'm in Phl. #neveragain #flyingwithUS #disappointed #lostacustomer,,2015-02-22 13:02:49 -0800,,Atlantic Time (Canada) 569602975829757952,negative,1.0,Customer Service Issue,0.6759,United,,richlallen,,0,@united can you get me on the delayed flight to EWR out of YYZ at 15:30? No customer service to be found in airport,,2015-02-22 13:01:46 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569602861467885568,negative,1.0,Cancelled Flight,1.0,United,,GetxGnarly,,0,@united flight UA3774 after two delays. just Cancelled Flightled and no more flights to Norfolk that aren't booked. Renting a car.,,2015-02-22 13:01:19 -0800,,Atlantic Time (Canada) 569599713499963394,negative,1.0,Cancelled Flight,0.7185,United,,no_patients,,0,"@united thanks for having no one to pilot my last two flights, and all but stranding me in Houston tonight. Airlines are the absolute worst",,2015-02-22 12:48:49 -0800,, 569599295713890304,negative,1.0,Can't Tell,0.365,United,,bmorrismusic,,0,@united so disgusted and disappointed with united airlines luggage policies and attitude toward musicians. Unacceptable,,2015-02-22 12:47:09 -0800,Ireland, 569598985737867265,negative,1.0,Late Flight,0.6658,United,,poweroflindsey,,0,"@united missing my amazing us bank work conference, not ok. What do I do now?????","[39.8586566, -104.6718497]",2015-02-22 12:45:55 -0800,Ft Collins , 569598457809276928,negative,1.0,Cancelled Flight,0.3804,United,,poweroflindsey,,0,"@united ... frozen lines on flight, not continuing due to 'passenger comfort'? Not ok, sat on the plane as long as a flight to Vegas would !","[39.8586593, -104.6718352]",2015-02-22 12:43:49 -0800,Ft Collins , 569598171082596352,negative,0.6567,Customer Service Issue,0.3398,United,,FarmerFlo,,0,@united my last call your customer service agent called me back... As he was stuck on hold to air Canada.. Just hope he's booked me a flight,,2015-02-22 12:42:41 -0800,Cheltenham, 569598072923123712,negative,0.6772,Lost Luggage,0.6772,United,,benty83,,0,@united you left my bag in Houston last night. It's freezing cold in Memphis. Any idea on when I will see it? Off again tomorrow.,,2015-02-22 12:42:17 -0800,"Melbourne, Australia ",Melbourne 569598047593713665,positive,0.6595,,0.0,United,,Bharrison__,,0,@united this is why I fly @SouthwestAir ... Never have any issues,,2015-02-22 12:42:11 -0800,,Central Time (US & Canada) 569597663953293312,negative,1.0,Customer Service Issue,1.0,United,,Bharrison__,,0,@united has terrible customer service & doesn't feel the need to notify its customers when their flights are delayed,,2015-02-22 12:40:40 -0800,,Central Time (US & Canada) 569596665864130562,negative,1.0,Bad Flight,1.0,United,,ericaswerdlow,,1,"@united I have tried and you have failed. Still no wifi ever, last row in the middle and I fly every week. Thanks for nothing.",,2015-02-22 12:36:42 -0800,Chicago,Central Time (US & Canada) 569596089625661440,positive,1.0,,,United,,MaryStinchfield,,0,@united great flight into PVD. Smallest plane I have ever been on and smoothest landing ever!,,2015-02-22 12:34:25 -0800,Massachusetts , 569595245945597952,negative,1.0,Customer Service Issue,0.6715,United,,danielbyrnes,,1,@united trying to check in for tomorrow's flight. website keeps timing out. what's up?,,2015-02-22 12:31:03 -0800,QCϟDC,Central Time (US & Canada) 569595218401439744,negative,1.0,Customer Service Issue,1.0,United,,rayja9,,0,"@united yes, computer would allow me to get to San Diego quick but customer service will not help. Says can't rebook http://t.co/KcVUbUYExc",,2015-02-22 12:30:57 -0800,, 569593910869127168,negative,1.0,Late Flight,1.0,United,,rmeyers_5,,0,"@United says we had a weather delay in #YXE this morning. The ""weather"" didn't affect any other airline. #UA6136 http://t.co/4JdvK8tCqx","[39.85873319, -104.67372668]",2015-02-22 12:25:45 -0800,Saskatoon,Saskatchewan 569592626300751873,neutral,1.0,,,United,,AbbieBjugstad,,0,@united Do you have Bereavement discount on airfare as my grandfather just passed and need to attend his funeral this week.,,2015-02-22 12:20:39 -0800,, 569592236981284864,negative,1.0,Cancelled Flight,1.0,United,,Laura_GomezRod,,1,"@united It was Cancelled Flightled, none of the passengers were notified. Complete violation of travelers' rights. @AerocivilCol",,2015-02-22 12:19:06 -0800,"Phoneix, AZ",Eastern Time (US & Canada) 569592022635585536,negative,1.0,Cancelled Flight,0.6768,United,,kenny_khoo,,0,@united thanks for ruined my vacation for having poorly maintained aircrafts that can’t fly safely out of STT. #UA1481 #Cancelled Flightledflight,"[0.0, 0.0]",2015-02-22 12:18:15 -0800,"London, ON",Quito 569591954830450688,neutral,1.0,,,United,,Lmuschel,,0,@united in fact he received my boarding pass,,2015-02-22 12:17:59 -0800,, 569591647685775361,neutral,0.6733,,0.0,United,,Lmuschel,,0,@united @Lmuschel he is traveling with me on a sep reservation number F3KxB8,,2015-02-22 12:16:45 -0800,, 569591642367401984,negative,1.0,Customer Service Issue,0.6526,United,,PatrickGrubbe,,1,“@united:That's not something we like to hear. Hopefully our staff can resolve & have you on your way ASAP. ^ML”:3:15 & still not resolved,,2015-02-22 12:16:44 -0800,"Lewis Center, OH",Eastern Time (US & Canada) 569591456190504961,neutral,0.6354,,0.0,United,,tspinnersbride,,0,@united You must follow me in order for me to send you a direct message if that is what you meant.,,2015-02-22 12:16:00 -0800,, 569590151657103360,neutral,0.6423,,0.0,United,,tspinnersbride,,0,@united I don't know what DM the confirmation number means.,,2015-02-22 12:10:49 -0800,, 569589872094289920,negative,1.0,Late Flight,0.6437,United,,samgrobart,,0,"@united Waiting for 3494 EWR-ORD, delayed 47 mins. Might miss 5491 ORD-YWG at 6pm CT. Any room on 5644 ORD-YWG in case I miss connex?",,2015-02-22 12:09:42 -0800,New York NY,Central Time (US & Canada) 569589829735821312,neutral,1.0,,,United,,tspinnersbride,,0,@united What does DM the confirmation @ mean???,,2015-02-22 12:09:32 -0800,, 569589493138731009,negative,1.0,Late Flight,1.0,United,,mbrooke_brooke,,0,"@united - well, now finally on board hopefully we take off this time and quickly. Well over an hour delay!!",,2015-02-22 12:08:12 -0800,, 569589319846854658,negative,1.0,Late Flight,0.3978,United,,mgmcg16,,0,@united I missed my connection already. Then I missed the next flight they put me on. Now I'm going to LAX instead of Hawaii. :(,,2015-02-22 12:07:30 -0800,, 569588138273865728,negative,1.0,Flight Booking Problems,0.6814,United,,saraholbrook,,0,@united reservation was made last July. I want to know why I wasn't reseated. This only happens on international itineraries,,2015-02-22 12:02:49 -0800,, 569588082284101633,negative,1.0,Customer Service Issue,0.6931,United,,tunacan1901,,0,@united line full of worried customers and guy at desk says so sorry you will have to take care of your problems Late Flightr I don't have time.,,2015-02-22 12:02:35 -0800,, 569587787680256001,negative,1.0,Customer Service Issue,0.6637,United,,mgmcg16,,0,"@united There must be 100 people waiting in line for customer service at DEN to deal with flight Cancelled Flightations.",,2015-02-22 12:01:25 -0800,, 569587728607633408,negative,1.0,Lost Luggage,0.6921,United,,DangVanda,,0,"@united, American never had my bags apparently. United never switched them over. Had to go back to United Baggage Service.",,2015-02-22 12:01:11 -0800,STL, 569586471570534400,negative,1.0,Late Flight,0.6634,United,,_Charette_,,0,@united unacceptable. 403 was 90 min Late Flight for a 'missing screw' our flight to Tucson left before we even landed,,2015-02-22 11:56:11 -0800,SE AZ By Way of HV,Mountain Time (US & Canada) 569586373042278400,negative,1.0,Late Flight,0.3594,United,,PatrickGrubbe,,1,"@united CMH gate staff a disaster..#3345 overbooked, no volunteers, no boarding, 20 min Late Flight trying to figure out issue #bringbackrealstaff",,2015-02-22 11:55:48 -0800,"Lewis Center, OH",Eastern Time (US & Canada) 569586179185754113,negative,1.0,Lost Luggage,0.6621,United,,DavidLat,,0,"@united Waiting half an hour for my checked bag at EWR (& that was Priority); disappointing, usually you guys are good.",,2015-02-22 11:55:02 -0800,"New York, NY",Eastern Time (US & Canada) 569584717843943424,negative,1.0,longlines,0.3402,United,,DebraAgFax,,0,@united Are your earnings so low that checkin people have to also be on Tarmac loading bags? JAN,,2015-02-22 11:49:13 -0800,"Brandon, Mississippi",Central Time (US & Canada) 569584561312681984,negative,1.0,Flight Booking Problems,0.3463,United,,vallar9,,1,"@united thank you for dishonoring my upgrade and putting me in a seat I didn't want, all while not even notifying me. Great 1K service 👎",,2015-02-22 11:48:36 -0800,"Morton, IL",Central Time (US & Canada) 569584379258900480,negative,1.0,Can't Tell,0.6667,United,,danny_9_9,,0,@united you guys are gay,,2015-02-22 11:47:53 -0800,, 569583943772610560,negative,1.0,Cancelled Flight,0.6495,United,,rayja9,,0,@united the emails/calls over the past months about flight changes were helpful wish you would have sent them on the Cancelled Flightlation yesterday,,2015-02-22 11:46:09 -0800,, 569582862472577024,negative,1.0,Flight Attendant Complaints,0.6619,United,,mbrooke_brooke,,0,"@united - so they changed depart from 1:45 to 2:00pm & it is now 1:40pm & the Capt. just got off the plane to find a smoothie, 2pm my ass!!!",,2015-02-22 11:41:51 -0800,, 569581977889869825,positive,1.0,,,United,,judaline6,,0,"@united Thanks so much , my passport was recovered",,2015-02-22 11:38:20 -0800,,Quito 569581903965265920,negative,1.0,Customer Service Issue,0.6593,United,,HFShortSeller,,0,@united Thanks for nothing! No Atlanta Lounge? Your Ap says NO. Sure nothing at Terminal T http://t.co/tFjfMSHa2k,,2015-02-22 11:38:02 -0800,, 569580671112388608,neutral,0.6186,,0.0,United,,LMSNaomi,,0,@united no thank you,,2015-02-22 11:33:08 -0800,deep in the ❤ of Texas...,Atlantic Time (Canada) 569580648505020416,negative,0.6628,Late Flight,0.6628,United,,mbrooke_brooke,,0,"@united - tick, tock, tick, tock, it is rapidly approaching the next dream departure of 1:45pm. When is the next fantasy departure time??",,2015-02-22 11:33:03 -0800,, 569580279251255296,negative,1.0,Customer Service Issue,0.7069,United,,rossisd,,0,@united it would make my day if I could take a flight on your airline without any hiccups on your end. Train your employees to communicate,,2015-02-22 11:31:35 -0800,, 569580197709783040,negative,1.0,Bad Flight,1.0,United,,hellmann_kyle2,,0,"@united a baby shit its pants half way through my flight and it smelled like shit, what are you going to do about this?",,2015-02-22 11:31:16 -0800,Michigan, 569580180353609729,negative,1.0,Customer Service Issue,0.6894,United,,tspinnersbride,,0,"@united You cause me to miss my flight telling me it already left when it had not. No empathy from gate staff or crew, no apology. Really?",,2015-02-22 11:31:11 -0800,, 569579962786689024,negative,1.0,Customer Service Issue,1.0,United,,steve__chin,,0,@United rescheduled my return flight from #Japan? Uh why? Trying to call #UnitedAirlines #customerservice - 45 min wait. #fun,,2015-02-22 11:30:20 -0800,San Francisco Bay Area,Pacific Time (US & Canada) 569579575291875328,negative,1.0,Can't Tell,1.0,United,,danny_9_9,,0,@united is by far the worst airline ever 😡😡,,2015-02-22 11:28:47 -0800,, 569579474762608640,negative,0.6897,Lost Luggage,0.6897,United,,DangVanda,,0,"@united, no. Re-booked with American and United said they'd transfer our bags to them.",,2015-02-22 11:28:23 -0800,STL, 569578942543372288,negative,1.0,Late Flight,0.6733,United,,particularmolly,,0,@united I am appalled at your lack of communication during our awful journey on 2/21 EWR to BOS. 4 hr delays need to be explained better.,,2015-02-22 11:26:16 -0800,"Boston, MA",London 569578441508458496,negative,1.0,Customer Service Issue,0.6425,United,,_Charette_,,0,@united I'm DMing my info and no is assisting. My flight home left before m first flight had even landed,,2015-02-22 11:24:17 -0800,SE AZ By Way of HV,Mountain Time (US & Canada) 569578005430984704,negative,1.0,Customer Service Issue,0.6413,United,,karenmel,,0,@united Boston is all self service. Swipe yr own boarding pass at gate. Most difficult: Tag your own bag. Not easy! #ImproveTheProcess,,2015-02-22 11:22:33 -0800,"Mountain View, CA ",Tehran 569577959440257025,neutral,0.6559,,0.0,United,,tmccartney,,0,@united Name correct on original confirmation but spelled wrong on check-in reminder. First name and MI run together. Cause for concern?,,2015-02-22 11:22:22 -0800,,Central Time (US & Canada) 569577455176048642,negative,1.0,Flight Attendant Complaints,0.6684,United,,vickis_secrets,,0,@united more people would catch their flights if your attendants had more help!,,2015-02-22 11:20:22 -0800,?????,Central Time (US & Canada) 569576418855620608,negative,1.0,Lost Luggage,0.3602,United,,tyguybye,,1,"@United no consistency, #Denver agents say no standby with checked baggage citing FAA. Your website policy says otherwise. #time2switch",,2015-02-22 11:16:15 -0800,, 569576395778748416,negative,1.0,Customer Service Issue,1.0,United,,daviswb,,1,Only 14 biz days (18 calendar) to respond to my inquiry @united ? I hope your standards are universally adopted :-/ #BadCustomerService,,2015-02-22 11:16:09 -0800,"Houston, TX", 569574646229684224,negative,1.0,Lost Luggage,1.0,United,,8629Fissile,,0,@united Thanks but why did this occur? You guys had 3 hours extra to get my bag on due to your delay. So that's 7 hours you had. #fail!,,2015-02-22 11:09:12 -0800,,London 569574074936123392,negative,1.0,Late Flight,1.0,United,,laurahotaling,,0,@united so many delays today...What's up with that? Hoping my 12:26pm flight boards soon. #United #premier1K,,2015-02-22 11:06:56 -0800,, 569573704902049793,negative,1.0,Flight Booking Problems,0.6695,United,,KopaKola,,0,"@united your website is fucked up. Now instead of a $416 flight I should’ve had yesterday, it’s $514 today. Thanks.",,2015-02-22 11:05:28 -0800,Dirty Jerz,Eastern Time (US & Canada) 569571772355489792,negative,1.0,Customer Service Issue,1.0,United,,aDeniseHuxtable,,0,@united called back and I've been on hold. What is the issue?! I have a confirmation number and an email that shows how much I've paid,,2015-02-22 10:57:47 -0800,Nueva York,Quito 569571643044929536,negative,1.0,Flight Attendant Complaints,0.6593,United,,fsherfey,,0,"@united I'm not sure how you can help. Your flight experience is terrible, planes are dirty and staff is rude. Start over perhaps?","[37.83520596, -122.25460611]",2015-02-22 10:57:16 -0800,San Francisco,Pacific Time (US & Canada) 569570819757752320,negative,1.0,Customer Service Issue,1.0,United,,aDeniseHuxtable,,0,@united check in and it's still saying I haven't paid. I've called back twice was on hold for 30 minutes then they answered and hung up. I,,2015-02-22 10:54:00 -0800,Nueva York,Quito 569570644632821760,negative,1.0,Customer Service Issue,1.0,United,,aDeniseHuxtable,,0,@united hold for 30 minutes finally got someone and they retook my form of payment and confirmed that my reservation was set. I tried to,,2015-02-22 10:53:18 -0800,Nueva York,Quito 569570477410275328,neutral,1.0,,,United,,AirLabrador,,0,"@united welcome to our world, that's a snow world today. @GooseBayAirport Goose Bay, Labrador, Canada. http://t.co/4kI6Xr67nk",,2015-02-22 10:52:38 -0800,Everywhere,Santiago 569570444027822081,negative,1.0,Flight Booking Problems,0.6742,United,,aDeniseHuxtable,,0,@united I bought a ticket yesterday and received a confirmation. Tried to check in and they said I hadn't paid for it. So I called was on,,2015-02-22 10:52:30 -0800,Nueva York,Quito 569570013964689410,negative,1.0,Late Flight,1.0,United,,ideoeric,,0,"@united delayed because of salt on the floor from previous passengers? The 180 of just just want to fly, don't care about our shoes. Ua649",,2015-02-22 10:50:48 -0800,"San Francisco, CA", 569569639543541762,negative,1.0,Customer Service Issue,0.6454,United,,Jim_Rehbein,,0,"@united @czamkoff It's all about profit, and they don't really give a damn about paying customers!!!! #greed",,2015-02-22 10:49:18 -0800,"Ottawa, Ontario",Eastern Time (US & Canada) 569569272898445313,negative,1.0,Flight Attendant Complaints,0.6837,United,,gabi1985,,0,@united I unfortunately didn't get her name :( she was not nice!,,2015-02-22 10:47:51 -0800,"Washington, DC",Eastern Time (US & Canada) 569569152312213506,negative,1.0,Bad Flight,0.3666,United,,saraholbrook,,0,@united what did you do with my seat. International connection. Seriously?,,2015-02-22 10:47:22 -0800,, 569568300528635906,positive,1.0,,,United,,OmarMohiuddin,,0,@united thanks. Just got on a couple of minutes ago. Great service on flight 479 btw. Please pass it to the team on that flight.,,2015-02-22 10:43:59 -0800,"California, USA",Pacific Time (US & Canada) 569568158584950787,negative,1.0,Lost Luggage,0.6888,United,,Bozboyku1,,0,@united My bag is lost and I can't get ahold of anyone that can help,,2015-02-22 10:43:25 -0800,Lees Summit,Mountain Time (US & Canada) 569568010555432960,negative,1.0,Cancelled Flight,0.6503,United,,Eivind_G,,0,@united Then you delete my return ticket to Europe and blame me for the now show? This airline is a joke. 3 times this happened now.3 times!,"[29.98704632, -95.3378275]",2015-02-22 10:42:50 -0800,"Stavanger, Norway", 569567685719101440,negative,1.0,Customer Service Issue,0.6659,United,,Eivind_G,,0,"@united When my United flight arrives Late Flight and I'm told to re-book my connecting United flight, you characterize that as a ""no show""","[29.98707518, -95.33783524]",2015-02-22 10:41:32 -0800,"Stavanger, Norway", 569567167429128192,positive,1.0,,,United,,LuisCadena,,0,@united your agents (and service) on my weekend trip have been AMAZING!!! Thank you!!,,2015-02-22 10:39:29 -0800,Earth,Central Time (US & Canada) 569566252450107392,negative,1.0,Can't Tell,0.6729,United,,guichaves1989,,0,@united never flying United again! Worst experience ever,,2015-02-22 10:35:51 -0800,,Central Time (US & Canada) 569566232803803136,negative,1.0,Late Flight,0.7141,United,,JoeSchmuck,,0,"@united @TiffanyAndCo @NTrustOpen ah, so that's where the funds to fix the broken plane upon which I sat for 4 hrs on IAH runway went.",,2015-02-22 10:35:46 -0800,San Francisco,Pacific Time (US & Canada) 569565822571679745,neutral,1.0,,,United,,prettytrini22,,0,@united tried that. Cannot figure out where to go to get it.,,2015-02-22 10:34:08 -0800,,Eastern Time (US & Canada) 569565776010567680,negative,1.0,Lost Luggage,1.0,United,,SCVPools,,0,@united cannot direct message you you do not follow us. I want my luggage. Please hep,,2015-02-22 10:33:57 -0800,Southern California and Hawaii, 569565328012763137,neutral,1.0,,,United,,SamChipperfield,,0,@united Did you get your 757 Model?,,2015-02-22 10:32:10 -0800,New Hartley,Casablanca 569564671688118273,negative,1.0,Flight Attendant Complaints,0.3395,United,,rkvl,,0,@united flight 5903 stranded on Tarmac in Chicago. No gates available?! Plane getting very hot and uncomfortable.,"[41.97862209, -87.91469774]",2015-02-22 10:29:34 -0800,"New York, USA",Eastern Time (US & Canada) 569564060678639616,negative,1.0,Late Flight,0.3619,United,,LMSNaomi,,1,@united we rebooked and disappointed we have to wait a whole day to start our vacation. At these fares United should have top notch service,,2015-02-22 10:27:08 -0800,deep in the ❤ of Texas...,Atlantic Time (Canada) 569563698374651904,negative,0.6731,Customer Service Issue,0.3371,United,,SCVPools,,0,@united direct messages not going through please help,,2015-02-22 10:25:42 -0800,Southern California and Hawaii, 569562383489896448,neutral,0.6940000000000001,,0.0,United,,djsox5,,0,"@United why not charge for 2nd carryon instead of checked bag? Less jockeying for overhead space, happier passengers, more ontime departures",,2015-02-22 10:20:28 -0800,"Hingham, MA",Eastern Time (US & Canada) 569562147279253504,negative,0.6515,Flight Booking Problems,0.6515,United,,DanVidayo,,0,@united Adding reservation to iOS app doesn't show up on desktop site when logged in. And miles can't be redeemed for upgrades thru your app,,2015-02-22 10:19:32 -0800,Earth,Indiana (East) 569562133249130496,negative,1.0,Cancelled Flight,0.34299999999999997,United,,LMSNaomi,,1,@united I assume that would be for the other 300 people who have been let down by United? What's worse is plane is here but crew can't fly!!,,2015-02-22 10:19:29 -0800,deep in the ❤ of Texas...,Atlantic Time (Canada) 569561425955332097,negative,1.0,Customer Service Issue,1.0,United,,BBickmire,,0,@united Pushing 2 hours on hold. Priceless. http://t.co/thS10LDY2a,,2015-02-22 10:16:40 -0800,Dallas, 569560633957609472,positive,0.3551,,0.0,United,,swolfhoops,,0,@united will do. Just need to get CVG.... and my bag too. Thanks,"[41.97456785, -87.90563774]",2015-02-22 10:13:31 -0800,"Loveland, Ohio",Atlantic Time (Canada) 569560154619965440,negative,1.0,Customer Service Issue,0.3522,United,,BenHabbel,,0,"@united read the thread. I booked 1st class , now seated at 38E even though United Twtr account confirmed Eco Premium.",,2015-02-22 10:11:37 -0800,New York City,Pacific Time (US & Canada) 569559734199721984,negative,1.0,Lost Luggage,1.0,United,,8629Fissile,,0,@united Hi there bag ID is UA6016053916 can you update me and explain why is occurred when I arrived 4 hours before flight!,,2015-02-22 10:09:57 -0800,,London 569559433887526913,neutral,0.6617,,0.0,United,,Lmuschel,,0,@united doesn't purchasing ticket with a united card give me priority boarding ?,,2015-02-22 10:08:45 -0800,, 569558713079443456,negative,1.0,Late Flight,1.0,United,,LMSNaomi,,0,"@united hi yes need a free hotel stay in Honalulu due to 4 hour delayUA53, since we will miss our second flight to Kauai",,2015-02-22 10:05:53 -0800,deep in the ❤ of Texas...,Atlantic Time (Canada) 569558589628502016,negative,0.6927,Can't Tell,0.6927,United,,4geiger,,0,@united so what's the solution?,,2015-02-22 10:05:24 -0800,Kingwood, 569557763094917120,negative,1.0,Late Flight,0.6737,United,,SCBruinsfan,,0,@united is screwing with my flights again at CAE? Why do you bother having flights here if they never leave on time or get Cancelled Flighted?,,2015-02-22 10:02:07 -0800,"West Columbia,SC",Eastern Time (US & Canada) 569557756597776384,negative,1.0,Customer Service Issue,0.3505,United,,HoustonBlueMan,,0,@united no. I need you to have more than 2 agents at check in.,,2015-02-22 10:02:05 -0800,"Houston, TX",Central Time (US & Canada) 569556796525969409,negative,1.0,Flight Attendant Complaints,1.0,United,,BenHabbel,,0,@united so this did not work out at all!! Incredibly unfriendly ground staff and false promises over Twitter @theairhelper,,2015-02-22 09:58:16 -0800,New York City,Pacific Time (US & Canada) 569556131078475777,positive,1.0,,,United,,WilliGranny,,0,"@united we got it, thanks.",,2015-02-22 09:55:38 -0800,,Central Time (US & Canada) 569555174252896258,negative,1.0,Cancelled Flight,0.6421,United,,Eivind_G,,0,@united The so below skilled staff and inadequate system just deleted my return from Houston to Norway. Shoulder shrugging is all you do..,,2015-02-22 09:51:50 -0800,"Stavanger, Norway", 569555146562080768,positive,0.6633,,,United,,Eivind_G,,0,"@united This is probably the least dependable airline in the Western Hemisphere. @united does not belong in Star Alliance, but SkyTeam",,2015-02-22 09:51:43 -0800,"Stavanger, Norway", 569554937744486400,negative,1.0,Flight Attendant Complaints,0.6952,United,,HoustonBlueMan,,0,@united severely under staffed at Iah.,,2015-02-22 09:50:53 -0800,"Houston, TX",Central Time (US & Canada) 569554916064284672,positive,1.0,,,United,,FrontRowEc,,0,@united amazing hospitality and helpfulness from Anthony Lastella. Great staff 👏👏👏✈️ def flying #united again.,,2015-02-22 09:50:48 -0800,"Quito, Ecuador", 569554815539290112,negative,1.0,Late Flight,1.0,United,,mitchheard,,0,@united this 2 hr delay is a vacation buzzkill,,2015-02-22 09:50:24 -0800,"Austin, TX",Central Time (US & Canada) 569553741222952960,positive,1.0,,,United,,201Chef,,0,"@united just touched down in Miami - not too far off , Nicely done united 👍","[25.79104444, -80.27338351]",2015-02-22 09:46:08 -0800,201-600-2130,Central Time (US & Canada) 569552374882299904,neutral,1.0,,,United,,Laura_GomezRod,,0,@united what's the status of flight 1008 Bogotá-Houston?,,2015-02-22 09:40:42 -0800,"Phoneix, AZ",Eastern Time (US & Canada) 569551241967067136,negative,1.0,Customer Service Issue,1.0,United,,BBickmire,,0,@united really enjoying my Sunday on hold...over 1 hour. Perhaps a better client experience is needed. http://t.co/8VnCKgZxl1,,2015-02-22 09:36:12 -0800,Dallas, 569550779520032770,neutral,1.0,,,United,,opjebekrol,,0,@united Is a snowboard boot bag included in the standard checked baggage next to the snowboard bag?,,2015-02-22 09:34:22 -0800,, 569550676784578562,negative,1.0,Bad Flight,1.0,United,,jrdurante,,0,"@united broken light, 35 mins to get bridge to gate, airplane parked wrong , bathroom not emptied last night....your airline in last 3 hrs",,2015-02-22 09:33:57 -0800,,Atlantic Time (Canada) 569550290753445889,negative,1.0,Bad Flight,0.6686,United,,patrickbeiers,,0,@united I would appreciate a response regarding the pressurization failure on flight 1109. You seem to be responding to less serious issues,,2015-02-22 09:32:25 -0800,"ORLANDO, FL", 569548316700254208,positive,0.6556,,,United,,toinecl,,0,"@united it was very comfortable, now waiting for our luggage","[0.0, 0.0]",2015-02-22 09:24:35 -0800,"Keyport, New Jersey",Eastern Time (US & Canada) 569547989007646721,neutral,0.6659,,,United,,D_WaYnE_01,,0,"@united getting ready to book a flight to San Juan. Was wondering, Does United waive baggage fees for military personnel. Thanks.",,2015-02-22 09:23:16 -0800,, 569546412121202689,negative,1.0,Late Flight,1.0,United,,LMSNaomi,,1,"@united once again you guys didn't let me down, a four hour delay to Honolulu from Houston, thanks for the train wreck of issues now coming",,2015-02-22 09:17:00 -0800,deep in the ❤ of Texas...,Atlantic Time (Canada) 569545805826166784,positive,0.3512,,0.0,United,,worldknits,,0,@united thank you,,2015-02-22 09:14:36 -0800,"Fredericksburg, VA",Eastern Time (US & Canada) 569544873809989632,positive,1.0,,,United,,emmarosewright,,0,@united finally got through and they were very helpful. Appreciate it!,,2015-02-22 09:10:54 -0800,,Central Time (US & Canada) 569544819510345728,neutral,1.0,,,United,,WayneMAaron,,0,@united pls follow for DM,,2015-02-22 09:10:41 -0800,, 569544742595391489,neutral,1.0,,,United,,starbeer,,0,"@united ah, that would explain why crew didn't seem particularly distressed when we pointed it out. It was a little startling at first.",,2015-02-22 09:10:22 -0800,Toronto,Eastern Time (US & Canada) 569544732780556288,negative,1.0,Flight Attendant Complaints,0.6637,United,,WayneMAaron,,0,@united not for me. I am on another Ua flight 2 gates down that was held 15 mins for cnx pax.,,2015-02-22 09:10:20 -0800,, 569544730184261632,neutral,0.6871,,0.0,United,,WilliGranny,,0,@united can you assign seats,,2015-02-22 09:10:19 -0800,,Central Time (US & Canada) 569544350364889088,negative,1.0,Damaged Luggage,0.667,United,,4geiger,,0,“@united: @4geiger It looks like form the photo that something burst out of your luggage. Is this correct? ^JH” always blame the customer,,2015-02-22 09:08:49 -0800,Kingwood, 569544120827379712,negative,0.667,Lost Luggage,0.3341,United,,4geiger,,0,@united not my luggage,,2015-02-22 09:07:54 -0800,Kingwood, 569543791176257537,negative,1.0,Flight Attendant Complaints,0.6366,United,,ImagesbyTLP,,0,@united it's boarding time for ua3882 but no crewe,,2015-02-22 09:06:36 -0800,earth,Pacific Time (US & Canada) 569543771181981697,neutral,0.6388,,,United,,Nick_Delray,,0,@united just added one. Ty,,2015-02-22 09:06:31 -0800,, 569541848877957120,positive,0.6644,,0.0,United,,greghm88,,0,@united thanks for the effort. I can get the earliest. Though I will make a complaint for a refund as I am losing one business day tomorrow,,2015-02-22 08:58:53 -0800,London, 569541591586643968,neutral,1.0,,,United,,WayneMAaron,,2,@united. Pls hold UA2066 for 9 cnx pax frm UA6194. All runners. A 5 min hold will save 2 fam frm miscnx. Pls. Twitter is watching.,,2015-02-22 08:57:51 -0800,, 569540963091259392,negative,1.0,longlines,0.66,United,,Nick_Delray,,0,@united no way one person is working entire security checkpoint in EWR 🆖,,2015-02-22 08:55:21 -0800,, 569539834131443712,positive,0.6846,,,United,,LisaGetz1,,0,@united THANK YOU!,,2015-02-22 08:50:52 -0800,"Beijing, China", 569539000312188928,negative,1.0,Late Flight,0.6806,United,,jeisensc,,0,@united who authors this fiction? I just heard on radio we don't even have a jetway secured yet #UA5037 #CMH http://t.co/T78k7aBtWF,"[39.99829207, -82.88085401]",2015-02-22 08:47:33 -0800,"San Diego, CA",Pacific Time (US & Canada) 569538770808266754,negative,1.0,Cancelled Flight,1.0,United,,greghm88,,0,@united so? Found anything or just showing off? You do realise that the morning flight that you Cancelled Flightled was more pricey than the evening?,,2015-02-22 08:46:39 -0800,London, 569538703732772864,negative,1.0,Lost Luggage,0.6779999999999999,United,,kidang,,0,@united oh I did. Was still lost. Your tracking system stinks as does the delivery system.,,2015-02-22 08:46:23 -0800,Tour Bus or Airplane/ Hotel,Pacific Time (US & Canada) 569538171509350400,negative,1.0,Late Flight,1.0,United,,dkosi2,,0,@united feeling like a true united customer stuck.on the tarmac in dc for over 2 hrs. UNITEDFAIL,,2015-02-22 08:44:16 -0800,, 569537571685924864,neutral,1.0,,,United,,WayneMAaron,,0,@united pls follow for DM.,,2015-02-22 08:41:53 -0800,, 569535507815903233,negative,1.0,Late Flight,0.6752,United,,drr51664,,0,@united leadership counts. landed at 11:15 last night-deplaned at 12:40. 45 minutes of that was waiting for the jetway. Inexcusable,,2015-02-22 08:33:41 -0800,Central NJ, 569535503827017730,negative,1.0,Customer Service Issue,1.0,United,,worldknits,,0,@united I sent you a DM as requested but have not heard anything. Can you address the issue I brought up in my DM and explain what happened?,,2015-02-22 08:33:40 -0800,"Fredericksburg, VA",Eastern Time (US & Canada) 569534882952716288,negative,1.0,Flight Attendant Complaints,1.0,United,,drr51664,,0,@united employee=faceless. Don't throw them under the bus. Starts with management. I'm almost a million miler and own my own company. 1/2,,2015-02-22 08:31:12 -0800,Central NJ, 569534268130660352,negative,1.0,Late Flight,0.6769,United,,jeisensc,,0,@united you can't say the flight is pulled in and departs in 2 mins if boarding hasn't even started! http://t.co/2IKbP8gxWi,"[39.99814659, -82.88058383]",2015-02-22 08:28:45 -0800,"San Diego, CA",Pacific Time (US & Canada) 569534175973396480,negative,1.0,Cancelled Flight,0.6814,United,,CressM,,0,@united I understand that but why should I pay to change if it was a problem with your plane. If it was weather I would understand,,2015-02-22 08:28:23 -0800,FL, 569533799815630848,negative,1.0,Cancelled Flight,0.3514,United,,scottychadwick,,0,@united 30 hours Late Flightr still no answers stuck in Houston. Keep getting put on phantom flights that never apeared. #BadCustomerService,,2015-02-22 08:26:53 -0800,,Eastern Time (US & Canada) 569532310716080129,negative,1.0,Late Flight,1.0,United,,ajbohman,,0,@united you guys are horrible! First we get stuck in the snow for a hr in ewr now sitting in cmh saying it could be 30min for a gate,,2015-02-22 08:20:58 -0800,Irving Texas, 569532005320253441,negative,1.0,Cancelled Flight,1.0,United,,LaHauser,,0,"@united the hotel you sent us to wouldnt take the voucher. Our flight was delayed, then Cancelled Flightled, then delayed again. 32 hours and counting","[38.94562938, -77.44400264]",2015-02-22 08:19:46 -0800,,Paris 569531988702576640,negative,1.0,Lost Luggage,0.684,United,,plazaroff,,0,@united DM'd you 4 hrs ago at your request. No response to be found .... just like my bag.,,2015-02-22 08:19:42 -0800,,Mountain Time (US & Canada) 569531969110974464,positive,1.0,,,United,,KapuriaMd,,0,@united worked out after all. Thanks for your immediate reply!!,,2015-02-22 08:19:37 -0800,, 569531827989454848,negative,1.0,Customer Service Issue,0.6539,United,,jasminhunter,,0,@united two hour delay for a plane that was visible from the airport. So far terrible customer service. #neveragain,,2015-02-22 08:19:03 -0800,"Portsmouth, NH",Eastern Time (US & Canada) 569531484903772161,neutral,0.6753,,0.0,United,,allen_crawford,,0,"@united It was 3387. But we helped you with the weight issue, took your vouchers, and hopped on a @Delta flight instead. #winwin",,2015-02-22 08:17:42 -0800,"Indianapolis, IN",Eastern Time (US & Canada) 569531274991239168,negative,1.0,Late Flight,1.0,United,,newguymeltz,,0,"@united as if a 4 hour maintenance delay wasn't enuf, u charge me $25/bag as a global service platinum mbr. Get ur shit together",,2015-02-22 08:16:51 -0800,Bellaire TX,Central Time (US & Canada) 569531010167250944,negative,1.0,Cancelled Flight,0.7007,United,,czamkoff,,1,@united last week we also had maintenance issues and a flat tire. Another flight last week was Cancelled Flighted. Your track record is the WORST!,,2015-02-22 08:15:48 -0800,, 569530483022962688,negative,0.6738,Customer Service Issue,0.6738,United,,jasminhunter,,0,@united this customer service experience will be tweeted for quality assurance.,,2015-02-22 08:13:43 -0800,"Portsmouth, NH",Eastern Time (US & Canada) 569529789100507136,negative,1.0,Cancelled Flight,0.3503,United,,czamkoff,,0,@united you should spend all of the money you take for our tickets and update your planes! Each flight has a maintenance issue!!!,,2015-02-22 08:10:57 -0800,, 569529608862875648,neutral,1.0,,,United,,BenHabbel,,0,@united can you put Russell Daiber (on same ticket) as well into premium Eco? Appreciated!,,2015-02-22 08:10:14 -0800,New York City,Pacific Time (US & Canada) 569528923769298945,neutral,1.0,,,United,,RJordan47,,0,@united can you get me to okc from Sacramento today. Dfw is now closed,,2015-02-22 08:07:31 -0800,Oklahoma,Central Time (US & Canada) 569528348126216193,negative,1.0,Cancelled Flight,1.0,United,,cryancox,,0,@united any chance you could help rebook?? My flight Cancelled Flightled,,2015-02-22 08:05:14 -0800,, 569527975252766720,neutral,0.667,,0.0,United,,YaDurak,,0,"@united Out of curiosity, when a flight is arranged, are pilots notified? There are a lot of ""pilots haven't arrived yet"" announcements.",,2015-02-22 08:03:45 -0800,"Alexandria, VA", 569527524323151873,neutral,0.6543,,0.0,United,,patrick_maness,,0,@united Yes. To Boston. I was going to Providence.,,2015-02-22 08:01:57 -0800,Rhode Island,Eastern Time (US & Canada) 569526800767983616,negative,1.0,Cancelled Flight,0.6871,United,,AdamDonkus,,0,@united you really need a better system for handling Cancelled Flightled flights http://t.co/3uBCoAsyws,,2015-02-22 07:59:05 -0800,"Bechtelsville, PA",Eastern Time (US & Canada) 569526294477725697,neutral,0.6601,,,United,,juansequeda,,0,@united how are conditions in BOS today? I'm in UA994. Everything appears to be in time but I wanted to check.,,2015-02-22 07:57:04 -0800,AustinTX-AUS/CaliColombia-CLO,Central Time (US & Canada) 569526172335222784,neutral,1.0,,,United,,ATL_Attorney,,0,@united same day flights,,2015-02-22 07:56:35 -0800,"Atlanta, GA",Quito 569526143730077696,negative,1.0,Customer Service Issue,0.6813,United,,ATL_Attorney,,0,@united It is also inappropriate to lie to passengers to induce them into accepting a voucher by telling them you have availability on Late Flightr,,2015-02-22 07:56:28 -0800,"Atlanta, GA",Quito 569526070615138304,negative,1.0,Lost Luggage,1.0,United,,Finrz,,0,@United give me a direct number I can call regarding my lost baggage immediately.,,2015-02-22 07:56:11 -0800,"iPhone: 55.946030,-3.189382",Hawaii 569525760337162241,negative,1.0,Cancelled Flight,0.684,United,,ATL_Attorney,,0,@united involuntarily bumped your passenger and can't guarantee them another flight for three days!,,2015-02-22 07:54:57 -0800,"Atlanta, GA",Quito 569525690950815745,negative,1.0,Customer Service Issue,0.3725,United,,ATL_Attorney,,0,@united Please follow FAA guidelines regarding bumping. It is NOT acceptable to give a $300 voucher for an $800 fare when you've,,2015-02-22 07:54:40 -0800,"Atlanta, GA",Quito 569523831460761601,negative,1.0,Cancelled Flight,1.0,United,,czamkoff,,0,"@united I did already rebook, and now I will miss my first appointments in London tomorrow morning. Thanks for ruining my trip - AGAIN!",,2015-02-22 07:47:17 -0800,, 569523440547291136,negative,1.0,Late Flight,0.6875,United,,moss_jas,,0,".@united Our newest delay, right now http://t.co/96fTLZWtvO",,2015-02-22 07:45:44 -0800,,Eastern Time (US & Canada) 569523231524319232,negative,1.0,Customer Service Issue,0.6796,United,,goldsteinmlg,,0,"@united. If you show available seats, you need to honor that! I shouldnt spend 1hr on phone to hear that ""really there are 3 not 4 seats""",,2015-02-22 07:44:54 -0800,, 569522354008805376,negative,1.0,Customer Service Issue,1.0,United,,goldsteinmlg,,0,@united 50 min on hold trying to book award flight because site errors out. Agents ask for my pin to see platinum availability??? badbadbad,,2015-02-22 07:41:25 -0800,, 569522040547385344,negative,1.0,Can't Tell,1.0,United,,StregaHorn,,0,@united is a joke. Lots of angry people at IAH this AM.,,2015-02-22 07:40:10 -0800,"Houston, TX",Central Time (US & Canada) 569521863891804160,neutral,0.6642,,0.0,United,,CressM,,0,@united I6EP18,,2015-02-22 07:39:28 -0800,FL, 569521101736439809,negative,1.0,Customer Service Issue,0.3618,United,,BenHabbel,,0,@united completely unacceptable to seat 1st class passenger into middle seat in 38 (not even premium economy),,2015-02-22 07:36:26 -0800,New York City,Pacific Time (US & Canada) 569521081125629953,negative,1.0,Customer Service Issue,0.6703,United,,bushth07,,0,"@united Found flight after 2.5 hrs. How am I offered a $200 flight voucher 12 hrs before, lose my seat out of neglect, then get nothing?",,2015-02-22 07:36:21 -0800,43206,Eastern Time (US & Canada) 569520712379052032,neutral,1.0,,,United,,worldknits,,0,@united DM'ed you,,2015-02-22 07:34:53 -0800,"Fredericksburg, VA",Eastern Time (US & Canada) 569520425312632832,positive,1.0,,,United,,JeremyAllynAmes,,0,"@united Nicole at Quito airport took great care of us this week. Handled lost baggage, seat changes. Very professional/nice. Pat her back.",,2015-02-22 07:33:45 -0800,"Medway, MA",Eastern Time (US & Canada) 569518979103924224,neutral,0.64,,0.0,United,,throthra,,0,@united why de-ice before taxing? Maybe it #makestoomuchsense ? #shouldhaveflowndelta #unitedsucks @Delta @SouthwestAir @AmericanAir,,2015-02-22 07:28:00 -0800,, 569518596231008258,neutral,1.0,,,United,,ericdUX,,0,@united Flight 1547 CMH to ORD just arrived at gate. Next segment to YVR already boarding. Will they hold it?,,2015-02-22 07:26:29 -0800,"Columbus, Ohio, USA",Eastern Time (US & Canada) 569517484102909952,negative,1.0,Late Flight,0.7092,United,,throthra,,0,"@united right as we think we will take off, we stop to get de-iced. Why wasn't this done when the planes were sitting out all night?",,2015-02-22 07:22:03 -0800,, 569517360828145664,negative,1.0,Customer Service Issue,0.6939,United,,RJordan47,,0,@united two service agents hung up on me the third was able to get me a flight on US air today. Three calls and 2.5 hours to get a flight,,2015-02-22 07:21:34 -0800,Oklahoma,Central Time (US & Canada) 569517323180236800,negative,1.0,Late Flight,1.0,United,,laurahotaling,,0,@united Delayed more and more these days. MCO > IAD. Fingers crossed I make my connection home to Albany. #united1K,,2015-02-22 07:21:25 -0800,, 569516969969389568,negative,1.0,Bad Flight,0.3529,United,,NosihtamInc,,0,"@united your first class is a joke, compared to all the others I have flown, don't ask for extra peanuts... That's NOT allowed! @AirCanada",,2015-02-22 07:20:01 -0800,"Winnipeg, Manitoba",Central Time (US & Canada) 569516852805808129,negative,1.0,Customer Service Issue,0.6308,United,,KapuriaMd,,0,@united I have been given a connection with 2 overnight layovers. No vouchers. Last connection not even confirmed.,,2015-02-22 07:19:33 -0800,, 569516736162050048,positive,1.0,,,United,,3speed,,0,@united thanks for leaving our 3 year old in his own row flight 360 LAX-IAD,,2015-02-22 07:19:05 -0800,wdc,Eastern Time (US & Canada) 569516566380875778,negative,1.0,Damaged Luggage,1.0,United,,NosihtamInc,,0,@united I would like your baggage damage number as well! Another great thing from your 'trained' staff! Whats the number please.. Claim time,,2015-02-22 07:18:25 -0800,"Winnipeg, Manitoba",Central Time (US & Canada) 569515688898875393,negative,1.0,Flight Attendant Complaints,0.6657,United,,NosihtamInc,,0,"@united 100% I will put together a very serious email, with all the issues that arose on our vacation due to your staff I will post it here",,2015-02-22 07:14:55 -0800,"Winnipeg, Manitoba",Central Time (US & Canada) 569515118125408256,negative,0.6854,Can't Tell,0.3596,United,,GusSpaulding,,0,@united thank you for fully boarding flight 1689 this morning before noticing we had no pilots. #fail,,2015-02-22 07:12:39 -0800,"New York, NY", 569514750842789888,negative,1.0,longlines,0.682,United,,worldknits,,0,@united the long wait was the icing on the cake. Why don't you fix your reservation system so the confirm # doesn't get changed mid-travel,,2015-02-22 07:11:12 -0800,"Fredericksburg, VA",Eastern Time (US & Canada) 569514430393913344,negative,1.0,Cancelled Flight,1.0,United,,czamkoff,,1,@united you guys SUCK! Another Cancelled Flighted flight! Every flight with you has an issue!,,2015-02-22 07:09:55 -0800,, 569514124490579969,neutral,0.6365,,0.0,United,,roryfreeman87,,0,@united with about 25 people trying to get on flights,"[29.98872603, -95.3384666]",2015-02-22 07:08:42 -0800,california,Central Time (US & Canada) 569514063019053056,negative,1.0,Can't Tell,0.667,United,,DanielPaulEller,,0,"@united, more lies... http://t.co/BEqoTLNugc",,2015-02-22 07:08:28 -0800,Chicago,Central Time (US & Canada) 569514001450672128,negative,1.0,Customer Service Issue,1.0,United,,roryfreeman87,,0,@united they wouldn't let me on. Real nice of you! Just love your awesome service. And U have 2 people working this customer service line..,"[29.98870677, -95.33845443]",2015-02-22 07:08:13 -0800,california,Central Time (US & Canada) 569513811285311488,negative,1.0,Late Flight,0.7143,United,,BuickJohnc,,0,@united after 6 hour plus delay from #WashingtonDC finally on flight to #Edinburgh all very tired,,2015-02-22 07:07:28 -0800,Edinburgh, 569513703722393601,positive,1.0,,,United,,Angry_VBK,,0,@united thank you,,2015-02-22 07:07:02 -0800,, 569513498016923648,negative,1.0,Can't Tell,0.6633,United,,DanielPaulEller,,0,"@united, I don't believe that you do.. http://t.co/7z3GqEBfK2",,2015-02-22 07:06:13 -0800,Chicago,Central Time (US & Canada) 569513049507246081,neutral,0.6292,,0.0,United,,craigsmail,,0,@united can you change DKYDE6 to 4583>36 on 2/23 instead of 3636>606>36; original reservation was for 4404>36 yesterday but was Cancelled Flightled.,,2015-02-22 07:04:26 -0800,"Kansas City, USA",Eastern Time (US & Canada) 569512714961362944,negative,1.0,Late Flight,1.0,United,,KapuriaMd,,0,"@united : flight delayed by 24 hours, lost my wallet, have no money to eat or sleep yet your representatives will not help.#unitedsucks",,2015-02-22 07:03:06 -0800,, 569512239344054274,negative,1.0,Bad Flight,0.3531,United,,pawenrick,,0,@united lost 4 loyal customers and mileage plus card holders. We could have driven to Florida from Pa quicker both ways! Worst trip ever!,,2015-02-22 07:01:13 -0800,Happy Valley,Quito 569510828023488512,negative,0.6734,Late Flight,0.6734,United,,throthra,,0,@united they let us board again but will we fly this time? Who knows! #shouldhaveflowndelta,,2015-02-22 06:55:37 -0800,, 569508903735545857,negative,0.6989,Customer Service Issue,0.6989,United,,throthra,,0,@united apparently sleeping in B terminal wasn't the worst situation. Someone told other UA passengers they had to sleep at baggage claim.,,2015-02-22 06:47:58 -0800,, 569508469088387072,negative,1.0,Late Flight,1.0,United,,201Chef,,0,@united why don't you de-ice while the plane sits there with no one in it for 2 hours ?? Or we could just delay :/,"[40.6941088, -74.17545854]",2015-02-22 06:46:14 -0800,201-600-2130,Central Time (US & Canada) 569508282995486720,negative,1.0,Can't Tell,0.6556,United,,DanielPaulEller,,0,@united fuck you for not caring 😢,,2015-02-22 06:45:30 -0800,Chicago,Central Time (US & Canada) 569507834930442241,negative,0.6697,Can't Tell,0.3394,United,,ljsbrooks,,0,"@united its been five days, I'm just asking you to clarify your policy on car seats. I don't want to have to take this higher up.",,2015-02-22 06:43:43 -0800,, 569507197052260354,neutral,1.0,,,United,,Angry_VBK,,0,@united question. Are departure times based off eastern central time or the time zone your actually in?,,2015-02-22 06:41:11 -0800,, 569507060209090561,positive,0.6987,,,United,,auciello,,0,Very quick! TY. @united: @auciello I am sorry to hear this. Can you please follow and DM me the details of what transpired? ^JH,,2015-02-22 06:40:38 -0800,South Seaside Park/Puerto Rico,Eastern Time (US & Canada) 569506670189137920,negative,0.6473,Lost Luggage,0.6473,United,,szymanski_t,,0,@united if you lost my belongings then BE HONEST!,,2015-02-22 06:39:05 -0800,,Eastern Time (US & Canada) 569505479795326977,negative,0.3533,Cancelled Flight,0.3533,United,,CoachMcRoberts,,0,@united Back at the Denver airport and ready for round two today. Ready to get home!,,2015-02-22 06:34:21 -0800,"Oxford, MS", 569505407862902784,negative,0.7099,Customer Service Issue,0.7099,United,,21stCenturyMom,,0,@united of course this morning I see a non-stop from IAH to SFO but that was not available yesterday. #UnitedHatesUsAll,,2015-02-22 06:34:04 -0800,,Pacific Time (US & Canada) 569504786879528962,negative,1.0,Customer Service Issue,0.6662,United,,szymanski_t,,0,@united 20 minutes plus to get through to a two after the first one transferred me to a spanish hotline is unacceptable!,,2015-02-22 06:31:36 -0800,,Eastern Time (US & Canada) 569504366006132736,negative,1.0,Lost Luggage,1.0,United,,Therobertlewin,,0,@united @delta lost my luggage from ATL to hdn luggage in denver and said @united will deliver my luggage to HDN airport claim# hdndl11785,,2015-02-22 06:29:56 -0800,, 569504330551861248,negative,1.0,Lost Luggage,1.0,United,,szymanski_t,,0,@united If United loses your baggage they will get it to the airport in the country your in and then it disappears!,,2015-02-22 06:29:47 -0800,,Eastern Time (US & Canada) 569504232971362304,neutral,1.0,,,United,,FlyChristo,,0,"@united Was on NH10 on United ticket, rerouted to IAD due to weather in JFK. Can you get us home on United 5713 or 3277?",,2015-02-22 06:29:24 -0800,New York City,Eastern Time (US & Canada) 569504176306331649,negative,1.0,Late Flight,1.0,United,,bushth07,,0,"@united Thank you for wasting my time & money. Not only will I now arrive 5 hours Late Flight to my destination, but...",,2015-02-22 06:29:11 -0800,43206,Eastern Time (US & Canada) 569504172011356160,negative,1.0,Lost Luggage,1.0,United,,szymanski_t,,0,@United DO NOT FLY UNITED WITH CHECKED BAGGAGE! It will never find you!,,2015-02-22 06:29:10 -0800,,Eastern Time (US & Canada) 569503938690584576,negative,1.0,Customer Service Issue,0.6579999999999999,United,,szymanski_t,,0,@United why can't you have an English/Spanish rep call me so we can locate my bag and resolve this issue?,,2015-02-22 06:28:14 -0800,,Eastern Time (US & Canada) 569503745974902784,negative,1.0,Lost Luggage,1.0,United,,szymanski_t,,0,@united why would you overnight my bag Wed to an unknown location with a courier company you apparently can't contact!,,2015-02-22 06:27:28 -0800,,Eastern Time (US & Canada) 569503649677750272,negative,1.0,Can't Tell,1.0,United,,throthra,,0,"@united Hey, thanks again for helping me miss my buddies 30th bday, you guys are really a trashy company #shouldhaveflowndelta #unitedsucks",,2015-02-22 06:27:05 -0800,, 569503367757754369,negative,1.0,Customer Service Issue,1.0,United,,szymanski_t,,0,@united I have never been more frustrated than my conversations with United who can't speak Spanish to the courier company that has my bag!,,2015-02-22 06:25:58 -0800,,Eastern Time (US & Canada) 569503165713948672,negative,1.0,Can't Tell,0.6715,United,,szymanski_t,,0,@united I have never been mislead by a company as many times as I have this week by United Airlines!,,2015-02-22 06:25:10 -0800,,Eastern Time (US & Canada) 569502953851252737,negative,1.0,Can't Tell,0.6723,United,,szymanski_t,,0,@united I would never fly United Airlines again!,,2015-02-22 06:24:19 -0800,,Eastern Time (US & Canada) 569502909093646336,negative,1.0,Late Flight,0.6774,United,,kaf_silva,,0,@united I am still in the airport waiting for my flight.,,2015-02-22 06:24:09 -0800,, 569502869243736065,negative,1.0,Lost Luggage,1.0,United,,szymanski_t,,0,@united your airline has been telling me that my luggage is one hour away from my destination for 5 days!,,2015-02-22 06:23:59 -0800,,Eastern Time (US & Canada) 569502353797173248,negative,1.0,Late Flight,0.6505,United,,jlongoria21,,0,@united now there is no one to operate the ramp to let us out of the plane in IAH...wow..just wow,,2015-02-22 06:21:56 -0800,"Rio Grande Valley, Texas",Central Time (US & Canada) 569501080607813633,positive,1.0,,,United,,siobhanvivian,,0,@united just did! Thank you!,,2015-02-22 06:16:53 -0800,the burgh,Eastern Time (US & Canada) 569500986638798848,positive,1.0,,,United,,GreenkidspenWRA,,0,@united thank you!,,2015-02-22 06:16:30 -0800,Grimsby - UK, 569500360651509760,negative,1.0,Cancelled Flight,1.0,United,,greghm88,,0,"@united Cancelled Flights your flight then sends you an email saying ""think about your next flight..."" #customer #outrage http://t.co/KkwiwI97A4",,2015-02-22 06:14:01 -0800,London, 569500030459117568,negative,1.0,longlines,1.0,United,,jeisensc,,0,"@united did your super computer 💩 ots pants? Lots of cranky people in line at CMH reFlight Booking Problems, delaying check-ins of on-time, direct flyers","[39.99806982, -82.88439575]",2015-02-22 06:12:42 -0800,"San Diego, CA",Pacific Time (US & Canada) 569499434633048065,negative,0.6939,Cancelled Flight,0.3469,United,,BenHabbel,,0,@united - you rebooked me to UA1764 after UA 3883 was Cancelled Flightled. I paid for first class ticket - but new seat is 38E. Can you please fix!,,2015-02-22 06:10:20 -0800,New York City,Pacific Time (US & Canada) 569499431369891840,neutral,0.6362,,0.0,United,,_Charette_,,0,@united we need a new flight to Tucson,,2015-02-22 06:10:19 -0800,SE AZ By Way of HV,Mountain Time (US & Canada) 569497995445559298,negative,1.0,Can't Tell,0.6838,United,,EmmeliePickett,,0,@united is your check-in system down? I'm having trouble checking in for a flight that departs in less than 24 hrs.,,2015-02-22 06:04:37 -0800,"fort worth, tx",Central Time (US & Canada) 569497092655345664,negative,1.0,longlines,0.6849,United,,DanielPaulEller,,0,"@united, fuck you and your closed premier access lines at ORD. Probably gonna miss my flight...Start treating your customers better.",,2015-02-22 06:01:02 -0800,Chicago,Central Time (US & Canada) 569497031322030081,negative,1.0,Bad Flight,1.0,United,,fctry,,0,@united Good luck with the no-enertainment-on-6-hour-flights strategy. Innovation at work. Hello @jetblue http://t.co/HI76BOavXY,,2015-02-22 06:00:47 -0800,"Williamsburg, Brooklyn",Eastern Time (US & Canada) 569496936157487104,negative,1.0,Customer Service Issue,1.0,United,,betorides,,0,@united no HUMAN contact for 2 mths from @AmericanAir cust relations or refund dept. If ever a problem do u have humans I can talk to?,,2015-02-22 06:00:24 -0800,,Quito 569496919036305408,negative,1.0,Bad Flight,1.0,United,,ajbohman,,0,@united you would think you would clean your ramps. Our jet is stuck in the snow in Newark. This would never happen with @Delta,,2015-02-22 06:00:20 -0800,Irving Texas, 569496828376322048,negative,1.0,Cancelled Flight,0.6497,United,,mahrruk,,0,"@united I would understand if weather was the issue, but bc of airline maintenance I had to sleep on an airport floor and lose an entire day",,2015-02-22 05:59:59 -0800,Rochester,Eastern Time (US & Canada) 569495111337275392,positive,1.0,,,United,,DaRenton,,0,@united I am - thank you!,,2015-02-22 05:53:09 -0800,Colorado,Mountain Time (US & Canada) 569493640990625793,negative,1.0,Late Flight,1.0,United,,_Charette_,,0,@united flight 403 is delayed 40 min bc a missing screw and were in danger of missing flight 6491,,2015-02-22 05:47:19 -0800,SE AZ By Way of HV,Mountain Time (US & Canada) 569491817600655360,negative,0.6701,Customer Service Issue,0.6701,United,,wamo66,,0,@united @wamo66 after 2 hours and 20 minutes most of which I was on hold I was able to get the Cancelled Flightled flight changed to Delta.,,2015-02-22 05:40:04 -0800,, 569491456173477889,negative,1.0,Cancelled Flight,1.0,United,,PubliusTX,,0,"@united no, ua 6 finally Cancelled Flighted after hrs of delay. The replacement flight leaves Late FlightR than this one was scheduled tomorrow. Not cool.",,2015-02-22 05:38:38 -0800,"Houston, TX",Central Time (US & Canada) 569491346647445505,neutral,0.6804,,0.0,United,,Potter_Who,,0,@united sister & BIL stuck in Detroit desperately need to be in Florida flying w/ @USAirways is there anything you can do?,,2015-02-22 05:38:12 -0800,whore island ,Eastern Time (US & Canada) 569491334643347457,negative,1.0,Flight Booking Problems,1.0,United,,ohsweet_melissa,,0,@united overbooked by FIFTY people?!? the worst.,,2015-02-22 05:38:09 -0800,,Central Time (US & Canada) 569491295766343681,negative,0.6586,Customer Service Issue,0.6586,United,,RodahlLL,,0,@united On hold 2X 60 min ea. Trying to bk a tix to Asia. Your website & customer service dont want my business. Korea Air it is.,,2015-02-22 05:38:00 -0800,Hong Kong,Central Time (US & Canada) 569491079952642051,negative,0.6768,Customer Service Issue,0.3434,United,,kaf_silva,,0,@united I would like to know what is the easiest way to get a refund.,,2015-02-22 05:37:08 -0800,, 569490499377061888,negative,0.6768,Late Flight,0.3388,United,,siobhanvivian,,0,"@united help me, united! I paid for economy plus on a flight that was changed BC of delay. Will I be automatically refunded?",,2015-02-22 05:34:50 -0800,the burgh,Eastern Time (US & Canada) 569490420356374528,negative,0.6821,Bad Flight,0.6821,United,,sap_geek,,0,@united The engineer that designed the 787 door frame to extend half a foot into the plane for seat 27A should be forced to always sit here,,2015-02-22 05:34:31 -0800,, 569489032100614144,neutral,0.6416,,0.0,United,,anil_arca,,0,@united I just sent to you.,,2015-02-22 05:29:00 -0800,"Virginia, USA", 569488705146068993,negative,1.0,longlines,0.7057,United,,KP_DR_RAMOS,,0,"@united your service need work - check out this Bush airport ""customer service line"" last nt #unitedagainstunited http://t.co/g00sAozgtv",,2015-02-22 05:27:42 -0800,, 569487167191425024,negative,0.6596,Customer Service Issue,0.6596,United,,Whosgunz,,0,"@united you realize you've said this already. At least last time you asked if I needed ""help""",,2015-02-22 05:21:35 -0800,, 569487156399378434,negative,0.6989,Late Flight,0.6989,United,,robbid,,0,@united Thanks. This one was delayed an hour and a half prior to scheduled departure.,,2015-02-22 05:21:33 -0800,"Huntington, WV",America/New_York 569484965055832065,negative,1.0,Customer Service Issue,1.0,United,,ahaeder,,0,"@united Also, your phone customer service is almost useless. http://t.co/Mb3bJwGOAp",,2015-02-22 05:12:50 -0800,PDX, 569484788404322304,negative,1.0,Lost Luggage,1.0,United,,traceyabbywhite,,0,@united lost bag on next flight. Didn't have time to load during the 5 hour delay?Consequence from platinum to gold,,2015-02-22 05:12:08 -0800,"Atlantic Highlands, NJ",Eastern Time (US & Canada) 569484671672651776,negative,1.0,Cancelled Flight,1.0,United,,ahaeder,,0,"@united A day Late Flightr, one delayed & one Cancelled Flightled flight, I'm at a gate with no seat assign. Lots of standby ppl also waiting.",,2015-02-22 05:11:40 -0800,PDX, 569484085397057536,negative,0.6556,Late Flight,0.6556,United,,sap_geek,,0,@united can you not get the first flight of the day off the ground on time? #1531. Let's go.......,,2015-02-22 05:09:21 -0800,, 569483390581383168,positive,1.0,,,United,,houckie,,0,@united thank you for flying me out of the mess at IAD and out to San Diego. http://t.co/tlPBaupIk5,,2015-02-22 05:06:35 -0800,Northern Virginia,Eastern Time (US & Canada) 569481897203494914,negative,1.0,Customer Service Issue,1.0,United,,robbid,,0,@united What does delayed due to Customer Service mean for UA761?,,2015-02-22 05:00:39 -0800,"Huntington, WV",America/New_York 569481676893622272,negative,1.0,Bad Flight,0.6659,United,,SagiRoi,,0,@united wifi wasn't working onboard.Alerted attendant re socket.You sent me to a hotel for 24 hours with 7$ Vouchers??no wifi at hotel,,2015-02-22 04:59:46 -0800,, 569481213016023040,negative,0.6513,Late Flight,0.3469,United,,jpfox13,,0,@united flight #1 no luck on #standby,,2015-02-22 04:57:56 -0800,the district of colombia,Eastern Time (US & Canada) 569480693782339584,neutral,1.0,,,United,,gwp22183,,0,"@united Do you have plans for an iPad app? The iPhone app is great, but on the iPad you have to flip the iPad. Is there a beta? Tks.",,2015-02-22 04:55:52 -0800,Metro DC Area, 569480220203474944,neutral,1.0,,,United,,jessehaines,,0,"@united I tried. We were hung up on, twice. After speaking with someone, then put on hold for 45 minutes. No resolution.",,2015-02-22 04:53:59 -0800,"ÜT: 43.492878,-96.790916",Central Time (US & Canada) 569480043853946881,negative,1.0,Can't Tell,0.7099,United,,mwbotelho,,0,"@united I'm not sure it will have ""next time""...",,2015-02-22 04:53:17 -0800,Curitiba,Brasilia 569478901166055424,negative,1.0,Can't Tell,0.6632,United,,svhlatky,,0,@united now the weight restriction? 'We'll try to get as many of you as we can on this plane',,2015-02-22 04:48:45 -0800,"Kingston, Ontario", 569478023679905792,positive,0.3368,,0.0,United,,21stCenturyMom,,0,"@united Thank you but the person in Houston could only get me a flight routing through Newark, NJ and I'm going to SFO",,2015-02-22 04:45:15 -0800,,Pacific Time (US & Canada) 569477178703908864,negative,0.6392,Can't Tell,0.6392,United,,cedraughn,,0,@united you a bish,,2015-02-22 04:41:54 -0800,senior / mount airy,Eastern Time (US & Canada) 569476889313562624,neutral,0.6863,,,United,,docambrose97,,0,@united Thanks! Good to know.,,2015-02-22 04:40:45 -0800,, 569476281974132736,neutral,0.6721,,,United,,meigheyburn,,0,@united okay. Thanks.,,2015-02-22 04:38:20 -0800,"Akron, Ohio",Eastern Time (US & Canada) 569475909226401792,negative,1.0,Late Flight,1.0,United,,traceyabbywhite,,0,@united Conference begins in 3 hours. Up all night due to delays and still waiting to talk to someone about lost luggage.,,2015-02-22 04:36:51 -0800,"Atlantic Highlands, NJ",Eastern Time (US & Canada) 569475306018353152,neutral,0.6807,,0.0,United,,LisaKothari,,0,"@united Seat 14A, Flight UA895","[22.31355693, 113.92636768]",2015-02-22 04:34:27 -0800,Seattle WA,Pacific Time (US & Canada) 569475245708419072,neutral,0.6931,,,United,,meigheyburn,,0,@united is it on a flight now? Thanks for reply.,,2015-02-22 04:34:13 -0800,"Akron, Ohio",Eastern Time (US & Canada) 569475092582789120,negative,1.0,Customer Service Issue,1.0,United,,traceyabbywhite,,0,@united is 4:30am and I am in the customer service line trying not to scream. #epicfailunited,,2015-02-22 04:33:37 -0800,"Atlantic Highlands, NJ",Eastern Time (US & Canada) 569475000660422656,neutral,1.0,,,United,,meigheyburn,,0,@united it can't be delivered. It has to be held there for me to cross the border to pick up. Please don't try to deliver.,,2015-02-22 04:33:15 -0800,"Akron, Ohio",Eastern Time (US & Canada) 569474700386045955,positive,0.6421,,0.0,United,,docambrose97,,0,@united My bag reference ID number is IND43728M. Thanks for looking at it.,,2015-02-22 04:32:03 -0800,, 569474230854660097,positive,0.6848,,,United,,traceyabbywhite,,0,@united one lady helping the 12 of us with luggage,,2015-02-22 04:30:11 -0800,"Atlantic Highlands, NJ",Eastern Time (US & Canada) 569473998519578624,negative,1.0,Late Flight,0.6048,United,negative,traceyabbywhite,"Late Flight Lost Luggage",0,@united flighted delayed for hours. 10pm arrival to Vegas is now 4am. Did you seriously lose my luggage???,,2015-02-22 04:29:16 -0800,"Atlantic Highlands, NJ",Eastern Time (US & Canada) 569473302940372992,positive,0.6699,,,United,,seb749,,0,@united met with agent. All taken care of. Thx for reply,,2015-02-22 04:26:30 -0800,,Eastern Time (US & Canada) 569471635163643905,positive,1.0,,,United,,Patty_Ell,,0,@united @suntoshi I still like you united airlines,,2015-02-22 04:19:52 -0800,Bedford 2015 Plymouth 2019,Eastern Time (US & Canada) 569471541554978817,negative,1.0,Cancelled Flight,0.6665,United,,SagiRoi,,0,"@united 2100$ ticket,12h biz trvl,no wifi.Missed con flt,next one#24h,missed meeting,7$ food voucher,hotel chkout#12,flt#5,no wifi#hotel",,2015-02-22 04:19:30 -0800,, 569470757673291777,negative,1.0,Lost Luggage,1.0,United,,tu_huynh,,0,"@united still missing my luggage, was promised someone would call, no call so far, flight from Shanghai to DC with connecting flight in ORD",,2015-02-22 04:16:23 -0800,"Washington, DC",Eastern Time (US & Canada) 569470098534207489,neutral,0.6876,,0.0,United,,fabricelion,,0,"@united are you looking for European Flight attendants for Paris or Frankfurt? Best, Fabrice",,2015-02-22 04:13:46 -0800,Belgium,Brussels 569470053348823040,negative,1.0,Cancelled Flight,1.0,United,,DVERandy,,1,@united you Cancelled Flightled my flight without notification?,,2015-02-22 04:13:35 -0800,WDVE PITTSBURGH, 569469326547222528,negative,0.6811,Late Flight,0.6811,United,,jlongoria21,,0,"@united since I have an international connection at 9am, I'm hoping for the same thing!",,2015-02-22 04:10:42 -0800,"Rio Grande Valley, Texas",Central Time (US & Canada) 569468823625027586,neutral,0.6788,,0.0,United,,seb749,,0,@united need help. Never got tickets. Conf #ggqzqd,,2015-02-22 04:08:42 -0800,,Eastern Time (US & Canada) 569462023173619712,neutral,0.6565,,,United,,victor_haydin,,0,"@united some compensation (e.g. upgrade to higher class for my rescheduled flight to MUC today) will be appreciated, though ;)",,2015-02-22 03:41:41 -0800,,Kyiv 569461666695524352,negative,0.6525,Late Flight,0.3475,United,,victor_haydin,,0,@united it is too Late Flight for reFlight Booking Problems now - it is morning already and I no longer need a hotel room,,2015-02-22 03:40:16 -0800,,Kyiv 569460417954746368,negative,1.0,Customer Service Issue,1.0,United,,bartha75,,0,@united once again your customer service at the providence airport was horrible. Do you actually care about customers or just making money?,"[0.0, 0.0]",2015-02-22 03:35:18 -0800,san diego, 569459716906229760,neutral,0.6444,,,United,,MichaelJGlasgow,,0,"Sorry, @united. I accidentally popuLate Flightd with you instead of @USAirways. Can't wait 'til ""U"" are the only ""U"" in the sky. #NewAmericanStinks",,2015-02-22 03:32:31 -0800,"Raleigh, North Carolina, USA", 569459543236874240,negative,1.0,Cancelled Flight,1.0,United,,greghm88,,0,@united you have Cancelled Flightled my flight UA922 for aircrft maintenance. I'm delayed 10 hours now. What's my refund options?,,2015-02-22 03:31:49 -0800,London, 569457148129779714,negative,1.0,Lost Luggage,1.0,United,,meigheyburn,,0,@united where is my bag?? I'm in Mexico about to go build a house & my suitcase never got on my flight from CLE w me. I need it. SAN68059M,,2015-02-22 03:22:18 -0800,"Akron, Ohio",Eastern Time (US & Canada) 569456035930484737,negative,0.3548,Lost Luggage,0.3548,United,,jimbradshaw4,,0,@united I know that. Thanks for the standard reply.,,2015-02-22 03:17:53 -0800,,Eastern Time (US & Canada) 569454641320062976,negative,1.0,Customer Service Issue,0.6783,United,,chivo2089,,0,@united you told me you changed my flight and im in the ottawa airport and AC cant find my reservation! Whats wrong with you,,2015-02-22 03:12:21 -0800,Guatemala, 569454437288140800,negative,1.0,Bad Flight,0.6289,United,,ahaeder,,0,@united This has been the WORST flight experience I've ever had. Thank you for ending my vacation on such a bad note.,,2015-02-22 03:11:32 -0800,PDX, 569453313462132736,positive,1.0,,,United,,MrTrippe,,0,@united thanks for the epic service on 863- always a pleasure- outstanding crew http://t.co/trqlpeinzW,,2015-02-22 03:07:04 -0800,Terra Prime, 569451362687143936,negative,1.0,Cancelled Flight,0.3787,United,,throthra,,0,"@united hey, it's 4am, guess what I'm doing? Not sleeping! Why? Cause you care so little about your customers you let them sleep in airports",,2015-02-22 02:59:19 -0800,, 569448465991737345,negative,1.0,Flight Attendant Complaints,0.344,United,,MMMarketing2014,,0,@united no my concerns were not addressed,,2015-02-22 02:47:48 -0800,#Westford #marketing , 569445528225718272,negative,1.0,Lost Luggage,0.6875,United,,plazaroff,,0,@united DUH and done. bag whereabouts unknown. Greeeaat,,2015-02-22 02:36:08 -0800,,Mountain Time (US & Canada) 569444898660691968,negative,1.0,Late Flight,0.3488,United,,throthra,,0,"@united thanks for letting me sleep at DIA to ensure you ruin as much of my vacation as possible. Wait, no, fuck you. #unitedairlinessucks",,2015-02-22 02:33:38 -0800,, 569444456660750337,negative,1.0,Customer Service Issue,0.6459,United,,throthra,,0,"@united oh, I'll be sharing alright. Especially about sleeping in this shitty airport and getting 1hr of sleep all night because UA.",,2015-02-22 02:31:52 -0800,, 569441937826164736,negative,1.0,Customer Service Issue,0.6709,United,,jaykirell,,0,@united @MaxAbrahms *if* he needs assistance? Do you expect him to go on a Scooby Doo tour of terminals until he finds his stuff?,,2015-02-22 02:21:52 -0800,"Long Island, NY",Eastern Time (US & Canada) 569440689253158912,negative,1.0,Lost Luggage,1.0,United,,MaxAbrahms,,1,Thanks @united for writing back. To assist you can return the bag you lost & clean up the feces sprinkled in your bathroom. Too much to ask?,,2015-02-22 02:16:54 -0800,"Boston, MA",Atlantic Time (Canada) 569439706339024896,negative,1.0,Customer Service Issue,1.0,United,,Whosgunz,,0,@united you hung up on me again.,,2015-02-22 02:13:00 -0800,, 569439089063280640,negative,1.0,Customer Service Issue,1.0,United,,Whosgunz,,0,"@united your ""customer service"" team in manilla is absolute shit. I can't even get a supervisor without being out back on hold?!",,2015-02-22 02:10:33 -0800,, 569438763115536384,negative,1.0,Flight Attendant Complaints,0.6438,United,,Whosgunz,,0,@united it's disgusting and unconscionable the treatment I've received tonight.,,2015-02-22 02:09:15 -0800,, 569438531686424577,negative,1.0,Customer Service Issue,1.0,United,,Whosgunz,,0,@united of course I would like hepl! Are you kidding me? That's the ONLY reason I've been on hold for the past 5 hours!,,2015-02-22 02:08:20 -0800,, 569435214717562881,negative,1.0,Late Flight,1.0,United,,joynal03,,0,@united @ThisIsCoach Every time my united flight got delayed. this is a big frustration.,,2015-02-22 01:55:09 -0800,, 569433059168260096,negative,1.0,Customer Service Issue,1.0,United,,Whosgunz,,0,@united you've got to be kidding me. I still haven't talked to a human and your robotweeting me?! And asking for a follow????,,2015-02-22 01:46:35 -0800,, 569431307152953344,negative,1.0,Lost Luggage,1.0,United,,MaxAbrahms,,0,".@united I wouldn't describe feces sprinkled in your bathroom as an inconvenience. To help, you might find my baggage you lost & return it.",,2015-02-22 01:39:37 -0800,"Boston, MA",Atlantic Time (Canada) 569428644432617473,negative,1.0,Customer Service Issue,0.6598,United,,suntoshi,,0,@united and the fact that we were treated disrespectfully and lied to by members of your airline that claims to strive for the best,,2015-02-22 01:29:02 -0800,"Bedford, Nh",Eastern Time (US & Canada) 569428333500375040,negative,1.0,Lost Luggage,0.6837,United,,suntoshi,,0,"@united is that all that matters, not the fact that we're at a different destination, we were put through a tremendous amount of stress,",,2015-02-22 01:27:48 -0800,"Bedford, Nh",Eastern Time (US & Canada) 569427993958883328,negative,1.0,Bad Flight,1.0,United,,plazaroff,,1,@united 1k member broken seat back broken tv broken light lost bag gee thnx. UA922 awesome job,,2015-02-22 01:26:27 -0800,,Mountain Time (US & Canada) 569420890003410944,negative,1.0,Customer Service Issue,1.0,United,,Whosgunz,,0,@united absolutely disgusting the way you treat your customers. Isn't there anyone actively monitoring your Cust serve? This is unreal!!,,2015-02-22 00:58:14 -0800,, 569419949007085568,negative,0.6528,Can't Tell,0.6528,United,,Whosgunz,,0,@united nice. I wonder how you pick who to respond to? Maybe only happy customers are easier. I wonder how many of those you have left.,,2015-02-22 00:54:29 -0800,, 569418652128296960,negative,1.0,Customer Service Issue,0.696,United,,Whosgunz,,0,@united averaging 200 minute wait times tonight or what? I've gotten no help from you tonight.,,2015-02-22 00:49:20 -0800,, 569418497694035969,negative,1.0,Customer Service Issue,1.0,United,,Whosgunz,,0,@united thanks for nothing. Really?!? 60 minute wait times when I've had to call back 4x. That's 240minute wait times.,,2015-02-22 00:48:43 -0800,, 569418233322872833,negative,1.0,Customer Service Issue,1.0,United,,Whosgunz,,0,@united you're customer service is unbelievably bad. Abysmal. I've been on the phone for well over 2hrs tonight. Hung up on by yr ppl 3x.,,2015-02-22 00:47:40 -0800,, 569416650325303297,negative,1.0,Bad Flight,0.3693,United,,throthra,,0,@united you can read the full story when I submit a case to your team about the pilot of flight 6232 and why we are sleeping in DIA,,2015-02-22 00:41:23 -0800,, 569415643474362368,neutral,1.0,,,United,,MissDanaJones,,0,@united what's with the layover in Canada from the UA125? Is that scheduled?,,2015-02-22 00:37:23 -0800,"Berlin, Germany",Berlin 569415109933531136,negative,1.0,Late Flight,0.6627,United,,throthra,,0,@united an inconvenience is a weather delay. Your pilot deciding to waste enough time so the FAA wouldn't let him fly is negligence.,,2015-02-22 00:35:16 -0800,, 569415076400242688,negative,1.0,Flight Booking Problems,0.672,United,,RoyLe9,,0,@united I bought a ticket with a price that was published by mistake and now I got an email that indicates United Cancelled Flightled my ticket! Why?,,2015-02-22 00:35:08 -0800,,Bucharest 569411383265075203,negative,1.0,Bad Flight,1.0,United,,gregliefooghe,,0,@united new 737 plane; wifi: not working. Entertainment: non existent. New Seats: seriously uncomfortable. Really? #unitedfail UA1550,"[37.61980156, -122.38447633]",2015-02-22 00:20:27 -0800,San Francisco,Pacific Time (US & Canada) 569407352299847680,negative,0.7029,Late Flight,0.3619,United,,MarkGilden,,0,@united - you sure missed the mark on tonight's redeye from LAX to Chicago. What a mess! You can do better!,"[33.94171725, -118.39844033]",2015-02-22 00:04:26 -0800,"Honolulu, HI",Pacific Time (US & Canada) 569404245142855680,negative,0.6545,Late Flight,0.6545,United,,TimBouhour,,0,@united after 443min of avoidable non-weather delays that #Appreciation link better be giving out #GoldenTickets,,2015-02-21 23:52:05 -0800,"Raleigh, NC", 569402506792407041,negative,1.0,Lost Luggage,1.0,United,,SCVPools,,0,@united where is our luggage,,2015-02-21 23:45:11 -0800,Southern California and Hawaii, 569400869768302592,negative,0.6856,Late Flight,0.6856,United,,mrp,,0,@united we just left @flySFO (delayed). http://t.co/XzBAjMiekx,,2015-02-21 23:38:40 -0800,sf - austin - sydney,Alaska 569400431002173441,neutral,0.6845,,,United,,kreespa,,0,@united all set. Figured it out at the baggage office!,,2015-02-21 23:36:56 -0800,Little Rhody,Eastern Time (US & Canada) 569397314240049152,negative,1.0,Can't Tell,0.7158,United,,Finrz,,0,@united screws up again...to be expected! NEVER AGAIN!,,2015-02-21 23:24:33 -0800,"iPhone: 55.946030,-3.189382",Hawaii 569395649310883840,negative,1.0,Bad Flight,0.6484,United,,Ofbikesandbirds,,0,@united why don't you allow families with small children to board first anymore? Our next flight will be on another airline...,,2015-02-21 23:17:56 -0800,, 569392315409829888,positive,1.0,,,United,,billqamz,,0,@united Life goal: complete ✔️,,2015-02-21 23:04:41 -0800,East Coast, 569390507526369280,neutral,1.0,,,United,,EmilyIsBach,,0,@united I have $20 and I'll draw you a super sweet picture of your choosing. Will that get me round-trip to San Diego? 🌴🌴 It's so cold here.,,2015-02-21 22:57:30 -0800,"Potsdam, NY",Eastern Time (US & Canada) 569387614265954304,negative,1.0,Cancelled Flight,1.0,United,,RJordan47,,0,@united flight Cancelled Flightled to Denver service agent offered me a non jet salt lake to Denver or red eye out of Atlanta then hung up on me.,,2015-02-21 22:46:00 -0800,Oklahoma,Central Time (US & Canada) 569385898573299712,negative,1.0,Can't Tell,0.3495,United,,ChrisJValdez,,0,"@united That's called throwing ""loyalty"" out the window and trying to give less awards.",,2015-02-21 22:39:11 -0800,"Yokohama, Japan",Central Time (US & Canada) 569385864712704001,negative,1.0,Lost Luggage,0.6609,United,,annnnge,,0,"@united your unhelpful team? Sure I did. I'm in Bangkok, my bag in Chicago. Are u going to pay for my accommodation s until my bag arrives??",,2015-02-21 22:39:03 -0800,☁️, 569385784685363201,negative,0.6621,Bad Flight,0.3483,United,,ChrisJValdez,,0,"@united I'd hardly call going from 10,000 miles to 1,000+ miles a ticket cutting edge. About 1/10 the perk?",,2015-02-21 22:38:44 -0800,"Yokohama, Japan",Central Time (US & Canada) 569385496675295232,negative,1.0,Customer Service Issue,0.6714,United,,JSJ35,,0,@united that's not an apology. Say it.,,2015-02-21 22:37:35 -0800,Blue Area of the Moon,Eastern Time (US & Canada) 569383892542738432,positive,0.6683,,,United,,StephanieWeyant,,0,@united Just sent a DM. Thank you for the acknowledgment.,,2015-02-21 22:31:13 -0800,New York City, 569382132231110656,neutral,0.6592,,,United,,JEOKOO1,,0,@united download jeokoo the American app for air travelers,,2015-02-21 22:24:13 -0800,"Washington, DC. ", 569381891809214464,negative,1.0,Customer Service Issue,0.6762,United,,Mare_McCoy,,0,@united been on hold for almost two hours trying to talk to someone about a Cancelled Flighted flight tomorrow morning. What do you suggest?,,2015-02-21 22:23:16 -0800,Kansas,Central Time (US & Canada) 569380923847909376,negative,1.0,Customer Service Issue,1.0,United,,JSJ35,,0,@united no apology? Cool.,,2015-02-21 22:19:25 -0800,Blue Area of the Moon,Eastern Time (US & Canada) 569380416219709440,negative,1.0,Customer Service Issue,0.3424,United,,JSJ35,,0,"@united you ask a lot of customers who you routinely screw over. You know that, right?",,2015-02-21 22:17:24 -0800,Blue Area of the Moon,Eastern Time (US & Canada) 569380122194636800,negative,0.6559,Lost Luggage,0.6559,United,,annnnge,,0,@united I'm a first time solo female traveller and it's pretty scary being in a foreign place not knowing where your belongings are...,,2015-02-21 22:16:14 -0800,☁️, 569379756673597444,negative,1.0,Lost Luggage,0.7118,United,,annnnge,,0,"@united I am. Who knows where my bags are. Do I just wait around and hope they arrive? No one has answers, I have plans and no answers....",,2015-02-21 22:14:47 -0800,☁️, 569379726562869248,negative,1.0,Late Flight,0.6526,United,,JSJ35,,0,@united somehow I knew that you'd wait until I was airborne to respond. #hacks #jokers #neveragain.,,2015-02-21 22:14:40 -0800,Blue Area of the Moon,Eastern Time (US & Canada) 569379367077355520,negative,1.0,Flight Attendant Complaints,0.6421,United,,AppAmy,,0,@united Missing flight attendant = Delayed Flight. Prime example how 1 person impacts 100's of people. HNL -> IAH (UA252) #wastedtime,,2015-02-21 22:13:14 -0800,, 569378568628674561,negative,1.0,Customer Service Issue,1.0,United,,mollypriddy,,0,@united has me stranded in Texas and then hangs up on me when I'm trying to figure out how to get home. Cool.,,2015-02-21 22:10:03 -0800,"Kalispell, MT",Mountain Time (US & Canada) 569376145000390656,negative,1.0,Customer Service Issue,1.0,United,,tweets1971,,0,@united we have tried to change our flight THREE times on the phone and got disconnected each time.,,2015-02-21 22:00:26 -0800,Boston, 569374127187820545,negative,1.0,Customer Service Issue,0.7040000000000001,United,,L_Simmons,,0,"@united poor showing today, no assistance to passengers who mis connected due to maintenance and waiting for baggage",,2015-02-21 21:52:25 -0800,"Vancouver, BC",Eastern Time (US & Canada) 569374011131453441,negative,1.0,Can't Tell,0.3838,United,,djMaxM,,0,"@united has been showing the same tone deaf video for all these years about how ""wifi is coming!"" Hah.Not before I leave. @VirginAmerica ftw",,2015-02-21 21:51:57 -0800,"Brookline, Massachusetts",Quito 569373743698591744,neutral,1.0,,,United,,billqamz,,0,@united Can I get a follow? I fly with you for Christmas.,,2015-02-21 21:50:53 -0800,East Coast, 569370900568502272,negative,1.0,Late Flight,0.6867,United,,throthra,,0,"@united more people stranded cause you suck. Better yet, you weasel out of Flight Booking Problems rooms for people claiming weather http://t.co/Flcnnn2USD",,2015-02-21 21:39:35 -0800,, 569370010751094784,negative,1.0,Late Flight,0.6484,United,,throthra,,0,@united look at all the delta flights that landed while your pilots claimed they couldn't fly 6232 to JAC. http://t.co/6Kp4m0R1f7,,2015-02-21 21:36:03 -0800,, 569369416963633152,positive,1.0,,,United,,gwen1013,,0,@united thank you! Much appreciation for your help.,,2015-02-21 21:33:42 -0800,"New Haven, CT", 569369331173363712,negative,1.0,Bad Flight,0.6729,United,,tippykayak,,0,"@united Been sitting on flight 435 for an hour after landing in Newark. First no gate, then no jetway operator. Seriously!?",,2015-02-21 21:33:21 -0800,"Branford, CT",Eastern Time (US & Canada) 569369243965362176,negative,1.0,Customer Service Issue,0.6809,United,,drr51664,,0,@united worst customer service experience ever. 40 minutes to get the jetway to the plane at EWR tonight. Flight 354 Disappointed,,2015-02-21 21:33:00 -0800,Central NJ, 569368621077692417,negative,1.0,Late Flight,1.0,United,,apopnj01,,0,@united - not only 2 hour delay - double booked seat nit parked at wrong gate - incompetence at its finest - been waiting for over 1 hr,,2015-02-21 21:30:32 -0800,USA,Eastern Time (US & Canada) 569368523178270721,negative,1.0,Cancelled Flight,0.3388,United,,throthra,,0,@united look at the people tryn to sleep in the airport due to your shitty company not comping rooms after cxl flight http://t.co/o1u96Xc3bo,,2015-02-21 21:30:08 -0800,, 569368286128771072,negative,1.0,Customer Service Issue,0.6735,United,,21stCenturyMom,,0,"@United - routing a person from Houston to Newark, NJ and then to SFO is not acceptable.",,2015-02-21 21:29:12 -0800,,Pacific Time (US & Canada) 569368056855552001,neutral,1.0,,,United,,WM_j_MW,,0,@united Phone,,2015-02-21 21:28:17 -0800,"Wake Forest, NC",Eastern Time (US & Canada) 569367983065137152,negative,0.67,Can't Tell,0.67,United,,WM_j_MW,,0,"@united Freakin""",,2015-02-21 21:28:00 -0800,"Wake Forest, NC",Eastern Time (US & Canada) 569367755670966272,neutral,1.0,,,United,,WM_j_MW,,0,@united Pick,,2015-02-21 21:27:05 -0800,"Wake Forest, NC",Eastern Time (US & Canada) 569367682811715585,negative,0.6554,Can't Tell,0.6554,United,,WM_j_MW,,0,@united Suck,,2015-02-21 21:26:48 -0800,"Wake Forest, NC",Eastern Time (US & Canada) 569366968446246912,negative,1.0,Late Flight,0.6863,United,,WM_j_MW,,0,@united 25 minute hold is 1 hr. 25 min. @ABC11_WTVD,,2015-02-21 21:23:58 -0800,"Wake Forest, NC",Eastern Time (US & Canada) 569366889719304192,negative,1.0,Can't Tell,1.0,United,,Boards707,,0,@united 20 yrs of flying Continental/united exclusively I get why everyone hates you - fl1289sfo/EWR #getmeoffrhisFUCKINplane,,2015-02-21 21:23:39 -0800,"Belmar, NJ",Eastern Time (US & Canada) 569366337929105408,neutral,0.6698,,0.0,United,,WM_j_MW,,0,@united 24 seats available on the 2:15 pm from ORD to RDU...I need 2 seats please,,2015-02-21 21:21:27 -0800,"Wake Forest, NC",Eastern Time (US & Canada) 569366184904122369,negative,1.0,Customer Service Issue,1.0,United,,alexisniicole25,,0,@united I'm still trying to get things worked out and you have yet to respond back.,,2015-02-21 21:20:51 -0800,, 569366138963959808,negative,1.0,Flight Booking Problems,0.6509,United,,worldknits,,0,"@united screwed up our reservation- they assigned a new # to just one of us & when they changed our flight, only changed the original #.",,2015-02-21 21:20:40 -0800,"Fredericksburg, VA",Eastern Time (US & Canada) 569365692618661888,negative,1.0,Customer Service Issue,1.0,United,,WM_j_MW,,0,@united 25 min hold has now progressed to over an hour...919-675-0985,,2015-02-21 21:18:54 -0800,"Wake Forest, NC",Eastern Time (US & Canada) 569365278963798017,negative,1.0,Can't Tell,1.0,United,,WM_j_MW,,0,@united YOU SUCK!,,2015-02-21 21:17:15 -0800,"Wake Forest, NC",Eastern Time (US & Canada) 569364927191719937,negative,0.7087,Can't Tell,0.3707,United,,_BenHoffman_,,0,"@united yo, you need a new website really badly. This day and age...",,2015-02-21 21:15:51 -0800,"Venice, CA",Central Time (US & Canada) 569364890307190784,neutral,1.0,,,United,,kreespa,,0,@united if I was rebooked do I have to pick up my luggage?,,2015-02-21 21:15:42 -0800,Little Rhody,Eastern Time (US & Canada) 569364374755930112,negative,1.0,Late Flight,1.0,United,,Blondiemcl6,,0,@united how can u not have gate ready or gate agent for going on hour two,,2015-02-21 21:13:39 -0800,somerville nj,Central Time (US & Canada) 569363796113764352,negative,0.6809,Bad Flight,0.3723,United,,jackiehoglund,,0,@united just DM'd,,2015-02-21 21:11:21 -0800,"Boston, MA",Quito 569363354428567552,negative,1.0,Flight Booking Problems,0.6306,United,,kreespa,,1,@united had a different fiasco on my outward trip and was rebooked on to qantas lax-Syd. No FF miles show up in my account for that :(,,2015-02-21 21:09:36 -0800,Little Rhody,Eastern Time (US & Canada) 569363221791928320,neutral,0.68,,0.0,United,,jackiehoglund,,0,@united I am following - you need to follow me for DM?,,2015-02-21 21:09:04 -0800,"Boston, MA",Quito 569363188120207360,negative,1.0,Customer Service Issue,1.0,United,,Fader_Jockey,,0,@united it would be great to get a callback from the agent that disconnected me trying to put me on hold after waiting to connectfor 60+min,,2015-02-21 21:08:56 -0800,"Chicago, IL",Central Time (US & Canada) 569363173817643009,negative,1.0,Late Flight,0.7008,United,,Blondiemcl6,,0,"@united not a good day to fly u, two delayed flights still on plane at Ewr waiting over 1,5 hours for gate get to gate no gate agent.",,2015-02-21 21:08:53 -0800,somerville nj,Central Time (US & Canada) 569361701495304192,neutral,0.6655,,0.0,United,,kreespa,,0,@united just called and did it. Should have earlier because I'm being sent to DCA first and THEN to pvd. We may rent a car instead.,,2015-02-21 21:03:02 -0800,Little Rhody,Eastern Time (US & Canada) 569359780491476992,negative,1.0,Lost Luggage,1.0,United,,mjfredricks259,,0,"@united my luggage is set to go to DCA however, I am rerouted to Dulles. Currently in NOLO however bags are in Houston. Can you fix this?",,2015-02-21 20:55:24 -0800,, 569359055937908736,neutral,1.0,,,United,,AMMBoman,,0,@united I went from Sacramento to Minneapolis at the end of October 2014 in business class.,,2015-02-21 20:52:31 -0800,Kaizen 改善,Arizona 569357781402308608,negative,1.0,Customer Service Issue,0.6727,United,,hannahcbeck,,1,@united I'm extremely disappointed w my service for this trip as a #United #MileagePlus Explorer Card holder.,"[34.99254864, -80.92841859]",2015-02-21 20:47:27 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 569357497871437824,negative,1.0,Customer Service Issue,0.6552,United,,throthra,,0,@united I hope your corporate office is ready to deal with the rage created by your shitty service and bullshit pilots. #UnitedAirlinesSucks,,2015-02-21 20:46:20 -0800,, 569357196141719552,positive,1.0,,,United,,mrp,,0,@united such a relaxing space for a drink before my flight! (at @United Global First Lounge) https://t.co/j4cj0lrF2d http://t.co/dTLGUQ1kAk,"[37.61829369, -122.39192247]",2015-02-21 20:45:08 -0800,sf - austin - sydney,Alaska 569353669738688512,negative,1.0,Lost Luggage,1.0,United,,Soniascrocchi15,,1,@united i will never fly with you again. i went on vacation this week and you lost my bags both ways. now i have no clothes. thankyou,,2015-02-21 20:31:07 -0800,, 569352559598682112,negative,1.0,Customer Service Issue,0.653,United,,kevinforgoogle,,1,@united sadly this wasnt just due to mother nature investigate this incident and your employees at sfo. Terrible customer experience,,2015-02-21 20:26:42 -0800,"San Francisco, CA", 569351147930169344,negative,1.0,Late Flight,1.0,United,,kevinforgoogle,,0,@united flight ua90 is taking off now after 1750 was delayed over 4 hrs 30 passengers to miss their flight to tel aviv,,2015-02-21 20:21:06 -0800,"San Francisco, CA", 569350924633812992,negative,1.0,Bad Flight,0.3667,United,,kevinforgoogle,,0,@united 30 of us on flight 1750 trying to get to tel aviv that is trying to take off right now with out us so cruel. Next flight is 350pm,,2015-02-21 20:20:13 -0800,"San Francisco, CA", 569349932131487746,negative,0.6774,Late Flight,0.3763,United,,kreespa,,0,"@united considering I'm now stuck in Newark with virtually sleep in 30+ hours, I doubt it :/ hope car rentals are available",,2015-02-21 20:16:16 -0800,Little Rhody,Eastern Time (US & Canada) 569349274049368064,neutral,0.6957,,0.0,United,,c4pyro,,0,@united I see several economy plus can you put us in those. We don't have to be seated together,,2015-02-21 20:13:39 -0800,, 569347118034501632,positive,0.6593,,0.0,United,,dHowITzr,,0,@united What a really GREAT & FLATTERING story about you! You should be very proud :) http://t.co/7br5t5QCXk (via @ParachuteGuy),,2015-02-21 20:05:05 -0800,"Toronto, Canada",Eastern Time (US & Canada) 569346431833673732,neutral,0.6362,,,United,,JimStarkBalla,,0,@united I see you coming to get me and @AggieMensGolf in Hawaii! #12thMan http://t.co/G8DKa3Edhf,"[21.32911863, -157.91749165]",2015-02-21 20:02:21 -0800,Htown, 569346420139905024,negative,1.0,Customer Service Issue,1.0,United,,ambersings,,0,@united Airline SUCKS! Customer Service SUCKS! NO courtesy! Incompetent - passengers do NOT matter- Bet the CEO is just doing fine though!,,2015-02-21 20:02:19 -0800,New York,Pacific Time (US & Canada) 569345701487906818,negative,0.6809,Cancelled Flight,0.6809,United,,kimbatronic,,0,@united do you expect to Cancelled Flight flights out of @DENAirport tomorrow morning given the storm?,,2015-02-21 19:59:27 -0800,San Francisco,Pacific Time (US & Canada) 569344598482546690,negative,1.0,Customer Service Issue,1.0,United,,ralonG2013,,0,@United also ran out of water and refused service #costumerservice #legit #jk,,2015-02-21 19:55:04 -0800,just living the dream , 569343661063823360,neutral,1.0,,,United,neutral,aushianya,,0,@united I have a question,,2015-02-21 19:51:21 -0800,, 569343186046332928,negative,0.6779999999999999,Bad Flight,0.3522,United,,tech_henrywong,,0,@United Can you increase the legroom? : How airlines compare http://t.co/diUfep8n2q via @CNNMoney,,2015-02-21 19:49:28 -0800,Greater Seattle Area,Pacific Time (US & Canada) 569342888615620609,negative,1.0,Flight Booking Problems,0.6809,United,,independentid,,0,"@united on a 4 seg flt yvr to zurich, why would you credit all miles and but only 2 segs on full fare?",,2015-02-21 19:48:17 -0800,"Vancouver, Canada",Pacific Time (US & Canada) 569342670184648704,neutral,1.0,,,United,,c4pyro,,0,@united I see two flights with two seats in the morning can we get on those,,2015-02-21 19:47:25 -0800,, 569342220534288384,negative,1.0,Bad Flight,0.6303,United,,ScottyNeuman,,1,@united 6377 and now they sent our green tagged bags to the luggage carousel. It's been one mess up after another. Bad day @united,,2015-02-21 19:45:37 -0800,"Montana, God's country ",Pacific Time (US & Canada) 569341769114128386,negative,1.0,Flight Attendant Complaints,0.6666,United,,suntoshi,,0,@united the lounge tells us they have no pillows for my grandma as one of the ladies opens the closet and I see 2 right there. #unitedlies,,2015-02-21 19:43:50 -0800,"Bedford, Nh",Eastern Time (US & Canada) 569340749466226688,negative,1.0,Late Flight,0.6787,United,,mesapuyo,,0,@united the drunk guy you threw out of flight UA936 4hrs ago is better off than the rest of us held up for 5hrs in the plane without food.,,2015-02-21 19:39:47 -0800,Washington-Vancouver-Medellín, 569340645023698944,negative,1.0,Late Flight,0.6783,United,,Chunkingtonchad,,0,"@united sitting in Denver airport waiting for a plane to be refueled. For an hour and a half! Hurry the fuck up United, you fucking retards",,2015-02-21 19:39:22 -0800,, 569340200934969344,neutral,0.6632,,,United,,c4pyro,,0,@united we will be at the airport first thing in the morning,,2015-02-21 19:37:36 -0800,, 569340120790233089,negative,1.0,Bad Flight,0.6373,United,,MMMarketing2014,,0,@united I'm rebooked on a flight tomorrow even though I had 1st class seat orig I have a lousy coach seat,,2015-02-21 19:37:17 -0800,#Westford #marketing , 569339467615506435,negative,1.0,Flight Attendant Complaints,0.6334,United,,MMMarketing2014,,1,@united well this one missed the mark. She was in a snit from the minute I stepped up to the counter,,2015-02-21 19:34:41 -0800,#Westford #marketing , 569339181136113664,neutral,0.6769,,,United,,c4pyro,,0,@united Doesn't have to be same flight 2 and 2 will work also,,2015-02-21 19:33:33 -0800,, 569339072805797888,negative,1.0,Flight Attendant Complaints,0.6568,United,,D4Duskes,,0,@united who compensates is for the delays caused by the fact that you don't have enough flight attendants?? http://t.co/96apr35qan,,2015-02-21 19:33:07 -0800,Montreal,Eastern Time (US & Canada) 569338724787593216,negative,1.0,Late Flight,1.0,United,,mesapuyo,,0,@united we've been seating for 5hrs inside flight UA936 at #IAD delayed. We've only been offered water & cookies in business class. #failed,"[38.95801195, -77.44365722]",2015-02-21 19:31:44 -0800,Washington-Vancouver-Medellín, 569338441172983809,negative,1.0,Can't Tell,0.6809,United,,MattySags,,0,@united please get me off this plane #UA57,,2015-02-21 19:30:36 -0800,"New York, NY", 569338341306572800,neutral,0.6745,,,United,,CoachMcRoberts,,0,@united yes. On a nonstop to Memphis tomorrow morning. With the snow coming in I got my fingers crossed it will go.,,2015-02-21 19:30:13 -0800,"Oxford, MS", 569338032572116992,neutral,0.6745,,0.0,United,,jackiehoglund,,0,@united traveling with 3 young kids!! Chose our original flights for a reason.,,2015-02-21 19:28:59 -0800,"Boston, MA",Quito 569337969233887232,negative,1.0,Can't Tell,0.6526,United,,jackiehoglund,,0,@united have since dropped to 2 layovers but still not acceptable.,,2015-02-21 19:28:44 -0800,"Boston, MA",Quito 569337916872220673,negative,1.0,Bad Flight,0.6846,United,,jackiehoglund,,0,@united our 1 layover itinerary was swapped for a 3 layover itinerary - really?!?,,2015-02-21 19:28:31 -0800,"Boston, MA",Quito 569337916125798401,negative,1.0,Late Flight,1.0,United,,mesapuyo,,0,"@united your app says flight UA936 to #ZRH departed 2:45hrs Late Flight, but 5 hours Late Flightr we are still seating inside the plane in #IAD. #failed","[38.93770157, -77.4551004]",2015-02-21 19:28:31 -0800,Washington-Vancouver-Medellín, 569337830184345601,negative,1.0,Late Flight,0.3441,United,,jackiehoglund,,0,@united not completely. Our flight was changed in July but we never received notification.,,2015-02-21 19:28:11 -0800,"Boston, MA",Quito 569337170210607105,neutral,1.0,,,United,,c4pyro,,0,@united are there any upgrades avail to get us all on the same flight,,2015-02-21 19:25:33 -0800,, 569336402401472512,negative,0.6988,Cancelled Flight,0.3695,United,,Colettod,,0,@united Wife and I have two new destinations and I'm stuck in DC until Monday with no bags,,2015-02-21 19:22:30 -0800,"Ottawa, ON",Eastern Time (US & Canada) 569336252597731329,negative,0.6629999999999999,Lost Luggage,0.6629999999999999,United,,Colettod,,0,@united no I don't. Spoke with baggage contact at 1-800 number. Said they will try to get bags to stay at IAD for pick up tmrw,,2015-02-21 19:21:55 -0800,"Ottawa, ON",Eastern Time (US & Canada) 569336095411965952,negative,0.6572,Customer Service Issue,0.3327,United,,ssegraves,,0,@united can you make sure I’m on the upgrade list for 2/23 EWR-PDX using my GPU priority? Got a weird email about it.,,2015-02-21 19:21:17 -0800,PDX / LGA / TXL / ✈,Central Time (US & Canada) 569335779371003904,positive,0.3656,,0.0,United,,c4pyro,,0,@united so is that two seats avail so far for us.,,2015-02-21 19:20:02 -0800,, 569335521752715264,negative,1.0,Can't Tell,1.0,United,,21stCenturyMom,,0,@united has once again earned a place as the worst airline in the business,,2015-02-21 19:19:00 -0800,,Pacific Time (US & Canada) 569334462292434944,neutral,1.0,,,United,,ntrogers,,0,@united is flight number 1142 Denver to Las Vegas 1125 on Sunday feb 22 Cancelled Flighted ?,,2015-02-21 19:14:48 -0800,, 569333972452265985,negative,0.684,Customer Service Issue,0.3499,United,,Jo_Frost,,0,"@united when I read it say ' in some cases' can you please define this for me, when for example would it not be the case?",,2015-02-21 19:12:51 -0800,Global,Quito 569332961813753856,negative,1.0,Bad Flight,0.6721,United,,IssenSvensson,,0,@united I'm trying your WiFi on UA1616. But sorry it really slow. Even #Spotify lagging and that isn't a hard stream.,,2015-02-21 19:08:50 -0800,Sweden, 569332086345220096,negative,0.6562,Can't Tell,0.3568,United,,gwen1013,,0,"@united Not until tomorrow night. And the hotel voucher had higher rate than travelocity Not loving cost, but hard working staff",,2015-02-21 19:05:21 -0800,"New Haven, CT", 569332072185249792,negative,1.0,Late Flight,1.0,United,,danklein2112,,0,"@united flight UA1459 sitting at newark waiting for a gate, seriously??? #threehoursLate Flight",,2015-02-21 19:05:18 -0800,, 569331162897739776,negative,1.0,Can't Tell,0.3547,United,,stevestillalive,,0,@united why don't you ever print my known #traveler number on my ticket? Because of this I never get to use the #TSA prescreen I paid for,"[37.61839686, -122.38751]",2015-02-21 19:01:41 -0800,"San Diego, CA",Pacific Time (US & Canada) 569331021163814912,negative,1.0,Late Flight,1.0,United,,TimBouhour,,0,"@united boarding was decent, 3 useless agents that don't speak English (after 2.5hrs of hold) 6hrs of mech delay not so much",,2015-02-21 19:01:07 -0800,"Raleigh, NC", 569330919020093442,neutral,0.6414,,0.0,United,,patrick_maness,,0,"@united After all I have been through on this trip, can you get me on another airline home?",,2015-02-21 19:00:43 -0800,Rhode Island,Eastern Time (US & Canada) 569330683623186433,negative,1.0,Cancelled Flight,1.0,United,,keithdunn,,0,@united flight was Cancelled Flighted after the last opportunity to rebook us on other flights this evening passed.,,2015-02-21 18:59:47 -0800,"arlington, va",Eastern Time (US & Canada) 569330646901895169,negative,0.6702,longlines,0.3723,United,,stevestillalive,,0,@united boarding a #plane would be much faster if you boarded back to front instead of front to back #MakesSense #efficiency #travel #flying,"[37.61926072, -122.38812564]",2015-02-21 18:59:38 -0800,"San Diego, CA",Pacific Time (US & Canada) 569330115114627073,negative,1.0,Flight Attendant Complaints,0.6556,United,,ZachAlpert,,0,"@united it's 9:56, and the desk attendant stated we would ""sit awhile"" until given the all clear. Lack of communication seems to the norm.",,2015-02-21 18:57:31 -0800,"Chicago, IL",Central Time (US & Canada) 569330006985347072,negative,1.0,Can't Tell,0.6593,United,,Sean_Stamos,,0,@united had been suffering immensely ever since this merge .. Hopefully I'll never have to fly @united ever again ..,,2015-02-21 18:57:05 -0800,Coastal,Eastern Time (US & Canada) 569329401122426880,negative,1.0,Bad Flight,1.0,United,,tarlonious,,0,@united I'd really like to get off of this plane now.,,2015-02-21 18:54:41 -0800,, 569329378061979648,negative,1.0,Late Flight,0.7161,United,,Sean_Stamos,,0,@united possibly the worst airlineGave them three chances Second time in 2 weeks a flight has been delayed and or Cancelled Flightled due to mechanics,,2015-02-21 18:54:36 -0800,Coastal,Eastern Time (US & Canada) 569328755409326080,negative,1.0,Bad Flight,1.0,United,,patrickbeiers,,0,@united cabin pressurization issues are pretty serious. Flight 1109 landed in Washington because of it. My head is pounding.,,2015-02-21 18:52:07 -0800,"ORLANDO, FL", 569328128310403073,negative,1.0,Flight Attendant Complaints,0.6771,United,,MMMarketing2014,,1,@united Sandra at ur international checkin counter was rude and offensive. She commented she didn't care if I complained cuz she had 25yrs,,2015-02-21 18:49:38 -0800,#Westford #marketing , 569328072027189248,negative,0.6762,Flight Attendant Complaints,0.3524,United,,patrick_maness,,0,@united My contact stuff is in the bag and I'm legally blind. This is so messed up.,,2015-02-21 18:49:24 -0800,Rhode Island,Eastern Time (US & Canada) 569327949553520640,negative,1.0,Lost Luggage,1.0,United,,patrick_maness,,0,@united Did I mention that I was ON THE PLANE so is my luggage. My luggage that I'm not going to have for how many days.,,2015-02-21 18:48:55 -0800,Rhode Island,Eastern Time (US & Canada) 569327646917537793,negative,1.0,Customer Service Issue,1.0,United,,FarmerFlo,,1,@united 3 times I've called customer services each at least 40 mins... Each time cut off by your operators... Why can't you call me back!,,2015-02-21 18:47:43 -0800,Cheltenham, 569326940252991488,negative,1.0,Can't Tell,0.6411,United,,patrick_maness,,0,@united Tell me that you're at least going to cover a room and get me out of here.,,2015-02-21 18:44:54 -0800,Rhode Island,Eastern Time (US & Canada) 569326818697871360,negative,1.0,Bad Flight,0.3773,United,,patrick_maness,,1,@united OMG!!! you just bumped me off the last flight. Can this get any worse.,,2015-02-21 18:44:25 -0800,Rhode Island,Eastern Time (US & Canada) 569325988921810945,negative,1.0,Can't Tell,0.6702,United,,niais,,1,@united Which just speaks to basically the worst designed web system ever.,,2015-02-21 18:41:07 -0800,"Austin, TX",Central Time (US & Canada) 569325844906115072,negative,1.0,Flight Booking Problems,0.6383,United,,niais,,0,"@united Yeah, I tried that about 10 times for two different tickets, and it told me to ""Try again Late Flightr"".",,2015-02-21 18:40:33 -0800,"Austin, TX",Central Time (US & Canada) 569325061892481024,negative,1.0,Flight Attendant Complaints,0.6745,United,,throthra,,0,@united please fire the captain of flight 6232 today. He single handedly ruined every passengers day by being a piece of shit. #unitedsucks,,2015-02-21 18:37:26 -0800,, 569324295635247104,neutral,0.6774,,0.0,United,,Manda_Bear_143,,0,@united U blow,,2015-02-21 18:34:24 -0800,401 SK,Eastern Time (US & Canada) 569323727818657792,negative,0.6737,Bad Flight,0.3474,United,,hadAbadWeek,,0,@united what exactly do you hang on this hook? http://t.co/ZHxOk07Aqa,,2015-02-21 18:32:08 -0800,, 569323015550296064,negative,1.0,Cancelled Flight,1.0,United,,hsimpson100,,1,"@United - flight Cancelled Flightled. 4 hrs at airport to book a new one for $95. Just got two invoices for the flight, each for approx $300. Really?!",,2015-02-21 18:29:19 -0800,Belfast/Boston, 569322657822285824,negative,1.0,Flight Attendant Complaints,1.0,United,,throthra,,1,@united why do you hire POS pilots? Thanks for ruining my trip and not allowing me to see my buddy as he turns 30. #unitedsucksdick,,2015-02-21 18:27:53 -0800,, 569322456776892417,negative,1.0,Customer Service Issue,1.0,United,,MaxAbrahms,,3,.@united Your airline is again rated the WORST in America so you've got your work cut out for you. It's bc you treat customers like garbage.,,2015-02-21 18:27:05 -0800,"Boston, MA",Atlantic Time (Canada) 569322372995551232,neutral,1.0,,,United,,BryceHuffman,,0,@united what's the best way to get your tickets? Print off at home or go to check in desk?,,2015-02-21 18:26:45 -0800,Saskatchewan ,Mountain Time (US & Canada) 569321739093614592,negative,1.0,Cancelled Flight,1.0,United,,leahgenise,,0,@united Pay for my hotel.... I'm a broke student #help,,2015-02-21 18:24:14 -0800,,Quito 569321654842564609,negative,0.3603,Late Flight,0.3603,United,,c4pyro,,0,@united all 4 of us are on standby in Houston tomorrow for flights to Calgary. If you could get us on one or two of those that would help,,2015-02-21 18:23:54 -0800,, 569320594400874497,negative,1.0,Customer Service Issue,0.3465,United,,MMMarketing2014,,1,@united what a nightmare!! Both sides of my flights are a disaster! At Houston getting attitude cuz I was sent to ticket counter,,2015-02-21 18:19:41 -0800,#Westford #marketing , 569319928815202304,negative,1.0,Can't Tell,1.0,United,,JSJ35,,0,@united you're terrible.,,2015-02-21 18:17:03 -0800,Blue Area of the Moon,Eastern Time (US & Canada) 569319239900725248,negative,1.0,Lost Luggage,0.6402,United,,StephanieCarvin,,0,@united it was eventually explained that weather conditions too extreme to get luggage off planes. Will be sent on. But I won't be for days!,,2015-02-21 18:14:18 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 569319188528963584,negative,0.6923,Customer Service Issue,0.6923,United,,cbtadvisors,,0,@united Anyone there? Did you read my DM?,,2015-02-21 18:14:06 -0800,"Cambridge, MA, USA",Central Time (US & Canada) 569319046790819840,positive,0.6496,,0.0,United,,absfine,,0,@united 732 from Denver. We just boarded! Fingers crossed we get into the air!!!,,2015-02-21 18:13:32 -0800,,Arizona 569318947729887232,negative,1.0,Bad Flight,1.0,United,,patrickbeiers,,0,"@united EWR TO MCO made unplanned landing because of pressurization failure. Worst pain I've EVER felt, I thought I was going to pass out",,2015-02-21 18:13:09 -0800,"ORLANDO, FL", 569318589817364481,negative,1.0,Late Flight,0.6823,United,,yajur,,0,@united How does that make a flight takeoff on time? And regardless it makes me Late Flight because now I have to wait for my bag at baggage claim.,,2015-02-21 18:11:43 -0800,Chicago,Central Time (US & Canada) 569318505755103232,negative,1.0,Late Flight,0.6478,United,negative,tarlonious,Late Flight,1,@united it's been over 3 hours...at what point do you let people off of the plane? @FoxNews @CNN @msnbc,,2015-02-21 18:11:23 -0800,, 569318432648273920,negative,1.0,Customer Service Issue,1.0,United,,jackiehoglund,,0,@united trying to get a customer service agent. Just landed in SFO. Can't fly with 3 layovers with 3 kids!!,,2015-02-21 18:11:06 -0800,"Boston, MA",Quito 569317718886903809,neutral,0.6437,,0.0,United,,JoeRychalsky,,0,@united why are there no early morning flights from HNL to anywhere in the continental US? Example- Monday 4/20. Need flight to PHL,,2015-02-21 18:08:16 -0800,"Wilmington, Delaware",Eastern Time (US & Canada) 569316673942990848,negative,1.0,Lost Luggage,0.6685,United,,richardtitus,,0,@united nope I gave up - maybe they'll deliver it,,2015-02-21 18:04:07 -0800,"San Francisco, California",London 569316547673526272,positive,0.6997,,,United,,Mumon7,,0,@united Thanks for the upgrade- please try to get my company to approve more business class travel.,,2015-02-21 18:03:37 -0800,"Vancouver, WA",Pacific Time (US & Canada) 569316508352045056,negative,1.0,Late Flight,0.6871,United,,ZachAlpert,,1,@united more and more delays! No CS help at all! No notifications!,,2015-02-21 18:03:27 -0800,"Chicago, IL",Central Time (US & Canada) 569316417226600448,negative,1.0,Late Flight,0.6427,United,,tarlonious,,0,@united and waiting,,2015-02-21 18:03:05 -0800,, 569316018230677504,negative,0.6674,Late Flight,0.6674,United,,micp3208,,0,@united hoping there is a spare a/c for 1171 tomorrow! Have a ship to board! The sched aircraft is delayed from previous flts.,,2015-02-21 18:01:30 -0800,"Ocean, NJ", 569315878828949504,positive,0.6559999999999999,,,United,,mrskmwatkins,,0,@united Hubby made it by the skin of his teeth! :),,2015-02-21 18:00:57 -0800,Philly Burbs, 569315664156069888,negative,1.0,Late Flight,0.6484,United,,JeremyPress1,,0,@united the incompetence is truly stunning at this point. 4 hours on a plane for a 1.75 hour nonstop flight.,,2015-02-21 18:00:06 -0800,, 569314329276715010,negative,1.0,Lost Luggage,0.6344,United,,SoulFreeDreams,,0,"@united 1st u delay my flight for mechanical failure,then 2 hrs on the runway, & 13 hrs Late Flightr I'm still here with a lost bag & no resolution",,2015-02-21 17:54:48 -0800,"Columbus,Ohio",Eastern Time (US & Canada) 569313492894752768,negative,1.0,Can't Tell,1.0,United,,SoulFreeDreams,,0,@united is the worst,,2015-02-21 17:51:28 -0800,"Columbus,Ohio",Eastern Time (US & Canada) 569312077954854913,negative,1.0,Late Flight,0.6806,United,,tarlonious,,0,@united still waiting,,2015-02-21 17:45:51 -0800,, 569310731486699520,negative,1.0,Can't Tell,0.3578,United,,EYA10,,0,"@united thanks for the reply. To clarify, the airfare is similar to your likely intended peer group. The $3 beer charge, however, is not",,2015-02-21 17:40:30 -0800,, 569310717393944577,negative,1.0,Late Flight,0.6716,United,,ericjramsey,,1,"@united...lies lies lies....still sitting at the gate, have not moved an inch http://t.co/LulGnwEfFH","[38.95638224, -77.43898845]",2015-02-21 17:40:26 -0800,"Washington, DC",Pacific Time (US & Canada) 569310253315174400,neutral,0.6259,,0.0,United,,jyotipethe,,0,"@united I have requested upgrade for EWR BOM flight, end of May. Miles + copay. When will i know if I am upgraded?",,2015-02-21 17:38:36 -0800,"Austin, Tx",Central Time (US & Canada) 569310249859080192,negative,1.0,Bad Flight,0.6295,United,,damahoff,,0,@united & finally he was told he couldnt use the front of plane restrm (he was row7) though myself/others in rows behind him used w/no issue,,2015-02-21 17:38:35 -0800,"Milwaukee, WI",Central Time (US & Canada) 569310115377102850,negative,1.0,Customer Service Issue,0.6714,United,,aaron_lawlor,,1,"@united #customerservice at @Dulles_Airport could not be worse. I get the bad weather, but this is awful.",,2015-02-21 17:38:03 -0800,"Vernon Hills, IL",Central Time (US & Canada) 569309623825670145,neutral,1.0,,,United,,MarkKostka1,,0,@united any plans of restating nonstop service between IAD and South Florida? We miss our flights to FLL.,,2015-02-21 17:36:06 -0800,, 569309296023998464,negative,1.0,longlines,0.6907,United,,ZachAlpert,,0,"@united instead of be told when we board, we have to wait for the emails telling us about the delays.",,2015-02-21 17:34:48 -0800,"Chicago, IL",Central Time (US & Canada) 569308775435390976,negative,1.0,Bad Flight,1.0,United,,damahoff,,0,"@united Additionally, my husband paid for tv service & it stopped working about halfway through the flight.",,2015-02-21 17:32:43 -0800,"Milwaukee, WI",Central Time (US & Canada) 569308255966666753,neutral,1.0,,,United,,gwen1013,,0,@united following,,2015-02-21 17:30:40 -0800,"New Haven, CT", 569308224551309313,negative,1.0,Flight Attendant Complaints,0.6171,United,,damahoff,,0,"@united unfortunately, they didn't. I asked the staff if they could help. they said we should ask ppl in our row to switch, but no one would",,2015-02-21 17:30:32 -0800,"Milwaukee, WI",Central Time (US & Canada) 569308168364425216,neutral,0.6641,,0.0,United,,idontbesoft,,1,@united please update what is going to happen to passengers now that flt ua14 has been Cancelled Flightled,,2015-02-21 17:30:19 -0800,, 569307607007150080,negative,0.6465,Lost Luggage,0.6465,United,,maxcotter,,0,@united your baggage person told me to go through @AirCanada - they're handling my connecting flight.,,2015-02-21 17:28:05 -0800,toronto,Central Time (US & Canada) 569307466896424961,negative,1.0,Customer Service Issue,1.0,United,,lala0178,,1,@united I sent a PM over two weeks ago and have heard nothing! #horribleservice #unitedsucks,,2015-02-21 17:27:31 -0800,pensacola, 569307047285690369,negative,0.6571,Flight Booking Problems,0.3399,United,,majacgray,,0,"@united Well, to the degree that he could... Just to know, after this experience I'm Cancelled Flighting my miles card. Thank god for @Delta",,2015-02-21 17:25:51 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569306599577112577,positive,1.0,,,United,,Pseudonymous,,0,@united thank you! Excited to be working with you guys!,,2015-02-21 17:24:05 -0800,,Pacific Time (US & Canada) 569306302964506624,neutral,0.6904,,0.0,United,,Colettod,,0,@united could really use your help getting our bags at IAD. We're headed to YOW but now going to YXU,,2015-02-21 17:22:54 -0800,"Ottawa, ON",Eastern Time (US & Canada) 569305546819571712,neutral,1.0,,,United,,c4pyro,,0,@united It appears there are six flights to Calgary tomorrow is this correct?,,2015-02-21 17:19:54 -0800,, 569304100048912384,negative,1.0,Customer Service Issue,0.3453,United,,tarlonious,,0,@united And yet we still haven't left yet and I can't watch my pre-paid DirectTV. #firstworldproblems,,2015-02-21 17:14:09 -0800,, 569303395460259840,negative,1.0,Customer Service Issue,1.0,United,,Jo_Frost,,0,@united yr team have me on hold for over an hour unhelpful Pls can you answer my question.,,2015-02-21 17:11:21 -0800,Global,Quito 569302758018420736,negative,1.0,Lost Luggage,1.0,United,,getpatrick,,1,.@united Let us know when you find everyone's luggage. Thanks. #UnitedAirlines,"[0.0, 0.0]",2015-02-21 17:08:49 -0800,"Montreal, Quebec CA",Eastern Time (US & Canada) 569302599591022592,neutral,0.6805,,0.0,United,,Jo_Frost,,2,"@united do u serve peanuts/nuts on yr flights yr policies r confusing contradictory advice Pls help #Anaphylaxis,will u ask those 2 refrain?",,2015-02-21 17:08:11 -0800,Global,Quito 569302568020549632,neutral,1.0,,,United,,c4pyro,,0,@united is there another airport closer to Calgary we can fly out of tomorrow.,,2015-02-21 17:08:04 -0800,, 569302490421833729,negative,1.0,Late Flight,1.0,United,,tarlonious,,1,@united Nope! I'm on UA 174 that was supposed to leave at 6:47 but are still at the gate. Apparently we are about to pull back and de-ice.,,2015-02-21 17:07:45 -0800,, 569302005111508992,negative,1.0,Lost Luggage,1.0,United,,hannahcbeck,,1,"@united Still do not have my bag, it's in the CLT airport. Was originally told I would have it by 2pm.","[35.07067492, -80.7899648]",2015-02-21 17:05:49 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 569301951478935553,neutral,0.6672,,,United,,BethRunsDisney,,0,@united Yes. About an hour after landing.,,2015-02-21 17:05:37 -0800,NYC,Eastern Time (US & Canada) 569301745219850241,negative,1.0,Late Flight,0.6737,United,,Randy_King_SF,,0,@united just texted me to say flight is delayed due to air traffic control. BS! They pulled the plane in Late Flight #lies,,2015-02-21 17:04:47 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569300959911768064,negative,1.0,Customer Service Issue,0.63,United,,seansegal,,0,@united 6 minutes to boarding at b12 in Ord. No sign of gate agent. A little help?,,2015-02-21 17:01:40 -0800,,Eastern Time (US & Canada) 569300431412850688,neutral,1.0,,,United,,CoachMcRoberts,,0,@united On flight 1220 right now...,,2015-02-21 16:59:34 -0800,"Oxford, MS", 569300135328530432,neutral,1.0,,,United,,CoachMcRoberts,,0,@united Can you help me get a flight out tonight to Houston?Just don't want to be stuck here till Monday with all this bad weather moving in,,2015-02-21 16:58:24 -0800,"Oxford, MS", 569299492127842304,negative,1.0,Late Flight,1.0,United,,Randy_King_SF,,1,@united website says my flight is on time. It leaves in 15 min and nobody has boarded yet. #pathetic #needtobehonest,,2015-02-21 16:55:50 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569299401643917313,negative,1.0,Late Flight,0.3432,United,,cbtadvisors,,0,@united From the air: Another missed cnxn 2day. ATC went on strike in Belize this AM. Now family & I miss cnxn in EWR. Please see my DMs.,,2015-02-21 16:55:29 -0800,"Cambridge, MA, USA",Central Time (US & Canada) 569298744337788928,negative,1.0,Cancelled Flight,1.0,United,,lowenberg,,0,@united we are the airline that has Cancelled Flightled flights TOMORROW to the NYC area,,2015-02-21 16:52:52 -0800,, 569298712247312384,neutral,0.6814,,0.0,United,,gwen1013,,0,@united hoping to get out earlier than 2/23 (only phone option) or assistance with hotel.,,2015-02-21 16:52:44 -0800,"New Haven, CT", 569298251418959872,negative,1.0,Cancelled Flight,0.6561,United,,leahgenise,,0,@united having to pay for a hotel room in Cleveland because of last minute Cancelled Flightled connecting flight. Booked through united..Unimpressed!,,2015-02-21 16:50:54 -0800,,Quito 569298147144556544,negative,0.6236,Customer Service Issue,0.3277,United,,gwen1013,,0,@united I was on UA3782 and it was Cancelled Flightled. I'm waiting at customer service.,,2015-02-21 16:50:29 -0800,"New Haven, CT", 569297162795937792,neutral,0.6854,,0.0,United,,atom_burke,,0,@united I was on UA1069 today and left my sunglasses in seat 26F. Please help me get them back! #UnitedAirlines,,2015-02-21 16:46:35 -0800,"New York, NY", 569296784922578944,negative,1.0,Late Flight,1.0,United,,Angela_Saurine,,0,@united Flight has been delayed for another hour so only have 24 mins to transit at LAX... Extremely unlikely I will make it!,"[43.60417384, -110.7362561]",2015-02-21 16:45:05 -0800,"Sydney, Australia",Sydney 569296585697464320,negative,1.0,Late Flight,0.657,United,,CoachMcRoberts,,1,@united 4595. We are now going back to the gate b/c of something overheating after sitting out here for 3+ hours.Love United but this stinks,,2015-02-21 16:44:17 -0800,"Oxford, MS", 569296356143050754,negative,1.0,longlines,0.3462,United,,ScottyNeuman,,1,@united congratulations united. Fail again. Sky at a gate with a plane full of people waiting on 2. Weather gets worse now we can't leave.,"[39.85760174, -104.66669625]",2015-02-21 16:43:22 -0800,"Montana, God's country ",Pacific Time (US & Canada) 569296055478722560,negative,1.0,Lost Luggage,1.0,United,,maxcotter,,1,"@united thank you for leaving my bag in houston! despite what your system says, i was definitely on the flight!",,2015-02-21 16:42:11 -0800,toronto,Central Time (US & Canada) 569295556729823232,negative,1.0,Bad Flight,0.6566,United,,flyinhoc1,,1,@united how come a $27 shuttle bus from LGA to EWR has electrical power outlets but our new Airbus interiors do not? #whyjeff?,,2015-02-21 16:40:12 -0800,, 569294326259253248,negative,0.6831,Late Flight,0.3569,United,,ByronJ,,0,Reply to @united - Doesn't do any good to check outlets preflight when moved to different equipment after boarding due to malfunction.,,2015-02-21 16:35:19 -0800,"Foster City, CA", 569293965448458240,negative,1.0,Bad Flight,1.0,United,,DJTouf,,1,@united 15-hr flight w/broken #Dreamliner media system. Witness #mental #breakdown as we bounce off walls. Remind me why I'm 1K.,,2015-02-21 16:33:52 -0800,"Buffalo, NY", 569293296872222720,negative,1.0,Late Flight,1.0,United,,HPStorageGuy,,0,@united I was rebooked thru SFO but arrive 9 hours Late Flight and miss activities. I asked to fly today with stop over. Was told I'd have to pay.,,2015-02-21 16:31:13 -0800,Boise,Mountain Time (US & Canada) 569293295655866369,negative,1.0,Can't Tell,1.0,United,,JSJ35,,0,@united never again.,,2015-02-21 16:31:13 -0800,Blue Area of the Moon,Eastern Time (US & Canada) 569292823805042688,positive,1.0,,,United,,minion444,,0,@united tonight you made this Fred Flintstone happy with an upgrade to 1st class. http://t.co/gKgKZLAwpR,"[26.07294988, -80.14147128]",2015-02-21 16:29:20 -0800,Central NJ,Eastern Time (US & Canada) 569291447377137664,neutral,0.6196,,0.0,United,,jbishop309,,0,@united who do I need to contact regrading a complaint and to get a voucher funds for future travel on United?,,2015-02-21 16:23:52 -0800,,Mountain Time (US & Canada) 569289995749494784,negative,1.0,Flight Booking Problems,0.3513,United,,thatchickmaggie,,1,@united is trying to strand us in Houston until tomorrow morning. pretty sure overFlight Booking Problems and maintenance aren't our fault.,,2015-02-21 16:18:06 -0800,"Washington, DC",Eastern Time (US & Canada) 569289573395800064,negative,1.0,Customer Service Issue,1.0,United,,bartha75,,0,@united your costumer service today in the Providence airport was sucked. Recommend your airline learn to check the weather and be honest,"[0.0, 0.0]",2015-02-21 16:16:25 -0800,san diego, 569287656607100929,negative,1.0,Bad Flight,0.3535,United,,ExplodingGreen,,0,@united fire yr rep who refused to put me on a flight that I had a boarding pass and seat on. Full explanation and her name in complaint.,,2015-02-21 16:08:48 -0800,"Portland, Oregon",Pacific Time (US & Canada) 569287433008754688,positive,1.0,,,United,,michaelmcd,,0,@united that's great! pls let me know when u start!,,2015-02-21 16:07:55 -0800,Beijing | Los Angeles,Beijing 569287399131389953,neutral,0.6522,,,United,,Abdelati786,,0,@united @ehsanisMpowered lmfao,,2015-02-21 16:07:47 -0800,Heart of America,Central Time (US & Canada) 569287318898495490,negative,1.0,Flight Attendant Complaints,0.6961,United,,hadAbadWeek,,0,"@united God damn fucking crew won't be here till 6:40, so you've known for over an hour and a half the flight time was bullshit.",,2015-02-21 16:07:28 -0800,, 569286569548320769,negative,1.0,Flight Attendant Complaints,0.3512,United,,luko,,1,@united you really do have a culture problem. Everyone I tried to work with blamed someone else or told me how they're short staffed,,2015-02-21 16:04:29 -0800,Pittsburgh,Quito 569285045401178113,negative,1.0,Can't Tell,1.0,United,,JSJ35,,0,@united sucks.,,2015-02-21 15:58:26 -0800,Blue Area of the Moon,Eastern Time (US & Canada) 569283956484415490,negative,1.0,Cancelled Flight,0.684,United,,lowenberg,,1,@united I can understand that but to not have another plane available when there is a full day till departure is unacceptable. Phoenix?,,2015-02-21 15:54:06 -0800,, 569283845985427457,negative,1.0,Can't Tell,1.0,United,,annnnge,,0,@united is honestly RUINING MY FUCKING LIFE RIGHT NOW. NEVER AGAIN!!!!!!!!!!!!!!!!!!!!!!!!!!!,,2015-02-21 15:53:40 -0800,☁️, 569283511192051712,negative,1.0,longlines,0.3626,United,,gwen1013,,0,@united Flight Cancelled Flightled to BDL and stranded @Dulles_Airport. Waiting almost 2hrs at customer service. Shout out to diligent agents.,,2015-02-21 15:52:20 -0800,"New Haven, CT", 569282692014977025,neutral,0.6325,,0.0,United,,JSJ35,,0,@united where's the crew for ua748?,,2015-02-21 15:49:05 -0800,Blue Area of the Moon,Eastern Time (US & Canada) 569282312203997185,positive,1.0,,,United,,jimccooper,,0,@united thanks ... not sure arranged move to the earlier flight but I'm at the gate with a seat assignment. Super nice agent at gate C4 ORD,,2015-02-21 15:47:34 -0800,,Eastern Time (US & Canada) 569281144186908672,negative,0.6565,Can't Tell,0.3539,United,,ZachAlpert,,0,@united quality work going on here. http://t.co/9xbO5daKaK,,2015-02-21 15:42:56 -0800,"Chicago, IL",Central Time (US & Canada) 569281033365037056,negative,1.0,Lost Luggage,0.6882,United,,hannahcbeck,,1,@united No customer service rep could confirm where my bag was & each gave me different info. Ruined 2 events I had today. #disappointed,"[35.00096266, -80.87374938]",2015-02-21 15:42:29 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 569280669593038848,negative,1.0,Can't Tell,0.6677,United,,MaxAbrahms,,1,@united We've let you know how to help the millions of customers you've treated like garbage. It's no coincidence ur ranked WORST airline.,,2015-02-21 15:41:03 -0800,"Boston, MA",Atlantic Time (Canada) 569280157678071808,negative,0.7053,Customer Service Issue,0.3789,United,,hannahcbeck,,0,"@united yes, after landing at 930pm last night. Spoke to 10 baggage claim customer service reps. Finally spoke to one amazing ticket agent.","[35.00595547, -80.89437239]",2015-02-21 15:39:00 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 569279586921353216,negative,1.0,Bad Flight,0.6955,United,,EYA10,,1,@united Charging $6500 for biz flight to UK = somewhat egregious. Charging $3 on top for a Sam Adams draft at the United Club is usurious.,,2015-02-21 15:36:44 -0800,, 569278858123300864,positive,0.6787,,,United,,SmallMol,,0,@united I see. Thanks for explaining.,,2015-02-21 15:33:51 -0800,A Californian in London, 569278347441799169,negative,1.0,Customer Service Issue,0.6571,United,,gerryrard,,0,@united Your social listening capabilities are awful if this is the reply for the context in which you were mentioned @stevelord212,,2015-02-21 15:31:49 -0800,New York City,Eastern Time (US & Canada) 569278020441284608,negative,1.0,Customer Service Issue,0.6913,United,,MaxAbrahms,,0,@united If you follow me I will DM you my phone # which you can call.,,2015-02-21 15:30:31 -0800,"Boston, MA",Atlantic Time (Canada) 569277733416513536,positive,1.0,,,United,,SmallMol,,0,"@united After an hour+ wait, my issue is resolved. I did contact customer service to comment on the wait time. Thanks for contacting me.",,2015-02-21 15:29:22 -0800,A Californian in London, 569276854458310658,positive,0.6533,,0.0,United,,WendyJaccard,,0,"@united Yes, they did. Must have fixed the broken ramp. Thanks!",,2015-02-21 15:25:53 -0800,"Virginia/Metro Washington, DC",Eastern Time (US & Canada) 569276415927037952,negative,1.0,Late Flight,1.0,United,,kevinforgoogle,,0,@united Flight:UA1750 is basically a prison on the runway @ SFO 6delays 4hrs of sitting no water no answers. reminded y I hate this airline,,2015-02-21 15:24:08 -0800,"San Francisco, CA", 569276207696453632,positive,0.6809,,,United,,untalMontfort,,0,@united thanks,"[19.43010575, -99.18988829]",2015-02-21 15:23:19 -0800,"Mexico City, Mexico",Central Time (US & Canada) 569275566077165568,neutral,1.0,,,United,,SallyM0nster,,0,"@united hey, I missed my outbound flight - can I still use my return ticket?",,2015-02-21 15:20:46 -0800,Muswell Hill,London 569275476642013186,negative,1.0,Lost Luggage,1.0,United,,keykeydoodle,,0,@united says @USAirways is the final carrier . Us air doesnt have it. I want my bag!!! Not a claim not an im sorry. I want my clothes!!,,2015-02-21 15:20:24 -0800,Wonderland,Eastern Time (US & Canada) 569275466936397825,negative,1.0,longlines,0.3483,United,,davidblevine,,0,@united seriously? 2-4 hrs to get bags from IAD intl arvls to carousel 2 for custs w/Cancelled Flightled connects? I understand irrops but ridiculous!,,2015-02-21 15:20:22 -0800,What day is it?,Quito 569275430311751682,negative,1.0,Late Flight,1.0,United,,kevinforgoogle,,0,@united most terrible flight experience happening to everyone right now on Flight:UA1750 6 delays 4 hrs total missed all my flights now thnx,,2015-02-21 15:20:13 -0800,"San Francisco, CA", 569275000232013825,negative,1.0,Lost Luggage,1.0,United,,keykeydoodle,,0,@united @USAirways @AmericanAir @americanone one of you has my bag! Claim 4016688561 and i want it in MGA!!!! Now!!!,,2015-02-21 15:18:31 -0800,Wonderland,Eastern Time (US & Canada) 569274801388425217,negative,1.0,Can't Tell,0.6891,United,,ZachAlpert,,0,@united you have failed so uncontrollably today that it's beyond repair. I'm beyond livid with your absolute disregard to operations.,,2015-02-21 15:17:43 -0800,"Chicago, IL",Central Time (US & Canada) 569274618428526592,neutral,1.0,,,United,,jamescalderwood,,0,@united The Opal Dragon book The Dragon (ALI) has woven his murdering ways from the Philippines to Australia http://t.co/N2fvElcYgz,"[0.0, 0.0]",2015-02-21 15:17:00 -0800,South Australia, 569274001173979137,negative,1.0,Lost Luggage,1.0,United,,Far3TheeWell,,0,@united A friend traveled via UA1470 today and never got their luggage. What recourse does the person have? Buy clothes and get reimbursed?,,2015-02-21 15:14:33 -0800,,Eastern Time (US & Canada) 569273451564785664,negative,1.0,Flight Booking Problems,0.6739,United,,carolinepqrst,,0,@united I keep getting kicked to an error message when trying to purchase a flight on http://t.co/p3N2w8JfpS. Have tried at least 4x.,,2015-02-21 15:12:22 -0800,"Austin, TX", 569273298325864448,neutral,1.0,,,United,,mrskmwatkins,,0,@united - any way to get a message to an international flight gate at EWR? Road conditions are horrible trying to get to flight ...,,2015-02-21 15:11:45 -0800,Philly Burbs, 569273251186286593,neutral,0.6308,,0.0,United,,GreenkidspenWRA,,0,@united Hello we are doing a world record attempt on the amount of ball point pens in a collection please could you help with a pen?,,2015-02-21 15:11:34 -0800,Grimsby - UK, 569272738826694656,negative,1.0,Can't Tell,0.6817,United,,luko,,0,@united you have a culture issue,,2015-02-21 15:09:32 -0800,Pittsburgh,Quito 569272664344428545,negative,1.0,Customer Service Issue,1.0,United,,Keels2515,,0,@united rep wouldn't rebook. This is such a waste of time and poor communication,,2015-02-21 15:09:14 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569272359334453249,negative,1.0,Late Flight,1.0,United,,loracle,,1,@united my flight is Late Flight due to mechanical issues 3 of 4 flights in past 10 days!,,2015-02-21 15:08:01 -0800,California,Pacific Time (US & Canada) 569271943188209667,negative,1.0,Flight Attendant Complaints,0.6854,United,,luko,,1,@united employees almost seem happy when delivery terrible customer service.,,2015-02-21 15:06:22 -0800,Pittsburgh,Quito 569271561481531392,neutral,0.6651,,0.0,United,,BekeAbe,,0,@united can I get your service desk # at IAD?,,2015-02-21 15:04:51 -0800,Gooner,Eastern Time (US & Canada) 569270012894060545,negative,1.0,Cancelled Flight,1.0,United,,lowenberg,,1,@united its 2015. How can my flight from a major city already be Cancelled Flightled 24 hours before departure due to weather?? Backup planes??,,2015-02-21 14:58:42 -0800,, 569269140386488320,positive,1.0,,,United,,eotoro,,0,@united Kurt and the crew on UA1745 were amazing today. They made my son's birthday with their kindness. Hope to fly with them again soon!,,2015-02-21 14:55:14 -0800,"iPhone: 0.000000,0.000000",Central Time (US & Canada) 569267323330129920,negative,1.0,Customer Service Issue,1.0,United,,SmallMol,,0,"@united Been on hold on the phone for well over half an hour, waiting to make a reservation change I *wanted* to make online. Help!",,2015-02-21 14:48:01 -0800,A Californian in London, 569264951401054208,negative,1.0,Cancelled Flight,0.6633,United,,jimbradshaw4,,0,"@united 2/2 Instead, had to wait on plane from Ottawa that never came. Now I'm back home and have to try again tomorrow. Suitcase still lost",,2015-02-21 14:38:35 -0800,,Eastern Time (US & Canada) 569264912695840768,negative,0.66,Customer Service Issue,0.34,United,,hoozsah,,0,@united i'm glad u can solve the prob. But my experience remains - will not fly again on #United,,2015-02-21 14:38:26 -0800,, 569264736455536641,negative,1.0,Cancelled Flight,1.0,United,,jimbradshaw4,,0,@united u Cancelled Flighted my flight from IAD to JAX. Was supposed to use plane from BNA but u used that plane for another destination instead. 1/2,,2015-02-21 14:37:44 -0800,,Eastern Time (US & Canada) 569262680965402624,negative,1.0,longlines,0.7057,United,,joshanon,,0,"@United appreciate the early arrival of UA1002, but any chance ORD will ever bring the bags out?",,2015-02-21 14:29:34 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569262631258705920,neutral,1.0,,,United,,bradleycfox,,0,@united - it is possible to make a ticket change via Twitter? Traveling internationally and can't make calls... Thanks in advance!,,2015-02-21 14:29:22 -0800,"Seattle, WA / 36,000 feet",Pacific Time (US & Canada) 569261989735718914,negative,1.0,Damaged Luggage,1.0,United,,untalMontfort,,0,@united A broken luggage and a mild case of food poisoning from UA5 LHR-IAH. Who can I email about this?,"[19.41622708, -99.16143525]",2015-02-21 14:26:49 -0800,"Mexico City, Mexico",Central Time (US & Canada) 569261791928315905,negative,0.6854,Can't Tell,0.3708,United,,pongchmp,,0,@united just filled it out. Hope someone responds before we book our next trip.,,2015-02-21 14:26:02 -0800,,Eastern Time (US & Canada) 569261737037455361,negative,1.0,Cancelled Flight,0.6513,United,,scottychadwick,,0,@united friends been sitting in Houston since 7am flight Cancelled Flighted.Still don't have any answers. #BadCustomerService #$10voucherwhatajoke,,2015-02-21 14:25:49 -0800,,Eastern Time (US & Canada) 569261495449595905,negative,1.0,Customer Service Issue,0.6513,United,,apopnj01,,0,@united meant changed planes - i hate seating over wing if u wanted I would have booked it - u will get formal complaint,,2015-02-21 14:24:51 -0800,USA,Eastern Time (US & Canada) 569261077877248000,neutral,1.0,,,United,,travelmanphil,,0,@united give me an email address and I'll send the actually screen shot to you.,,2015-02-21 14:23:11 -0800,"Dallas, TX",Central Time (US & Canada) 569261063406882816,negative,1.0,Flight Booking Problems,0.6596,United,,apopnj01,,0,@united u guys did it again changed ages and double booked seats so I had to I've even though I have platinum and the other person none,,2015-02-21 14:23:08 -0800,USA,Eastern Time (US & Canada) 569260922365063169,neutral,0.6509,,0.0,United,,school_tales,,0,@united also checked email you have on file for me and it is correct,,2015-02-21 14:22:34 -0800,midwest and sometimes Spain, 569260366221348864,negative,1.0,Customer Service Issue,1.0,United,,school_tales,,0,@united haven’t before and haven’t this time & have checked spam/junk mail just in case—nothing,,2015-02-21 14:20:22 -0800,midwest and sometimes Spain, 569259694906220544,negative,1.0,Customer Service Issue,0.6559,United,,jcharvardapp,,0,@united sloppy stuff you don't see anymore - united has raised my expectations - this team was poor,,2015-02-21 14:17:42 -0800,,Atlantic Time (Canada) 569259688887492608,negative,0.6435,Customer Service Issue,0.6435,United,,nicc1217,,0,@united how long does it take to get a response from your customer service about a complaint done through email?,,2015-02-21 14:17:40 -0800,Boston MA,Central Time (US & Canada) 569259575800569857,negative,1.0,Can't Tell,0.6951,United,,jcharvardapp,,0,"@united no bag tagging, led to many people backing up the aisle to front with bags",,2015-02-21 14:17:13 -0800,,Atlantic Time (Canada) 569259442547470336,negative,1.0,Flight Attendant Complaints,1.0,United,,jcharvardapp,,0,"@united cabin crew were huge offenders, stood as a conversational cluster blocking exiting passengers",,2015-02-21 14:16:42 -0800,,Atlantic Time (Canada) 569259272556535808,negative,1.0,Bad Flight,0.6821,United,,jcharvardapp,,0,@united allowing passengers on my flight to block exit of plane,,2015-02-21 14:16:01 -0800,,Atlantic Time (Canada) 569259186711764992,negative,0.6744,Flight Attendant Complaints,0.3375,United,,jcharvardapp,,0,@united no wheelchairs,,2015-02-21 14:15:41 -0800,,Atlantic Time (Canada) 569259152746221568,negative,1.0,Can't Tell,0.6733,United,,jcharvardapp,,0,"@united no commitment to a good turnaround, an operations mgr would have counted a dozen small issues with individual performance",,2015-02-21 14:15:32 -0800,,Atlantic Time (Canada) 569259056956727296,negative,1.0,Late Flight,0.3627,United,,BVSCAPE,,0,@united the nightmare continues... http://t.co/TsvgbrL15f,,2015-02-21 14:15:10 -0800,,Eastern Time (US & Canada) 569258900228190208,negative,1.0,Customer Service Issue,0.6712,United,,jcharvardapp,,0,@united this team added 30 mins on turnaround,,2015-02-21 14:14:32 -0800,,Atlantic Time (Canada) 569258454633701376,positive,0.6522,,0.0,United,,jcharvardapp,,0,"@united as a million miler with UA, and flying almost every week I observe gate and flight crews committed to good operations",,2015-02-21 14:12:46 -0800,,Atlantic Time (Canada) 569258100324048900,negative,1.0,Customer Service Issue,1.0,United,,ralonG2013,,0,@united call wait times are over 20 minutes and airport wait times are longer,,2015-02-21 14:11:22 -0800,just living the dream , 569258013950808064,positive,0.6533,,,United,,IanJolicoeur,,0,"@united thanks, we did.",,2015-02-21 14:11:01 -0800,, 569257932908470273,negative,1.0,Customer Service Issue,1.0,United,,ralonG2013,,0,"@united yes, I've been waiting for four hours and no one has been able to help me.",,2015-02-21 14:10:42 -0800,just living the dream , 569257818789978113,positive,1.0,,,United,,KristinMcNeil,,0,@united thank you for compensating us for our 4 lost bags. We will fly with you again! #UnitedAirlines,,2015-02-21 14:10:14 -0800,"Minnesota, USA",Central Time (US & Canada) 569257540023951360,negative,1.0,Late Flight,1.0,United,,gorgeousjack,,0,@united we are sitting on the runway for 2 hours! It is ridiculous!!,,2015-02-21 14:09:08 -0800,GORGEOUS UNIVERSE,Quito 569257033972604929,negative,1.0,Customer Service Issue,1.0,United,,GregKuroda,,0,"@united, no, your service here pretty much ruined my day, but thanks for the weak attempt",,2015-02-21 14:07:07 -0800,The Garden State,Eastern Time (US & Canada) 569256471046823937,negative,1.0,Bad Flight,0.3449,United,,ABBaitCo,,0,"@united what, you forgot to tell them the flight was coming... Thanks for allowing me to miss my connection",,2015-02-21 14:04:53 -0800,"Bethlehem, PA",Eastern Time (US & Canada) 569256434736746496,negative,0.6452,Can't Tell,0.3441,United,,9kenny5,,0,"@united Such as deodorant, shampoo, toothpaste. Seems like that would be limited to 70oz, correct?",,2015-02-21 14:04:44 -0800,England,London 569256307045179392,negative,1.0,Bad Flight,0.3579,United,,yajur,,0,@united Why was I forced to check my rollaboard on UA 715? Plenty of room in the overhead next to my seat. http://t.co/5xvNnmLTiW,,2015-02-21 14:04:14 -0800,Chicago,Central Time (US & Canada) 569256055781240832,negative,0.3402,Customer Service Issue,0.3402,United,,kenzieellis,,0,@united please don't take my membership away :(,,2015-02-21 14:03:14 -0800,,Eastern Time (US & Canada) 569253414971899905,negative,1.0,Cancelled Flight,1.0,United,,MeganStorey415,,0,"@united. Please get me an economy plus seat. Awful day of 2 Cancelled Flighted flights, after lots of planning.",,2015-02-21 13:52:45 -0800,, 569253382898126850,negative,1.0,Flight Attendant Complaints,0.65,United,,TimBouhour,,0,"@united has me #stranded (weather NOT to blame). 1hr+ hold to speak to an agent that doesn't understand the concept of time zones, thanks!",,2015-02-21 13:52:37 -0800,"Raleigh, NC", 569253285015752704,neutral,0.6574,,,United,,PalenMcDermott,,0,@united !!!!! YAAYY!!! YAY PROM!!!! http://t.co/DXicoyioxF,,2015-02-21 13:52:14 -0800,,Eastern Time (US & Canada) 569253190551498752,negative,1.0,Bad Flight,0.3571,United,,MeganStorey415,,0,@united but your system gave my seat away.now I'm 27L Economy! Not Econ + seat. How did you give my plus seat away?,,2015-02-21 13:51:51 -0800,, 569252801802592256,positive,1.0,,,United,,PalenMcDermott,,0,@united I JUST ASKED MY BOYFRIEND TO PROM OVER THE LOUDSPEAKER ON FLIGHT 494 HE SAID YES!!!! BEST DAY EVER!!! THANK U SO MUCH!!!!!!,,2015-02-21 13:50:18 -0800,,Eastern Time (US & Canada) 569252759087685632,negative,0.7077,Customer Service Issue,0.3649,United,,school_tales,,0,"@united yep—used that twice; no case id numbers assigned; just tried it again-get screen that says, “thank you for submitting your request”",,2015-02-21 13:50:08 -0800,midwest and sometimes Spain, 569252732940320768,negative,1.0,Bad Flight,0.6563,United,,MeganStorey415,,0,@united please. You moved my seats and lost my upgrade. I had seat 20L. I have a ticket in my hand for 20L,,2015-02-21 13:50:02 -0800,, 569251080598478848,positive,1.0,,,United,,alicekeeler,,0,So appreciated! @united,,2015-02-21 13:43:28 -0800,"Fresno, CA", 569250623427780608,positive,0.3367,,0.0,United,,nyc2theworld,,0,@united Hmmm...seems like this could be something to be changed to be more #flyerfriendly.,,2015-02-21 13:41:39 -0800,One of the C-gates at EWR.,Eastern Time (US & Canada) 569250015752749057,positive,0.6661,,,United,,SoSickOfBallin,,0,@united No problem just follow me back so I can! Thank you!,,2015-02-21 13:39:14 -0800,, 569249933271965696,negative,1.0,Customer Service Issue,0.6718,United,,Keels2515,,0,@united any help is appreciated. That's a LOOONG wait for help on something that's not his fault,,2015-02-21 13:38:54 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569249783216537601,negative,1.0,Cancelled Flight,1.0,United,,Keels2515,,0,@united my husband is supposed to fly RDU to IAD then IAD to FRA leaving in 2 hours. You Cancelled Flighted his flight and there's a 1hr wait on phone,,2015-02-21 13:38:19 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569249769421295616,negative,1.0,Can't Tell,1.0,United,,ralonG2013,,0,@united is probably the least satisfactory airline I've ever been on. Never fails to disappoint.,,2015-02-21 13:38:15 -0800,just living the dream , 569249493264289793,positive,1.0,,,United,,PalenMcDermott,,0,@united this flight has been amazing. This is the best flight I have ever been on I am not kidding. Service is INCREDIBLE!,,2015-02-21 13:37:09 -0800,,Eastern Time (US & Canada) 569249416462409729,negative,1.0,Customer Service Issue,1.0,United,,dlm_3,,0,@united not sure why u call it customer care. Should be customer we don't care,,2015-02-21 13:36:51 -0800,Global,Eastern Time (US & Canada) 569249223897526272,negative,1.0,Cancelled Flight,1.0,United,,NoahLocke,,0,@united who is in charge of making decisions over there? Cancelled Flightling flight UA1150 was unacceptable. I should be in #Belize right now.,,2015-02-21 13:36:05 -0800,"Madison, WI",Pacific Time (US & Canada) 569248898071580672,negative,0.6687,Can't Tell,0.3575,United,,jorge_guajardo,,1,@united I fly @AmericanAir normally. This doesn't happen to me with them. I'll let your flyers provide their own feedback. Thank you.,,2015-02-21 13:34:48 -0800,"Washington, DC",Alaska 569248843532886016,positive,1.0,,,United,,heygorgevents,,0,@united the upgrade to first class was a nice way to fix your earlier mistake. Thank you!,,2015-02-21 13:34:35 -0800,"Grand Rapids, Michigan",Central Time (US & Canada) 569248000456970240,negative,1.0,Bad Flight,0.3455,United,,ABBaitCo,,0,@united how about plowing the snow at a gate before the plane arrives so we don't sit for 45 minutes after an 8 hr flight.... Fail,,2015-02-21 13:31:14 -0800,"Bethlehem, PA",Eastern Time (US & Canada) 569247579692781569,neutral,1.0,,,United,,EbolaOutbreakUS,,0,@united SATURDAY this morning Man dies from Ebola http://t.co/hXVVIS0VWw,,2015-02-21 13:29:33 -0800,,Eastern Time (US & Canada) 569247182337019904,positive,1.0,,,United,,smithnr,,0,@united Rhonda C. at Atlanta airport redeemed you guys. She got us straightened out.,,2015-02-21 13:27:59 -0800,"31.790466, -85.971558",Central Time (US & Canada) 569247029446119424,negative,1.0,Can't Tell,0.65,United,,pongchmp,,1,"@united ok so what is being done about my experience? My family had a terrible experience for $1,200. It's kind of like being robbed.Explain",,2015-02-21 13:27:22 -0800,,Eastern Time (US & Canada) 569246786440830977,negative,1.0,Lost Luggage,1.0,United,,thebadvillain,,0,@united great job losing one of my six bags on a direct flight. Don't know how you manage to do it.,,2015-02-21 13:26:24 -0800,, 569245240336330752,negative,1.0,Customer Service Issue,1.0,United,,GregKuroda,,0,@united the worst customer service in Denver.,,2015-02-21 13:20:16 -0800,The Garden State,Eastern Time (US & Canada) 569244295921692672,negative,1.0,Bad Flight,1.0,United,,MeganStorey415,,0,"@united ruined my day & start trip SFO to GIG. both legs changed, lost my paid upgrade & 200 1st class seat & moved me from Econ + to Econ",,2015-02-21 13:16:30 -0800,, 569244202225307648,neutral,1.0,,,United,,9kenny5,,0,@united So what's allowed or what's not allowed to be carried in my checked baggage?,,2015-02-21 13:16:08 -0800,England,London 569244201021362176,negative,1.0,Late Flight,0.6421,United,,SomuchWhit,,0,@united now been on board with no movement for 25 min...wow this experience just keeps getting worse and worse,,2015-02-21 13:16:08 -0800,,Pacific Time (US & Canada) 569243889011281920,negative,1.0,Flight Attendant Complaints,1.0,United,,SomuchWhit,,0,@united have an employee at the gate 15min before boarding like u expect ur customers to. Be a competent company like ur rivals,,2015-02-21 13:14:53 -0800,,Pacific Time (US & Canada) 569243676594941953,negative,1.0,Can't Tell,0.353,United,,LisaKothari,,0,@united No wonder the cabin is filthy. #badservice,"[37.61782989, -122.39172299]",2015-02-21 13:14:03 -0800,Seattle WA,Pacific Time (US & Canada) 569243519652470784,negative,1.0,Flight Attendant Complaints,0.6809,United,,LisaKothari,,0,"@united And then when we asked the stewardess to take the disinfectant wipe as trash she said, ""not with my hands!"" #badservice","[37.61761896, -122.39164663]",2015-02-21 13:13:25 -0800,Seattle WA,Pacific Time (US & Canada) 569243270745866240,negative,0.7125,Can't Tell,0.7125,United,,justleon,,1,@united I need #United to be a better airline!!,,2015-02-21 13:12:26 -0800,New York City,Eastern Time (US & Canada) 569242387878428672,negative,1.0,Cancelled Flight,1.0,United,,cryfshr,,0,@united flight was Cancelled Flightled due to mechanical issues but when I ask for cab fare they say it was weather and can't help me,,2015-02-21 13:08:55 -0800,America, 569242111100514305,neutral,1.0,,,United,,AndrewMcDublin,,0,"@united I haven't booked yet, I'm asking before I book",,2015-02-21 13:07:49 -0800,, 569242047917502464,positive,0.358,,0.0,United,,ThatsVy,,0,"@united Hi there, looks like my connection is delayed too so I'll make it. Thanks!",,2015-02-21 13:07:34 -0800,SoCal,Pacific Time (US & Canada) 569242037968445441,negative,1.0,Can't Tell,1.0,United,,LisaKothari,,0,"@united Luckily, I had my disinfectant wipes and did your job for you. You're welcome. #badservice",,2015-02-21 13:07:32 -0800,Seattle WA,Pacific Time (US & Canada) 569241682283081728,negative,1.0,Bad Flight,1.0,United,,LisaKothari,,0,@united You really should clean the food and coffee stains off of the area around the seats when new passengers come aboard. Gross!,,2015-02-21 13:06:07 -0800,Seattle WA,Pacific Time (US & Canada) 569240866684071936,positive,1.0,,,United,,PalenMcDermott,,1,@united cldnt be happier w the many plastic wing pins given to me on flight 494. I love them! Amazing staff! So nice http://t.co/CbV7f3KBKx,,2015-02-21 13:02:53 -0800,,Eastern Time (US & Canada) 569239939776274433,neutral,0.6316,,0.0,United,,nyc2theworld,,0,@united since UA 1226 ORD-EWR is delayed pushing it into meal time does that mean it will be catered with meals in First?,,2015-02-21 12:59:12 -0800,One of the C-gates at EWR.,Eastern Time (US & Canada) 569239293429833728,negative,0.6821,Bad Flight,0.3487,United,,JoeSchmuck,,0,@united help? Invest more in your planes and your people and less in stock buybacks and executive pay. Maybe then you would not disappoint.,,2015-02-21 12:56:38 -0800,San Francisco,Pacific Time (US & Canada) 569238938042421249,negative,1.0,Cancelled Flight,1.0,United,,rpgibson8589,,0,@united ROC flight Cancelled Flightled. Love my snowy drive home with no useful substitutes,,2015-02-21 12:55:13 -0800,Rochester NY,Eastern Time (US & Canada) 569238148032671744,neutral,0.643,,0.0,United,,AndrewMcDublin,,0,@united correct? What's correct? Sorry I'm lost,,2015-02-21 12:52:05 -0800,, 569237947033255936,negative,1.0,Customer Service Issue,0.6539,United,,TheBarnesology,,0,@united that's a crazy long form! You need something other than a video?,"[40.72476892, -74.09204213]",2015-02-21 12:51:17 -0800,"Houston, TX",Central Time (US & Canada) 569237356622024704,negative,1.0,Can't Tell,1.0,United,,AviNewYork,,0,@united I hope not to see the same issue on my return flight tomorrow,"[18.47066766, -68.40014139]",2015-02-21 12:48:56 -0800,,Eastern Time (US & Canada) 569236834783342593,negative,1.0,Cancelled Flight,1.0,United,,AngelikaGiatras,,0,@united flight just Cancelled Flightled. This is ridiculous,,2015-02-21 12:46:51 -0800,"Chicago, IL",Eastern Time (US & Canada) 569236060615667713,neutral,0.7065,,0.0,United,,AndrewMcDublin,,0,@united I'm flying UA but *G with A3,,2015-02-21 12:43:47 -0800,, 569235954789015552,negative,0.9286,Customer Service Issue,0.9286,United,negative,screamingbrat,Customer Service Issue,0,@united You shouldn't page o'head that it's best to call 1-800# - on hold 26+ mins,,2015-02-21 12:43:22 -0800,"new york, baby",Eastern Time (US & Canada) 569235062862036992,neutral,1.0,,,United,,setfive,,0,"@united we have developers flying down tmrw morn. w/45 min layover, there is an earlier flight to have 1.5hr layover, can move them up?",,2015-02-21 12:39:49 -0800,"Central Sq. Cambridge, MA",Eastern Time (US & Canada) 569234592420331520,positive,0.6737,,,United,,elmoray,,0,@united thanks for the reply. If you can get me a better seat on my next leg to Munich. That would be nice.,,2015-02-21 12:37:57 -0800,"Forest Grove, OR",Pacific Time (US & Canada) 569233531483918337,negative,1.0,Customer Service Issue,1.0,United,,smithnr,,0,@united appreciate getting put on hold for 20min and then getting hung up on because I was requesting help for big group. I'll try #Delta,,2015-02-21 12:33:44 -0800,"31.790466, -85.971558",Central Time (US & Canada) 569233434423353344,neutral,0.3444,,0.0,United,,c4pyro,,0,@united Home is Calgary can you get us there without the added expense of accommodations and meals.,,2015-02-21 12:33:21 -0800,, 569233335915925505,negative,1.0,Can't Tell,0.684,United,,elmoray,,0,@united thank you for your reply. My frustration is that spending a upgrade just puts you on a wait list.,,2015-02-21 12:32:57 -0800,"Forest Grove, OR",Pacific Time (US & Canada) 569233194723078144,negative,1.0,Damaged Luggage,0.6631,United,,HSeeley14,,0,@united @nathankillam or your staff could try not throwing the luggage around.,,2015-02-21 12:32:24 -0800,"Vancouver, BC ", 569232650965102592,negative,1.0,Late Flight,0.6402,United,,c4pyro,,0,@united 4 of us are stranded And flying from New Orleans to Huston tonight and we will be stuck there for two days. Rather fly than wait.,,2015-02-21 12:30:14 -0800,, 569232560330555393,negative,0.635,Bad Flight,0.3221,United,,polkj71,,0,@united hello I am flying first class and am behind 20 people on zone 1!!!!! Pls pass on to app dept - you should board 1st class first,,2015-02-21 12:29:52 -0800,, 569232480181489665,positive,1.0,,,United,,ChefjeffSD,,0,@united thank you for taking care of my mom and reFlight Booking Problems her flight in phl.,,2015-02-21 12:29:33 -0800,San Diego ,Pacific Time (US & Canada) 569232221397065728,negative,1.0,Customer Service Issue,1.0,United,,hadAbadWeek,,0,"@united can't get anyone to deal with me in person. Cowardly customer service, I can't be looked in the eyes by anyone.",,2015-02-21 12:28:32 -0800,, 569231984334995456,negative,0.6492,Flight Attendant Complaints,0.3304,United,,hadAbadWeek,,0,"@united nope. Called, lost the seating preference I paid for, and here I still sit. We'll see what happens w/ my flight Late Flightr.",,2015-02-21 12:27:35 -0800,, 569231858485080066,negative,1.0,Late Flight,0.3556,United,,WSlough,,0,@united stuck in DC trying to get to Denver. The engine shut down twice on us at the terminal. Got any available flights for me?,"[38.94291482, -77.44870496]",2015-02-21 12:27:05 -0800,"Richmond, VA", 569231763173560320,positive,1.0,,,United,,jowyang,,0,"@united Ill check it out, appreciate the response, regardless.",,2015-02-21 12:26:42 -0800,"Silicon Valley, CA",Pacific Time (US & Canada) 569229796401684480,neutral,0.6768,,0.0,United,,school_tales,,0,@united nope. no case id either time.,,2015-02-21 12:18:53 -0800,midwest and sometimes Spain, 569228892638019585,negative,1.0,Cancelled Flight,1.0,United,,pwaggs,,0,@united yes 1427 Cancelled Flightled. Moved to 333. I'll figure out car rental changes and such.,,2015-02-21 12:15:18 -0800,"Washington, DC",Eastern Time (US & Canada) 569228707203837952,negative,0.6729,Bad Flight,0.6729,United,,jaycalavas,,0,"@united troubling news, time to raise the bar on legroom! http://t.co/nmbHNGnMkI",,2015-02-21 12:14:34 -0800,"ÜT: 39.768182,-86.167261",Pacific Time (US & Canada) 569228668918222849,positive,1.0,,,United,,toddon14th,,0,@united 1632 was phenomenal frm gate (SEA) to gate (IAD),,2015-02-21 12:14:25 -0800,washington dc,Eastern Time (US & Canada) 569227372223811584,positive,0.3366,,0.0,United,,zachkpearson,,0,.@united Thanks. Hopefully this is easily resolved.,,2015-02-21 12:09:15 -0800,"Portland, Oregon",Pacific Time (US & Canada) 569227342675116033,neutral,1.0,,,United,,AndrewMcDublin,,0,"@united A3 Gold. So the international baggage limit apply when booked on 1 ticket,even for a domestic leg? What if I travel with 2 friends?",,2015-02-21 12:09:08 -0800,, 569226313220947969,negative,1.0,Cancelled Flight,1.0,United,,luko,,0,@united terrible travel experience. Traveled 8000 miles roundtrip but two Cancelled Flightlations of short hops cost me two days,,2015-02-21 12:05:03 -0800,Pittsburgh,Quito 569226228152053760,negative,1.0,Customer Service Issue,0.3712,United,,TheBarnesology,,0,@united why are you charging people to see the freaking flight map? https://t.co/AgPb45v8wt,,2015-02-21 12:04:43 -0800,"Houston, TX",Central Time (US & Canada) 569225585181880320,negative,1.0,Late Flight,1.0,United,,ThatsVy,,0,@United my flight from MCO has been delayed & scheduled to arrive after my connection departs. What options do I have?,,2015-02-21 12:02:09 -0800,SoCal,Pacific Time (US & Canada) 569225573773369344,negative,1.0,Can't Tell,0.6707,United,,SomuchWhit,,0,@united is not a company that values it's customer & after reading tweets to them I'm not the only one who feels that way #lostmybusiness,,2015-02-21 12:02:07 -0800,,Pacific Time (US & Canada) 569224849144418304,negative,1.0,Can't Tell,0.645,United,,BVSCAPE,,1,"@united I was insulted, disrespected and met with incompetence at every turn how about a voucher for a domestic round trip",,2015-02-21 11:59:14 -0800,,Eastern Time (US & Canada) 569224824066842624,negative,1.0,Cancelled Flight,1.0,United,,brandonmajor,,0,@united. DAY to IAD and CVG to IAD both Cancelled Flightled by United but all other airlines operating. Friend stuck and now miss intl flight. Help?,,2015-02-21 11:59:08 -0800,,Eastern Time (US & Canada) 569222424236916736,neutral,0.6729,,0.0,United,,TenyZhu,,0,@united already DM you my concern. Pls check.,"[31.27777976, 121.59340615]",2015-02-21 11:49:36 -0800,,Pacific Time (US & Canada) 569221589822083072,negative,1.0,Can't Tell,0.7075,United,,BVSCAPE,,1,@united well if you don't want your customers to be frustrated compensate them appropriately when you screw up royally!! #fakesincerity,,2015-02-21 11:46:17 -0800,,Eastern Time (US & Canada) 569221517298368512,neutral,0.6437,,,United,,itsmarisa,,0,"@united I'm aware, I fly a lot :) Just sad I had to change my shoes (boots), ha! #HappyFlight",,2015-02-21 11:46:00 -0800,,Eastern Time (US & Canada) 569221210019487745,positive,0.6741,,,United,,marynevis,,0,@united I will. Thanks.,,2015-02-21 11:44:46 -0800,"Beautiful Stockton, CA",Pacific Time (US & Canada) 569219928957394944,negative,1.0,Customer Service Issue,1.0,United,,jenkulp,,0,"@united employees are the angriest, angst-iest group of people anywhere (except for Tasha at check-in at IAH.) @dad_or_alive",,2015-02-21 11:39:41 -0800,"Washington, DC", 569219701001179138,negative,1.0,Can't Tell,1.0,United,,marynevis,,0,@united But it's doubtful he'll fly United again and he will be traveling a lot as a sales manager covering all of North America,,2015-02-21 11:38:46 -0800,"Beautiful Stockton, CA",Pacific Time (US & Canada) 569218838190907393,positive,0.6487,,0.0,United,,marynevis,,0,@united They finally gave in a let him on. After they threatened to send him back to Vegas on coach. Thnx.,,2015-02-21 11:35:21 -0800,"Beautiful Stockton, CA",Pacific Time (US & Canada) 569217440250331136,negative,1.0,Customer Service Issue,1.0,United,,GatorKim_ATL,,0,@united Worst customer non-service for sure!,"[33.84438223, -116.5516582]",2015-02-21 11:29:47 -0800,"Atlanta, GA & St Augustine, FL", 569217317315354624,negative,1.0,Can't Tell,1.0,United,,GatorKim_ATL,,0,@united Worst airline ever?,"[33.84445776, -116.55139365]",2015-02-21 11:29:18 -0800,"Atlanta, GA & St Augustine, FL", 569217285593788416,neutral,0.7047,,0.0,United,,AngelikaGiatras,,0,@united same flight number different flight. I'm heading to MPLS,,2015-02-21 11:29:11 -0800,"Chicago, IL",Eastern Time (US & Canada) 569216245574311936,neutral,1.0,,,United,,aptnelson,,0,@united flights taking off from IAD this afternoon?,,2015-02-21 11:25:03 -0800,"Ashburn, VA",Eastern Time (US & Canada) 569216055018704896,neutral,0.66,,0.0,United,,reccewife,,0,@united I will. I have to get to Bangkok. I have just 17 days to spend with my husband in his mid deployment leave. Like to get there asap,,2015-02-21 11:24:17 -0800,"Kingston, Canada",Mountain Time (US & Canada) 569215779830280192,negative,1.0,Flight Attendant Complaints,0.6784,United,,CheoGA,,1,@united Just let the employees know that good service and a kind attitude towards customers is vital in this kind of business. Thanks,,2015-02-21 11:23:12 -0800,, 569215742224281600,neutral,0.6813,,,United,,janemswift,,0,@united and a husband.,,2015-02-21 11:23:03 -0800,"Middlebury, VT",Eastern Time (US & Canada) 569215344948199424,negative,0.6424,longlines,0.6424,United,,janemswift,,0,@united need assistance. Line is out the door and travelling with 3 kids.,,2015-02-21 11:21:28 -0800,"Middlebury, VT",Eastern Time (US & Canada) 569213892980641792,negative,0.6517,Flight Attendant Complaints,0.3371,United,,marynevis,,0,@united Friend at O'Hare and can't get on flight bc they say no proof he bought 1st class tkt. He has boarding pass.,,2015-02-21 11:15:42 -0800,"Beautiful Stockton, CA",Pacific Time (US & Canada) 569213883371683840,positive,0.6679,,,United,,PierreSchmit,,0,"@united gave me a smile today, with a Zero Award... ;-) Computers have some sense of humour :-) http://t.co/JNqNbk7HuT",,2015-02-21 11:15:39 -0800,"Rixensart, Belgium",Brussels 569213503954915329,negative,1.0,longlines,0.6729,United,,RussPJohn,,0,"@United Right now at Tropic Air in San Pedro, #Belize. Line out the door. All due to elected & appointed hacks http://t.co/kKEDjNRTWo”",,2015-02-21 11:14:09 -0800,NOLA Reb,Eastern Time (US & Canada) 569213441694568448,neutral,0.365,,0.0,United,,jsmithers,,0,@united I take it as a compliment that I was mistaken several times as a member of your staff on my flight... time to remove my scarf :),,2015-02-21 11:13:54 -0800,"Boston, MA",Eastern Time (US & Canada) 569213197485514752,negative,1.0,Flight Booking Problems,0.6469,United,,rena_lea,,0,"@united Your new mileage policy is awful. Before, I might have paid slightly more for United because of miles. Now there's no difference.","[40.73074756, -73.95248962]",2015-02-21 11:12:56 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569212860665978880,negative,0.6685,Late Flight,0.6685,United,,AngelikaGiatras,,0,@united can anyone assure me that the aircraft coming to Denver had left it's previous destination? Flight 3618,,2015-02-21 11:11:36 -0800,"Chicago, IL",Eastern Time (US & Canada) 569212318283771904,negative,1.0,Can't Tell,0.708,United,,JimRessler,,0,@united yes refund my ticket and give me email address to let u know what happened,,2015-02-21 11:09:26 -0800,nyc,Quito 569211645710495745,negative,1.0,Can't Tell,0.3516,United,,dmb41shows,,0,@united I would like 2 speak @United VP of #CustExp Jimmy Samartzis! I sent a survey/email about my awful flight exp http://t.co/OtFZ7CygUQ,,2015-02-21 11:06:46 -0800,Pursuit of Happiness,Hawaii 569211244693098496,negative,0.6197,Late Flight,0.6197,United,,RussPJohn,,0,"@united we are delayed in San Pedro, Belize. We are scheduled to fly out at 3pm from Belize City to Houston. Will you wait please?",,2015-02-21 11:05:10 -0800,NOLA Reb,Eastern Time (US & Canada) 569209958627016706,negative,1.0,Customer Service Issue,0.6753,United,,CheoGA,,1,@united Hello United. You should take care of your call center in Mexico City Office. Terrible attitude from the lady who was helping me.,,2015-02-21 11:00:04 -0800,, 569209543533699072,negative,1.0,Customer Service Issue,1.0,United,,Andrewc11776,,0,"@united Great! I'm guessing you were Late Flight to open, service is horrible, you're overcharging, and don't care that everyone is miserable.",,2015-02-21 10:58:25 -0800,NJ,Eastern Time (US & Canada) 569209352730513409,neutral,1.0,,,United,,Waveruprecht24,,0,"@united I'm glad 1K means something, lol!",,2015-02-21 10:57:39 -0800,, 569209084144005120,negative,1.0,Late Flight,0.6941,United,,AngelikaGiatras,,1,@united UNBELIEVABLY DISAPPOINTED. DELAY AFTER DELAY. STOP MESSING WITH MY LIFE.,,2015-02-21 10:56:35 -0800,"Chicago, IL",Eastern Time (US & Canada) 569208751972065280,negative,1.0,Customer Service Issue,0.6736,United,,joesanchezr,,0,@united What a really GREAT & FLATTERING story about you! You should be very proud :) http://t.co/oKtUkjY92O (via @ParachuteGuy),,2015-02-21 10:55:16 -0800,"Toronto, Canada",Eastern Time (US & Canada) 569208067243401217,neutral,1.0,,,United,,jimccooper,,0,@united I was able to get a seat on earlier flight sfo to ind. Can you add me to 6pm ord to IND?,,2015-02-21 10:52:33 -0800,,Eastern Time (US & Canada) 569207193377107968,negative,0.6655,Cancelled Flight,0.6655,United,,DianaGo144,,0,@united I'm on snowy roads to BWI. I Just called MileagePlus & told flight was Cancelled Flighted 1 1/2 hours ago. I rcvd no notification. Pls help,,2015-02-21 10:49:04 -0800,NYC & SEAsia,Eastern Time (US & Canada) 569206925046493184,negative,1.0,Can't Tell,0.6723,United,,aushianya,,0,@united I interviewed yesterday as a flight attendant I was the last person the recruiter said they lost my file n came back to interview me,,2015-02-21 10:48:00 -0800,, 569205367575441408,negative,0.6721,Cancelled Flight,0.3619,United,,2533107724Paul,,0,"@united remember in business, a pleasant experience, means you will tell a friend. A bad experience means you will tell everyone you see",,2015-02-21 10:41:49 -0800,Gig Harbor, 569204255191490560,negative,0.6696,Bad Flight,0.34,United,,KristenRuybal,,1,@united let me assure you my travel time is 4h2m not 5h2m #timezones #accuratetraveltimes #3rdtimethishashappened http://t.co/e0C9bI09cf,,2015-02-21 10:37:24 -0800,, 569204188334264320,negative,1.0,Lost Luggage,1.0,United,,Carl_Cochran1,,0,@united U BUMS HOW DO U LOSE THE BIGGEST BAG ON THE FLIGHT,,2015-02-21 10:37:08 -0800,• Lacrosse ||'17|| Football •,Central Time (US & Canada) 569203010410119168,negative,0.3469,Can't Tell,0.3469,United,,hadAbadWeek,,0,@united is to airlines as @comcast @XFINITY is to cable/internet,,2015-02-21 10:32:27 -0800,, 569202773704646658,negative,1.0,Customer Service Issue,1.0,United,,hadAbadWeek,,0,@united customers ✅. Customer service ❌ http://t.co/qP6Aw3nLIP,,2015-02-21 10:31:31 -0800,, 569202656486432768,negative,1.0,Bad Flight,0.6621,United,,Waveruprecht24,,0,"@united great decision making skills flight ops IAH bag makes a 10 minute connection and I don't, flight pushed early. Disappointed!!!!",,2015-02-21 10:31:03 -0800,, 569201516881448960,negative,1.0,Can't Tell,0.6408,United,,JoeSchmuck,,0,"Meanwhile, they fucked my flight. @united: The festivities are already in full swing at the United Fairway Club, overlooking the 17th hole..",,2015-02-21 10:26:31 -0800,San Francisco,Pacific Time (US & Canada) 569201109400555520,negative,1.0,Flight Booking Problems,0.6638,United,,darcqhorse,,0,"@united in the process of purchasing ticket, when prices changed. unbelievable. #RipOffs #PriceDiscrimination",,2015-02-21 10:24:54 -0800,,Pacific Time (US & Canada) 569199524629110784,negative,0.6709999999999999,Late Flight,0.6709999999999999,United,,SeanFedorko,,0,"@united although, I am stranded in Chicago O'Hare for another 8 hours. Any chance your cracker-jack service team could provide a meal?",,2015-02-21 10:18:36 -0800,,Eastern Time (US & Canada) 569199095505690624,positive,0.6793,,0.0,United,,SeanFedorko,,0,"@united All flights Cancelled Flighted :( Trip refunded without difficulty, staff extremely helpful, no complaints! Way to handle bad weather!",,2015-02-21 10:16:54 -0800,,Eastern Time (US & Canada) 569197921150902272,negative,1.0,Lost Luggage,1.0,United,,NewsLadiesNeed,,0,@united 14 hours after landing in #ATL & I still do not have my bags...which means no clothes or makeup!!! #UnitedAirlines #nothappy,"[33.89611413, -84.33113356]",2015-02-21 10:12:14 -0800,Atlanta,Eastern Time (US & Canada) 569197579956842496,negative,1.0,Flight Attendant Complaints,0.3684,United,,your_ride_dear,,1,@united #bullying in the #workforce not ok. Get gate agents 2 work as a team. 2 against 1 is never cool. #Delays #flights #UnitedAirlines,,2015-02-21 10:10:52 -0800,ONTARIO CANADA, 569196241252282368,negative,1.0,Customer Service Issue,0.3417,United,,BVSCAPE,,1,"@united really fucked my day up Hilo to LAX 2hr30min delay because of software? missed connection, getting home 8hrs Late Flightr no upgrade nothin",,2015-02-21 10:05:33 -0800,,Eastern Time (US & Canada) 569195472650268672,negative,1.0,Customer Service Issue,0.6484,United,,hadAbadWeek,,0,@united send someone to the customer service counter in person. DIA concourse B across from gate B36a.,,2015-02-21 10:02:30 -0800,, 569194996143755264,negative,1.0,Customer Service Issue,0.6652,United,,hadAbadWeek,,1,@united I'm not sure why I expected anyone to be here http://t.co/bnFlHPXtmw,,2015-02-21 10:00:36 -0800,, 569194348375613441,negative,1.0,Late Flight,0.6667,United,,drwebber,,0,@united this is not true. Gate agents 100% caused this. And we're not helpful. Thanks for making me miss connection!! http://t.co/xAIzW2isml,,2015-02-21 09:58:02 -0800,"Chicago, IL", 569193887706812416,neutral,0.68,,,United,,getpatrick,,0,@united Yes. Luckily I was there.,"[0.0, 0.0]",2015-02-21 09:56:12 -0800,"Montreal, Quebec CA",Eastern Time (US & Canada) 569192902922006528,negative,0.6276,Cancelled Flight,0.6276,United,,halestorm62,,0,@united it's my 21st birthday and my sister is coming to celebrate but her flights keep Cancelled Flighting PLZ do all you can to get her here!!!!,,2015-02-21 09:52:17 -0800,,Quito 569192549170032640,negative,1.0,Late Flight,1.0,United,,CBench79,,0,@united what's the hold up with flight 6475 from SLC to DEN??,,2015-02-21 09:50:53 -0800,"Salt Lake City, UT",Central Time (US & Canada) 569191838579429377,negative,1.0,Cancelled Flight,0.6768,United,,HPStorageGuy,,0,@united DEN-PHX flight tomorrow Cancelled Flighted. Asked for overnight 2nite in LAX/SNA. Told not without paying. That's wrong,,2015-02-21 09:48:04 -0800,Boise,Mountain Time (US & Canada) 569191687794270209,neutral,0.6923,,0.0,United,,Globe_Guide,,0,@united can you please follow for a DM?,,2015-02-21 09:47:28 -0800,"Calgary, Canada",Central Time (US & Canada) 569189285334618112,positive,0.7028,,,United,,DaRenton,,0,@united thank you for the help!!,,2015-02-21 09:37:55 -0800,Colorado,Mountain Time (US & Canada) 569188967180058625,negative,1.0,Can't Tell,0.6634,United,,recon_love,,0,@united Yeah that didn't happen!,,2015-02-21 09:36:39 -0800,, 569188938012880896,negative,1.0,Lost Luggage,1.0,United,,NewsLadiesNeed,,0,@united Why do I still not have my bags? They arrived @10AM &website says they're still at the airport..2 1/2 hours Late Flightr???!! #nothappy,"[33.89638659, -84.33108377]",2015-02-21 09:36:32 -0800,Atlanta,Eastern Time (US & Canada) 569188792541818880,negative,1.0,Bad Flight,0.3521,United,,paul_e_jones,,1,@United had a maintenance issue. Stuck in Geneva with meal voucher that won't even cover a pLate Flight of spaghetti. Really.,,2015-02-21 09:35:57 -0800,"Apex, NC",Eastern Time (US & Canada) 569187853412012032,negative,1.0,Flight Attendant Complaints,0.3411,United,,gngstout,,0,@united Hate when I get bumped out of the seat I've selected (& empty row) and moved to another seat (non-empty). #1K #flt803 #nonupgrade!,,2015-02-21 09:32:13 -0800,SoMD,Eastern Time (US & Canada) 569186762947493888,negative,1.0,Customer Service Issue,0.6635,United,,your_ride_dear,,0,"@united no announcement re extra baggage, ""find an empty bin"" down to aisle 20 back up with baggage to my seat row 7. YOUR agents argueing",,2015-02-21 09:27:53 -0800,ONTARIO CANADA, 569186566247051265,negative,1.0,Lost Luggage,0.6785,United,,gehandabare,,1,@united bags arrived - I sure miss the customer focused days when I used to fly @ContinentalAir1 Here's hoping @united wakes up,,2015-02-21 09:27:07 -0800,,Eastern Time (US & Canada) 569185842876571648,negative,1.0,Flight Attendant Complaints,0.3564,United,,AnnieBodyCanada,,0,@united Total BS.have 1st class seats for connecting flight. Your crew Late Flight. We miss connection. Had next plane. Yet u don't honor it??,,2015-02-21 09:24:14 -0800,"Ontario, Canada",Eastern Time (US & Canada) 569185594095509504,negative,1.0,Bad Flight,0.6787,United,,iamlaurencard,,1,.@united too much info to share via tweet. Please send me your name and contact info. Happy to supply you with images and CS rep names.,,2015-02-21 09:23:15 -0800,"Aliso Viejo, CA",Pacific Time (US & Canada) 569184999900995585,negative,1.0,Customer Service Issue,1.0,United,,NosihtamInc,,1,@united once again your lack of customer service astounds me! You are the worst airline in the history of airlines! Train your staff!,,2015-02-21 09:20:53 -0800,"Winnipeg, Manitoba",Central Time (US & Canada) 569184788784918528,negative,1.0,Customer Service Issue,0.6667,United,,CFCDarlene,,0,@united Extremely disappointed in #Flight6831. United left crew and pssgrs stranded in rain @ gate with no cover. Left Psngrs 2 depart plane,"[25.08347991, -77.3225763]",2015-02-21 09:20:03 -0800,,Central Time (US & Canada) 569183712606179329,negative,1.0,Customer Service Issue,0.6636,United,,TimothyJGill,,1,"@united besides landing the plane, overall customer service experience has been poor. Late Flight and rude workers plus missing luggage",,2015-02-21 09:15:46 -0800,"Cleveland, Ohio",Eastern Time (US & Canada) 569183387816038401,neutral,1.0,,,United,,franknoc,,0,@united I was just calling the Global Services help desk so via phone.,,2015-02-21 09:14:29 -0800,,Arizona 569182643155300352,neutral,1.0,,,United,,D4Duskes,,0,"@united on final. Pls don't let my connection leave!!! Conf# NPBHD0 http://t.co/eWXwXiDTfX",,2015-02-21 09:11:31 -0800,Montreal,Eastern Time (US & Canada) 569181132685574144,negative,1.0,Can't Tell,0.6523,United,,hadAbadWeek,,1,"fuck you, @united and your shitty fucking information http://t.co/scQUjbvsTA",,2015-02-21 09:05:31 -0800,, 569179849518161920,positive,1.0,,,United,,grahamh00,,0,@united you're good. Thank you!,,2015-02-21 09:00:25 -0800,"Enfield, CT",Eastern Time (US & Canada) 569179721549914112,neutral,0.6477,,0.0,United,,29MC29,,0,@united how much does a ski bag cost to check? Bag contains 1 pair is skis and one pair of poles,,2015-02-21 08:59:55 -0800,, 569178715051188226,positive,1.0,,,United,,argrenier,,0,"@united Wasn't frustrating! Well, not in any way reLate Flightd to y'all, anyway. Impressed that I made it.",,2015-02-21 08:55:55 -0800,"Washington, D.C.", 569177940027674624,neutral,0.6487,,0.0,United,,weymouth371,,0,@united no thanks,"[42.3613256, -71.0167387]",2015-02-21 08:52:50 -0800,Canton Mass,Quito 569177080014901248,neutral,1.0,,,United,,SisterTristan,,0,@united I got it now. Wouldn't let me log on with my email. Thx. Here's hoping for dtw-ase without issue today,,2015-02-21 08:49:25 -0800,Ohio,Eastern Time (US & Canada) 569175138349887488,positive,0.6436,,,United,,mrp,,0,"@united oh, the Wi-Fi router is on top of the fuselage! ;)",,2015-02-21 08:41:42 -0800,sf - austin - sydney,Alaska 569172396680175616,negative,1.0,Bad Flight,0.6727,United,,jrdnly,,0,"@united on SFO->AUS UA343 2/17, IS9JX1; my seat appears to have had a mite problem. Dr recently confirmed over 50 bug bites were mites",,2015-02-21 08:30:48 -0800,"iPhone: 50.079998,14.441111",Eastern Time (US & Canada) 569172176214962176,negative,0.6634,Late Flight,0.3465,United,,michabt,,0,"@United come on, reopen 1285 at ORD and clear your growing DC backlog",,2015-02-21 08:29:56 -0800,"Here, There or En Route, ",Quito 569172065724428288,negative,1.0,Customer Service Issue,0.66,United,,not_asteroid,,1,"@united customer service: 16hr delay coupon can only be redeemed on website which has $200 higher prices than Expedia, call wait time 55mins",,2015-02-21 08:29:29 -0800,,Atlantic Time (Canada) 569170903948500992,negative,1.0,Can't Tell,1.0,United,,startupofme,,0,@united I'm strongly considering taking my business elsewhere. #UnitedAirlines,,2015-02-21 08:24:52 -0800,New York,Eastern Time (US & Canada) 569170897606709250,negative,0.7027,Flight Booking Problems,0.7027,United,,owenmcstravick,,0,"@united your website won't allow me to post the required document, i keep getting **were having technical difficulties**",,2015-02-21 08:24:51 -0800,UK,London 569170541250129920,neutral,1.0,,,United,,LuxuryFred,,0,@United lounge @ #Heathrow Used by @AirNZUSA http://t.co/6hJucP694l,,2015-02-21 08:23:26 -0800,In First Class,Arizona 569169897906941952,negative,1.0,Bad Flight,0.7027,United,,startupofme,,0,"@united really needs to start upgrading their planes. No TVs & then the ""inflight wifi"" is currently unavailable #UnitedAirlines",,2015-02-21 08:20:52 -0800,New York,Eastern Time (US & Canada) 569169887689641984,negative,1.0,Flight Booking Problems,0.6737,United,,GoGirlKnows,,0,@united I am not digging the new mileage earning plan. I would earn about 1/3 of the miles I do now. Any changes to the award ticket prices?,,2015-02-21 08:20:50 -0800,,Hawaii 569168955786600448,negative,1.0,Can't Tell,0.3636,United,,rpgibson8589,,0,@united outsourcing ticket and gate agents at MIA. Ill advised. You did it in ROC and service went downhill. Keep employees and fliers first,,2015-02-21 08:17:08 -0800,Rochester NY,Eastern Time (US & Canada) 569168884798005248,negative,1.0,Customer Service Issue,1.0,United,,les_gingem,,0,@united Was just hung up on by customer service after waiting 30 min on hold...guess that vacation's not happening? Website wasn't working.,,2015-02-21 08:16:51 -0800,, 569168028014743552,negative,1.0,longlines,0.6706,United,,smallestnode,,0,@united bad idea to let 200 people back on the terminal with food vouchers but allow only 15 minutes to get anything. Long lines!! #ua1523,,2015-02-21 08:13:27 -0800,"Boston, MA", 569167347996495872,negative,1.0,Flight Booking Problems,1.0,United,,tannad2001,,0,@united what's going on with the mileage plus accounts? Login through username and email have been down for at least three days.,,2015-02-21 08:10:45 -0800,Chicago,Central Time (US & Canada) 569165652876881920,negative,1.0,Can't Tell,0.6589,United,,_LaVitaLoca,,0,@united what incentive do I have to give you another chance?,,2015-02-21 08:04:00 -0800,,Central Time (US & Canada) 569164871465439232,neutral,1.0,,,United,,Colocowgirl24,,0,@united my dad booked through orbitz and due to weather he can't make it to the airport. Can you help him?,,2015-02-21 08:00:54 -0800,, 569164614921019392,negative,0.3627,Can't Tell,0.3627,United,,AviNewYork,,0,@united Finally I get the right response. United must check this issue. UA 1514 EWR to PUJ on Friday 02/20/15.,,2015-02-21 07:59:53 -0800,,Eastern Time (US & Canada) 569164042679377921,neutral,1.0,,,United,,froschmarc,,1,@united #787 to begin Newark-London Heathrow route on May 6 @PANYNJ @BoeingAirplanes @FroschTravel http://t.co/RdJ1MwFLg1,,2015-02-21 07:57:36 -0800,"New York, NY",Hawaii 569163885393154048,negative,0.6299,Late Flight,0.3423,United,,baldordash,,0,"@united @baldordash Rebooked,arrived 8 hours Late Flightr. Last year 9 hrs to San Diego and the no inflight entertainment!",,2015-02-21 07:56:59 -0800,, 569163371746095104,negative,1.0,Lost Luggage,1.0,United,,kylemostyn,,0,@united lost bag in Huston we leave for a Bahamas cruise today from #nola and had to buy all new stuff. Customer service is non existent,,2015-02-21 07:54:57 -0800,YYC, 569162600237236224,negative,1.0,Flight Booking Problems,0.6774,United,,Zortrium0,,0,@United site errored out at last step of changing award. Now can't even pull up reservation. 60 minute wait time. Thanks @United!,,2015-02-21 07:51:53 -0800,,Atlantic Time (Canada) 569161748286083073,negative,0.68,Bad Flight,0.68,United,,NadeemdeVree,,0,@united you get a 2nd chance today as I fly to A'dam. Let's see if you can redeem yourself after that last horrendous trip to the states.,,2015-02-21 07:48:29 -0800,,Greenland 569159619710361600,positive,1.0,,,United,,zombiesausage,,0,@united Very impressed so far. An app that's worth a damn and sms updates on my flight.,"[39.74529398, -104.99225976]",2015-02-21 07:40:02 -0800,"Denver, CO",Mountain Time (US & Canada) 569159333499576320,neutral,0.6644,,0.0,United,,hannahhappie,,0,@united any last minute flight deals for your cute little #frequentflyer ??? :)))) my Friday flight was Cancelled Flightled!!,,2015-02-21 07:38:54 -0800,Upper East Side,Central Time (US & Canada) 569156387789361153,negative,1.0,Customer Service Issue,1.0,United,,JimRessler,,1,@united just had the worst customer service experience ever on united airlines,,2015-02-21 07:27:11 -0800,nyc,Quito 569155039983497216,negative,1.0,Can't Tell,0.6593,United,,LewisSalgadoNYC,,0,@united airlines 1st & only time I ever fly your airline! What a disgrace. @JimTrotter_NFL I should've listened to your tweet! #HORRIBLE,,2015-02-21 07:21:50 -0800,,Eastern Time (US & Canada) 569154879484235776,negative,1.0,Bad Flight,0.6646,United,,tony____k,,0,"@united diverged to Burlington, Vermont. This sucks.",,2015-02-21 07:21:12 -0800,,Eastern Time (US & Canada) 569153669867945984,negative,1.0,Flight Attendant Complaints,0.3551,United,,smonnat,,1,@united officially has the most inefficient boarding procedure. There is no reason it should take 45 mins to board a plane!,,2015-02-21 07:16:23 -0800,"State College, PA",Eastern Time (US & Canada) 569153491983327232,negative,1.0,Late Flight,1.0,United,,smallestnode,,0,@united 3 hours of sitting in the plane that hasn't left the Gate yet. 6 more hours of actual flying left.,,2015-02-21 07:15:41 -0800,"Boston, MA", 569152740414218240,negative,1.0,Customer Service Issue,1.0,United,,sjampol,,0,@united I sent my details to the customer care link you sent me almost a month ago and no response.,,2015-02-21 07:12:42 -0800,San Francisco,Pacific Time (US & Canada) 569150031216779266,negative,1.0,Customer Service Issue,1.0,United,,kayyywe,,0,@united terrible service for military members and their families. #ridiculous #UnitedAirlines,,2015-02-21 07:01:56 -0800,,Eastern Time (US & Canada) 569149666027294720,neutral,1.0,,,United,,AndrewMcDublin,,0,@united Hi have a question re future Flight Booking Problems. DUB-JAC 29/9 JAC-LAX 8/10 LAX-DUB 13/10. I'm *G. What is checked bag allowance for JAC-LAX?,,2015-02-21 07:00:29 -0800,, 569149498183659520,negative,1.0,Cancelled Flight,1.0,United,,calebkelley,,0,@united My flight was Cancelled Flighted and I'm needing some help reFlight Booking Problems.,,2015-02-21 06:59:49 -0800,"Springfield, MO", 569147852217135104,negative,1.0,Customer Service Issue,0.6392,United,,franknoc,,0,"@united I was, just very surprised it took over 15 mins. Never experienced anything like that on 1K number",,2015-02-21 06:53:16 -0800,,Arizona 569144929093615616,neutral,1.0,,,United,,convair990BHX,,1,@united 757 N33103 taxies @bhx_official departing as UA26 to Newark Liberty Airport http://t.co/IALiCEH2FT,,2015-02-21 06:41:39 -0800,,London 569144072843063296,negative,1.0,Can't Tell,0.6589,United,,_LaVitaLoca,,0,@united I'm afraid not... I fly or service every week and I'm just unhappy..spend too much money to be unhappy,,2015-02-21 06:38:15 -0800,,Central Time (US & Canada) 569144056305074176,positive,0.7087,,,United,,tbjackson09,,0,"@united thank you. It's my daughters 13th bd party w/proj. weather cond, it doesn't look promising. Please assist with earlier flts to Cmh?",,2015-02-21 06:38:11 -0800,, 569143454434926592,negative,1.0,Late Flight,0.6817,United,,hadAbadWeek,,0,"@united if you're going to Cancelled Flight flights today, do everyone a favor and get on it now. Don't stall the inevitable.",,2015-02-21 06:35:48 -0800,, 569143406724837376,negative,1.0,Late Flight,1.0,United,,smallestnode,,0,@united your plane's been waiting at the Gate for two hours with all passengers onboard in their cramped seats. Yuck.,,2015-02-21 06:35:36 -0800,"Boston, MA", 569140808227672064,negative,1.0,Late Flight,1.0,United,,LandoForziati,,0,"@united Flight UA1665 got delayed 2 hours due to a mechanical issue...could use a free drink or 3 to make up for this inconvenience",,2015-02-21 06:25:17 -0800,"Cloud City, MA", 569140362025050112,negative,1.0,Customer Service Issue,0.6513,United,,AviNewYork,,1,@united his cell phone record needs to be checked to see who did conversed with. I trust the FAA can handle this better.,"[18.47240961, -68.39941149]",2015-02-21 06:23:31 -0800,,Eastern Time (US & Canada) 569139586124910593,negative,1.0,Can't Tell,0.6489,United,,retailtherapy10,,0,@united 15.99 for wireless? Was 6.99 epic #fail . #greedy #piggy you are the worst!,,2015-02-21 06:20:26 -0800,,Quito 569139480101314560,negative,1.0,Can't Tell,0.6464,United,,AviNewYork,,1,@united have you inspected the picture? routine aircraft check while on his cell phone? What will the FAA & NYT say ? http://t.co/bNgpli8JT6,"[18.4729405, -68.39820768]",2015-02-21 06:20:00 -0800,,Eastern Time (US & Canada) 569134299024367616,negative,1.0,Customer Service Issue,0.3705,United,,Pacen8r,,1,"@united your ""Airserv"" contractors aren't worth a wet damn. 30min Late Flight, still not done w bags on UA1566. They made checkin a calamity.",,2015-02-21 05:59:25 -0800,"Manassas, Virginia",Eastern Time (US & Canada) 569134266052816897,negative,1.0,Customer Service Issue,0.3796,United,,kylemostyn,,0,@united Will never fly with you again! Terrible service!! Ruined our entire vacation!! #lostsuitcase #noreimbursement,,2015-02-21 05:59:17 -0800,YYC, 569130479690981376,negative,1.0,Customer Service Issue,0.6758,United,,DiqM,,0,"@united web app won't let me upgrade seats, call center wait time is 20 minutes plus, just want to get more legroom but it's a pita",,2015-02-21 05:44:14 -0800,here,Mountain Time (US & Canada) 569129269139537920,negative,0.6842,Can't Tell,0.6842,United,,tomwylie19,,1,@united 132 characters does not cover my reasons I'm afraid,,2015-02-21 05:39:26 -0800,,London 569128289178152960,negative,0.6883,Customer Service Issue,0.35,United,,AviNewYork,,0,@united while busy on his cell phone ???,"[18.47233225, -68.39941165]",2015-02-21 05:35:32 -0800,,Eastern Time (US & Canada) 569125947200413696,negative,0.6479,Can't Tell,0.3464,United,,BDWiese,,0,"@united really, fill out a form about my flight experience? I sent an email to the 1K email address.",,2015-02-21 05:26:14 -0800,"New Jersey, USA", 569125711556042752,negative,0.6334,Late Flight,0.3342,United,,JuanJoseRG02,,0,"@united: ""Left gate 5 minutes early."" My thoughts: ""That doesn't count if you sit on the Tarmac for a half hour."" #comeonpeople",,2015-02-21 05:25:18 -0800,"Nashville, TN +309+ +320+",Central Time (US & Canada) 569125558568783872,positive,1.0,,,United,,garycirlin,,0,@united will the kudos to capt. Herman be relayed to his chief pilot or should I be emailing someone?,,2015-02-21 05:24:41 -0800,NY, 569125033509048320,negative,1.0,Late Flight,1.0,United,,beckybye,,0,@united on flight 1665 but it's not departing! Website says delayed due to operational difficulties-what does that mean?,,2015-02-21 05:22:36 -0800,"Denver, CO",Mountain Time (US & Canada) 569121422817112065,negative,1.0,Flight Attendant Complaints,0.6646,United,,thefarb,,0,"@united do you teach your gate agents 2 lie? Or do they just learn on their own? There was overhead space for my bag, didn't have to check",,2015-02-21 05:08:15 -0800,"ÜT: 39.39339,-76.762595",Eastern Time (US & Canada) 569120847115501568,neutral,1.0,,,United,,AviNewYork,,0,@united First Officer of UA 1514 checking our 757 prior to departure from EWR yesterday while on his cell. Safety ??? http://t.co/1TFH2v0a7z,"[18.4710809, -68.39995916]",2015-02-21 05:05:58 -0800,,Eastern Time (US & Canada) 569119503516246016,negative,1.0,Customer Service Issue,0.6523,United,,justin_gbp,,0,@united i booked lh via ua. However at gate they rebooked me to a Late Flightr lh flight. Now that flight didnt earn pqd for me. How do i get it,"[43.59688282, -72.96820686]",2015-02-21 05:00:38 -0800,, 569117696610185217,negative,1.0,Customer Service Issue,1.0,United,,BenBell22,,0,@united coupled with self-service policies/cost cutting exacerbates the noted issues. (3/3),,2015-02-21 04:53:27 -0800,,Eastern Time (US & Canada) 569116934379323392,negative,0.6421,Customer Service Issue,0.3368,United,,BenBell22,,0,"@united I appreciate the immediate offer, but suspect it is more long-term issue/not simple fix. Also, ski/bootbag policy is awkward at best",,2015-02-21 04:50:25 -0800,,Eastern Time (US & Canada) 569116399039344640,negative,1.0,Customer Service Issue,0.6536,United,,BenBell22,,0,"@united It isnt simple issue, generally how you set up check in/baggage policies at Logan and general unhelpfulness of employees in early AM",,2015-02-21 04:48:17 -0800,,Eastern Time (US & Canada) 569115097198690305,negative,1.0,Lost Luggage,1.0,United,,lingley,,0,@United terrible illogical re-route after Cancelled Flightled connection. Then made me pay to check bag. Then lost bag. #ual,,2015-02-21 04:43:07 -0800,"ÜT: 42.706796,-71.210754",Quito 569114239996076032,negative,0.6559,Cancelled Flight,0.3441,United,,TheBarnesology,,0,@united I already follow you. One of you 800-number agents rebooked me. Went from a 777 to an a320. Ugh.,"[29.81532281, -95.40830048]",2015-02-21 04:39:43 -0800,"Houston, TX",Central Time (US & Canada) 569106746486222849,positive,0.6890000000000001,,,United,,ananth77,,0,@united good job at CLE .. TPA on schedule ... 4 to 5 inches of snow ! http://t.co/9tbsJquw41,,2015-02-21 04:09:56 -0800,,Central Time (US & Canada) 569105159764242433,negative,1.0,Late Flight,1.0,United,,recon_love,,0,@united never fails to have delayed flights 😡,,2015-02-21 04:03:38 -0800,, 569102054922129409,negative,1.0,Cancelled Flight,1.0,United,,_Eric_Bishop,,0,"@united Yes, myself and about 200 other people also.",,2015-02-21 03:51:17 -0800,Little Rock,Central Time (US & Canada) 569101653573570560,positive,1.0,,,United,,Mike_J_Morgan,,0,@united is #ELP Friendly. #flyerfriendly #united #emb145 #elpaso http://t.co/9mEOzBO4xl,,2015-02-21 03:49:42 -0800,"Norman, OK",Eastern Time (US & Canada) 569098396914421763,negative,0.6688,Lost Luggage,0.3526,United,,NicoleRoundy,,0,@united it's been booked into first class with curbside delivery 24 hours from now. I'm counting on it! #TeamUSA,,2015-02-21 03:36:45 -0800,"Park City, UT",Mountain Time (US & Canada) 569097525690568704,neutral,0.6842,,,United,,Addair,,0,@united lets do that can you email boarding pass?,,2015-02-21 03:33:18 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569096764835414016,neutral,0.6924,,,United,,Addair,,0,“@united: @Addair We hope you don't miss your connection. For help with re-Flight Booking Problems please Follow us & DM your confirmation. ^CP”done thx,,2015-02-21 03:30:16 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569094744615157760,negative,1.0,Late Flight,1.0,United,,Sallee_D,,0,@united is ridiculous! UA6 delayed for 3.5 hours and counting. Should have booked with a diff airline that takes it seriously #unitedsucks,,2015-02-21 03:22:15 -0800,,Eastern Time (US & Canada) 569093984640995328,positive,1.0,,,United,,ryaneaster,,0,@united provide a voucher for one of my customers and I will tweet about you all day long #earnedmybusiness,"[41.9413787, -87.8932425]",2015-02-21 03:19:13 -0800,Chicago,Central Time (US & Canada) 569089890173874176,negative,1.0,longlines,1.0,United,,CaseyBarnes1,,0,@united at MSP w/3 employees trying to check in several hundred and the line is crazy might miss our plane be sure to thank these employees,,2015-02-21 03:02:57 -0800,"Lake City, MN",Central Time (US & Canada) 569088814184079361,positive,0.6696,,0.0,United,,ryaneaster,,0,@united stellar customer service. You have earned my business by your attention to detail.,"[41.9808176, -87.9063373]",2015-02-21 02:58:41 -0800,Chicago,Central Time (US & Canada) 569088496117415937,positive,1.0,,,United,,ryaneaster,,0,@united service by staff was great as usual. Cleanliness and smells a bit much. I'll be back. #satisfied traveler,"[41.9809313, -87.9063148]",2015-02-21 02:57:25 -0800,Chicago,Central Time (US & Canada) 569087906851135488,neutral,1.0,,,United,,DaRenton,,0,@united now arrives LAX @ 8:03 am,,2015-02-21 02:55:04 -0800,Colorado,Mountain Time (US & Canada) 569086687336222720,negative,0.6556,Can't Tell,0.3444,United,,DaRenton,,0,@united I do I was on UA 495 LAX TO DEN - we are scheduled to land LAX @ 7:38 am - please rebook to Denver - best flight,,2015-02-21 02:50:14 -0800,Colorado,Mountain Time (US & Canada) 569085424498446337,negative,0.705,Bad Flight,0.705,United,,tcfitz3,,0,@united No first class passenger should have to pay for inflight wifi.,,2015-02-21 02:45:12 -0800,Houston,Central Time (US & Canada) 569083899478994944,positive,0.6735,,,United,,filmbizpro,,0,Hey @united you've upgraded me on a 10 hour International flight. I forgive you :-) thank you!,,2015-02-21 02:39:09 -0800,Amsterdam/Malibu,Amsterdam 569079375296999424,negative,1.0,Cancelled Flight,1.0,United,,DNLee5,,0,"@united my flight out of BGM Cancelled Flightled last night, I get a hotel voucher, but had to pay for a cab back. Worse cab experience ever",,2015-02-21 02:21:10 -0800,"New York, US; Tanzania, Africa",Central Time (US & Canada) 569078346660900864,negative,1.0,Late Flight,1.0,United,,jakehparrott,,0,"@united's first flight (4651, to #IAH) from #IAD is delayed...because no one hooked up ground power to the plane. Get it together, folks.",,2015-02-21 02:17:05 -0800,"iPhone: 0.000000,0.000000", 569078332278513665,negative,0.664,Can't Tell,0.3423,United,,DaRenton,,0,"@united UA 1706 there is no way a plane ""loses its software"" I believe you decided to do an upgrade...",,2015-02-21 02:17:02 -0800,Colorado,Mountain Time (US & Canada) 569077766022246400,negative,1.0,Late Flight,0.6689,United,,DaRenton,,0,@united already missed connection... UA 495,,2015-02-21 02:14:47 -0800,Colorado,Mountain Time (US & Canada) 569077393886810112,negative,1.0,Flight Attendant Complaints,0.3404,United,,DaRenton,,0,@united typically once you get the problem fixed - then the crew expires - and the delay turns into a Cancelled Flight...,,2015-02-21 02:13:18 -0800,Colorado,Mountain Time (US & Canada) 569076717689524224,negative,1.0,Late Flight,1.0,United,,DaRenton,,0,"@united UA 1706 delayed again - I get charged $600 if Late Flight by you - you say ""oh well""",,2015-02-21 02:10:37 -0800,Colorado,Mountain Time (US & Canada) 569075488926371841,neutral,1.0,,,United,,theycallme_HH,,0,@united we are trying to go as far away from King'sCollegeLondon as possible for #charity today. Would you help us ? #jailbreak #RAG,"[0.0, 0.0]",2015-02-21 02:05:44 -0800,Orleans/Tarpon Springs/London,Amsterdam 569075352888176640,negative,1.0,Customer Service Issue,0.6774,United,,elliotdebruyn,,0,"@united Friend stuck in bus on runway at PEK with two small kids no customer service, no explanation, kids crying, awful service.",,2015-02-21 02:05:11 -0800,"Shanghai, China",Beijing 569059097632337920,positive,0.3646,,0.0,United,,DarianDavis,,0,@united yes to more food! Add some gluten free options while you're at it,,2015-02-21 01:00:36 -0800,,Mountain Time (US & Canada) 569058014650433536,negative,1.0,Flight Attendant Complaints,1.0,United,,_SamanthaAkira,,0,@united no. U guys suck. I'll never fly with u again. And ur supervisors suck too.,"[33.99585652, -117.35791469]",2015-02-21 00:56:17 -0800,,Pacific Time (US & Canada) 569056573731020800,negative,0.6533,Bad Flight,0.3436,United,,StevieT_89,,0,@united on a flight to New York! Love the quality planes on United!! #WTF #crappy #aviation #NewYork http://t.co/zv6CfPoHl5,,2015-02-21 00:50:34 -0800,London-Manila, 569055189988024320,neutral,0.626,,0.0,United,,2cJustice4all,,0,@united @paigeworthy : page United values your tweet b/c it's so rare that they receive tweets complimenting their service...most are fake.,,2015-02-21 00:45:04 -0800,Chicago Illinois Crime.Inc,Central Time (US & Canada) 569049391337578496,negative,1.0,Customer Service Issue,1.0,United,,dlm_3,,0,@united yes there is when you keep getting the same robotic answer.,,2015-02-21 00:22:01 -0800,Global,Eastern Time (US & Canada) 569036254253346818,positive,1.0,,,United,,NoviceFlyer,,0,@united thank you for a great flight in gfc :) Cheers http://t.co/nvLnGLnMGN,,2015-02-20 23:29:49 -0800,"Tulsa, OK",Central Time (US & Canada) 569035887956271104,negative,1.0,Customer Service Issue,1.0,United,,alexreznik,,0,@united bad customer service to NYC a few weeks ago. Thinking of moving on,,2015-02-20 23:28:22 -0800,Email: Alex@ditmasla.com,Pacific Time (US & Canada) 569035174328934401,negative,1.0,Customer Service Issue,0.6437,United,,2cJustice4all,,0,@united @danahajek : United's CEO has decided to outsource and or push out more and more of their skilled and loyal employees..lack of staff,,2015-02-20 23:25:32 -0800,Chicago Illinois Crime.Inc,Central Time (US & Canada) 569034721683861505,negative,0.7,Flight Attendant Complaints,0.36,United,,dasbet,,0,"@united I mean, your employees were really nice as I literally sobbed?",,2015-02-20 23:23:44 -0800,Coming to a City Near You,Central Time (US & Canada) 569034282485698560,negative,1.0,Customer Service Issue,1.0,United,,2cJustice4all,,0,"@united @danahajek : she means to say there has been so many complaints today (this week, this month) that she can't respond b/c she's alone",,2015-02-20 23:21:59 -0800,Chicago Illinois Crime.Inc,Central Time (US & Canada) 569033988855037952,negative,0.6333,Cancelled Flight,0.3222,United,,dasbet,,0,@united I was flying home for a 9:30am event tomorrow. You pushed back my flight. Now I have a $400 ticket that won't get me home in time.,,2015-02-20 23:20:49 -0800,Coming to a City Near You,Central Time (US & Canada) 569032643548811264,positive,1.0,,,United,,cindykane,,0,@united They held the plane! Made it!!,"[33.94238375, -118.39906416]",2015-02-20 23:15:28 -0800,Massachusetts,Eastern Time (US & Canada) 569030219438239744,negative,1.0,Late Flight,1.0,United,,AndreaDurkee,,1,@united - you delayed our departure by 2 hrs to wait for passengers from another flight that was Late Flight! Unacceptable!!,,2015-02-20 23:05:51 -0800,"Boston, MA",Pacific Time (US & Canada) 569027718626480128,positive,1.0,,,United,,MERBARAT,,0,"@united ok, have sent u info via DM. I appreciate your help and consideration. 😊","[41.86591706, -87.6231238]",2015-02-20 22:55:54 -0800,"Chicago, IL",Central Time (US & Canada) 569026124484706304,negative,1.0,Customer Service Issue,0.39299999999999996,United,,dtcurtbrown,,0,@united flight 1136 from Chicago to Houston over 2 hours and no pretzels or peanuts?! Seriously about passed out.,,2015-02-20 22:49:34 -0800,, 569025401906794496,positive,1.0,,,United,,EdinReporter,,0,@united nice and early back home! http://t.co/geG4nghmIE,,2015-02-20 22:46:42 -0800,Edinburgh,Edinburgh 569025196230877184,positive,0.6531,,,United,,neilawinston,,0,@united I hope so too :),,2015-02-20 22:45:53 -0800,"Cleveland, OH",Eastern Time (US & Canada) 569024126641311744,negative,1.0,Lost Luggage,1.0,United,,gehandabare,,0,@united - after having to now TAG MY OWN bags at the airport I was hoping they would actually arrive WITH me - here's hoping they arrive,,2015-02-20 22:41:38 -0800,,Eastern Time (US & Canada) 569023489492955136,positive,1.0,,,United,,iandroid614,,0,@united I'll make sure he's done that. Thanks for the help. This is a huge race for him and just trying to make sure it goes smoothly. Peace,,2015-02-20 22:39:06 -0800,"Kearney, Nebraska",Central Time (US & Canada) 569021768788090881,negative,0.6685,Flight Booking Problems,0.3405,United,,MERBARAT,,0,@united I had planned to book additional flights tonight but after 1 1/2 hrs working on one trip I'm worn out! #EnoughIsEnough,"[41.86590405, -87.62282728]",2015-02-20 22:32:16 -0800,"Chicago, IL",Central Time (US & Canada) 569020829033492480,negative,1.0,Customer Service Issue,1.0,United,,danahajek,,1,@united so much for being here to help. Very disappointed in your customer service.,,2015-02-20 22:28:32 -0800,chicago IL,Central Time (US & Canada) 569017927803932672,neutral,1.0,,,United,,woawABQ,,0,"@united If you'd love to see more girls be inspired about becoming pilots, RT our free WOAW event March 2-8 at ABQ. http://t.co/rfXlV1kGDh",,2015-02-20 22:17:00 -0800,"Albuquerque, NM", 569017631602139137,negative,1.0,Customer Service Issue,1.0,United,,MERBARAT,,1,@united your system is down and after being on hold for over 20 mins -Mia tells me she is going to charge a Flight Booking Problems fee?! Customer service?,"[41.86589387, -87.62303178]",2015-02-20 22:15:49 -0800,"Chicago, IL",Central Time (US & Canada) 569017218316369921,neutral,0.6813,,0.0,United,,iamlaurencard,,0,.@united I took a screenshot and emailed it to myself. Let's DM and figure this out.,,2015-02-20 22:14:11 -0800,"Aliso Viejo, CA",Pacific Time (US & Canada) 569015669347319808,negative,1.0,Flight Booking Problems,0.6222,United,,CaptainDave13,,1,@united She 👏 won't 👏 be 👏 at 👏 my 👏 wedding 👏. This is an irreplaceable milestone. There's no reFlight Booking Problems. How can we be repaid for this?,,2015-02-20 22:08:02 -0800,ridin' da food train, 569014098811351040,negative,1.0,Lost Luggage,1.0,United,,iandroid614,,0,@united Brothers luggage was lost on Copa Airlines Flight 635. He's competing Sunday for the 2015 Panamerican Cross Country Cup. Please help,,2015-02-20 22:01:47 -0800,"Kearney, Nebraska",Central Time (US & Canada) 569012722169466880,positive,0.7021,,,United,,robbshurr,,0,"@United, will you fill it? Yes they will. Thanks! #BringYourOwn, @kleankanteen http://t.co/daaa0rqBXW",,2015-02-20 21:56:19 -0800,"Boulder, CO",Mountain Time (US & Canada) 569012492598251520,negative,1.0,Customer Service Issue,0.6415,United,,johnwoodRTR,,1,@united On last flight of the day no less. I am now driving 4 hours to Aspen thru a snowstorm Thx to your teams lack of customer empathy,"[39.77848558, -104.90007634]",2015-02-20 21:55:24 -0800,Hong Kong,Eastern Time (US & Canada) 569011846432366592,negative,0.6514,Lost Luggage,0.6514,United,,iandroid614,,0,@United Brothers baggage was lost on route to 2015 Panamerican Cross Country Cup Championship in Columbia. His race is Sunday. Please help.,,2015-02-20 21:52:50 -0800,"Kearney, Nebraska",Central Time (US & Canada) 569011727532032001,negative,1.0,Flight Booking Problems,0.3404,United,,johnwoodRTR,,1,@united Yes there were PLENTY of seats available. So why did Vicky Thomas refuse to give one to a million mile flyer?,"[39.77390684, -104.84537303]",2015-02-20 21:52:22 -0800,Hong Kong,Eastern Time (US & Canada) 569011185439285248,negative,1.0,Late Flight,1.0,United,,kellyirish72,,0,"@united funny, both my flights yesterday were delayed because of mechanical issues. Rotten luck to get 2 planes in a row with ""issues""...",,2015-02-20 21:50:12 -0800,Austin, 569011048843313153,negative,0.6765,Customer Service Issue,0.3431,United,,ldellabella,,0,@united that would have been nice earlier today. Too Late Flight now. I hope.,,2015-02-20 21:49:40 -0800,Cincinnati, 569010309085536257,negative,1.0,Late Flight,0.7014,United,,franknoc,,0,@united waiting 12 mins and counting to get through to Global Services....something going on?,,2015-02-20 21:46:44 -0800,,Arizona 569009316490911745,negative,0.6501,Late Flight,0.6501,United,,ldellabella,,0,@united no still trying to get home.,,2015-02-20 21:42:47 -0800,Cincinnati, 569008708174262272,negative,1.0,Flight Booking Problems,1.0,United,,johnwoodRTR,,0,@united Also your at-gate monitor showed 23 empty seats,"[39.83426941, -104.69960636]",2015-02-20 21:40:22 -0800,Hong Kong,Eastern Time (US & Canada) 569008601009762305,negative,1.0,Customer Service Issue,0.6804,United,,johnwoodRTR,,0,@united That is not what your reservations desk just told me. They said there were plenty of seats,"[39.83426941, -104.69960636]",2015-02-20 21:39:56 -0800,Hong Kong,Eastern Time (US & Canada) 569007629868998656,negative,1.0,Flight Booking Problems,0.6939,United,,MERBARAT,,0,"@united very exasperating I'm having a difficult time with Flight Booking Problems as the error message says you're undergoing maintenance. Really, now?","[41.86591215, -87.6231126]",2015-02-20 21:36:05 -0800,"Chicago, IL",Central Time (US & Canada) 569007580925677568,positive,1.0,,,United,,jayasherguy,,1,.@united This flight attendant was extremely helpful to a woman who had a hard time walking. Very touching!,,2015-02-20 21:35:53 -0800,,Pacific Time (US & Canada) 569007103542587392,neutral,0.3505,,0.0,United,,SCVPools,,0,"@united @SCVPools Please call me at 310-795-2210.",,2015-02-20 21:33:59 -0800,Southern California and Hawaii, 569006044782800896,negative,1.0,Lost Luggage,0.6651,United,,gehandabare,,0,@united lax29108m make it happen please else on a cruise with no luggage tomorrow,,2015-02-20 21:29:47 -0800,,Eastern Time (US & Canada) 569005870463344640,negative,1.0,Flight Attendant Complaints,1.0,United,,johnwoodRTR,,0,@united no I did not make connection. Your stellar employee Vicky Thomas refused to board me even though 23 empty seats on plane,"[39.84913886, -104.67403666]",2015-02-20 21:29:05 -0800,Hong Kong,Eastern Time (US & Canada) 569005718365298689,negative,0.6652,Lost Luggage,0.6652,United,,ldellabella,,0,@united Of course. That was the start of my trip 3 wks. ago. Its gone further downhill on my return.,,2015-02-20 21:28:29 -0800,Cincinnati, 569004759069421568,negative,1.0,Late Flight,0.6473,United,,MouadofMoney,,0,@united no u don't,,2015-02-20 21:24:40 -0800,NYC,Atlantic Time (Canada) 569003577613512704,negative,0.6498,Lost Luggage,0.6498,United,,larissatandy,,0,"@united how much longer will it take? It a guitar, not a royal commission!",,2015-02-20 21:19:59 -0800,"Vancouver, Canada",Melbourne 569002384258502656,neutral,1.0,,,United,,summert10,,0,"@united I have a voucher that expires next week, can I get an extension on it before it expires?",,2015-02-20 21:15:14 -0800,,Arizona 568999888043638785,negative,0.6721,longlines,0.3376,United,,DerekTrovi,,0,"@united sure, but 8 different texts changing time & gate (especially locations across the entire concourse). That just seemed a little off.",,2015-02-20 21:05:19 -0800,"Grand Rapids, Michigan",Eastern Time (US & Canada) 568998609590419456,neutral,0.669,,0.0,United,,PeterDawoud,,0,@united you know what would be awesome? Providing us with complimentary entertainment on your flights. Especially those longer than 6 hours.,,2015-02-20 21:00:14 -0800,Redmond WA ,Pacific Time (US & Canada) 568995447768899584,positive,0.6497,,,United,,kevinkugler,,0,@united DM sent. Thanks.,,2015-02-20 20:47:40 -0800,"Omaha, Nebraska",Central Time (US & Canada) 568995256525398016,negative,1.0,Flight Attendant Complaints,0.6776,United,,MyFitness52,,0,"@united to Late Flight now, but in future flights, train staff better to handle emergency situations, and ground staff in Customer Service",,2015-02-20 20:46:55 -0800,Washington,Arizona 568995205271015425,neutral,0.6667,,,United,,Merrick757,,0,@united San Diego to Chicago. Leaving at 6:15 am tomorrow,,2015-02-20 20:46:43 -0800,, 568990399814987777,negative,1.0,Late Flight,1.0,United,,raindovemodel,,0,@united Stuck in this airport 12 hours in standbys cuz the pilot showed up Late Flight in PJs & i missed my connectin flight. PJ's I TELL U! #NYFW,,2015-02-20 20:27:37 -0800,Anywhere someone needs me,Eastern Time (US & Canada) 568989687353729024,positive,1.0,,,United,,raindovemodel,,0,"@united Brian at SFO customer service deserves a raise, gave me extra meal voucher and a good joke to cheer me up after flight delay. #FTW",,2015-02-20 20:24:47 -0800,Anywhere someone needs me,Eastern Time (US & Canada) 568989506784722945,positive,1.0,,,United,,TreyHeckaman,,0,@united Thank you! Have a nice evening.,,2015-02-20 20:24:04 -0800,"Plymouth, IN ",Eastern Time (US & Canada) 568989460618203136,negative,1.0,longlines,0.6632,United,,danahajek,,1,@united if I wait I'll lose the flight. So frustrating.,,2015-02-20 20:23:53 -0800,chicago IL,Central Time (US & Canada) 568988757954678784,negative,1.0,Flight Booking Problems,0.7172,United,,Csqd,,0,@united it most certainly was not.,"[40.71857786, -73.99426076]",2015-02-20 20:21:05 -0800,"Vail, CO",Mountain Time (US & Canada) 568988032067616768,neutral,0.6814,,0.0,United,,danahajek,,0,@united its available online I just can't figure out how to do it to guarantee same flight,,2015-02-20 20:18:12 -0800,chicago IL,Central Time (US & Canada) 568987808792223744,negative,1.0,Flight Booking Problems,0.6374,United,,danahajek,,1,@united trying to book flight w/miles. Was on hold for 50m before I gave up. Need to get 6 on same flight using two diff # and pay 4 1tix,,2015-02-20 20:17:19 -0800,chicago IL,Central Time (US & Canada) 568987648691449857,positive,0.6907,,,United,,GoALDE,,0,@united No thanks. Took care of it when I called,,2015-02-20 20:16:41 -0800,Wisconsin to Worldwide,Central Time (US & Canada) 568987303302950913,negative,1.0,Customer Service Issue,0.7128,United,,elbrooklyntaco,,1,"@united THAT'S the tweet u choose to answer, to tell me you're not liable?! #youretheworst #neveragain",,2015-02-20 20:15:19 -0800,, 568986895268519936,negative,1.0,Late Flight,1.0,United,,elbrooklyntaco,,1,@united y not? You're the reason we're in Houston and not NYC tonight. It took the plane an hour to take off - no explanations or sorry.,,2015-02-20 20:13:41 -0800,, 568986700984283136,positive,1.0,,,United,,JesseLitsch,,0,@united awesome thank you very much for the help,,2015-02-20 20:12:55 -0800,, 568986491608834048,neutral,0.6667,,0.0,United,,callmekaitxo,,0,@united you need to follow me so I can dm you to give you the info,,2015-02-20 20:12:05 -0800,O H I O,Arizona 568985883589906432,negative,1.0,Can't Tell,0.6968,United,,your_ride_dear,,0,"@united @airlines. Agents arguing about check bag announcement. Looked for room until seat 20, gave up and walked back to seat 7.Unnecessary",,2015-02-20 20:09:40 -0800,ONTARIO CANADA, 568985010742693888,neutral,0.6848,,,United,,JesseLitsch,,0,@united yea I saw that I'm moving to China and have 5-6 bags will pay whatever but wanted to make sure it was ok to bring that many,,2015-02-20 20:06:12 -0800,, 568984515298922496,negative,1.0,Cancelled Flight,0.6806,United,,Snow4meErika,,0,"@united you should change your name to United Incompetence. No flight until Monday, have to take a 7 hour drive now to get to my flight!",,2015-02-20 20:04:14 -0800,, 568984098909237248,negative,1.0,Customer Service Issue,1.0,United,,2533107724Paul,,1,"@united not even mentioning how rude the customer service was to us. As a business owner, I'd be mortified if my employees acted as yours",,2015-02-20 20:02:35 -0800,Gig Harbor, 568983569563033600,positive,1.0,,,United,,abhirajan,,0,@united kept me watching the safety video for the first time in forever. Nice job 👍.,,2015-02-20 20:00:28 -0800,The abyss ,Arizona 568983296018751491,negative,1.0,Customer Service Issue,1.0,United,,The_CW,,1,@United has time to respond to everyone else's complaints but not mine. You just lost a customer,,2015-02-20 19:59:23 -0800,Ho-Flo/Columbus/NYC,Central Time (US & Canada) 568982915956277249,positive,1.0,,,United,,girlsgetaways,,0,@United thanks to Lea in the Chicago office for her help in switching our Cancelled Flighted flights!!,,2015-02-20 19:57:53 -0800,Exactly where I want to be!,Eastern Time (US & Canada) 568982505551851520,negative,1.0,Can't Tell,0.6731,United,,AbePrescher,,1,"@united ""most likely"" makes it sound like you have no idea, which is not how I want my flights to be. Please use facts thanks.",,2015-02-20 19:56:15 -0800,San Diego, 568982253553844225,negative,1.0,Late Flight,0.6738,United,,4wordSOUL,,1,@united tell me something I don't know...not #keepingit100 #weaktea,,2015-02-20 19:55:15 -0800,"Denver, CO",Mountain Time (US & Canada) 568979198007595008,negative,1.0,Customer Service Issue,0.3379,United,,JesseLitsch,,0,@united the wait time for a baggage question is 60 minutes that's crazy is there a limit to the amount of bags I can bring internationally,,2015-02-20 19:43:06 -0800,, 568977696786673664,negative,0.6713,Can't Tell,0.3531,United,,leigh_emery,,1,“@united: @leigh_emery We don't like to hear this. Is there anything we can help with? Thanks. ^EY” another empty offer for help.,,2015-02-20 19:37:08 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568976619089620992,negative,0.6899,Customer Service Issue,0.6899,United,,callmekaitxo,,1,@united I'm try to upgrade my seats to first class but the wait time on the phone is 40 minutes... can you help?,,2015-02-20 19:32:51 -0800,O H I O,Arizona 568976326666768384,negative,0.6613,Flight Booking Problems,0.6613,United,,Never_Regret_It,,0,@united UA7985 is a coshared flight w/ ANA. Unable to check in 24 hrs prior.,,2015-02-20 19:31:42 -0800,, 568976065210806272,negative,1.0,Customer Service Issue,1.0,United,,The_CW,,1,@united never flying with you guys ever again. The customer service is piss poor at best.,,2015-02-20 19:30:39 -0800,Ho-Flo/Columbus/NYC,Central Time (US & Canada) 568975398236659712,negative,1.0,Late Flight,1.0,United,,DustinDreams,,0,@united when a 2 hour flight turns into a 3:30 ordeal...sigh,"[29.98498519, -95.3338971]",2015-02-20 19:28:00 -0800,With Carmen SanDiego.,Atlantic Time (Canada) 568973797262372866,negative,1.0,Lost Luggage,1.0,United,,LEAisMYidol,,1,@united where are our luggages? With a group and over 20 luggages are lost,,2015-02-20 19:21:38 -0800,Lea Michele, 568973634087165953,negative,1.0,Flight Attendant Complaints,1.0,United,,RONISREALTOR,,1,"@united assistance with what, the attitude of your staff no matter which airport we are at?",,2015-02-20 19:21:00 -0800,"Fort Lauderdale, FL",Eastern Time (US & Canada) 568972990039265280,neutral,0.6911,,,United,,kevinkugler,,0,@united Sure. Follow for a sec and I will.,,2015-02-20 19:18:26 -0800,"Omaha, Nebraska",Central Time (US & Canada) 568972562819997696,positive,1.0,,,United,,lisahsamuel,,0,@united Thank you so much for your help with my birthday trip! Tickets are confirmed! :-),,2015-02-20 19:16:44 -0800,"Bellingham, WA",Pacific Time (US & Canada) 568972438693916672,neutral,1.0,,,United,,tbjackson09,,0,"@united airlines. On flight UA 1669. Need to make UA 3781. Can u hold the plane for us?",,2015-02-20 19:16:15 -0800,, 568972136322375680,positive,0.6749,,,United,,DManonog,,0,@united thank you.,,2015-02-20 19:15:02 -0800,, 568971802015170560,negative,1.0,Damaged Luggage,0.6603,United,,larissatandy,,0,@united when will I hear? Guitar was damaged in December. I use my guitar to earn a living. Get your act together!,,2015-02-20 19:13:43 -0800,"Vancouver, Canada",Melbourne 568970614238617600,negative,1.0,Customer Service Issue,0.6492,United,,moonfacestudios,,1,@united I was on hold for over 20 minutes and was talking to one of your employees. I asked him for name or id # and he hung up in my face!,,2015-02-20 19:09:00 -0800,DFW area texas,Central Time (US & Canada) 568969371118391296,negative,1.0,Customer Service Issue,1.0,United,,leigh_emery,,0,@united I hope so but I've received no help so far. I've been on hold for more than an hour. Can someone speak to me?,,2015-02-20 19:04:03 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568968761954443264,negative,1.0,Flight Booking Problems,0.6989,United,,Snow4meErika,,2,"@united tried other flight options as per weblink, non available for next 2 days, frustrating #notgoodenough #poorservice",,2015-02-20 19:01:38 -0800,, 568968480717983744,negative,0.6966,Customer Service Issue,0.6966,United,,MrsHeyGil,,0,@united you asked me to DM then ignore them. Please assist in changing to another flight today- 21 Feb fra to mco avoiding IAD.,,2015-02-20 19:00:31 -0800,"Obersulzbach, Germany",Quito 568968312274718721,negative,1.0,Customer Service Issue,0.6602,United,,Snow4meErika,,2,@united how do you stay in business with such poor service? #poorservice #notgoodenough http://t.co/VO61LME5ja,,2015-02-20 18:59:51 -0800,, 568967744076410880,neutral,1.0,,,United,,LyndsyRobinson,,0,@united Will the airline refuse my Canadian passport with less than 6 months remaining validity? Going to US.,,2015-02-20 18:57:35 -0800,, 568967598794149889,neutral,0.6531,,0.0,United,,Merrick757,,0,@united what time should I arrive at the airport for my 6:15 am domestic flight out of San Diego?,,2015-02-20 18:57:01 -0800,, 568967381860503552,neutral,1.0,,,United,,GDClearedToLand,,2,@United #767 taxing in at #ORD @fly2ohare @AirlineGeeks #avgeek http://t.co/uPocMmuLUN,,2015-02-20 18:56:09 -0800,, 568967313598386176,negative,0.6417,Customer Service Issue,0.6417,United,,DManonog,,0,@united I sent a DM re an existing reservation but no one has responded,,2015-02-20 18:55:53 -0800,, 568966873880137728,neutral,0.6871,,0.0,United,,lindork,,0,@united I am going to a service desk now to see what the options are.,,2015-02-20 18:54:08 -0800,"Edmonton, Alberta, Canada",Mountain Time (US & Canada) 568965937875066880,negative,0.6679,Can't Tell,0.3447,United,,xVanDanx,,0,@united I miss the Continental days.,,2015-02-20 18:50:25 -0800,Silver Spring,Eastern Time (US & Canada) 568965883730776065,negative,1.0,Damaged Luggage,0.3437,United,,xVanDanx,,0,@united or how about next time my bag is underweight you guys credit me $200. Or how about I take my business to an airline that cares.,,2015-02-20 18:50:12 -0800,Silver Spring,Eastern Time (US & Canada) 568965870178816000,negative,1.0,Bad Flight,0.3642,United,,Csqd,,0,"@united It wasn't full, I had plenty of time to go to the gate and check, plus with my status I should have gotten on!?!",,2015-02-20 18:50:08 -0800,"Vail, CO",Mountain Time (US & Canada) 568965585620459520,negative,1.0,Flight Attendant Complaints,0.3407,United,,Csqd,,1,@united Then why did your staff refuse to let ME on the earlier flight citing my having checked a bag?!?!,"[40.71518191, -73.99595593]",2015-02-20 18:49:01 -0800,"Vail, CO",Mountain Time (US & Canada) 568965165783388160,negative,1.0,Can't Tell,0.6322,United,,xVanDanx,,0,"@united Thanks for nothing. Next time I'll bring a whole extra suitcase for my 1 extra pound. That makes sense, right?",,2015-02-20 18:47:21 -0800,Silver Spring,Eastern Time (US & Canada) 568964974611193858,negative,1.0,Cancelled Flight,0.657,United,,Snow4meErika,,2,"@united first you lost all my bags, now you Cancelled Flight my flight home. 30 min wait to talk to somebody #poorservice #notgoodenough",,2015-02-20 18:46:35 -0800,, 568964534083268608,positive,1.0,,,United,,DrPhilManning,,0,"@united Great landing in Denver, next Rapid City. Snow starting to fall...Florida Everglades is a faint sunburn away...here comes the cold!",,2015-02-20 18:44:50 -0800,Location: constantly changing!, 568964028669800448,positive,1.0,,,United,,AmaniHardrict,,0,@united Looking forward to flying with you guys as well !!,,2015-02-20 18:42:49 -0800,TRACK ,Atlantic Time (Canada) 568963398781808640,negative,1.0,Late Flight,1.0,United,,paulgomez99,,0,@united how is it that my flight #3367 can arrive early and be delayed due to no gate being available. We are now 20 min Late Flight on tarmac,,2015-02-20 18:40:19 -0800,, 568963218703564800,negative,1.0,Bad Flight,0.3657,United,,The_CW,,0,"@united my flight landed 50 min, but we are being told to stay on the plane, haven't pulled up to the gate & have little to no information.",,2015-02-20 18:39:36 -0800,Ho-Flo/Columbus/NYC,Central Time (US & Canada) 568963006547111936,neutral,0.6804,,,United,,neilawinston,,1,"@united I have such a love hate relationship with you. Some days you're good, the others you are so terribly awful its saddening",,2015-02-20 18:38:46 -0800,"Cleveland, OH",Eastern Time (US & Canada) 568962811772030976,negative,0.7053,Customer Service Issue,0.7053,United,,Bee_Branded,,0,@united have better customer service at John Wayne airport.,,2015-02-20 18:37:59 -0800,,Arizona 568962609375895552,positive,1.0,,,United,,christinerimay,,0,@united Bag was finally delivered and intact. Thanks for your assistance.,,2015-02-20 18:37:11 -0800,Someplace saving something,Eastern Time (US & Canada) 568962582934978562,negative,1.0,Flight Attendant Complaints,1.0,United,,AbePrescher,,2,"@united passengers seated, crew ready #WheresThePilot? Flt1088 from ORD. Hope he isn't at the bar.",,2015-02-20 18:37:05 -0800,San Diego, 568962468766212097,negative,0.6444,Customer Service Issue,0.6444,United,,Jperez201,,0,@united Booked 11 tix 1 month ago and now its about $157 CHEAPER and customer service was useless. What's up with that???,,2015-02-20 18:36:38 -0800,Rutgers Business School - NB,Eastern Time (US & Canada) 568961737715789824,negative,0.6421,Late Flight,0.6421,United,,SamuelRBowles,,0,@united is UA938 still taking off at 9:05pm? I'm stuck on the tarmac on UA3462 waiting to get in.,,2015-02-20 18:33:43 -0800,Crowborough,London 568961016782036992,negative,1.0,Bad Flight,0.3864,United,,LinaSalazar,,0,@united you're right. Good you caught the mechanical failure. Too bad there are no blankets. But ok.,,2015-02-20 18:30:51 -0800,Washington DC,Eastern Time (US & Canada) 568960570486976513,negative,1.0,Late Flight,1.0,United,,bokhary,,0,@united - we're sitting in UA1088 getting delayed because the operations can't find captain. #ridiculous #united,,2015-02-20 18:29:05 -0800,"San Diego, CA",Pacific Time (US & Canada) 568959737544339456,negative,1.0,Can't Tell,0.695,United,,MyFitness52,,1,@united truly the WORST day of flying I have ever experienced...,,2015-02-20 18:25:46 -0800,Washington,Arizona 568958380032860160,positive,1.0,,,United,,ayangoswami,,0,@united. You guys made my day. Treated me well. Thank you!!!,,2015-02-20 18:20:23 -0800,"Hilton Head, SC", 568958227888500736,negative,1.0,Late Flight,1.0,United,,2533107724Paul,,1,@united Stuck in Houston because you can't seem to get a plane to the destination on time in perfect flying conditions.,,2015-02-20 18:19:46 -0800,Gig Harbor, 568958107205783554,negative,1.0,Customer Service Issue,1.0,United,,kellanjacobs,,1,@united you phone customer service team is bad. Think it is time for me to consider switching airlines.,,2015-02-20 18:19:18 -0800,San Francisco,Pacific Time (US & Canada) 568957558444175360,negative,1.0,Customer Service Issue,0.6436,United,,eddietemistokle,,1,@united how much longer United?? Been on the phone for over an hour to straighten out a star alliance upgrade!!! http://t.co/U1ViEuiDF5,,2015-02-20 18:17:07 -0800,New York City,Central Time (US & Canada) 568957349534289920,neutral,1.0,,,United,,Thomas_12345,,0,@united How can I verify if wheelchair assistance has been requested for my next flight?,,2015-02-20 18:16:17 -0800,, 568957001658724353,neutral,0.6849,,0.0,United,,MayhemRevived,,1,I left my dildo on the plane is there any way for me to get it back? @united,,2015-02-20 18:14:54 -0800,, 568955862124863488,positive,0.6963,,0.0,United,,kevinkugler,,0,"@united Don't know her last name, but Karen at your call center is terrific. Friendly, helpful. Terrific representative. Kudos.",,2015-02-20 18:10:22 -0800,"Omaha, Nebraska",Central Time (US & Canada) 568955339607019521,negative,1.0,Can't Tell,0.3499,United,,leigh_emery,,1,@united I'm Cancelled Flighting my #mileageplus card and I will NEVER do business with you again. You clearly don't care about your customers.,,2015-02-20 18:08:18 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568955124300820480,positive,1.0,,,United,,ThomasRogersSG,,0,"@united thank you! Good service, safe flight... 1/2 way home!",,2015-02-20 18:07:26 -0800,, 568955060165554176,negative,1.0,Customer Service Issue,1.0,United,,TaraNorden,,0,"Why even ask me to DM you and offer help if you ""can't do anything"" @united #terriblecustomerservice #unitedairlines http://t.co/feC4i3Vwq7",,2015-02-20 18:07:11 -0800,Chicago,Central Time (US & Canada) 568954593591369728,negative,1.0,Customer Service Issue,1.0,United,,tjny753,,1,@united Yes and that is appreciated but misinformation damages credibility. You may want to have someone observe in Newark #fwiw,,2015-02-20 18:05:20 -0800,"Elmira, NY", 568954266628575232,negative,1.0,Can't Tell,1.0,United,,Y_Marms5,,0,@united you guys suck!,,2015-02-20 18:04:02 -0800,NY & NJ,Eastern Time (US & Canada) 568954048038055936,negative,1.0,Flight Attendant Complaints,0.6752,United,,tompenning,,0,"@united never fails, flying FC order ravioli get chicken. Tell the FA she says you should of told me, other people wanted chicken..idiot.",,2015-02-20 18:03:10 -0800,, 568954046700064768,negative,1.0,Lost Luggage,0.6714,United,,sjwwalsh,,1,@united second time flying into Houston and 45+ mins waiting for luggage at baggage. Typical? Still waiting..,,2015-02-20 18:03:10 -0800,, 568953367646625792,positive,1.0,,,United,,bakedstove,,0,"@united Both flights went great and improved my view of your airline, cheers! Flight attendents on UA1022 deserve a raise",,2015-02-20 18:00:28 -0800,"Boston, Massachusetts",Eastern Time (US & Canada) 568952850908213248,negative,1.0,Customer Service Issue,1.0,United,,RONISREALTOR,,1,"@united again HORRIBLE service, again attitude when asked for information, again you make me not want to fly UNITED ever. #platinummember",,2015-02-20 17:58:24 -0800,"Fort Lauderdale, FL",Eastern Time (US & Canada) 568951922734055424,negative,1.0,Customer Service Issue,1.0,United,,leigh_emery,,0,@united and now your rep just hung up on me after over 35 mins on hold because I asked for a supervisor. I'm furious right now.,,2015-02-20 17:54:43 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568951819969232896,neutral,1.0,,,United,,aushianya,,0,@united I have a question about my interview process I had only one interview but was the last person is that good or bad,,2015-02-20 17:54:19 -0800,, 568951601777512448,negative,1.0,Late Flight,1.0,United,,LinaSalazar,,0,@united thank you for 7 hrs at terminal D in Dulles airport http://t.co/IG2dgctt2M,,2015-02-20 17:53:27 -0800,Washington DC,Eastern Time (US & Canada) 568951462413209601,negative,1.0,Can't Tell,0.6742,United,,1234567890_,,1,@united go bankrupt again and transfer all of your assets to $LUV. That would be great.,,2015-02-20 17:52:53 -0800,"Boulder, CO | Los Angeles, CA",Arizona 568951377231114240,neutral,0.6651,,0.0,United,,JPKirchmeier,,0,@united landing in Chicago - saw it once we were already airborne.,,2015-02-20 17:52:33 -0800,"Evanston, IL",Central Time (US & Canada) 568950980471103489,negative,1.0,Flight Booking Problems,0.6889,United,,majacgray,,0,"@united Marcus helped me - good agent, couldn't fix it. Flight was listed on website, but ""unavailable""to book. False advertising much?",,2015-02-20 17:50:58 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568950850615316480,positive,0.6566,,,United,,paigeworthy,,0,"@united I may not hit any new status this year, but I’ve flown several times this year and have tried to book with y’all every time!","[0.0, 0.0]",2015-02-20 17:50:28 -0800,Chicago,Central Time (US & Canada) 568950706008231936,negative,0.6481,Flight Attendant Complaints,0.3351,United,,elbrooklyntaco,,1,"@united unsmiling rep. told us hotel shuttle comes ""like every 15 minutes."" Breezy 30 min. Late Flightr we're taking a cab. You going to reimburse?",,2015-02-20 17:49:53 -0800,, 568950548411461632,negative,1.0,Late Flight,0.6495,United,,laurenmadams,,0,"@united If someone misses his connecting flight because of the airline, and it was the last flight of the day, how will you fix it?",,2015-02-20 17:49:15 -0800,In & Around Chicago,Central Time (US & Canada) 568949970080018433,negative,0.6848,Customer Service Issue,0.6848,United,,MadisonWatts_,,1,@united Yes I needed plenty of assistance but received none.,"[38.26810946, -82.12153441]",2015-02-20 17:46:58 -0800,West Virginia,Alaska 568949545972961280,negative,1.0,Late Flight,1.0,United,,AJMILBRANDT,,1,"@united not tonight, we got a hotel and after 14hrs of traveling and still not reaching our destination we are disappointed. Thanks",,2015-02-20 17:45:16 -0800,Buck-hio, 568948971923742720,negative,0.6537,Customer Service Issue,0.32899999999999996,United,,Dra_Mck,,0,@united thank you for the reply. I emailed your customer care department about my experience.,,2015-02-20 17:43:00 -0800,Chapel Hill,Quito 568948323916255233,negative,1.0,Customer Service Issue,0.6493,United,,Decode_NewYork,,0,@united How can I file a claim when your agents won't let me speak to a supervisor? My claim number is expired because you WON'T find my bag,,2015-02-20 17:40:25 -0800,New York City,Eastern Time (US & Canada) 568948016662474752,neutral,1.0,,,United,,Csqd,,0,@united it's done. If you do something to make up for it I'll tweet that too.,,2015-02-20 17:39:12 -0800,"Vail, CO",Mountain Time (US & Canada) 568948008160661504,negative,0.636,Can't Tell,0.324,United,,aushianya,,0,@united I had one interview I was the last person what does that mean?,,2015-02-20 17:39:10 -0800,, 568947922731028480,negative,1.0,Late Flight,1.0,United,,HobertRunter,,1,@united I have flown with you 10 times in the last 13 days. 8 out of 10 flights have been delayed. Huge mistake on my part. Don't fly united,,2015-02-20 17:38:49 -0800,Minneapolis,Quito 568947542899052544,positive,1.0,,,United,,mrp,,0,@united I just received notification of in-flight Wi-Fi for UA863 from @flySFO to @SydneyAirport. Amazing!,,2015-02-20 17:37:19 -0800,sf - austin - sydney,Alaska 568947313676148737,negative,1.0,Customer Service Issue,0.6805,United,,HILL_PARTYofone,,1,@united yes but taking two days to get bag delivered. Missed a full day skiing because of this.,,2015-02-20 17:36:24 -0800,"Omaha, NE",Central Time (US & Canada) 568946825798905856,positive,0.34299999999999997,,0.0,United,,nfriesen1,,0,@united give her the recognition she deserves!,,2015-02-20 17:34:28 -0800,"Winnipeg, MB Canada",Central Time (US & Canada) 568946758404808704,positive,1.0,,,United,,nfriesen1,,0,@united she's the type of person that can make a customers day! I fly 100+ times a year & she's one of the top flight attendants I've had!,,2015-02-20 17:34:12 -0800,"Winnipeg, MB Canada",Central Time (US & Canada) 568944096687075329,negative,1.0,Bad Flight,0.3748,United,,xVanDanx,,0,@united made me remove 1 pound from my checked bag otherwise they would charge me $200. Loyal flier for 10 years - time for change.,,2015-02-20 17:23:37 -0800,Silver Spring,Eastern Time (US & Canada) 568942578026086401,negative,1.0,Late Flight,0.6436,United,,Charlie_Mich,,0,@united been sitting on this plane 3:15 unreal. When will my 2+ day nightmare end?,,2015-02-20 17:17:35 -0800,, 568941851228528642,positive,0.6889,,0.0,United,,1234567890_,,0,@united you suck. @SouthwestAir you're the best.,"[37.61476852, -122.40521688]",2015-02-20 17:14:42 -0800,"Boulder, CO | Los Angeles, CA",Arizona 568940548301549568,negative,0.7055,Late Flight,0.3748,United,,wisemana,,0,@United can you let us out of the gate now. UA1157,"[0.0, 0.0]",2015-02-20 17:09:31 -0800,"washington, dc",Eastern Time (US & Canada) 568938647795314688,negative,1.0,Late Flight,0.6579,United,,wisemana,,0,"@united & on top of no free tv on the int’l leg, now I’m sitting on the Tarmac in Houston, 70 min past departure w/ another hr plus to go","[29.98384194, -95.33664018]",2015-02-20 17:01:58 -0800,"washington, dc",Eastern Time (US & Canada) 568935475815292928,negative,1.0,Bad Flight,0.3434,United,,hoozsah,,0,"@united DTV doesnt work, pilots Late Flight, wont let 10yr old fly next 2 me and I paid 4 an upgrade. #unitedsucks",,2015-02-20 16:49:22 -0800,, 568934749571387392,negative,1.0,Customer Service Issue,1.0,United,,KatieJelen,,0,"@united Your ""Loyalty Team"" basically flipped me off via phone, but thanks. Maybe Google ""loyalty"" and get back to me? ^LOL",,2015-02-20 16:46:29 -0800,"Los Angeles, CA (via Philly)",Pacific Time (US & Canada) 568934521506107392,negative,1.0,Bad Flight,0.3404,United,,JoeSchmuck,,2,"Hey @united, this is your job, don't give me the safety spin. This is the same plane that broke on the original flight out. #unitedSucks",,2015-02-20 16:45:34 -0800,San Francisco,Pacific Time (US & Canada) 568933083472220160,positive,1.0,,,United,,ferriertv,,0,@united Thank You,,2015-02-20 16:39:52 -0800,Denver,Mountain Time (US & Canada) 568932735181578240,negative,1.0,Customer Service Issue,1.0,United,,StarksRavings,,0,"@united, if you mean beyond opaque ""maintenance issues"", yes, that would be basic in customer service which your EWR staff can't manage.",,2015-02-20 16:38:28 -0800,United States,Eastern Time (US & Canada) 568932482323623937,negative,0.685,Flight Booking Problems,0.3586,United,,iamtedking,,0,"@united ""Dear Ted. We don't care about you nor the Mileage Plus Card you pay a lot for. Bye bye. -- United""",,2015-02-20 16:37:28 -0800,,Eastern Time (US & Canada) 568931996891807744,neutral,1.0,,,United,,JamieReidy,,0,@united Terminal 1 gate B3. Flt 1299. Then take her to Terminal 5. Gate M13. Swiss Air LX009,,2015-02-20 16:35:32 -0800,,Pacific Time (US & Canada) 568931924166574080,negative,1.0,Customer Service Issue,1.0,United,,LJ3000,,0,. @united sad that you don't think it is important to resolve your client facing team that behaves disgraceful,,2015-02-20 16:35:15 -0800,,Pacific Time (US & Canada) 568931759150084096,negative,1.0,Can't Tell,0.7075,United,,JamieReidy,,0,@united Help! My girlfriend Amy Lloyd is going to miss our flt to Zurich bc of your fault. She needs a golf cart to meet her at ORD (1),,2015-02-20 16:34:36 -0800,,Pacific Time (US & Canada) 568931637699829761,negative,0.3511,Flight Attendant Complaints,0.3511,United,,robfarrisjr,,1,@united - #epicfail from a former gate agent in PIA! He walked away and quit! Luckily a responsible PIA agent saved the day!,,2015-02-20 16:34:07 -0800,"Apex, NC",Eastern Time (US & Canada) 568931356287365120,negative,1.0,Late Flight,0.6378,United,,tjny753,,0,@united That was the problem. We were being told the aircraft was on its way.,,2015-02-20 16:33:00 -0800,"Elmira, NY", 568931215149039617,negative,0.684,Late Flight,0.3499,United,,Charlie_Mich,,1,@united will do. Thx. Been sitting on plane now for 2.5 hrs and now we have to refuel! I can't even make this stuff up.,,2015-02-20 16:32:26 -0800,, 568930692551221248,negative,1.0,Can't Tell,0.684,United,,thebadvillain,,1,@united do you know how to use twitter bro? Your terminal looks like it's in Bosnia. Here's another pic. http://t.co/M9Nywr5Kbs,,2015-02-20 16:30:21 -0800,, 568929299350179840,negative,1.0,Late Flight,1.0,United,,JW_Blocker,,1,@united you are by far the worst airline. 4 plane delays on 1 round trip flight. How is that possible.,,2015-02-20 16:24:49 -0800,, 568928251554299906,negative,1.0,Lost Luggage,0.3407,United,,iamawarplane,,0,@united I took care of it myself. Had to rent a car and drive 3 hours to retrieve my belongings. Due to united errors.,,2015-02-20 16:20:40 -0800,"Austin, Texas", 568928163058724865,negative,0.6942,Late Flight,0.3702,United,,Charlie_Mich,,0,@united now I'll probably miss my next connection!,,2015-02-20 16:20:18 -0800,, 568927730160549888,neutral,1.0,,,United,,suijuris,,0,@united any chance you'll ever do CPUs on your JFK-LAX like @AmericanAir?,"[40.64993239, -73.78249589]",2015-02-20 16:18:35 -0800,"New York, NY",Eastern Time (US & Canada) 568927727627202560,negative,1.0,Late Flight,1.0,United,,Charlie_Mich,,0,@united you may think I'm joking or blowing it out of proportion but the last 8 united flights have been delayed or significantly Late Flight.,,2015-02-20 16:18:35 -0800,, 568927631103696896,negative,1.0,Late Flight,1.0,United,,Schlubach,,1,"@united not the case. Now delayed due to ""mechanical issues with no update on departure time"". Just Cancelled Flight the goddamn flight so I go delta",,2015-02-20 16:18:12 -0800,NY,Quito 568927281747505152,negative,1.0,Late Flight,1.0,United,,Charlie_Mich,,0,@united 2 days and 3 planes with mechanical issues? Now over 1.5 hrs Late Flight sitting on this plane. This is insane!!,,2015-02-20 16:16:48 -0800,, 568926552836182016,negative,1.0,Customer Service Issue,1.0,United,,ellembee,,0,@united I didn't get a message from you. I'll resend numbers.,,2015-02-20 16:13:54 -0800,chicago,Central Time (US & Canada) 568926321369153536,neutral,0.6735,,0.0,United,,takwind_,,0,"@united Yes, filled out the form last year. Don't have case number handy. Guess I'm not cut out for the historical society afterall",,2015-02-20 16:12:59 -0800,New York | Nomad,Eastern Time (US & Canada) 568925709189705728,negative,1.0,Bad Flight,1.0,United,,StephanieWeyant,,0,@United What idiot designed your seats? Armrest TV remote & resting elbows don't mix. Seatmate keeps changing channels & blasting volume.,,2015-02-20 16:10:33 -0800,New York City, 568925583939375104,negative,0.7118,longlines,0.3667,United,,archivelle,,0,@united You can bump me up to Group 3 so I won't be forced to check my bag and wait 30+ minutes at LGA.,,2015-02-20 16:10:03 -0800,New York, 568924206152306688,negative,1.0,Can't Tell,0.6656,United,,KatieJelen,,0,"@united Listen, learn & do this: Remove your PQD requirement. It is insulting. ^HA",,2015-02-20 16:04:35 -0800,"Los Angeles, CA (via Philly)",Pacific Time (US & Canada) 568923233866555392,positive,1.0,,,United,,livingextreme,,0,@united thank you for the reply. I will fill out the form and submit it as requested. Good to know you're paying attention!,,2015-02-20 16:00:43 -0800,"Grand Junction, Colorado", 568922616800657411,positive,1.0,,,United,,Mimsw,,0,@united Gate Agent Alavera is amazing,,2015-02-20 15:58:16 -0800,"Boulder, CO",Mountain Time (US & Canada) 568922057552977920,negative,0.6842,Can't Tell,0.6842,United,,KatieJelen,,1,@united I need you...to be a better airline. ^LOL,,2015-02-20 15:56:03 -0800,"Los Angeles, CA (via Philly)",Pacific Time (US & Canada) 568921968818270208,negative,1.0,Flight Attendant Complaints,1.0,United,,EddieUmphrey,,1,@united your agents forced me to check a carry on bag. When I received my bag I found your crew had stolen from me. U lost my business!,,2015-02-20 15:55:42 -0800,"MN, MI, NM",Eastern Time (US & Canada) 568921625715814401,positive,1.0,,,United,,KennethRMurray,,0,@united wins top marks for customer service via Twitter. They turned a poor experience into a positive. Many thanks for the effort! 👍,,2015-02-20 15:54:20 -0800,"Kenosha, WI",Central Time (US & Canada) 568921407813521409,negative,1.0,Lost Luggage,1.0,United,,chozee1,,0,@united Really....you charge me $25 to check a bag and then you put it on a different flight....still Don't have my bag!!!,,2015-02-20 15:53:28 -0800,"Clifton, NJ", 568921163901984768,negative,1.0,Customer Service Issue,0.6329,United,,jbersack,,1,@united Why haven't you released a travel advisory for IAD for tomorrow????!!!!!!!!,,2015-02-20 15:52:30 -0800,"ÜT: 38.763515,-77.718226",Eastern Time (US & Canada) 568920314073260032,negative,1.0,Bad Flight,1.0,United,,BurkeCherrie,,0,"@united cross country flight SFO>BOS. No wifi, not even a can of soda and this quality inflight entertainment #sad http://t.co/xhlc30MTfF",,2015-02-20 15:49:07 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568919686978641920,negative,1.0,Late Flight,0.6526,United,,Schlubach,,1,"@united is really getting horrible. So much for tucking in my kids tonight. Delta transfers miles/status, right? http://t.co/H6HN33JJJE",,2015-02-20 15:46:38 -0800,NY,Quito 568919230671794176,neutral,1.0,,,United,,aushianya,,0,@united I just had an interview how long does it take before you hear back,,2015-02-20 15:44:49 -0800,, 568918820632403969,negative,1.0,Customer Service Issue,0.6619,United,,iamawarplane,,1,@united I think problem resolution should be decided on your end. Especially if you'd like me to continue flying your airline.,,2015-02-20 15:43:11 -0800,"Austin, Texas", 568918759664021504,negative,1.0,Can't Tell,1.0,United,,jayw329,,0,@united roundtrip to London on @Delta ? I think I will! FYI that's another $1k you just lost. #moneynotspentonunited #unfriendlyskies,,2015-02-20 15:42:56 -0800,"New York, NY",Eastern Time (US & Canada) 568917936783491073,negative,0.6633,Can't Tell,0.3367,United,,jayw329,,0,@united already Flight Booking Problems next week's trip on @AmericanAir thanks for making the choice so easy #disunited #unfriendlyskies #servicefail,,2015-02-20 15:39:40 -0800,"New York, NY",Eastern Time (US & Canada) 568917792172351488,positive,1.0,,,United,,nfriesen1,,0,"@United flight experiences R often frustrating, but 2day on UA5184 from CHI to WPG flight attendant April was #amazing! She's 1 of the best!","[49.73717309, -96.67646776]",2015-02-20 15:39:06 -0800,"Winnipeg, MB Canada",Central Time (US & Canada) 568917786921009153,negative,0.6878,Can't Tell,0.3541,United,,archivelle,,0,"@united Also, group 5 is total BS.",,2015-02-20 15:39:05 -0800,New York, 568917611565592577,negative,1.0,Late Flight,0.6657,United,,archivelle,,1,@united Don't ask me to be patient without offering something in return.,,2015-02-20 15:38:23 -0800,New York, 568917429033652226,negative,1.0,Late Flight,0.6154,United,,4wordSOUL,,1,"@united just like clockwork, Friday afternoon flights from LAS to DEN running Late Flight. Why does this seem to happen so consistently #KeepIt100",,2015-02-20 15:37:39 -0800,"Denver, CO",Mountain Time (US & Canada) 568917261869674497,negative,1.0,Bad Flight,0.6970000000000001,United,,jayw329,,0,@united I will! On @AmericanAir @SouthwestAir @Delta or @JetBlue all of which will be getting my business. #unfriendlyskies #unbelievable,,2015-02-20 15:36:59 -0800,"New York, NY",Eastern Time (US & Canada) 568916446710857728,positive,1.0,,,United,,CEUGRATN,,0,@united free booze for the Bach party would make it better! ORD-->MSY #Delayed #Again We will enjoy either way. Thanks!,,2015-02-20 15:33:45 -0800,,Central Time (US & Canada) 568916345506566145,neutral,1.0,,,United,,JPKirchmeier,,0,"@united (2/2) I have their name (boarding pass was in there, too). I think they might really need this. Any ideas?",,2015-02-20 15:33:21 -0800,"Evanston, IL",Central Time (US & Canada) 568916213130096640,neutral,1.0,,,United,,JPKirchmeier,,0,@united - sitting in seat 10D on a flight back from Vegas to Chicago. Someone left a folder that looks important in the seat pocket. (1/2),,2015-02-20 15:32:49 -0800,"Evanston, IL",Central Time (US & Canada) 568915741551886336,negative,1.0,Customer Service Issue,1.0,United,,cruzontour,,0,"@united incompetent/rude service today. Missed my connecting flight, then the customer service desk was terrible to me. Really upset w untd.","[29.98454639, -95.33856899]",2015-02-20 15:30:57 -0800,"Los Angeles, CA",Alaska 568913508936458240,negative,1.0,Bad Flight,0.6907,United,,AtulKC,,0,@united - terrible experience on UA415 on 17th. 1st exit row in economy has zero legroom. Have same row booked for return but can't change.,,2015-02-20 15:22:05 -0800,Greater New York City Area,Eastern Time (US & Canada) 568911315026063361,negative,1.0,Late Flight,1.0,United,,DreLongo,,1,@united 5.5 hours Late Flightr I've been in transit for a total of twelve hours...please just change the plane on flight 600 this is ridiculous SFO,,2015-02-20 15:13:22 -0800,Boston, 568910880416464897,positive,1.0,,,United,,ibrowning85,,0,@united all good man it isn't your fault that plane is having maintenance issues,,2015-02-20 15:11:38 -0800,, 568910220644237312,negative,1.0,Late Flight,1.0,United,,fambai,,0,@united this delay of flight UA4636 has been painful. I sure hope it doesn't cause me or my luggage) to miss my UA82 flight to New Delhi!,,2015-02-20 15:09:01 -0800,the nation's capital,Eastern Time (US & Canada) 568909613770211329,negative,0.6778,Can't Tell,0.6778,United,,GoBeavs808,,0,@united Yes but unbelievable. Should have a free fare lock,,2015-02-20 15:06:36 -0800,Radford HS, 568908748732760064,positive,0.6755,,,United,,BattierCCIpuppy,,1,“@united: @BattierCCIpuppy Your puppy is so cute. We look forward to having both of you on board. Thanks for the high five. ^EY” 👏👏,,2015-02-20 15:03:10 -0800,"Sacramento, CA", 568908474601639936,negative,1.0,Late Flight,1.0,United,,RegYohanan,,1,"@united worst AIRLINE BEWARE THEY DO NOT MAINTAIN THERE PLAIN BEEN ON THE RUNWAY THE PAST 4 HOURS!!!/",,2015-02-20 15:02:04 -0800,, 568905448897654784,negative,1.0,Can't Tell,0.6285,United,,wisemana,,0,"@united it should be free like other airlines! Again, it’s not 1997 anymore.",,2015-02-20 14:50:03 -0800,"washington, dc",Eastern Time (US & Canada) 568905087608881152,negative,0.665,Late Flight,0.335,United,,ChrisLaylin,,0,@united Existing reservation is fine. I was talking about no longer having an 0600 CMH-ORD option. 0638 gets me in too Late Flight.,"[0.0, 0.0]",2015-02-20 14:48:37 -0800,"Powell, OH",Eastern Time (US & Canada) 568904684561408000,neutral,0.7008,,0.0,United,,Heaton52,,0,@united please tell me I'm going to make my connecting flight from O'hare to #STL #SouthBendINWhere 🙏 http://t.co/qGwK10dEwv,,2015-02-20 14:47:01 -0800,,Central Time (US & Canada) 568903773491306496,neutral,0.68,,,United,,jacobburkholder,,0,@united Lindsay and ??. Darn. Terrible memory on my part. I know they are headed back to IAD and then PIT tonight.,,2015-02-20 14:43:23 -0800,"#avgeek, United 1K",Central Time (US & Canada) 568903479722246144,negative,1.0,Customer Service Issue,0.3404,United,,caseymugar,,0,"@united I know. I’m sure you hear it all the time — don’t like the new seats. I’m a small guy, 5’ 6” and I feel the new planes are tight",,2015-02-20 14:42:13 -0800,"Culver City, CA",Pacific Time (US & Canada) 568903193930764288,negative,1.0,Late Flight,1.0,United,,Csqd,,0,@united how about after 2.5 hrs at ORD another .5 on the tarmac + refuse to move me to an earlier flight you make it up to me? #iflyalot #bs,"[41.9653255, -87.87535719]",2015-02-20 14:41:05 -0800,"Vail, CO",Mountain Time (US & Canada) 568903082765000704,neutral,0.6202,,,United,,yuethomas,,0,"@united OK, thanks for the clarification.",,2015-02-20 14:40:39 -0800,"San Jose, CA",Pacific Time (US & Canada) 568902492118888448,positive,0.3414,,0.0,United,,matsmall,,0,@united When are you coming back to @IFlyOAKland? You have a huge East Bay customer base due to SFO and *I* miss you!,"[0.0, 0.0]",2015-02-20 14:38:18 -0800,Oakland,Pacific Time (US & Canada) 568902405909143552,negative,1.0,Can't Tell,0.6582,United,,AlsoRococo,,1,@united also doesn't help me. I'm a very frequent flier and united premiere gold. Apparently that means nothing.,,2015-02-20 14:37:57 -0800,Los Angeles,Pacific Time (US & Canada) 568902044561465344,negative,1.0,Late Flight,1.0,United,,ibrowning85,,0,@united delayed another hour,,2015-02-20 14:36:31 -0800,, 568901828055707648,neutral,1.0,,,United,,bethweesner,,0,@united as a million mile flier I'm embarrassed to ask how long ago his launched?,,2015-02-20 14:35:40 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568901675903119360,negative,1.0,Flight Booking Problems,0.3617,United,,ThePappaShacks,,0,@united Can't beat the storm out of town if you wait to issue the policy until too Late Flight. NWS issued storm warning already...,,2015-02-20 14:35:03 -0800,Denver, 568900980080709632,negative,0.6718,Can't Tell,0.3435,United,,johnwoodRTR,,0,@United @Skywest do it again! I will now miss one or probably both our Aspen events. #Fail,"[37.78736562, -122.40865161]",2015-02-20 14:32:17 -0800,Hong Kong,Eastern Time (US & Canada) 568900770860392448,negative,1.0,Lost Luggage,1.0,United,,AlsoRococo,,1,"@united don't need your apologies, need my bag. Took 56 minutes from landing to get it. Unacceptable.",,2015-02-20 14:31:28 -0800,Los Angeles,Pacific Time (US & Canada) 568900079962075137,negative,0.7129,Bad Flight,0.7129,United,,caseymugar,,0,"@united add wifi, entertainment and the old seats and i’ll come back.",,2015-02-20 14:28:43 -0800,"Culver City, CA",Pacific Time (US & Canada) 568899587424931840,negative,1.0,Late Flight,1.0,United,,ibrowning85,,1,@united so we fly into SFO and Honululu gets pushed back 3.5 hours and now it looks like more delays. I beg of you plz sort this out soon!,,2015-02-20 14:26:45 -0800,, 568899516872568832,positive,1.0,,,United,,__ciberpepe,,0,@united : thanks! i will catch my conection! :),,2015-02-20 14:26:29 -0800,, 568899252149035008,negative,1.0,Bad Flight,0.6739,United,,wisemana,,0,@United super lame that you charge $8 for tv on an international flight to the US. It isn’t 1997!,,2015-02-20 14:25:26 -0800,"washington, dc",Eastern Time (US & Canada) 568898792755470336,negative,0.7112,Late Flight,0.3581,United,,CpyburnDC,,1,"@united as for volunteers to give up seats, people did! Now we sit for 25 minutes on plane waiting 4 them to add more people! #letsgo",,2015-02-20 14:23:36 -0800,"Washington, DC",Eastern Time (US & Canada) 568898784861814785,negative,0.6795,Can't Tell,0.3441,United,,nate2482,,0,@united 4016 529557. You going to transfer my car to me too? Because it's at the airport you couldn't get me too...,,2015-02-20 14:23:34 -0800,"Parkersburg, WV",Eastern Time (US & Canada) 568897992712802304,negative,1.0,Lost Luggage,0.6722,United,,AlsoRococo,,0,"@united next time I will not volunteer to let you gate check my bag for space, since you obviously can't deliver it in a timely manner.",,2015-02-20 14:20:25 -0800,Los Angeles,Pacific Time (US & Canada) 568897757991186432,negative,1.0,Lost Luggage,0.6701,United,,AlsoRococo,,0,"@united I'm sorry it's cold in chicago, but I don't see why that means it takes 45 minutes for my priority bag to show up on the carousel.",,2015-02-20 14:19:29 -0800,Los Angeles,Pacific Time (US & Canada) 568895856750899202,neutral,0.6772,,0.0,United,,44Stocker,,0,@united how long does it take for customer feedback to respond to a complaint?,,2015-02-20 14:11:56 -0800,, 568895842293309440,negative,1.0,Can't Tell,0.6478,United,,SchrammRyan,,0,@united you are making me miss big snow in Montana. Not cool.,,2015-02-20 14:11:53 -0800,,Eastern Time (US & Canada) 568895188338380801,negative,1.0,Flight Booking Problems,0.3503,United,,jeeden_1,,0,@united you might be the only airline not offering waivers...keep up the good fight,,2015-02-20 14:09:17 -0800,"Purcellville, VA", 568894996683870208,neutral,1.0,,,United,,jeeden_1,,0,@united or frontier ... http://t.co/n8WiNFu6C5,,2015-02-20 14:08:31 -0800,"Purcellville, VA", 568894575596580864,positive,1.0,,,United,,KennethRMurray,,0,@united Thank you. Any help is appreciated.,,2015-02-20 14:06:51 -0800,"Kenosha, WI",Central Time (US & Canada) 568894256070287360,neutral,1.0,,,United,,jayfalck,,0,"@united FYI, went through this on similar flight last week.",,2015-02-20 14:05:34 -0800,"Austin, TX",Central Time (US & Canada) 568894073345437697,negative,1.0,Customer Service Issue,0.3467,United,,jayfalck,,0,@united I know where to check. My complaint is my ticket said dinner when I booked now it's changed to refreshments. Where's my refund?,,2015-02-20 14:04:51 -0800,"Austin, TX",Central Time (US & Canada) 568893623099654144,negative,1.0,Lost Luggage,1.0,United,,christinerimay,,0,@united Bag MIA since Wednesday. Still no word where it is or if we'll ever see it again. #lostluggage #frustrated,,2015-02-20 14:03:03 -0800,Someplace saving something,Eastern Time (US & Canada) 568893275907575808,neutral,1.0,,,United,,yuethomas,,0,@united assume those benefits only apply to my own reservation. Any way my partner (on diff res) can use them? Can we combine res?,,2015-02-20 14:01:41 -0800,"San Jose, CA",Pacific Time (US & Canada) 568893072001646592,neutral,1.0,,,United,,jeeden_1,,0,@united or us air: http://t.co/Eis9hcNPrO,,2015-02-20 14:00:52 -0800,"Purcellville, VA", 568892505829347329,negative,1.0,Can't Tell,0.6578,United,,jeeden_1,,0,@united we can't all be american airlines I suppose... http://t.co/0EWj7oKlji,,2015-02-20 13:58:37 -0800,"Purcellville, VA", 568890960358166528,negative,1.0,Bad Flight,0.6458,United,,Paul_Faust,,1,@united Love to report how horrible this flight is to your team. Let's make it worse...as they get to my seat...out of all snacks,,2015-02-20 13:52:29 -0800,New York, 568890017365561344,neutral,0.688,,0.0,United,,jeeden_1,,0,"@united uhuh.Group trying to get out of Nashville and into IAD today instead of tomorrow,why be preemptive though... https://t.co/yBv0xaowKv",,2015-02-20 13:48:44 -0800,"Purcellville, VA", 568889252185903104,positive,1.0,,,United,,Coco_Flotte,,0,@united thanks for moving my dad on to my my mom's flight. You helped make his birthday start with #FriendlyFriday Awesomeness! 4 paws up!,,2015-02-20 13:45:41 -0800,Deutschland,Prague 568887455044259842,negative,1.0,Cancelled Flight,1.0,United,,nate2482,,1,@United you need to get it together 3 of 4 flights Cancelled Flightled stranded with no car and my baggage is lost! You NEVER get it right.,,2015-02-20 13:38:33 -0800,"Parkersburg, WV",Eastern Time (US & Canada) 568887240685785089,neutral,0.7246,,,United,,KeldaPharris,,1,"@united blood services, make your appt. today! 18009174929 http://t.co/6UXwPaduGS",,2015-02-20 13:37:42 -0800,Aberdeen,Central Time (US & Canada) 568885959225446400,negative,1.0,Customer Service Issue,0.6806,United,,bretlonder,,0,".@united It's worth saying that, if you litter in Singapore, you get caned. ""But there are rules"" says @united",,2015-02-20 13:32:36 -0800,"San Diego, CA",Central Time (US & Canada) 568885581297651713,neutral,0.6491,,0.0,United,,jeeden_1,,0,"@united Not waiving change fees with the snow storm coming tomorrow? IAD is under Winter Storm warning tomorrow already, what's up?",,2015-02-20 13:31:06 -0800,"Purcellville, VA", 568885556718907392,neutral,0.6609999999999999,,0.0,United,,divvashi,,0,@united yes! I'll be sending an email to customer service today.,,2015-02-20 13:31:00 -0800,,Eastern Time (US & Canada) 568885498464374785,negative,0.6706,Customer Service Issue,0.6706,United,,bretlonder,,0,"@united I'm fully aware, it's just that your rules are harsh toward the client. Especially since you're going to resell my seat for more $.",,2015-02-20 13:30:46 -0800,"San Diego, CA",Central Time (US & Canada) 568885117373927425,negative,1.0,Damaged Luggage,0.6383,United,,AlexanderPancoe,,1,@united why I won't check my carry on. Watched a handler throw this bag -- miss the conveyer belt -- sat there 10 min http://t.co/lyoocx5mSH,,2015-02-20 13:29:16 -0800,Chicago,Central Time (US & Canada) 568884491294351360,negative,1.0,Customer Service Issue,1.0,United,,ADolledUpBlog,,1,@united why? So I can waste more of time on this airline to get an automated message? Disappointing as always.,,2015-02-20 13:26:46 -0800,"Salt Lake City, UT",Mountain Time (US & Canada) 568884473040752641,negative,1.0,Customer Service Issue,0.6503,United,,andreamvdlg,,1,@united this means within one week i will have filed 2 compensation complaints to your website,,2015-02-20 13:26:42 -0800,Edinbrah ,Eastern Time (US & Canada) 568884344221081600,negative,0.6869,Can't Tell,0.3434,United,,andreamvdlg,,0,"@united not 100% sure, however my ticket included one checked bag, therefore this charge was extra and completely unanticipated.",,2015-02-20 13:26:11 -0800,Edinbrah ,Eastern Time (US & Canada) 568884211739971584,positive,0.6561,,,United,,d_goodspeed,,0,“@united: @d_goodspeed We will follow up with our Maintenance team. Thanks for the tweet. ^KP” THANK YOU! United Cares!,"[33.63992689, -84.44705534]",2015-02-20 13:25:40 -0800,USA,Central Time (US & Canada) 568883744246878208,negative,1.0,Customer Service Issue,0.662,United,,KennethRMurray,,0,@united Terribly disappointed. Confirmed reservation delayed and your cust. service staff was not helpful in finding an alternate solution.,,2015-02-20 13:23:48 -0800,"Kenosha, WI",Central Time (US & Canada) 568883664219537408,neutral,1.0,,,United,,middlebrowmadam,,0,@united this is for a check-in luggage. Employee told me not to include wheels in the dimensions.,,2015-02-20 13:23:29 -0800,Southern California,Pacific Time (US & Canada) 568883475534745600,neutral,1.0,,,United,,dlm_3,,0,@united dmangen@visualclubconcepts.com,,2015-02-20 13:22:44 -0800,Global,Eastern Time (US & Canada) 568883108377808896,neutral,1.0,,,United,,Bigmenk65,,0,"@united if I had a ticket refunded which I purchased, for my brother to fly...could I then used the refunded credit for me to fly? Respond",,2015-02-20 13:21:17 -0800,, 568882789082222592,negative,1.0,Late Flight,0.6522,United,,andreamvdlg,,1,@united this is besides the fact that one week ago you delayed me by 18 hours. i am not impressed at all.,,2015-02-20 13:20:00 -0800,Edinbrah ,Eastern Time (US & Canada) 568882601261273089,negative,1.0,Customer Service Issue,0.648,United,,andreamvdlg,,0,"@united its my one and only checked bag, which is checked to edinburgh, however i am being charged randomly from dc to newark",,2015-02-20 13:19:16 -0800,Edinbrah ,Eastern Time (US & Canada) 568882449922416641,negative,1.0,Customer Service Issue,0.3438,United,,andreamvdlg,,0,@united with the purchase of my ticket i am entitled to check in 1 bag however i am being charged an extra 25 dollars for domestic transport,,2015-02-20 13:18:40 -0800,Edinbrah ,Eastern Time (US & Canada) 568882079091400705,negative,1.0,Bad Flight,1.0,United,,justindoll,,1,"@united Thank U for the 1hr delay then boarding us onto a plane that reeks of vomit, flight attendant indicated it wasn't cleaned properly.",,2015-02-20 13:17:11 -0800,"Salt Lake City, UT",Mountain Time (US & Canada) 568881812174299137,negative,1.0,Can't Tell,0.672,United,,ADolledUpBlog,,0,@United I have never been so grossed out in my life. What a disappointment-yet again-flying with you.,,2015-02-20 13:16:07 -0800,"Salt Lake City, UT",Mountain Time (US & Canada) 568881593395208192,neutral,1.0,,,United,,SocialMktgFella,,0,@united need to add service dog to my itinerary for tomorrow,"[0.0, 0.0]",2015-02-20 13:15:15 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568881580015366145,negative,1.0,Late Flight,1.0,United,,ADolledUpBlog,,1,"@united thanks for delaying my flight for an hour, and then boarding us onto a flight that REEKS of vomit because it wasn't cleaned properly",,2015-02-20 13:15:12 -0800,"Salt Lake City, UT",Mountain Time (US & Canada) 568881357583097857,negative,0.6747,Bad Flight,0.3477,United,,d_goodspeed,,0,@united just landed. Might want to check flight 304 plane from Houston. That sound was during takeoff & landing http://t.co/QKquRagGoO,"[33.64314381, -84.44252134]",2015-02-20 13:14:19 -0800,USA,Central Time (US & Canada) 568880036234682370,negative,1.0,Can't Tell,0.6632,United,,megane_ko,,1,@united I can't even look at you right now. I'll call you when I'm not so mad.,,2015-02-20 13:09:04 -0800,Montana,Mountain Time (US & Canada) 568878265814949889,neutral,1.0,,,United,,bugstory,,0,@united DM ed u the request num,,2015-02-20 13:02:02 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568878121958694912,negative,1.0,Customer Service Issue,1.0,United,,bugstory,,0,"@united I requested an online refund option they denied saying the ticket was used, hope they understand the problem from your approach",,2015-02-20 13:01:28 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568877993453420544,negative,0.6639,Late Flight,0.3706,United,,LRuns4Cupcakes,,0,"@united Nope, still sitting at the gate!",,2015-02-20 13:00:57 -0800,NY, 568877085479071744,neutral,1.0,,,United,,Gouwerijn,,0,"@united bagage which i take to in the cabin i dont need to check-in,correct?",,2015-02-20 12:57:21 -0800,Alphen aan den Rijn,Amsterdam 568875530671554561,neutral,1.0,,,United,,bugstory,,0,@united exactly,,2015-02-20 12:51:10 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568874741249007616,negative,0.6972,Late Flight,0.6972,United,,bugstory,,0,@united the passengers waited inside the flight on the runway and returned back in o gate that should not count as a valid journey,,2015-02-20 12:48:02 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568874496507174912,negative,1.0,Cancelled Flight,1.0,United,,bugstory,,0,"@united yes it is partly used, the del-ewr is used, the return flight was Cancelled Flightled due to technical glitch in operations",,2015-02-20 12:47:03 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568873730182504448,positive,1.0,,,United,,dekt,,0,@united thank you.. Appreciate the response,,2015-02-20 12:44:01 -0800,San Francisco ,Pacific Time (US & Canada) 568873474392854530,neutral,0.6628,,,United,,youRsoMoney,,0,@united Old school ride home to LAX from Houston #flyingRetro http://t.co/6asuwx3Kv0,,2015-02-20 12:43:00 -0800,Los Angeles,Pacific Time (US & Canada) 568873031428415489,negative,1.0,Late Flight,1.0,United,,ssapol5722,,0,.@united I appreciate you looking. Can you compensate me on anything for my troubles? Still haven't taken off for a 10:30 am flight,,2015-02-20 12:41:14 -0800,New Jersey,Quito 568872291427160065,neutral,1.0,,,United,,PaintboxGirl,,0,@united mine is GJQX6J husband is A587CW (Can't DM for some reason.),,2015-02-20 12:38:18 -0800,New York State,Central Time (US & Canada) 568872120471687168,positive,1.0,,,United,,urno12,,0,@united thank you thank you thank you for contacting me. Thank you for the offer of a $1000 travel certificate #unitedairlines,,2015-02-20 12:37:37 -0800,bonkers in Yonkers,New Delhi 568871357007704064,negative,1.0,Customer Service Issue,0.6644,United,,TaraNorden,,1,@united Another terrible experience with United. Discrimination. Delays. And no help from customer service #united #notimpressed,,2015-02-20 12:34:35 -0800,Chicago,Central Time (US & Canada) 568871340498821120,neutral,1.0,,,United,,bubnub,,0,"@united Hi, we are flying into IAD tomorrow evening. Do you expect delays or Cancelled Flightlations with the snow storm?",,2015-02-20 12:34:31 -0800,, 568871143022731265,negative,1.0,Can't Tell,1.0,United,,PaintboxGirl,,0,"@united If a business decision is made that inconveniences and possibly causes lost customers, is it a good business decision? #Cranky",,2015-02-20 12:33:44 -0800,New York State,Central Time (US & Canada) 568870394708545536,positive,1.0,,,United,,bugstory,,0,@united sent a DM just now. Thanks I am incredibly happy the fast response I got via Twitter than via customer care. Thank you,,2015-02-20 12:30:45 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568868944557133825,negative,0.6583,Late Flight,0.6583,United,,benjaminslavin,,0,@united please provide update on UA 791. This flight has been stranded by united with no information from the crew on the plane.,,2015-02-20 12:25:00 -0800,,Quito 568868515857321985,negative,0.6588,Can't Tell,0.3294,United,,dcharb10,,1,@united thanks for reminding me how much easier it is to fly Southwest! Get more agents at sfo 25!,,2015-02-20 12:23:17 -0800,Midwest, 568868305697525761,positive,1.0,,,United,,BattierCCIpuppy,,0,@united perfect! That works! Thank you!,,2015-02-20 12:22:27 -0800,"Sacramento, CA", 568865640569806848,negative,0.6743,Flight Booking Problems,0.3423,United,,abigailedge,,0,"@united That's still one day over my visa expiring on June 9, which is why I booked my flight on that day.",,2015-02-20 12:11:52 -0800,"Brighton, UK",London 568864796717805568,neutral,1.0,,,United,,ScribblersNook,,0,@united Followback so I can DM plz,,2015-02-20 12:08:31 -0800,"Atlanta, GA",Eastern Time (US & Canada) 568862914154770432,negative,1.0,Flight Attendant Complaints,0.6842,United,,GottaGoFlying,,0,@united MIA-EWR #384 😄😄😄 excellent crew. EWR-IAD #3589 😡😡😡 No crew to load bags - waiting w/ door open freezing. 20 mins past departure.,,2015-02-20 12:01:02 -0800,,Eastern Time (US & Canada) 568862907850743808,negative,1.0,Customer Service Issue,1.0,United,,_jesseeka,,0,@united your customer service is crap.,"[42.37525611, -71.24042938]",2015-02-20 12:01:00 -0800,Massachusetts,Eastern Time (US & Canada) 568860978231709697,negative,0.6799,Flight Attendant Complaints,0.6799,United,,michaelotto71,,0,@united thanks for having ground crews that are surprised when flights arrive. #beingsuckontarmacsucks!,,2015-02-20 11:53:20 -0800,USA, 568860389640962048,positive,1.0,,,United,,vnpeace,,0,@united mechanical issue. Looks like they got it fixed! Thanks for your concern.,,2015-02-20 11:51:00 -0800,, 568860308980117504,negative,0.6545,Cancelled Flight,0.3306,United,,Scottsimanek,,0,@united UA1023 sitting on Tarmac at ORD when there are visibly gates open. Reassign our gate.,,2015-02-20 11:50:41 -0800,, 568859726315827200,positive,1.0,,,United,,AndyA3,,0,@united thanks,,2015-02-20 11:48:22 -0800,San Francisco,Pacific Time (US & Canada) 568859503472422912,negative,0.642,Flight Attendant Complaints,0.642,United,,DT_Les,,0,@united Usually an issue with Express our of SFO. Positive note: Mainline p.s. was enjoyable.,,2015-02-20 11:47:29 -0800,, 568859157253611520,negative,1.0,Customer Service Issue,0.6407,United,,DavidM2357,,0,"@united No. SATO rebooked me. Just upset that my travel office had to fix this, and you couldn't.",,2015-02-20 11:46:06 -0800,"Charleston, SC", 568858368829313024,negative,0.7087,Can't Tell,0.3707,United,,StartupReport,,3,@united kind of unnerving to watch the guy deicing your plane text on his phone the whole time http://t.co/QdXfT9qqT9,,2015-02-20 11:42:58 -0800,Portland,Pacific Time (US & Canada) 568858361011154944,negative,1.0,Flight Booking Problems,0.6591,United,,AMaxwellKerr,,2,@united refreshes my browser right before checkout.error load message. Ticket price increased $358 in a matter of sec. DoUNotWantMyBusiness?,,2015-02-20 11:42:56 -0800,, 568857956470517760,negative,1.0,Can't Tell,1.0,United,,DubsterCali,,1,@united @JedediahBila Why is United voted every year as one of the worst airlines? Do enjoy that title? You should give Jedediah free passes,,2015-02-20 11:41:20 -0800,Corrupt California,Pacific Time (US & Canada) 568857374934601728,negative,0.6706,longlines,0.3412,United,,shanp611,,0,@united I think you should board from the back of the plane #whatstheholdup #CHItoCLE,,2015-02-20 11:39:01 -0800,"Cleveland, OH", 568855505747095552,positive,0.6639,,0.0,United,,YouSoFancy,,0,@united On the plane but thanks! Maybe don't let so many people check in by themselves - teeming with morons.,,2015-02-20 11:31:36 -0800,Being not the one,Pacific Time (US & Canada) 568855468975759360,negative,1.0,Bad Flight,0.674,United,,Paul_Faust,,1,@united Thanks...seat made for a 6 year old and a broken TV. 20 flights/year...my last on your airline.,,2015-02-20 11:31:27 -0800,New York, 568855465842466817,neutral,0.6838,,0.0,United,,ItsmeAndrewC,,0,@united UA6357 needs de-icing! Stat! We've waited our turn...,,2015-02-20 11:31:26 -0800,, 568855251123449856,neutral,0.7034,,0.0,United,,AndyA3,,0,@united yes I've boarded this way many times & have never had to show my pass on the Tarmac multiple times. Path was railed off. Only 1 way,,2015-02-20 11:30:35 -0800,San Francisco,Pacific Time (US & Canada) 568855071322198016,negative,0.6733,Cancelled Flight,0.6733,United,,vnpeace,,0,"@united @bobwesson fair enough United. everybody is doing the best they can. Although that ""slight delay"" is turning into a Cancelled Flightlation.",,2015-02-20 11:29:52 -0800,, 568854401802051584,negative,1.0,Lost Luggage,0.3437,United,,christinerimay,,0,@united Still waiting on our bag! Never got delivered yesterday. Can't reach a real person for help. Sending DM with ref number.,,2015-02-20 11:27:12 -0800,Someplace saving something,Eastern Time (US & Canada) 568854214136479744,negative,1.0,Bad Flight,0.6774,United,,MikeJJT,,1,@united worst flight experience I've ever had. Will never ever fly your airline again.,,2015-02-20 11:26:28 -0800,"New York, NY",Eastern Time (US & Canada) 568854082536001536,negative,0.6531,Customer Service Issue,0.6531,United,,VCollins82,,0,@united why do I have to go thru the details of the flight I want w/ the recording to then repeat ALL when a real person gets on the line?,,2015-02-20 11:25:56 -0800,"Washington, DC ", 568853249551409153,positive,1.0,,,United,,Easy_E_,,0,@united Looks like they came through. Thanks again for the help.,,2015-02-20 11:22:38 -0800,Tri State NY area...,Eastern Time (US & Canada) 568853244476309504,neutral,1.0,,,United,,ScribblersNook,,0,@united anything yet JJ?,,2015-02-20 11:22:36 -0800,"Atlanta, GA",Eastern Time (US & Canada) 568851544537481216,negative,1.0,Customer Service Issue,0.3586,United,,bugstory,,0,@united why would a person take hours and hours of wait time just to tell a lie,,2015-02-20 11:15:51 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568851512509800448,negative,1.0,Customer Service Issue,0.6593,United,,ssapol5722,,0,@united hey! DM not working. UA 307!,,2015-02-20 11:15:43 -0800,New Jersey,Quito 568851396923146240,negative,1.0,Customer Service Issue,0.6804,United,,bugstory,,0,@united the refund team is far from customer care courtesy they need training on work ethics. So it's like sir u r lying how can I help,,2015-02-20 11:15:16 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568850852909342720,negative,1.0,Flight Booking Problems,0.6806,United,,DuncanKneeDeep,,1,@united splitting up my flights quadruples the price,,2015-02-20 11:13:06 -0800,The Gaming Cartel,Amsterdam 568850826552320000,negative,1.0,Customer Service Issue,0.6787,United,,bugstory,,0,@united contd... I am being told that I am asking for a refund on a used ticket on a flight that got Cancelled Flightled how is the ticket used?,,2015-02-20 11:13:00 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568850600261226496,negative,1.0,Customer Service Issue,1.0,United,,bugstory,,0,@united after several trials and several hours of waiting on phone to contact customer care to get my refund all I get is cold shoulder,,2015-02-20 11:12:06 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568849007641911296,negative,1.0,Late Flight,0.3763,United,,PFcurator,,1,@united I booked and paid for a flight to get me to Denver at a specific time for a meeting. You failed... It wasn't caused by weather,,2015-02-20 11:05:46 -0800,, 568848928466198530,positive,1.0,,,United,,MarthaH65165635,,0,@united since when did you get so good again! 4 transcontinental flights in 72h. What a pleasure/relief you were.,,2015-02-20 11:05:27 -0800,, 568848699960332288,negative,1.0,Cancelled Flight,1.0,United,,PFcurator,,0,@united what I don't understand isn't flight that I paid premium for getting Cancelled Flighted and the best you can do is next available flight...,,2015-02-20 11:04:33 -0800,, 568848259008962560,negative,1.0,Bad Flight,1.0,United,,PamelaBacorn,,1,"@united Flight is awful only one lavatory functioning, and people lining up, bumping, etc. because can't use 1st class bathroom. Ridiculous",,2015-02-20 11:02:48 -0800,Santa Barbara CA,Pacific Time (US & Canada) 568847735530643457,neutral,1.0,,,United,,rkjohnson2,,0,@united Are the current on board food menus available anywhere online?,,2015-02-20 11:00:43 -0800,, 568847616404004864,neutral,0.6907,,,United,,VidFall,,0,@United Airlines Is Changing Its MileagePlus Program: Winners And Losers http://t.co/F1yvAiO9ul http://t.co/vGlx6Ykwqg,,2015-02-20 11:00:15 -0800,USA,Eastern Time (US & Canada) 568847199460835328,negative,0.6718,Late Flight,0.6718,United,,geoff_lane,,1,@united actually we aren't. Still parked here.,,2015-02-20 10:58:35 -0800,D.C.,Eastern Time (US & Canada) 568846499431337984,neutral,1.0,,,United,,ant_kneee,,0,"Can I put sun in my carry on? RT “@united: @ant_kneee Right now 0 would be a heat wave, so enjoy the warmth! Can you bring some home? ^JJ”",,2015-02-20 10:55:48 -0800,Chicago & Worldwide,Central Time (US & Canada) 568845724110213120,positive,1.0,,,United,,rockstarbrands,,0,@united Thanks!,,2015-02-20 10:52:43 -0800,YHZ,Atlantic Time (Canada) 568845539405656064,positive,1.0,,,United,,Easy_E_,,0,@united thanks for prompt response. Another hour to enjoy vacation! Perhaps a bug in the app as it still shows 2:55.,,2015-02-20 10:51:59 -0800,Tri State NY area...,Eastern Time (US & Canada) 568844772191940608,negative,0.6667,Flight Booking Problems,0.6667,United,,DuncanKneeDeep,,1,@united Why can I only apply one travel certificate per itinerary even when I have multiple flights?,,2015-02-20 10:48:56 -0800,The Gaming Cartel,Amsterdam 568844097374560256,positive,0.6889,,,United,,alinosa,,0,@united appreciate the sentiment and you were able to get me off the ground;still missed connection,,2015-02-20 10:46:16 -0800,South Texas,Central Time (US & Canada) 568844078730727424,negative,1.0,Flight Booking Problems,0.6333,United,,paul_chard63,,0,"@united I log in, view reservations, try view specific reservation & takes me back to login page,",,2015-02-20 10:46:11 -0800,"Celebration, FL ",Eastern Time (US & Canada) 568842531531681792,neutral,0.6717,,0.0,United,,paul_chard63,,1,"@united it just goes round & round, it's be going on for weeks,",,2015-02-20 10:40:02 -0800,"Celebration, FL ",Eastern Time (US & Canada) 568842357069770752,positive,0.7185,,,United,,datachick,,0,Thank you @united for your prompt assistance.,"[43.68346133, -79.61394084]",2015-02-20 10:39:21 -0800,"Toronto, ON",Eastern Time (US & Canada) 568841631585021952,negative,1.0,Lost Luggage,0.6739,United,,iamawarplane,,1,@united 3 times my flight has been delayed and I miss my next flight. This time you've lost my baggage. No clean clothes. $337 flight. Thx!,,2015-02-20 10:36:28 -0800,"Austin, Texas", 568841528455659520,neutral,0.3375,,0.0,United,,dlm_3,,0,@united I looked on the email chain and there is not one,,2015-02-20 10:36:03 -0800,Global,Eastern Time (US & Canada) 568840701850419200,negative,1.0,Flight Booking Problems,1.0,United,,mikebrandes,,0,@united why the hell do my miles expire? Was really looking forward to accruing enough for a free flight in 10 years.,,2015-02-20 10:32:46 -0800,"Minneapolis, MN",Eastern Time (US & Canada) 568837615220166657,positive,1.0,,,United,,SoyCoder,,0,@united thanks for more timely updates.,"[45.58977875, -122.59182952]",2015-02-20 10:20:30 -0800,,Central Time (US & Canada) 568837168350699520,neutral,0.6374,,0.0,United,,BananaPants06,,0,@united Do you also want the naming rights to my first child so I can fly home and visit with my mother and avoid more winter depression?,,2015-02-20 10:18:44 -0800,Chicago,Central Time (US & Canada) 568836728716333056,negative,1.0,Lost Luggage,1.0,United,,Eileen429,,0,@united I'm familiar with the procedure. It wouldn't be the first time #UnitedAirlines lost one of my bags. #unhappytraveler,,2015-02-20 10:16:59 -0800,"Red Bank, NJ",Central Time (US & Canada) 568836642825375744,negative,1.0,Can't Tell,0.7016,United,,VitalMX,,0,@united I get that. But doing it by giving inaccurate/misleading info doesn't seem like a great way to do it. #hopethegearmakesitintact,,2015-02-20 10:16:38 -0800,,Pacific Time (US & Canada) 568835810532794368,negative,1.0,Late Flight,0.6663,United,,geoff_lane,,0,@united cleaning a regional jet takes an hour?,,2015-02-20 10:13:20 -0800,D.C.,Eastern Time (US & Canada) 568835255722860544,positive,1.0,,,United,,lcadler,,0,@united Baggage check in and in flight crew the friendliest ever Flight#417 ogg to Lax !!!,,2015-02-20 10:11:08 -0800,,Pacific Time (US & Canada) 568835134603931649,neutral,0.6699,,,United,,ssegraves,,0,@united thanks. That means I have 30 minutes to make my international connection to HKG,,2015-02-20 10:10:39 -0800,PDX / LGA / TXL / ✈,Central Time (US & Canada) 568834890046832640,neutral,0.3569,,0.0,United,,dizbaa1,,0,@united @JedediahBila KP I am not traveling - we trying to cheer up Ms. Bila.,,2015-02-20 10:09:40 -0800,,Eastern Time (US & Canada) 568834851517771776,negative,1.0,Customer Service Issue,0.3608,United,,BananaPants06,,1,"@united You just tried to charge $750 for a $539 flight when I tried to make a change over the phone, not including $200 change fee. WTF?",,2015-02-20 10:09:31 -0800,Chicago,Central Time (US & Canada) 568834824410148864,positive,1.0,,,United,,mom23185,,0,@united Thank you for your offer! All sorted out :-),,2015-02-20 10:09:25 -0800,, 568834799592448000,neutral,1.0,,,United,,ScribblersNook,,0,@united workin on it. Waiting on him to reply.,,2015-02-20 10:09:19 -0800,"Atlanta, GA",Eastern Time (US & Canada) 568833209288372224,negative,1.0,Late Flight,1.0,United,,ssegraves,,0,@united Flight 395. Rolling delay of 1 hour 42 minutes,,2015-02-20 10:03:00 -0800,PDX / LGA / TXL / ✈,Central Time (US & Canada) 568832931382366209,negative,0.6527,Late Flight,0.3395,United,,ScribblersNook,,0,@united I believe just customer service. At last post he was at Narita in Tokyo. They sent him to a motel to rest. Said standby maybe 2days,,2015-02-20 10:01:53 -0800,"Atlanta, GA",Eastern Time (US & Canada) 568832749093687296,positive,1.0,,,United,,Mammothchowder,,0,@united I think this is the best first class I have ever gotten!! Denver to LAX and it's wonderful!!!,,2015-02-20 10:01:10 -0800,Mammoth Lakes , 568832682269888512,positive,1.0,,,United,,traceyleffler,,0,@united of course not. The inflight crew was great!,,2015-02-20 10:00:54 -0800,"Boston, MA",Eastern Time (US & Canada) 568832576468746240,positive,0.6458,,,United,,DanSeldow,,0,"@united well played, ^LO.",,2015-02-20 10:00:29 -0800,New Jersey,Eastern Time (US & Canada) 568832394196684800,positive,1.0,,,United,,Westonworld,,0,@united The pilot of UA475 just landed this plane like he was gently placing us into a pile of whipped cream. Smoothest landing ever.,,2015-02-20 09:59:45 -0800,, 568832151119990784,negative,1.0,Customer Service Issue,0.3555,United,,paul_chard63,,1,@united your website is a complete joke when using safari!,"[28.34834331, -81.48581918]",2015-02-20 09:58:47 -0800,"Celebration, FL ",Eastern Time (US & Canada) 568831929102913536,negative,1.0,Bad Flight,1.0,United,,Mortars254,,1,@united the new seats on the Canadaair regional jets just plain suck.,,2015-02-20 09:57:54 -0800,The Commonwealth of Virginia,Quito 568831798857195520,neutral,1.0,,,United,,LifeofPL,,0,@united I'm in another country - please Cancelled Flight my reservation. I've booked through Swiss air,"[25.07815796, 55.13798672]",2015-02-20 09:57:23 -0800,, 568831574474661888,negative,1.0,Damaged Luggage,0.6406,United,,mrphoto,,0,@united airlines abuse your expensive video equipment and overcharge you for the privilege http://t.co/SdyLuKR7pt via @robthecameraman,,2015-02-20 09:56:30 -0800,"Chew Valley, North Somerset UK",London 568830996365193216,neutral,0.6651,,,United,,pacers49,,0,@united found the flight on @airfarewatchdog,,2015-02-20 09:54:12 -0800,, 568830888089423872,negative,1.0,Late Flight,0.3594,United,,theoli_co,,0,@united that's the reply? Lol hoping that at least the new plane was maintained before the flight. 😒,,2015-02-20 09:53:46 -0800,"Newark, NJ",Central Time (US & Canada) 568830757730422784,negative,1.0,Can't Tell,0.6495,United,,abigailedge,,0,@united Did somebody say flight upgrade?,,2015-02-20 09:53:15 -0800,"Brighton, UK",London 568830614289252352,neutral,1.0,,,United,,LRuns4Cupcakes,,0,@united DM sent.,,2015-02-20 09:52:41 -0800,NY, 568829906584346624,negative,0.6559999999999999,Late Flight,0.3555,United,,SoyCoder,,1,@united how is it tripitPro has accurate delayed dept. times and 2hours Late Flightr I hear the same from you? Just curious,"[45.58986727, -122.59182577]",2015-02-20 09:49:52 -0800,,Central Time (US & Canada) 568828543423123456,negative,1.0,Can't Tell,0.6629999999999999,United,,riad_otoum,,0,"@united I can tell you. Your airline has lost mine and my families business. This day and age message through Twitter travels fast.",,2015-02-20 09:44:27 -0800,"Louisville, KY", 568828240502128640,negative,0.6829999999999999,Customer Service Issue,0.3525,United,,ScribblersNook,,0,@united trying to reach him for the number. At last they have him on standbye and gave him 1 meal voucher for a potential 2 day standbye!,,2015-02-20 09:43:15 -0800,"Atlanta, GA",Eastern Time (US & Canada) 568828240204333056,negative,1.0,Customer Service Issue,1.0,United,,riad_otoum,,0,@united this is very disappointing. This is about customer service.,,2015-02-20 09:43:15 -0800,"Louisville, KY", 568828064152424448,negative,1.0,Late Flight,1.0,United,,hplager,,0,"@united boarded 6373 on time, deplaned, and now 100 minutes delay. No transparency during. Can't wait to give up my gold status for AA.","[37.6202411, -122.3883092]",2015-02-20 09:42:33 -0800,Bay Area,Quito 568827741832916994,negative,1.0,Customer Service Issue,1.0,United,,44Stocker,,0,@united @44Stocker my wife Sarah stocker did also called but could not connect me to customer service,,2015-02-20 09:41:16 -0800,, 568827677001428992,negative,1.0,Customer Service Issue,1.0,United,,MR_G_LISTER,,0,"@united Once again I am victim to the scam that is your SHIT Customer Service, this time the agent hung up on me WTF do you teach your staff",,2015-02-20 09:41:01 -0800,"Benice Veach, CA",Eastern Time (US & Canada) 568826499597524992,negative,1.0,Flight Attendant Complaints,0.6746,United,,44Stocker,,0,@united flight 1219. My frustration boiled over after dealing with attendant. Her attitude was ridiculous.,,2015-02-20 09:36:20 -0800,, 568826225621405696,negative,1.0,Late Flight,0.6533,United,,BpfallonNYC,,0,@united nice to know that 3 hours of my time is worth $7.99. Free DirectTV for everyone! Ever hear of preventative maintenance?,,2015-02-20 09:35:15 -0800,, 568826215089475584,negative,1.0,Customer Service Issue,1.0,United,,dlm_3,,1,@united that may be true however after 4 weeks matter is still unresolved and I can not get through to a supervisor or manager to help,,2015-02-20 09:35:12 -0800,Global,Eastern Time (US & Canada) 568825791644966912,negative,1.0,Late Flight,1.0,United,,LRuns4Cupcakes,,0,@united obviously no one knows a darn thing around here. What are we to do if this does not get resolved? http://t.co/Ph8QJzaPKx,,2015-02-20 09:33:31 -0800,NY, 568825730718666754,neutral,1.0,,,United,,LifeofPL,,0,"@united so going forward, I shouldn't be Flight Booking Problems Star Alliance flights through the United App?","[25.0779704, 55.13808289]",2015-02-20 09:33:17 -0800,, 568825463918833664,negative,1.0,Flight Attendant Complaints,0.3502,United,,LRuns4Cupcakes,,0,@united I have those notifications yet the staff on board say that is not accurate and they have no departure time.,,2015-02-20 09:32:13 -0800,NY, 568824987244584961,negative,1.0,Bad Flight,0.6947,United,,markbrownwriter,,0,@united I'm not know if the seats are actually narrower than other seats but they feel like it. Or maybe I'm extra bloated.,,2015-02-20 09:30:19 -0800,"Studio City, CA",Tehran 568823775745028096,negative,1.0,Customer Service Issue,1.0,United,,LRuns4Cupcakes,,0,@united DM sent. This lack if customer service is getting ridiculous.,,2015-02-20 09:25:31 -0800,NY, 568822919633240064,negative,1.0,Late Flight,1.0,United,,alinosa,,0,@united delayed going home AGAIN. Getting really tired of delays.,,2015-02-20 09:22:06 -0800,South Texas,Central Time (US & Canada) 568822440631144448,positive,1.0,,,United,,Sweet_Curly,,0,@united a big thanks to ^MN and ^KN or patiently clarifying the United domestic world to me.,,2015-02-20 09:20:12 -0800,,Berlin 568821307766222848,negative,1.0,Flight Booking Problems,0.6954,United,,LifeofPL,,0,@united uh - I booked it through the UA website. Why the price change?,"[25.07772121, 55.13822432]",2015-02-20 09:15:42 -0800,, 568821261767303168,negative,1.0,Cancelled Flight,0.6831,United,,Eileen429,,0,@united I'm rebooked. Getting home 4 hours Late Flightr then planned. What are the chances I'll ever see my bag again? #unhappytraveler,,2015-02-20 09:15:31 -0800,"Red Bank, NJ",Central Time (US & Canada) 568820700489781248,negative,1.0,Flight Booking Problems,0.34299999999999997,United,,n_moffitt,,0,"@united United Club team is A+ & got me a seat Late Flightr. Still, not sure why a last min UAL Cancelled Flightlation costs me $ yet overbooked folks get $?",,2015-02-20 09:13:17 -0800,Denver, 568819406207356928,negative,1.0,Late Flight,0.3486,United,,RickWasfy,,0,"@united will flight 5559 to YYC be providing free food when we are allowed back on board after the ""broken lightbulb""",,2015-02-20 09:08:09 -0800,Calgary, 568819285990215680,negative,1.0,Customer Service Issue,1.0,United,,mariel_soraya,,0,@united I was not looking for the fare to be returned on the companion flight. don't understand why an additional $200 fee was necessary.,,2015-02-20 09:07:40 -0800,,Eastern Time (US & Canada) 568819025733652481,positive,1.0,,,United,,TaylorWoot,,0,"@united thank you so much, that helps a ton. Whoever is on this Twitter acct today deserves a handshake and a hot chocoLate Flight. #problemsolvers",,2015-02-20 09:06:38 -0800,Easley SC,Eastern Time (US & Canada) 568818998445522944,neutral,0.6633,,,United,,rockstarbrands,,0,@united I left headphones in 2A on UA4689 from YHZ-EWR. It's a long shot to see them again. But worth a tweet anyway!,,2015-02-20 09:06:32 -0800,YHZ,Atlantic Time (Canada) 568818346042339328,neutral,1.0,,,United,,jcpowell1285,,0,@united 129 thousand fans of @JedediahBila are asking you to give her your utmost effort to get her a safe flight with her baggage soon!,,2015-02-20 09:03:56 -0800,, 568818335200223232,positive,0.6746,,0.0,United,,alexster4324,,0,@united can't wait!!! 787!!! @tpallini http://t.co/oDlall5eDH,,2015-02-20 09:03:53 -0800,, 568817985147654144,negative,0.7069,Can't Tell,0.3583,United,,AndyA3,,0,@united flight 5187 to be specific. The last two were probably 30 feet apart and within sight of each other,,2015-02-20 09:02:30 -0800,San Francisco,Pacific Time (US & Canada) 568817894030741504,positive,0.6641,,0.0,United,,redirsrm,,0,@united love being told you would issue a refund when you couldn't get us out of the way of a hurricane to have it denied,,2015-02-20 09:02:08 -0800,,Eastern Time (US & Canada) 568817637754593280,negative,1.0,Lost Luggage,1.0,United,,NorbertJaw,,0,@united Without baggage for 5 days and can't get an update from Houston airport since Monday. Worst service ever!,,2015-02-20 09:01:07 -0800,, 568817350864023552,negative,1.0,Can't Tell,0.6867,United,,AndyA3,,0,@united yes to three different checkers along the walk to the plane. Overkill,,2015-02-20 08:59:59 -0800,San Francisco,Pacific Time (US & Canada) 568815893641211905,negative,0.6598,Flight Booking Problems,0.6598,United,,karenharbert,,0,@united Bummer. Might have to go with @AmericanAir card instead. TY for response though.,,2015-02-20 08:54:11 -0800,"Columbia, MO",Eastern Time (US & Canada) 568815686446788608,neutral,0.6832,,0.0,United,,OliviaFett,,0,"“@united: @LRuns4Cupcakes Please DM details, we'd like to help if you need assistance. ^KP” @ClarkHoward #Another #Airlines #Issues","[30.15481071, -95.43911291]",2015-02-20 08:53:22 -0800,"Texas, duh! ", 568815660815519744,negative,1.0,Can't Tell,1.0,United,,riad_otoum,,0,@united or I'm sure her business will go else where for airline travel. Her name is Kathryn Sotelo,,2015-02-20 08:53:16 -0800,"Louisville, KY", 568815514702770176,neutral,1.0,,,United,,riad_otoum,,0,@united please arrange someone at the arriving gate of flight 5957 to Chicago for either a refund or first class upgrade,,2015-02-20 08:52:41 -0800,"Louisville, KY", 568815354388078593,negative,1.0,Lost Luggage,0.6606,United,,Frannyonthego,,0,"@united made to check in my carry on from Flight 1449 PBI to Newark. Plane luggage stow not full. U r costing me time, money & aggravation!",,2015-02-20 08:52:03 -0800,NYC, 568815310016548865,negative,0.6832,Customer Service Issue,0.6832,United,,riad_otoum,,0,@united I have no way to contact her while she is in flight. This does not work for me. Her father is about to pass and is heading to Denver,,2015-02-20 08:51:52 -0800,"Louisville, KY", 568815280903864321,negative,0.6652,Can't Tell,0.3348,United,,robthecameraman,,0,"@united we are on two more flights today, let's hope the kit does not get the same treatment!! http://t.co/Pd3nbAAkxH",,2015-02-20 08:51:45 -0800,Tetbury,London 568815263900180480,positive,1.0,,,United,,Gouwerijn,,0,@united thnx!,,2015-02-20 08:51:41 -0800,Alphen aan den Rijn,Amsterdam 568814123540221952,negative,1.0,Customer Service Issue,0.6317,United,,LifeofPL,,0,@united - please help regarding PNR A3ZZ0F. Why am I now waitlisted for a flight?,"[25.0776918, 55.13824067]",2015-02-20 08:47:09 -0800,, 568813570709782529,neutral,0.6915,,0.0,United,,_mhertz,,0,@united just emailed Jim Compton and Jeff Smisek so hopefully you pay attention now,,2015-02-20 08:44:57 -0800,,Pacific Time (US & Canada) 568813431962226688,negative,1.0,Can't Tell,1.0,United,,_mhertz,,0,@united I hope you have a solution or insurance to cover this issue,,2015-02-20 08:44:24 -0800,,Pacific Time (US & Canada) 568813356296982528,negative,1.0,Customer Service Issue,1.0,United,,_mhertz,,0,@united customer service has no solution and now we might miss a show because of them,,2015-02-20 08:44:06 -0800,,Pacific Time (US & Canada) 568813269906890753,negative,1.0,Late Flight,0.6716,United,,_mhertz,,0,@united deserves to go bankrupt. Just delayed an outbound flight with no info on the connecting flight that we're going to miss,,2015-02-20 08:43:46 -0800,,Pacific Time (US & Canada) 568812829324775428,negative,1.0,Late Flight,0.6404,United,,JBrazie,,0,@united FLT 3444 delayed because of maintenance - that's fixed but can't board because flight crew didn't stay in boarding area #fail,,2015-02-20 08:42:01 -0800,, 568812129308053504,negative,1.0,longlines,0.3575,United,,barry_croker,,0,@united not anymore. Finally was ticketed 5 min before takeoff. Not sure why the confusion with a full-fare GSA ticket.,,2015-02-20 08:39:14 -0800,Manassas VA, 568811854216105984,neutral,0.6403,,0.0,United,,karenharbert,,0,@united Do miles earned with Explorer card count toward lifetime miles?,,2015-02-20 08:38:08 -0800,"Columbia, MO",Eastern Time (US & Canada) 568810874204327936,negative,1.0,Lost Luggage,0.6915,United,,ParsnipButter,,0,"@united yes, but they still don't know where it is. I've been told it might be on a flight, but now no one can confirm it.",,2015-02-20 08:34:15 -0800,, 568810866830913536,neutral,0.6685,,0.0,United,,lifeisabeech8,,0,@united what do I do if something is missing from my checked baggage?,,2015-02-20 08:34:13 -0800,,Eastern Time (US & Canada) 568810700828741633,negative,1.0,Lost Luggage,1.0,United,,TaylorWoot,,0,"@United wind chill in Ithica -17 degrees, and for the trouble of losing my clothes they give me a t-shirt. I'll burn it for warmth. #united",,2015-02-20 08:33:33 -0800,Easley SC,Eastern Time (US & Canada) 568810539939459072,positive,0.6832,,0.0,United,,rdahlstrom99,,0,"@united Aw, thanks for the kind words. Totally makes these extra 6 hours sitting in an airport SOOOO much better.",,2015-02-20 08:32:55 -0800,"ÜT: 40.635407,-73.991869", 568810516740644864,neutral,0.6522,,0.0,United,,kamaro67,,0,@united Frontier is currently offering their weather exceptions for this weekend. When is United?,,2015-02-20 08:32:49 -0800,,Mountain Time (US & Canada) 568810180269494272,negative,1.0,Late Flight,1.0,United,,JedediahBila,,1,"@united I will be calling customer service. 2 delayed flights today now, luggage misplaced, a disaster across the board.",,2015-02-20 08:31:29 -0800,"New York City, baby",Eastern Time (US & Canada) 568809620019527680,negative,1.0,Late Flight,0.6781,United,,admiralkate,,0,"@united crew has been notified, passenger moved but water not fixed. Now on tarmac two hours",,2015-02-20 08:29:16 -0800,,Atlantic Time (Canada) 568809617087696897,negative,1.0,Customer Service Issue,1.0,United,,dlm_3,,0,@united that link is not helpful as it does not put me In touch with management,,2015-02-20 08:29:15 -0800,Global,Eastern Time (US & Canada) 568809558786899968,positive,1.0,,,United,,ticopilot,,0,"@united as u might imagine, this former pilot was particularly touched by the gesture. Please let the FO know #keepingtraditionsalive",,2015-02-20 08:29:01 -0800,"Washington, DC - USA",Eastern Time (US & Canada) 568808975828955136,negative,1.0,Customer Service Issue,0.6452,United,,a_a_ron_cbus,,0,"@united Delayed CMH to ORD. Ran to gate 1 min b4 connection -door closed no one around. Ignored by 1st agent, 2nd super rude. #thanksunited",,2015-02-20 08:26:42 -0800,, 568808470536962048,negative,0.6893,Can't Tell,0.3495,United,,ZachHonig,,0,"@united @upgrd I guess the Kit Kat looks tasty... not going near that ""sandwich.""","[0.0, 0.0]",2015-02-20 08:24:41 -0800,"New York, New York",Eastern Time (US & Canada) 568807928154558464,negative,1.0,Late Flight,0.6552,United,,MattFrederick00,,0,@united: Worse - headed to LaGuardia (delayed). Why is the tray table the size of a mouse pad and the overhead the size on my pocket?,,2015-02-20 08:22:32 -0800,, 568807894264578048,negative,1.0,Bad Flight,1.0,United,,globalnearshore,,0,@united now 1558 from IAH to EWR has broken entertainment system and no WiFi despite info on app: http://t.co/FY6f9rZB9k,,2015-02-20 08:22:24 -0800,"Off: NYC, Home: Hoboken, NJ",Eastern Time (US & Canada) 568807747661266945,negative,1.0,Customer Service Issue,1.0,United,,caitlingshaw,,0,@united your customer service is terrible,,2015-02-20 08:21:49 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 568807231396802560,neutral,1.0,,,United,,jbone3353,,0,@united done,,2015-02-20 08:19:46 -0800,,Pacific Time (US & Canada) 568806237804109825,negative,1.0,Can't Tell,0.3575,United,,riad_otoum,,0,@united please send help ASAP to @KathrynSotelo on flight 5957 to Chicago seat 9c #Airlines http://t.co/9sKrLyrZ1O,,2015-02-20 08:15:49 -0800,"Louisville, KY", 568806138973540352,negative,1.0,Customer Service Issue,0.6309,United,,techartistsorg,,0,"@united define ""appreciate"". I doubt the worst major airline in the USA acts on much feedback.",,2015-02-20 08:15:26 -0800,"Portland, OR",Central Time (US & Canada) 568806118660673536,negative,1.0,Can't Tell,0.3404,United,,katieclaytonn,,0,"@united yea, a refund. Your airline ruined our trip.",,2015-02-20 08:15:21 -0800,,Central Time (US & Canada) 568806035294695424,positive,0.6842,,,United,,MrsHeyGil,,0,@united just sent - thank you!,,2015-02-20 08:15:01 -0800,"Obersulzbach, Germany",Quito 568805751386288128,negative,1.0,Customer Service Issue,0.3441,United,,thejoemadison,,0,@united that's wonderful. unfortunately doesn't help on this 4 hr flight between to major U.S. cities. #disappointed,,2015-02-20 08:13:53 -0800,"Chicago, IL ",Central Time (US & Canada) 568805571647942656,negative,1.0,Late Flight,1.0,United,,caitlingshaw,,0,"@united thanks for delaying our flight for an hour, missing our connecting flight and terrible customer service. #neveragain #vacation",,2015-02-20 08:13:10 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 568805448696115200,negative,0.6559,Cancelled Flight,0.3333,United,,syncros,,0,"@united Got rebooked on AA. One question though, do you automatically refund the check baggage fees for flight that was Cancelled Flightled?",,2015-02-20 08:12:41 -0800,Toronto,Eastern Time (US & Canada) 568805444761681921,negative,0.6684,Customer Service Issue,0.6684,United,,josephpwilson,,0,@united It is all good -- your 1K team has been nothing short of amazing with everything.,,2015-02-20 08:12:40 -0800,"San Francisco, CA", 568804253151731712,negative,1.0,Bad Flight,1.0,United,,blastedgtl,,0,@united new flight has me at the window. Kind of ticked off. I pick aisle seats only because I hate window seats. #annoyed #EpicFail,,2015-02-20 08:07:56 -0800,,Quito 568804026789138433,positive,1.0,,,United,,jonatzzValdez,,0,@united good fly!! #United #businessFirst,"[29.98445184, -95.33224657]",2015-02-20 08:07:02 -0800,Mexico,Central Time (US & Canada) 568803679018491904,negative,0.6875,Late Flight,0.6875,United,,josephpwilson,,0,.@united Nope - had to rebook through Houston so I could get to Amarillo before 11pm. Stuck in SFO for four hours.,,2015-02-20 08:05:39 -0800,"San Francisco, CA", 568803598638796800,positive,1.0,,,United,,globalnearshore,,0,"@united thanks, i made it.",,2015-02-20 08:05:20 -0800,"Off: NYC, Home: Hoboken, NJ",Eastern Time (US & Canada) 568803260569690112,neutral,0.6565,,0.0,United,,dlm_3,,0,@united past,,2015-02-20 08:03:59 -0800,Global,Eastern Time (US & Canada) 568803231335387137,positive,1.0,,,United,,BlainPlanes,,0,@united Thanks! Just DMed HN.,,2015-02-20 08:03:52 -0800,Kalamazoo & Chicago, 568803218488033282,negative,1.0,Customer Service Issue,1.0,United,,Selcukatli,,0,@united is a money sucking airline with terrible terrible customer service,,2015-02-20 08:03:49 -0800,San Francisco,Eastern Time (US & Canada) 568803061361025024,negative,1.0,Customer Service Issue,0.3579,United,,MattFrederick00,,0,@united - are you aware your airbus fleet sucks? I'd rather fly a C-130 full of rubber dog shit.,,2015-02-20 08:03:12 -0800,, 568803013487276033,neutral,0.7026,,0.0,United,,ThePappaShacks,,0,@united Will you be issuing an exception policy for Denver for this weekend?,,2015-02-20 08:03:00 -0800,Denver, 568802906280845312,neutral,0.6856,,0.0,United,,jbone3353,,0,"@united I need a breakdown of what the ""international surcharge"" on my flights cover. Please help",,2015-02-20 08:02:35 -0800,,Pacific Time (US & Canada) 568802044309430272,negative,1.0,Customer Service Issue,0.3608,United,,MattRockman1,,0,@united https://t.co/jpd7NsGRT7. Fyi your staff are telling customers to try other carriers,,2015-02-20 07:59:09 -0800,,New Caledonia 568802013196242944,negative,1.0,Can't Tell,0.687,United,negative,katieclaytonn,Can't Tell,0,@united couldn't have possibly messed up our trip anymore than they did. Thanks for being such a terrible airline. #disappointed,,2015-02-20 07:59:02 -0800,,Central Time (US & Canada) 568801885567606784,negative,1.0,Bad Flight,1.0,United,,thejoemadison,,0,@united no wifi on #ua688 #SF to #Chicago? 2015. That's all. Ps: This tech intro video is a joke. #EpicFail,,2015-02-20 07:58:32 -0800,"Chicago, IL ",Central Time (US & Canada) 568801561377439744,neutral,1.0,,,United,,Easy_E_,,0,@united flight #1051 on 2/23. Thx,,2015-02-20 07:57:14 -0800,Tri State NY area...,Eastern Time (US & Canada) 568801535662166016,neutral,0.6596,,0.0,United,,tjny753,,0,@united Based on suggestions from other passengers I have a rental car on standby for 11:30. One way or another will be leaving then.,,2015-02-20 07:57:08 -0800,"Elmira, NY", 568801442770743296,negative,0.6591,Lost Luggage,0.6591,United,,JackieSken,,0,@united Thanks for the reply. The box is not mine and I'm not missing one. It was added to my bag ....,,2015-02-20 07:56:46 -0800,"Ottawa, ON",Eastern Time (US & Canada) 568801277984944128,negative,1.0,Bad Flight,0.708,United,,bmbhawk,,0,@united no wifi on flight ua688. SF to ORD. Really? Wow,,2015-02-20 07:56:07 -0800,, 568801276416401408,neutral,1.0,,,United,,ExterionMediaNI,,2,@united gives Belfast a #Hug with the new unmissable #BusHug format #impact #busads #thinkbus @BelfastAirport http://t.co/AvbdstJUJS,,2015-02-20 07:56:06 -0800,Northern Ireland,London 568800974632050688,negative,1.0,Can't Tell,0.6791,United,,SLrnS,,0,@united is the worst http://t.co/27aitZl6nd,,2015-02-20 07:54:54 -0800,"New York, NY", 568800389903962112,negative,1.0,Cancelled Flight,0.3467,United,,Azraellius,,0,@united haha and you have to clean a plane that was held overnight in a hangar. Sounds lovely. Also don't lie on screensand say it's weather,,2015-02-20 07:52:35 -0800,"Orlando, FL",Eastern Time (US & Canada) 568797966489690112,negative,1.0,Late Flight,0.6832,United,,Azraellius,,0,@united no because you will charge me or delay me further. United 1612 still waiting.,,2015-02-20 07:42:57 -0800,"Orlando, FL",Eastern Time (US & Canada) 568797800743313408,neutral,1.0,,,United,,derwiki,,0,"@united @Adam_Karren @zj76 how did you save the $200 on checked snowboard? Trying to check in this morning, website wants $200! (prem.gold)",,2015-02-20 07:42:18 -0800,san francisco, 568797413529538562,neutral,0.6582,,0.0,United,,MrsHeyGil,,0,"@united traveling from FRA thru IAD to MCO tomorrow, concerned abt IAD weather. Can't change until advisory issued? Any advice?",,2015-02-20 07:40:45 -0800,"Obersulzbach, Germany",Quito 568797401772892161,negative,1.0,Flight Attendant Complaints,0.3474,United,,sbellfi4,,0,@united I did and then she made me feel guilty because it was economy plus and I didn't pay for the extra leg room,,2015-02-20 07:40:42 -0800,"Ottawa, ON",Eastern Time (US & Canada) 568796113081376768,negative,0.6297,Cancelled Flight,0.6297,United,,blastedgtl,,0,@united my flight Cancelled Flightled new flight 5012 hopefully will not.,,2015-02-20 07:35:35 -0800,,Quito 568795875612463104,negative,1.0,Cancelled Flight,1.0,United,,blastedgtl,,0,@united #4781 Cancelled Flightled. #5102newflight I will be upset if this one Cancelled Flights too. I could have rented a car if they would have been honest.,,2015-02-20 07:34:39 -0800,,Quito 568795791445209088,positive,1.0,,,United,,LuxuryFred,,0,@united enjoyed #heathrow lounge so much i almost missed my @airnzusa flight!,,2015-02-20 07:34:19 -0800,In First Class,Arizona 568795451341856768,positive,0.6711,,,United,,Easy_E_,,0,"@united Hi, flight 1051. If I try and book a new one way, flight departure shows up as 3:55pm which seems accurate.",,2015-02-20 07:32:57 -0800,Tri State NY area...,Eastern Time (US & Canada) 568795018816675841,negative,1.0,Late Flight,0.6614,United,,Azraellius,,0,@united Stuck in. ORD because United can't find their airplane. Lol. #upset terminal right now.,,2015-02-20 07:31:14 -0800,"Orlando, FL",Eastern Time (US & Canada) 568793902267936769,neutral,1.0,,,United,,Sinatra1979,,0,@united Who can I contact about requesting a charity donation? #ThankYou,,2015-02-20 07:26:48 -0800,Ohio (by way of Nebraska),Eastern Time (US & Canada) 568793432900177920,negative,1.0,Flight Attendant Complaints,0.3503,United,,tjny753,,0,@united WTH be honest with your customers. This better be the last change or we are driving home. Has our plane left or not!,,2015-02-20 07:24:56 -0800,"Elmira, NY", 568793043664560128,negative,1.0,Flight Booking Problems,0.6733,United,,Amybabic,,0,@united 2nd time in a row I've been over charged by 100's of $$ on my plane ticket WHY? #united I shouldn't have to check my CC everytime,,2015-02-20 07:23:23 -0800,"New York, Ny", 568790336954175488,neutral,0.6204,,0.0,United,,dlm_3,,0,@united I need a customer service manager to contact me please,,2015-02-20 07:12:38 -0800,Global,Eastern Time (US & Canada) 568789500727570432,negative,1.0,Late Flight,0.344,United,,tjny753,,0,@united Is flight 5001 really going to leave Newark today? If not tell us now and I will rent a car. I do not want to end up stranded.,,2015-02-20 07:09:19 -0800,"Elmira, NY", 568788947859607552,negative,1.0,Can't Tell,0.7042,United,,JeremyHuts,,0,.@united thanks for the reply. I saw that but it's not particularly helpful to a hungry vegetarian not flying those specific flights. SHRUG.,,2015-02-20 07:07:07 -0800,"Boston, MA",Central Time (US & Canada) 568788152955092992,negative,1.0,Customer Service Issue,0.6804,United,,dnr_pr,,0,@united so funny that my boarding pass said PRIORITY a because clearly I am not a priority to this airline,,2015-02-20 07:03:57 -0800,NYC,Eastern Time (US & Canada) 568787999036583936,negative,1.0,Customer Service Issue,0.6667,United,,dnr_pr,,0,@united I'm sure you will offer me nothing for the inconvenience you have put me through TWICE this month. Tweets don't cut it,,2015-02-20 07:03:21 -0800,NYC,Eastern Time (US & Canada) 568787202341081088,negative,1.0,Late Flight,0.6754,United,,Eileen429,,0,@united or you'll Cancelled Flight my flight like you just did,"[37.62025528, -122.38832698]",2015-02-20 07:00:11 -0800,"Red Bank, NJ",Central Time (US & Canada) 568787022472740864,negative,1.0,Can't Tell,1.0,United,,dnr_pr,,0,@united screwing me over twice in one month. Learned my lesson. We are through.,,2015-02-20 06:59:28 -0800,NYC,Eastern Time (US & Canada) 568786817404817408,negative,1.0,Lost Luggage,1.0,United,,dnr_pr,,0,@united what's the point of offering a free checked bag of you lose it?,,2015-02-20 06:58:39 -0800,NYC,Eastern Time (US & Canada) 568786811381616641,neutral,0.6508,,,United,,bakedstove,,0,"@united Will do, cheers",,2015-02-20 06:58:38 -0800,"Boston, Massachusetts",Eastern Time (US & Canada) 568786745715757056,positive,1.0,,,United,,georgev27,,0,@united Please send me the link/email to formally compliment Irene in SLC on some of the best customer service ever. #PaxEx,,2015-02-20 06:58:22 -0800,"Lehigh Valley, PA", 568786206932250624,positive,1.0,,,United,,Gouwerijn,,0,@united thnx ^LO :-),,2015-02-20 06:56:13 -0800,Alphen aan den Rijn,Amsterdam 568786035053760512,neutral,0.6544,,,United,,lskingdavis,,0,"@united yes. Houston Int'l, Bush.",,2015-02-20 06:55:32 -0800,, 568784261064622080,neutral,1.0,,,United,,Easy_E_,,0,@united Hi. My 2/23 flight from CUN-EWR shows a departure of 2:55pm on my United app. Can you confirm? Doesn't look correct. Thanks.,,2015-02-20 06:48:29 -0800,Tri State NY area...,Eastern Time (US & Canada) 568782924302065665,negative,1.0,Cancelled Flight,1.0,United,,tennesseejc,,0,"@united flight from vegas to houston Cancelled Flighted this morning ""due to operation"" what does this mean!???? Thank god I woke up early today!",,2015-02-20 06:43:11 -0800,"las vegas/nashville, TN",Central Time (US & Canada) 568782405965713408,neutral,0.355,,0.0,United,,KristinMcNeil,,0,@united Will do! Thanks!,,2015-02-20 06:41:07 -0800,"Minnesota, USA",Central Time (US & Canada) 568781213651087361,negative,1.0,Flight Attendant Complaints,1.0,United,,CristineKao,,0,@united education of that staff is needed - he also turned away other first class cabin passengers with mileage plus.,,2015-02-20 06:36:23 -0800,"Chicago, IL", 568780030538420225,negative,0.6976,Lost Luggage,0.6976,United,,JackieSken,,0,@united Item (not mine) mysteriously ended up in my checked bag after a #EWR to #YOW flight. Missing a black box? http://t.co/SJQEmDtQmA,,2015-02-20 06:31:41 -0800,"Ottawa, ON",Eastern Time (US & Canada) 568779794902614016,negative,1.0,Cancelled Flight,1.0,United,,blastedgtl,,0,@united My guess:flight is going to be Cancelled Flightled because there are 16 empty seats and those who confirmed are not important. #frustrated,,2015-02-20 06:30:45 -0800,,Quito 568778986567933952,negative,1.0,Customer Service Issue,0.3583,United,,cleskowitz,,0,"@united instead of making seats smaller/thinner so u can jam more people on a flight,u should concentrate on maint & happy customers",,2015-02-20 06:27:32 -0800,Phila. PA,Eastern Time (US & Canada) 568778028773347329,negative,1.0,Customer Service Issue,0.6923,United,,jefftang1975,,0,@united I need assistance with pulling your agents' heads out of their asses,,2015-02-20 06:23:44 -0800,,Pacific Time (US & Canada) 568775278505414656,negative,1.0,Late Flight,0.6598,United,,RobTrongone,,0,"@united gates were DEFINITELY NOT FULL. We were parked and wheels were chocked. Customer service called it an ""UNMET ARRIVAL""!!","[40.62387603, -74.30164717]",2015-02-20 06:12:48 -0800,New Jersey, 568774320773849088,negative,0.6871,Customer Service Issue,0.6871,United,,UnitedAppeals,,1,@united @abigailedge Another glitch??,,2015-02-20 06:09:00 -0800,"London, UK", 568773648724525056,positive,1.0,,,United,,lskingdavis,,0,@united in spite of flight delay great customer service provided by Janet and baggage employee Karen. You have 2 wonderful employees United.,,2015-02-20 06:06:19 -0800,, 568771089372979200,negative,1.0,Late Flight,1.0,United,,blastedgtl,,1,@united I really have a hard time believing that 4 planes in this terminal are all delayed for mechanical issues. #whatgives #dullessucks,,2015-02-20 05:56:09 -0800,,Quito 568771007529398272,neutral,1.0,,,United,,AlMehairiAUH,,0,@United to start 3xdaily @EmbraerSA #ERJ145 flights from #Chicago @fly2ohare to #Evansville on 4JUN #avgeek,,2015-02-20 05:55:50 -0800,Abu Dhabi,Abu Dhabi 568770352635121664,negative,1.0,Late Flight,0.6675,United,,globalnearshore,,0,"@United flight 4465 almost half an hour at the Tarmac ""waiting for papers""... Cannot miss my connection at IAH !",,2015-02-20 05:53:13 -0800,"Off: NYC, Home: Hoboken, NJ",Eastern Time (US & Canada) 568769786890424320,negative,1.0,Flight Attendant Complaints,0.7021,United,,jefftang1975,,0,@united worst airline ever. Thanks for the slew of rude agents and staff making my delayed flights even worse.,,2015-02-20 05:50:59 -0800,,Pacific Time (US & Canada) 568768952366575618,negative,1.0,Can't Tell,0.6727,United,,jbeddigs,,0,@united no chance in hell. I'd rather walk. Worst airline ever.,,2015-02-20 05:47:40 -0800,"Chicago, IL", 568767621186912256,negative,1.0,Customer Service Issue,0.6586,United,,mforrest28,,0,@United is the worst major US airline. More proof: they're boarding the plane with the outside galley door open in 0 degree weather. Wtf?,,2015-02-20 05:42:22 -0800,NYC. Sports.,Atlantic Time (Canada) 568767144407789569,neutral,1.0,,,United,,Gouwerijn,,0,@united [checked in + boardingpass w/no checkin bagage] guess i'm all set. :-),,2015-02-20 05:40:29 -0800,Alphen aan den Rijn,Amsterdam 568761425029668864,positive,0.6522,,,United,,cynthianatalie,,0,@united always makes our cross country flights rad. @hemispheresmag here's baby flier Charlotte! #8thtime5MonthsOld http://t.co/kCqnwIXUCm,,2015-02-20 05:17:45 -0800,Los Angeles/Charlotte,Quito 568760341921959936,negative,1.0,Bad Flight,0.3617,United,,iampaz,,0,"@united Too Late Flight, damage has been done. Easily the worst airline experience of my life. Missed two connecting flights & days of work. #UA49",,2015-02-20 05:13:27 -0800,FUCK CANCER,Central Time (US & Canada) 568760315569053696,negative,1.0,longlines,0.6677,United,,CeC,,0,@united don't know if you are aware that ALL of your premier access lines are closed in your terminal. I feel the love.,,2015-02-20 05:13:20 -0800,Naperville,Paris 568758807418896385,positive,0.6576,,,United,,desiree_d_h,,0,@united #FirstClass to #London on my way to #LondonFashionWeek #LFW15 👠🇬🇧👠🇬🇧👠🇬🇧,,2015-02-20 05:07:21 -0800,houston paris nyc ,Central Time (US & Canada) 568757933502148608,negative,1.0,Flight Booking Problems,0.6552,United,,scottfosteresq,,0,@united disappointed to learn you are now charging $200 to use 20k miles for upgrades on PS JFK flights. Will be looking at alternatives.,,2015-02-20 05:03:53 -0800,New York, 568757166674460672,neutral,0.6709,,,United,,G4gey,,0,@united just kidding with you I'll send you my stuff now. Thanks,,2015-02-20 05:00:50 -0800,"Charlottesville, VA",London 568756110456270849,negative,1.0,Cancelled Flight,1.0,United,,JuniorOgieBLC,,0,@united @FAANews unacceptable practice to leave Cancelled Flighted flight passengers to sleep on cement with no pillows #UA1724 http://t.co/nDTLJ15ZpU,,2015-02-20 04:56:38 -0800,Seattle, 568755759670022147,negative,0.6734,Flight Attendant Complaints,0.3573,United,,meredithstille,,0,@united can u get the crew member that we are waiting on? We were told 40 minutes ago they landed here and they are still not to our gate.,,2015-02-20 04:55:14 -0800,New Jersey,Eastern Time (US & Canada) 568755688442191872,negative,1.0,Late Flight,1.0,United,,nancy_g3,,0,@united Flight 6212...massive fail! They delaying to transport a crew member causing many to miss connections! Unreal!,,2015-02-20 04:54:57 -0800,"New York, NY",Eastern Time (US & Canada) 568752875205238784,negative,1.0,Customer Service Issue,1.0,United,,Gadgetakis,,0,@united I had the worst customer experience at Houston intl airport... Your ground support even for @staralliance members is a nightmare,,2015-02-20 04:43:47 -0800,"38.04591,23.769275",Athens 568751950935691265,neutral,0.6796,,0.0,United,,c_hughes_88,,0,@united tremendous. What would you recommend?,,2015-02-20 04:40:06 -0800,"Orlando, FL",Eastern Time (US & Canada) 568751415390285824,negative,0.6742,Late Flight,0.6742,United,,G4gey,,0,@united can you help me with a delayed flight as im going to miss my connection?,,2015-02-20 04:37:58 -0800,"Charlottesville, VA",London 568747605653643264,negative,1.0,Late Flight,1.0,United,,meredithstille,,0,"@united I'm counting on you, please don't let me down! #delayed #again #needtocatchmynextflight #alreadyrebookedonce",,2015-02-20 04:22:50 -0800,New Jersey,Eastern Time (US & Canada) 568740200479793153,negative,1.0,Lost Luggage,1.0,United,,ParsnipButter,,0,@United why is it so impossible to actually get a passenger AND their luggage to their final destination?,,2015-02-20 03:53:25 -0800,, 568738229274464256,positive,0.6741,,,United,,ticopilot,,0,@united -huge kudos to the FO of Sunday's flt #1623 sjo-iad. Handed my daughter her first pair of wings! Keeping traditions alive.,,2015-02-20 03:45:35 -0800,"Washington, DC - USA",Eastern Time (US & Canada) 568736451237707776,positive,1.0,,,United,,jakepoznak,,0,@united awesome new plane flight 1701,,2015-02-20 03:38:31 -0800,,Eastern Time (US & Canada) 568735994838589441,negative,1.0,Late Flight,1.0,United,,tjhazzard,,0,@united #flightdelay on an early craft arrival because pilot is stuck in traffic #fail #nocustomerservice #nocompensation,,2015-02-20 03:36:42 -0800,"santa barbara, CA",Pacific Time (US & Canada) 568731988082999296,negative,1.0,Can't Tell,1.0,United,,fatihguvenen,,0,"@united oh united, how much I despise thee!",,2015-02-20 03:20:47 -0800,minneapolis,Central Time (US & Canada) 568731785019990017,neutral,0.6875,,0.0,United,,meredithstille,,0,@united lets see of we can do this today! Hoping for an on-time dept #dullestostatecollege #runningonthreehoursofsleep #delayedovernight,,2015-02-20 03:19:58 -0800,New Jersey,Eastern Time (US & Canada) 568731155303956480,positive,1.0,,,United,,garycirlin,,0,"@united flt 912. Capt Herman is amazing! Came out before flight to play ""ask the captain anything."" Wonderful ambassador to the airline!!",,2015-02-20 03:17:28 -0800,NY, 568726628639100928,negative,1.0,Customer Service Issue,0.6477,United,,Corey5Alexander,,0,@united your airline is the biggest joke of an operation in the world.,,2015-02-20 02:59:29 -0800,New York,Eastern Time (US & Canada) 568725453831315456,negative,1.0,Lost Luggage,1.0,United,,dstamberg,,0,@united what is going on with baggage claim in Newark!#tiredandwanttogohome,,2015-02-20 02:54:49 -0800,, 568723674934722560,negative,1.0,Flight Attendant Complaints,0.6701,United,,CristineKao,,0,@united usually your lounge staff are fantastic! Except today in MCO where almost denied entry to lounge even though traveling united-first,,2015-02-20 02:47:45 -0800,"Chicago, IL", 568722339833126912,negative,1.0,Late Flight,0.6733,United,,DT_Les,,1,"@united 2.5 hour delay, misplaced bag, poor communication, and the worse: unsympathetic, confrontational gate agent. Not cool!!!",,2015-02-20 02:42:26 -0800,, 568720333634609153,negative,1.0,Customer Service Issue,1.0,United,,LukaszZgiep,,0,@united Why don't you respond to my e-mails of facebook msg?! I'm still wating for my tickets!! I'm getting really angry and disappointed!,,2015-02-20 02:34:28 -0800,"Warsaw, Berlin, Kiev ", 568716618794209280,negative,1.0,Can't Tell,0.6722,United,,pongchmp,,0,@united then send your Jeff Smisek on a trip with JetBlue or SW and make sure he takes notes. I would never choose to fly United again.,,2015-02-20 02:19:42 -0800,,Eastern Time (US & Canada) 568716388866629632,negative,1.0,Flight Attendant Complaints,1.0,United,,SuzannaPDX,,0,@united So disappointed in the service and the level of staff communication. Such a bummer.,,2015-02-20 02:18:48 -0800,"Portland, OR", 568716027577696256,neutral,0.6633,,,United,,greekcelt,,0,@United pre-dawn flight to #miami from #EWR. Annual #SOBEWFF trip. Now.,,2015-02-20 02:17:21 -0800,New York,Eastern Time (US & Canada) 568716015338717184,negative,0.6515,Customer Service Issue,0.6515,United,,jasecam,,1,"Thanks @united, great news that u won't refund tickets due to a bad exchange rate. I knew u would come to your senses @gg8929 @UnitedAppeals",,2015-02-20 02:17:18 -0800,London via Adelaide, 568715107892641792,positive,1.0,,,United,,NoviceFlyer,,0,@united Thank you for a wonderful global first class flight on your 777 to FRA. Great service. (cont) http://t.co/46n9kDcsxU,,2015-02-20 02:13:42 -0800,"Tulsa, OK",Central Time (US & Canada) 568710194575872001,neutral,1.0,,,United,,Matt_W_Scott,,0,"@united got it, look forward to hearing from you soon",,2015-02-20 01:54:11 -0800,,Amsterdam 568706817980796928,negative,0.6889,Late Flight,0.3465,United,,Matt_W_Scott,,0,@united how are you going to rectify this? Please direct me to your complaints department #stickingToDelta,,2015-02-20 01:40:46 -0800,,Amsterdam 568702964623216643,positive,1.0,,,United,,dan_roam,,0,"Thank you United! “@united: @dan_roam That's a beautiful place to stay a day longer. Have you been re-booked? If not, let me know. ^MN”",,2015-02-20 01:25:27 -0800,, 568701051903336448,negative,1.0,Flight Attendant Complaints,1.0,United,,Matt_W_Scott,,0,"@united to top it all off, your flight attendants talked loudly throug the flight, even when the lights were dimmed. Resulting in no sleep",,2015-02-20 01:17:51 -0800,,Amsterdam 568699390962958336,negative,1.0,Customer Service Issue,0.6912,United,,JerikaPhelps,,0,"@united it seems like no one from United can help me. Lots of fingers pointed, zero people stepping up. At least the gate has Oreos",,2015-02-20 01:11:15 -0800,, 568696518665998336,negative,1.0,Customer Service Issue,0.6808,United,,newyorkwool,,0,@united they have access to the dial that makes it faster do they?,,2015-02-20 00:59:50 -0800,Birkenhead upon Hudson,Eastern Time (US & Canada) 568695647202717696,neutral,0.3466,,0.0,United,,jnostrant,,0,@united I'll be impressed if I actually get a response! 😜,"[37.78194753, -122.43412918]",2015-02-20 00:56:22 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568694278890901504,neutral,0.7069,,0.0,United,,kathryn217628,,0,@united hi I left my asus tablet on flight to Heathrow from Newark on 16th feb and wondered how long it takes for someone to check if found?,,2015-02-20 00:50:56 -0800,, 568693355183538177,negative,1.0,Late Flight,1.0,United,,Matt_W_Scott,,0,"@united 1hr delay at the start, huge queues at security, no representative to meet us, rude staff at baggage reclaim #inefficient",,2015-02-20 00:47:16 -0800,,Amsterdam 568690023513526272,negative,1.0,Flight Attendant Complaints,1.0,United,,Chungy0216,,0,@united has the worst flight attendants. They are like those angry and drunk aunts that we all have. Everything has to be an argument.,,2015-02-20 00:34:02 -0800,Bellevue Washington,Arizona 568678201590996992,negative,1.0,Cancelled Flight,1.0,United,,urno12,,0,@united its in black and white. EU law and all that €600 for a Cancelled Flightled flight. I want my money,,2015-02-19 23:47:03 -0800,bonkers in Yonkers,New Delhi 568677786329735168,negative,1.0,Customer Service Issue,1.0,United,,urno12,,0,@united accordingly? U dont respond at all,,2015-02-19 23:45:24 -0800,bonkers in Yonkers,New Delhi 568677633682214912,negative,1.0,Customer Service Issue,1.0,United,,urno12,,0,"@united ""the extra care airline"". #unitedairlines they don't care. Trust me. There #customerservice is non existent. They don't have 1",,2015-02-19 23:44:48 -0800,bonkers in Yonkers,New Delhi 568677317590937600,negative,1.0,Late Flight,0.6808,United,,DT_Les,,0,"@united Another unfortunate case of bad luck, usually maintenance issue. They are now swapping planes to ONT, will get in Late Flight. :(",,2015-02-19 23:43:32 -0800,, 568677207062609920,negative,1.0,Customer Service Issue,1.0,United,,JerikaPhelps,,0,@united it's a shame the great customer service wasn't continued in SFO. Slightly absurd,"[37.62068265, -122.38816957]",2015-02-19 23:43:06 -0800,, 568676876866224128,negative,1.0,Customer Service Issue,1.0,United,,urno12,,0,@united #onlyinAmerica. 18 days and not a word from #unitedairlines #customerservices. Bad PR guys.,,2015-02-19 23:41:47 -0800,bonkers in Yonkers,New Delhi 568676407729131520,negative,1.0,Customer Service Issue,1.0,United,,urno12,,0,"@united still awaiting a reply from ur customer services? 18 days, no response? Lousy #unitedairlines",,2015-02-19 23:39:55 -0800,bonkers in Yonkers,New Delhi 568675083314552832,positive,1.0,,,United,,Kimberlinho,,0,@united alright thank you. Much appreciated.,,2015-02-19 23:34:39 -0800,, 568673332184240129,negative,1.0,Late Flight,0.3341,United,,Kimberlinho,,0,@united has happened on other airlines and they've given out flight vouchers and been more transparent about the problems.,,2015-02-19 23:27:42 -0800,, 568672467889176577,negative,0.6882,Customer Service Issue,0.3548,United,,Kimberlinho,,0,"@united thanks, I'm booked. Just spent an extra 7 hrs in the TEN w/ no explanation. Now flying middle seat to CHAR instead of Memphis.",,2015-02-19 23:24:16 -0800,, 568672436977168385,negative,1.0,Lost Luggage,0.3616,United,,juanbl,,0,"@united agent Rick Clifton in SEA-HOU , told him my father is dying and needed to get my handbag on the cabin. he did nothing #shameful",,2015-02-19 23:24:09 -0800,"Seattle, WA",Pacific Time (US & Canada) 568671211430891520,neutral,1.0,,,United,,kamaro67,,0,@united Any chance you are allowing reFlight Booking Problems yet for travel out of Denver this weekend due to impending storm?,,2015-02-19 23:19:16 -0800,,Mountain Time (US & Canada) 568670928407625729,negative,1.0,Can't Tell,0.6684,United,,JenniferWalshPR,,0,we all watched as the crew was escorted from the back to 1st class. Prebooked? Really? @united: @JenniferWalshPR Your dissatisfaction is und,,2015-02-19 23:18:09 -0800,Houston,Central Time (US & Canada) 568669880922165248,positive,1.0,,,United,,bren8oh8,,0,"@united Thanks Yup I'm all set. It happens. SLC ground staff were prompt, helpful and courteous.","[40.7868699, -111.9790833]",2015-02-19 23:13:59 -0800,SoCal is where my mind stays, 568668364144398336,negative,1.0,Flight Booking Problems,0.3404,United,,JenniferWalshPR,,0,"There were plenty of empty seats in coach ""@united: Your dissatisfaction is understood. Crew members traveling for duty are pre-booked on f""",,2015-02-19 23:07:58 -0800,Houston,Central Time (US & Canada) 568667108252319744,negative,0.6777,Can't Tell,0.6777,United,,jozecuervo,,0,"@united all good, didn't die or anything. As they say ""you get what you pay for""!",,2015-02-19 23:02:58 -0800,"San Francisco, Ca",Pacific Time (US & Canada) 568663431433187328,positive,1.0,,,United,,AMMBoman,,0,@united thank you so much. How will you be able to contact me?,,2015-02-19 22:48:21 -0800,Kaizen 改善,Arizona 568662835829415936,positive,0.6608,,,United,,nrihssn,,0,@united maybe on my return trip 👍,,2015-02-19 22:45:59 -0800,NJ,Eastern Time (US & Canada) 568662525530628096,negative,1.0,Flight Attendant Complaints,0.6262,United,,ukposa,,0,"@united your staff at LaGuardia and Lagos, Nigeria were unprofessional, uncaring and not helpful. Ou",,2015-02-19 22:44:45 -0800,Yonkers NY,Greenland 568659661861175297,positive,1.0,,,United,,sigilgoat,,0,"@united i got it at the gate, thanks for checking!",,2015-02-19 22:33:23 -0800,fuckin portland ass oregon,Eastern Time (US & Canada) 568657247896788992,negative,1.0,Late Flight,1.0,United,,Mosborne13,,0,@united U kept passengers waiting all night 4 a plane that was being put out of service. Leaving everyone stranded for night. #inexcusable,,2015-02-19 22:23:47 -0800,,Central Time (US & Canada) 568656888935481344,positive,0.6452,,0.0,United,,JenniferWalshPR,,0,@united I especially like how you upgraded three of your crew members to first class instead of passengers. #keepitclassy #customerservice,,2015-02-19 22:22:22 -0800,Houston,Central Time (US & Canada) 568656758027063296,neutral,0.6383,,,United,,AMMBoman,,0,@united hello. I got off a flight a few months ago and constantly think about your peanuts. Is there anyway you could send me some?,,2015-02-19 22:21:50 -0800,Kaizen 改善,Arizona 568656507480481792,negative,1.0,Bad Flight,0.3507,United,,RobTrongone,,0,@united Flt 359 lax to EWR. Your pilot bragged about getting to EWR early only to wait 20 min for a jetway driver. Thanks United!,"[40.69758992, -74.25047478]",2015-02-19 22:20:51 -0800,New Jersey, 568656014481846272,negative,1.0,Customer Service Issue,0.6517,United,,taylorjfisher,,0,@united I am so happy I found my phone because this is easily the worst system I have ever heard of,,2015-02-19 22:18:53 -0800,"San Francisco, CA",Alaska 568655789247762432,negative,1.0,Late Flight,1.0,United,,JenniferWalshPR,,0,Really? 9+hours???? @united: @JenniferWalshPR We don't like delays and do all we can to avoid them. We'll have you on your way ASAP,,2015-02-19 22:17:59 -0800,Houston,Central Time (US & Canada) 568654569976123392,negative,1.0,Customer Service Issue,0.6547,United,,RobBogart,,0,@united @RobBogart After I waited hours in the airport being told one fib after the other. Why can't UAL be honest with its customers?,,2015-02-19 22:13:09 -0800,DC/SF/BFLO, 568654556634021890,neutral,1.0,,,United,,Madisonnnicole3,,0,@united round trip*,,2015-02-19 22:13:06 -0800,, 568654382620782592,negative,1.0,Lost Luggage,1.0,United,,wit_knee_jones,,0,"@united well. As of yet, our checked bag has already vanished and we haven't left the airport yet.",,2015-02-19 22:12:24 -0800,Chicago,Central Time (US & Canada) 568654300802473985,neutral,0.6267,,,United,,bren8oh8,,0,@united thanks. Not tonight it would seem. http://t.co/WNdcEO5QlK,"[40.7697595, -111.974937]",2015-02-19 22:12:05 -0800,SoCal is where my mind stays, 568654208674586624,negative,1.0,Can't Tell,0.6705,United,,Madisonnnicole3,,0,@united a rapid trip plane ticket from Idaho to California that doesn't have problems would be wonderful,,2015-02-19 22:11:43 -0800,, 568652355346022400,negative,0.5918,Customer Service Issue,0.5918,United,,theAdamW,,0,@United agent did help me. My point: there's a problem & I don't want it to mess up somebody else's plans. Can u flow this to tech team pls?,,2015-02-19 22:04:21 -0800,"Los Angeles, California",Pacific Time (US & Canada) 568651726858747904,negative,1.0,Late Flight,0.698,United,,AnnabelleBlume,,0,.@united being delayed 3 hours for a one hour flight is more than frustrating. I'm also unable to get a decent meal at this hour.Never again,,2015-02-19 22:01:51 -0800,"Los Angeles, CA", 568650724399321088,positive,1.0,,,United,,markemanuelli,,0,"@united please do! She went above and beyond what she had to do, she made us her number one priority!",,2015-02-19 21:57:52 -0800,,Eastern Time (US & Canada) 568650439639437313,positive,1.0,,,United,,Random55Dude,,0,@united you guys are awesome! Thanks!,,2015-02-19 21:56:44 -0800,, 568650000227565568,positive,0.6832,,,United,,Gouwerijn,,0,@united thnx,,2015-02-19 21:54:59 -0800,Alphen aan den Rijn,Amsterdam 568649837610037248,negative,0.6635,Can't Tell,0.6635,United,,theAdamW,,0,@united I think we both have the same status (nothing). I think there was a bug in your search system.,,2015-02-19 21:54:20 -0800,"Los Angeles, California",Pacific Time (US & Canada) 568649643187310593,positive,1.0,,,United,,JerikaPhelps,,0,@united Anna Palm Springs gate 19 deserves a medal! Handled 30 ppl missing flights like a pro!,"[33.82063563, -116.50768141]",2015-02-19 21:53:34 -0800,, 568648940033343488,negative,1.0,Cancelled Flight,1.0,United,,Mosborne13,,0,@united I would appreciate an answer on why we weren't alerted flight had been Cancelled Flighted until plane landed. #showsomerespect,,2015-02-19 21:50:46 -0800,,Central Time (US & Canada) 568648917551697920,negative,1.0,Late Flight,1.0,United,,DominikDesbois,,0,@united WTF!?!? Delay after delay. 15 hours YVR to SAN? Unacceptable. Flight Crew Availability is to blame? NEVER AGAIN with @united,,2015-02-19 21:50:41 -0800,"Vancouver, BC", 568648390738706432,negative,0.6481,Lost Luggage,0.6481,United,,taylorjfisher,,0,@united I think I left my phone on my flight. Help!,,2015-02-19 21:48:35 -0800,"San Francisco, CA",Alaska 568647206695120896,positive,1.0,,,United,,clkc86,,0,@united Great customer service again. Thanks!,,2015-02-19 21:43:53 -0800,, 568646083162836992,positive,1.0,,,United,,owenmcstravick,,0,"@united thanks, that would be awesome.",,2015-02-19 21:39:25 -0800,UK,London 568645962425446401,negative,1.0,Customer Service Issue,0.6809,United,,SBondyNYDN,,0,"@united hey, left my computer bag, w/computer inside, in United, filed online report, no response",,2015-02-19 21:38:57 -0800,,Eastern Time (US & Canada) 568645576008400896,negative,0.7067,Bad Flight,0.7067,United,,neilaruggiero,,0,@united they were empty upon takeoff. Why can't someone sit there?,,2015-02-19 21:37:24 -0800,, 568644260129419264,negative,1.0,Customer Service Issue,1.0,United,,jnostrant,,0,"@united here is my case id 8473573. Requested on 2/5, now it's 2/19... 7-10 days I'll get a response, BS!","[37.78508121, -122.41114577]",2015-02-19 21:32:11 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568643928720850944,positive,0.6681,,0.0,United,,Tamarabrams,,0,@united nawww. United is my fave airline.,,2015-02-19 21:30:52 -0800,Arlington Virginia,Eastern Time (US & Canada) 568640713635676160,negative,0.6566,Lost Luggage,0.6566,United,,Ro_S,,0,@united - Thanks. Formed submitted. I'm not betting someone would be honest enough to turn it in though...,,2015-02-19 21:18:05 -0800,IL,Central Time (US & Canada) 568640385117003776,neutral,0.6735,,0.0,United,,Sweet_Curly,,0,"@united I have a LH return business ticket from Den to Fra.If I fly domestic with you,bag can be checked through to Fra,no need to claim?",,2015-02-19 21:16:47 -0800,,Berlin 568639679496454144,neutral,1.0,,,United,,theAdamW,,0,"@united Also, a United phone representative just asked me for my web password. Is that normal?",,2015-02-19 21:13:59 -0800,"Los Angeles, California",Pacific Time (US & Canada) 568639359127150592,negative,0.6937,Flight Booking Problems,0.6937,United,,MrJADMIX,,0,"@united €202.88 is the difference between the booked flights, do you want screen shots?",,2015-02-19 21:12:42 -0800,, 568639242483556352,neutral,0.6804,,0.0,United,,stephaniefoos,,0,@united what is your plan to reduce delays?,"[40.71288929, -74.16612474]",2015-02-19 21:12:14 -0800,"Boston, MA",Alaska 568639207846989824,neutral,0.6175,,0.0,United,,theAdamW,,0,@united I'm searching for flights to redeem with miles and getting different search results with 2 user accounts. Any reason why?,,2015-02-19 21:12:06 -0800,"Los Angeles, California",Pacific Time (US & Canada) 568637541513089024,negative,0.922,Customer Service Issue,0.4513,United,negative,Mosborne13,"Cancelled Flight Customer Service Issue",0,"@united rebooked 24 hours after original flight, to say your handling of situation was bad would be an understatement.",,2015-02-19 21:05:29 -0800,,Central Time (US & Canada) 568635531900243968,negative,1.0,Flight Attendant Complaints,0.6609999999999999,United,,dmb41shows,,0,@united I would like a supervisor to talk to. Now we are waiting for a flight attendant as one just walked off & left http://t.co/IpaamZT7Z2,,2015-02-19 20:57:30 -0800,Pursuit of Happiness,Hawaii 568632754939805696,neutral,0.6591,,0.0,United,,MitchBlatt,,0,@United What's your phone number? Customer service question.,,2015-02-19 20:46:28 -0800,"Nanjing, China",Beijing 568631066736529409,neutral,0.6815,,0.0,United,,Ro_S,,0,@united - Kids left a kindle fire HD 6 onboard UA1037 (ORD-SFO) today. Row 9ABC-DEF (we had the whole row amongst the 5 of us). Help...,,2015-02-19 20:39:45 -0800,IL,Central Time (US & Canada) 568630453521022976,negative,0.6726,Customer Service Issue,0.3429,United,,mariachan90,,0,@united understanding the situation we waited and it was opened until 10:30pm,,2015-02-19 20:37:19 -0800,,Bogota 568629979719675904,positive,1.0,,,United,,BattierCCIpuppy,,0,“@united: @BattierCCIpuppy We hope to see you on board soon and thanks for the tweet. ^EY” 👏👏,,2015-02-19 20:35:26 -0800,"Sacramento, CA", 568628841431867392,negative,1.0,Customer Service Issue,1.0,United,,jayw329,,0,"@united just curious, when are you going to to finally learn #customerservice ?",,2015-02-19 20:30:55 -0800,"New York, NY",Eastern Time (US & Canada) 568627869225766912,negative,0.6687,Late Flight,0.6687,United,,Sandarella03,,0,"@united nice 2 see U have a sense of humor. #3hourdelay Just want 2 B home but I'll settle for that beer. Once safely in the air, of course","[40.68612449, -74.18465897]",2015-02-19 20:27:03 -0800,"St. Louis, MO",Central Time (US & Canada) 568627619991650305,neutral,0.6565,,0.0,United,,dgingiss,,0,"@united Surprised to go from 1K last year to nothing this year. What happened to the ""soft landing"" policy of no more than 1 level?",,2015-02-19 20:26:03 -0800,"Chicago, IL", 568625959835815936,neutral,1.0,,,United,,per_ines,,0,@united (2/2) pay in person at Portland airport. I will be flying from Perth. This has been done by US Air.,,2015-02-19 20:19:28 -0800,,Casablanca 568625749214642176,negative,0.6679999999999999,Cancelled Flight,0.6679999999999999,United,,markemanuelli,,0,"@united she was at the service desk at gate 21, and helped us find a flight to get us to our dest. on time when our flight got Cancelled Flightled",,2015-02-19 20:18:37 -0800,,Eastern Time (US & Canada) 568625636639506433,negative,1.0,Customer Service Issue,0.6563,United,,per_ines,,0,"@united (1/2) thanks, but does not answer my question. I want to make a reservation over the phone in Perth, hold for 24hrs, and have family",,2015-02-19 20:18:10 -0800,,Casablanca 568625014037045248,negative,1.0,Cancelled Flight,1.0,United,,philwa,,0,@united it wasn't a delay so much as a straight Cancelled Flightlation. Weather wasn't an issue either.,,2015-02-19 20:15:42 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568624528131125248,negative,1.0,Late Flight,1.0,United,,vmallarapu,,0,@united thanks for ruining my wedding anniversary. Flight UA4904 from EWR to RDU is delayed by over 3 hours and will reach home the nxt day,,2015-02-19 20:13:46 -0800,"Raleigh-Durham, NC USA",Eastern Time (US & Canada) 568624487031132162,negative,1.0,Cancelled Flight,1.0,United,,Kimberlinho,,0,@united Cancelled Flightled my flight for some unknown reason and haven't really given me anything to make my overnight layover tolerable,,2015-02-19 20:13:36 -0800,, 568623603496792064,negative,0.6776,Late Flight,0.6776,United,,MeYoItsMe,,0,@united the only difference being you are both responsible and in a position to do something about them. Learn from @Delta,,2015-02-19 20:10:06 -0800,, 568622671287566336,negative,1.0,Cancelled Flight,0.6871,United,,stephaniefoos,,0,@united Yes my flight was rebooked. I'm just losing trust in you if I want to get anywhere on time.,"[40.69522398, -74.1760931]",2015-02-19 20:06:23 -0800,"Boston, MA",Alaska 568621100914991104,positive,1.0,,,United,,ChadARichardson,,0,"@united thanks, keep up the good work",,2015-02-19 20:00:09 -0800,Raleigh, 568621033273602048,positive,1.0,,,United,,CrayonBytes,,0,@united 4 reFlight Booking Problemss in last 2 days and each time united wait time was <5 seconds! Kudos to you for excellent customer service!,,2015-02-19 19:59:53 -0800,,Eastern Time (US & Canada) 568620841325301760,negative,0.6455,Can't Tell,0.6455,United,,SupaZ22,,0,@united any solutions?,,2015-02-19 19:59:07 -0800,"Chicago, Illinois.",Eastern Time (US & Canada) 568617891412574208,neutral,1.0,,,United,,SupaZ22,,0,@united what do you have in mind?,"[37.6205514, -122.3867929]",2015-02-19 19:47:24 -0800,"Chicago, Illinois.",Eastern Time (US & Canada) 568616966191226880,negative,1.0,Late Flight,0.7113,United,,stephaniefoos,,0,@united I'm over you. Evry 1st flight I take w/ you is delayed & evry 2nd is on time so its missed evry time. #lastflightofthenight #breakup,"[40.69482181, -74.17458032]",2015-02-19 19:43:43 -0800,"Boston, MA",Alaska 568616603568492544,negative,1.0,Customer Service Issue,0.7008,United,,Jaytolchinsky,,0,@united I did they did not. I did submit a complaint on line and never heard back from that - I don't have that ID- you should find it,,2015-02-19 19:42:17 -0800,,Central Time (US & Canada) 568615916730056704,negative,0.6908,Flight Attendant Complaints,0.3477,United,,SupaZ22,,0,@united it is cool. Your customer told me they didn't care either. It is expected,"[37.6209902, -122.3867265]",2015-02-19 19:39:33 -0800,"Chicago, Illinois.",Eastern Time (US & Canada) 568615812594077696,negative,1.0,Can't Tell,0.6633,United,,rdahlstrom99,,0,@United is freaking worthless. I hate this airline. http://t.co/dN1if2cGwE,,2015-02-19 19:39:08 -0800,"ÜT: 40.635407,-73.991869", 568615063738646528,negative,1.0,Late Flight,1.0,United,,mareshaw3,,0,@united not once did #US3645 leave #ORD on time this week #shameful,,2015-02-19 19:36:10 -0800,Ottawa/St.Louis, 568614750508036096,negative,1.0,Late Flight,0.6286,United,,mareshaw3,,0,@united very missed daughter suppose to dpt ORD @5:59pm - dpted 8:30pm -checked week's average for UA3645 -shameful! 7 day average 7:54pm,,2015-02-19 19:34:55 -0800,Ottawa/St.Louis, 568613354245210112,neutral,0.6799,,0.0,United,,MichaelWHarlan,,0,@united I understand why the pilot would get on the plane but why 1st class? There were 5 empty coach seats near me? I'm a Premier 1K?,,2015-02-19 19:29:22 -0800,"Houston, Texas", 568612911222026241,negative,1.0,Cancelled Flight,0.6594,United,,Mosborne13,,0,"@united fantastic night of waiting 3 hours for a delayed airplane, only for you to alert us flight is Cancelled Flighted when it lands. #whatstatus",,2015-02-19 19:27:37 -0800,,Central Time (US & Canada) 568612680937766912,neutral,1.0,,,United,,per_ines,,0,"@united can someone at the airport in Portland, OR buy a ticket to be picked up and used 2days Late Flightr by other from Perth, AUSTRALIA? Thanks",,2015-02-19 19:26:42 -0800,,Casablanca 568612163578773504,negative,1.0,Late Flight,0.6629,United,,AlexandraLeahP,,0,@united they did on a delta flight out of LAX which is why I should be compensated for my rental car there.,,2015-02-19 19:24:38 -0800,, 568611514711552000,neutral,1.0,,,United,,zZzTeHzZz,,0,@united What happens on 9:11 a.m. of 9/11 2spooky 4me m8 such spook much scare,,2015-02-19 19:22:04 -0800,,Central Time (US & Canada) 568611413687603200,negative,1.0,Late Flight,1.0,United,,SupaZ22,,0,@united I missed it. Set up in a hotel. Flights delayed in SFO for 6+ hours. Missing all the wedding festivities of my friend. 😞,"[37.6208766, -122.3867929]",2015-02-19 19:21:39 -0800,"Chicago, Illinois.",Eastern Time (US & Canada) 568611364803096577,positive,1.0,,,United,,mosesfreund,,0,@united sent you my confirmation via DM. Thank you very much,,2015-02-19 19:21:28 -0800,, 568611300609118208,negative,1.0,Customer Service Issue,0.6705,United,,SeanLansing,,0,.@united board customers onto a plane with no pilot? The only thing that expedited was my time in line to book a new flight. Come on now.,,2015-02-19 19:21:13 -0800,"Arlington, VA",Central Time (US & Canada) 568610311487561728,positive,0.6679999999999999,,,United,,Jaytolchinsky,,0,@united that would be great - 1k us651621,,2015-02-19 19:17:17 -0800,,Central Time (US & Canada) 568608982321012736,negative,1.0,Late Flight,0.6669,United,,Sandarella03,,0,@united stuck on Tarmac for the last hour. Can I have a beer?,"[40.6867848, -74.18351089]",2015-02-19 19:12:00 -0800,"St. Louis, MO",Central Time (US & Canada) 568608850569338880,negative,1.0,Customer Service Issue,0.6669,United,,Pitia85,,0,@united recent services have been very bad. My NC trip was aweful. Very disappointed and never again.,,2015-02-19 19:11:28 -0800,, 568608136485056512,negative,0.6771,longlines,0.3537,United,,Buffarino,,0,@united it's freezing on the gate bridge#waitingforbags#united#EWR,,2015-02-19 19:08:38 -0800,New York, 568607646204465152,negative,1.0,Late Flight,0.34600000000000003,United,,Buffarino,,0,@united landed at 9:40pm and have been standing waiting for bags that were loaded plane side..why isn't the crew here#tiredcustomer,,2015-02-19 19:06:41 -0800,New York, 568607402645454848,negative,0.6866,Late Flight,0.6866,United,,tonypal1588,,0,@united @dmb41shows I need this plane to get to buffalo so I can leave tonight. Any progress?,,2015-02-19 19:05:43 -0800,Houston,Central Time (US & Canada) 568607013212590080,negative,1.0,Late Flight,0.6747,United,,Ozzy1652,,0,"@united I was rebooked, however it would have been nice not to have to wait an extra 90 min at the airport. How will you make this right?",,2015-02-19 19:04:10 -0800,, 568606997546999809,negative,1.0,Customer Service Issue,0.6704,United,,MarcWinNJ,,0,"@united enough already with the poor service, old planes, ridiculous routing. 1k and time to find a new airline with status match.",,2015-02-19 19:04:07 -0800,, 568606485716078592,negative,1.0,Late Flight,0.68,United,,Julie_Burg,,0,@united after waiting for over an hour we finally board the airplane only to find out we have to call maintenance. And this plane is cold.😡,,2015-02-19 19:02:05 -0800,,Eastern Time (US & Canada) 568606225027485696,negative,1.0,Damaged Luggage,1.0,United,,FlyerTalk,,0,@united broke my suitcase & refuses to give me a repair estimate. http://t.co/zOUOwgv3Q6,,2015-02-19 19:01:02 -0800,Where the miles are,Pacific Time (US & Canada) 568606101412962304,negative,1.0,Flight Attendant Complaints,0.6769,United,,tsbjr33,,0,@united How do you have a scheduled flight WITH NO CREW? Is there a competent person working at this airline?,,2015-02-19 19:00:33 -0800,"Buffalo, NY",Atlantic Time (Canada) 568605113457242112,negative,1.0,Late Flight,0.68,United,,conradusa,,0,@united can you help 689 in Chicago get to a gate. Freezing on a runway seems like a crappy thing to do at 9pm,,2015-02-19 18:56:37 -0800,Indy,Eastern Time (US & Canada) 568604039430033408,neutral,0.6831,,,United,,TheLunchBelle,,0,"@united @HiltonWorldwide @Caravannyc @MaysvilleNYC Let's go! Join me on my first trip back to NYC…as a tourist: http://t.co/egaEjtRGLb","[34.06143413, -118.39787418]",2015-02-19 18:52:21 -0800,LA / NYC,Eastern Time (US & Canada) 568603081274986496,negative,1.0,Customer Service Issue,1.0,United,,RobBogart,,0,@united thanks KP. What's going on w/4840 tonight. Bad update online and phone. Can't u give customers good info. Not waste their time?!,,2015-02-19 18:48:33 -0800,DC/SF/BFLO, 568602007583354880,positive,1.0,,,United,,kgbates,,0,@united just got my lost Kindle in the mail! Thanks again.,,2015-02-19 18:44:17 -0800,,Central Time (US & Canada) 568601750074236930,neutral,1.0,,,United,,mosesfreund,,0,@united is z and d code airfare refundable?,,2015-02-19 18:43:15 -0800,, 568600380977893376,neutral,0.6809,,0.0,United,,jnay777,,0,"@united no, didn't notice I was 38A until start of boarding. Assumed I was 8E. By time boarding started, GAs had cleared standbys, full flt",,2015-02-19 18:37:49 -0800,, 568600144406568962,negative,0.687,Late Flight,0.687,United,,RobBogart,,0,@united 4840 You knew this flight was delayed! MHT to ALB to EWR to get crew. Your arrival is Late Flightr than the departure! Update your site!,,2015-02-19 18:36:53 -0800,DC/SF/BFLO, 568599168949886977,negative,1.0,Customer Service Issue,1.0,United,,RobBogart,,0,@united 4840 WTF! Why can't you update your times in a timely manner? You've known the fight was more delayed! Ur service is awful! @CNN,,2015-02-19 18:33:00 -0800,DC/SF/BFLO, 568598412544704512,neutral,1.0,,,United,,mom23185,,0,@united Want to book a multi-city fare. Have miles for 1of 2 flights. An option to pay for 1st flight with miles +2nd with UMP Visa? Thanks!,,2015-02-19 18:30:00 -0800,, 568597262378655744,negative,1.0,Late Flight,0.6845,United,,J_Okayy,,0,@united waiting on plane so long missed my connecting flight it left early. That's the last flight out tonight. HELP http://t.co/hBsJ2sF17h,,2015-02-19 18:25:26 -0800,,Eastern Time (US & Canada) 568597062104813568,negative,1.0,Flight Attendant Complaints,0.3407,United,,SherryanneMeyer,,0,@united ORD Gate C25 and Flt 619- remember when customers were valuable? Is it so hard to be nice to someone lugging a guitar & carryons ?,,2015-02-19 18:24:38 -0800,"Allentown, PA",Eastern Time (US & Canada) 568596833439760384,negative,1.0,Customer Service Issue,0.6768,United,,LimeLiberator,,0,@united WORST SERVICE EVER. Denied access to our flight and then moved flight 6 times. How hard is it to schedule a gate? @Delta next time.,,2015-02-19 18:23:43 -0800,"sunnyvale, ca",Pacific Time (US & Canada) 568596065882017792,negative,1.0,Lost Luggage,1.0,United,,HILL_PARTYofone,,1,"@united I'm in Denver, my bag is in San Jose. See something wrong here.",,2015-02-19 18:20:40 -0800,"Omaha, NE",Central Time (US & Canada) 568595828232863745,negative,1.0,Late Flight,1.0,United,,J_Okayy,,0,@united you know it's bad when you're praying your connecting flight is delayed because of an hour delay on the first flight #JustGetMeHome,,2015-02-19 18:19:44 -0800,,Eastern Time (US & Canada) 568594708177555457,negative,1.0,Can't Tell,0.3587,United,,abecohenj,,0,"@united playing hide and seek with the gate. ""We can't find it, it should only be a few more minutes.""",,2015-02-19 18:15:17 -0800,,Eastern Time (US & Canada) 568594180014014464,negative,0.7141,Late Flight,0.7141,United,,J_Okayy,,0,"@united so our flight into ORD was delayed because of Air Force One, but the last flight to SBN is at 8:20, 5 mins from now we just landed.",,2015-02-19 18:13:11 -0800,,Eastern Time (US & Canada) 568593365601820672,neutral,0.6814,,,United,,viahailey,,0,@united your flights are really cheap what's the catch,"[38.21327338, -85.76378195]",2015-02-19 18:09:56 -0800,"Louisville, KY. ", 568592520659267584,neutral,0.6709,,0.0,United,,jnay777,,0,@united LGJW7B. I voluntarily rerouted; 1st leg of journey was in economy and was supposed to be 8B. Res agent said she'd reserve it for me,,2015-02-19 18:06:35 -0800,, 568591705802469376,negative,1.0,Customer Service Issue,0.6572,United,,acmejla,,1,@united 5.5hrs Late Flightr and you still can't figure it out. Random text updates. #embarrassing #ua3728 http://t.co/vFTUyJh45X,"[38.94549594, -77.45193731]",2015-02-19 18:03:21 -0800,"Carmel, IN",Eastern Time (US & Canada) 568591278805528576,negative,1.0,Late Flight,0.6831,United,,udontknowmam,,0,@united stop picking on us #CLE http://t.co/VTqE8m1L3i,"[0.0, 0.0]",2015-02-19 18:01:39 -0800,Cleveland,Eastern Time (US & Canada) 568591158777122818,negative,1.0,Flight Booking Problems,0.6863,United,,MrJADMIX,,0,"@united booked flight in sept to get best price for April to usa, checked now and they are €67 cheaper, what a con unhappy customer #ripoff",,2015-02-19 18:01:10 -0800,, 568590189582536704,negative,1.0,Late Flight,1.0,United,,abecohenj,,0,@united too big to properly manage flight times. There is such a thing as being on time. Or at least prepared with a gate when we land!,,2015-02-19 17:57:19 -0800,,Eastern Time (US & Canada) 568589551477886977,negative,1.0,Late Flight,0.6709999999999999,United,,JenniferWalshPR,,0,@united I'd rather have the truth about my flight than be forced to sit here all day. Trying to get home to this. http://t.co/U69fAfqhsF,,2015-02-19 17:54:47 -0800,Houston,Central Time (US & Canada) 568589359034859520,positive,1.0,,,United,,darrylwalter,,0,@united Leaving soon. Thanks!,"[40.77395906, -73.8746932]",2015-02-19 17:54:01 -0800,"ÜT: 38.988512,-77.161145",Eastern Time (US & Canada) 568589019925368833,negative,1.0,Late Flight,1.0,United,,abecohenj,,0,@united another #DELAYED day. #Delayed outbound. #delayed inbound and now waiting at EWR for a gate to be ready. how is it not ready!??,,2015-02-19 17:52:40 -0800,,Eastern Time (US & Canada) 568588791830736896,negative,1.0,Flight Booking Problems,1.0,United,,MyRxs,,0,@united Cancelled Flighted my mileage plus award reservation G6455C same day. Have yet to see my miles back despite agent confirmation.,,2015-02-19 17:51:46 -0800,, 568588522069733376,neutral,1.0,,,United,,yuethomas,,0,@united my partner and I booked individual reservations for same flight. I have Pr. Silver -- can he share my premier privileges somehow?,,2015-02-19 17:50:42 -0800,"San Jose, CA",Pacific Time (US & Canada) 568587181264146432,negative,1.0,Bad Flight,0.3659,United,,BlessedByACohen,,0,@united 3 Gate changes in 30 minutes for flight to Roanoke and flight to sous falls in O'hare... Painful,,2015-02-19 17:45:22 -0800,Los Angeles,Pacific Time (US & Canada) 568585421518544897,negative,1.0,Late Flight,0.6598,United,,dmb41shows,,0,@united this is nuts they said a flight was on the ground now it's still in Albany and they won't have a plane. Someone is compensating me,,2015-02-19 17:38:22 -0800,Pursuit of Happiness,Hawaii 568584434376577024,negative,1.0,Customer Service Issue,1.0,United,,takwind_,,1,"@united Doumented via link. However, now that it has been over four months with no response, what do you suggest? Or shall I not expect one?",,2015-02-19 17:34:27 -0800,New York | Nomad,Eastern Time (US & Canada) 568584104641368064,negative,1.0,Customer Service Issue,0.7040000000000001,United,,MeYoItsMe,,0,@united WHAT?! Y'all have zero concept of customer service. Oh...and now my connection is delayed too!,,2015-02-19 17:33:08 -0800,, 568583773794799616,negative,0.6925,Flight Attendant Complaints,0.3733,United,,SeanLansing,,0,".@united just curious why you'd board a flight without a pilot. Seems crucial to the flight process, no?",,2015-02-19 17:31:50 -0800,"Arlington, VA",Central Time (US & Canada) 568583360811016192,neutral,1.0,,,United,,MissMcB76,,0,@united sent DM's,,2015-02-19 17:30:11 -0800,PA, 568582924729073664,negative,1.0,Late Flight,1.0,United,,dmb41shows,,1,@united just changed again. This is crazy! #YourAgentsHaveNoClue http://t.co/A37N3oHOKL,,2015-02-19 17:28:27 -0800,Pursuit of Happiness,Hawaii 568582403670851584,negative,1.0,Late Flight,1.0,United,,BakerRGrant,,1,@united Never can get a flight out on time. 4 hour delay earlier another hour delay on my connecting flight. Makes 10 straight delays,,2015-02-19 17:26:23 -0800,Minnetonka,Central Time (US & Canada) 568580515013398528,negative,1.0,Late Flight,0.6749,United,,dmb41shows,,0,@united b/c of your delay now you are oversold by 14 passengers?!??? This is a mess! What are you going to do to compensate?,,2015-02-19 17:18:53 -0800,Pursuit of Happiness,Hawaii 568579388704292864,negative,1.0,Late Flight,1.0,United,,BrianReinert1,,1,@united - blamed weather lol 78 no wind and not a cloud in the sky!! Delayed both ways 4x!! RU kidding me to charge me for 1.5lb w/8 delays?,"[37.63404103, -122.40313084]",2015-02-19 17:14:24 -0800,Las Vegas & Atlanta,Eastern Time (US & Canada) 568578571129761794,negative,0.6988,Late Flight,0.3695,United,,Stephurnee,,0,@united be worse?oh you can't! delayed with no reason on the way to Lon;flight Cancelled Flighted with NO REASON less than 2 days before returning.,,2015-02-19 17:11:09 -0800,nyc,Atlantic Time (Canada) 568577596172009472,negative,1.0,Can't Tell,0.6563,United,,dmb41shows,,0,@united flight 4841...3 gate changes on top of this. Really hoping you can compensate with some points/mileage to my account!,,2015-02-19 17:07:17 -0800,Pursuit of Happiness,Hawaii 568576763212619777,negative,1.0,Flight Booking Problems,0.7052,United,,gambajosh,,0,@united should contact me and the others on my flight who can't get their website to work. None of our info is valid! http://t.co/3zpJr7kWbk,,2015-02-19 17:03:58 -0800,"Jacksonville Beach, FL",Tehran 568576245027336193,negative,1.0,Late Flight,0.6765,United,,MeYoItsMe,,0,@united over an hour stuck and still not off the plane. Total failure by you and your partners in ensuring the best customer experience.,,2015-02-19 17:01:55 -0800,, 568575520406765568,neutral,1.0,,,United,,GDClearedToLand,,0,@United line up @iah #IAH @AirlineGeeks #avgeek http://t.co/dJHXvJT201,,2015-02-19 16:59:02 -0800,, 568575427742011392,negative,1.0,Cancelled Flight,0.6579999999999999,United,,pvb29,,0,@united silence is very telling,,2015-02-19 16:58:40 -0800,, 568575417650679808,negative,1.0,Late Flight,1.0,United,,brendanfinn,,1,@united thanks for the 2hr delay and then no ground crew when we landed. At least you didn't break my http://t.co/GCWVFuopl2,,2015-02-19 16:58:37 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568574762433138690,neutral,1.0,,,United,,tdawghill,,0,@united Bought a round trip to Chicago two days ago...today the same flight is half that! Is there any way for me to get that discount??,,2015-02-19 16:56:01 -0800,San Francisco, 568574249553637377,negative,1.0,Customer Service Issue,1.0,United,,gambajosh,,0,@united Am I illiterate or is there a magic code to make your customer service site work? http://t.co/t4gcKs2bh5,,2015-02-19 16:53:59 -0800,"Jacksonville Beach, FL",Tehran 568574188086296576,negative,1.0,Bad Flight,0.6761,United,,pongchmp,,1,"@united worst airline ever! Staff is nasty, wifi down bags are delayed due to weather?? And now the belt is broken. Selling UAL stock in AM",,2015-02-19 16:53:44 -0800,,Eastern Time (US & Canada) 568574174677114880,neutral,0.6433,,,United,,GDClearedToLand,,0,@United Stars and Bars @iah #A320 @airlineguys @AirlineGeeks #avgeek http://t.co/mWSoGUC33p,,2015-02-19 16:53:41 -0800,, 568574014505029632,negative,1.0,Customer Service Issue,0.6559,United,,gambajosh,,0,@united I'm confused. After your @Dulles_Airport agents directed us to go to your website after DELAYS nothing works! http://t.co/cypRHe5GOK,,2015-02-19 16:53:03 -0800,"Jacksonville Beach, FL",Tehran 568573889359556608,positive,0.6526,,,United,,constantlearne1,,0,"@united Had wonderful, on time flights from OGG to MSN Lost RX eyeglasses (thick) in the Admiral Club in Chicago this morning. Found?",,2015-02-19 16:52:33 -0800,, 568573570114134016,negative,1.0,Late Flight,0.6989,United,,MeYoItsMe,,0,@united 50 minute wait...still at the gate with a broken jetway. Might miss connection,,2015-02-19 16:51:17 -0800,, 568573387817291776,negative,0.6694,Can't Tell,0.3779,United,,RobCNYC,,0,“@united: @RobCNYC See information on our boarding process: http://t.co/gBIw9ugFNm ^KP”. I get group 1&2. Just no reason on 3/5.,,2015-02-19 16:50:33 -0800,New York,Eastern Time (US & Canada) 568572835666522112,neutral,0.6485,,0.0,United,,dwrichy,,0,@united in Bogota with no wallet is no fun. :-(,,2015-02-19 16:48:22 -0800,,Eastern Time (US & Canada) 568572753403650049,negative,1.0,Customer Service Issue,1.0,United,,dwrichy,,0,@united Lost my wallet on flight 1007 yesterday from Houston to Bogota. Filled out your online form. No response yet.,,2015-02-19 16:48:02 -0800,,Eastern Time (US & Canada) 568572666178883584,negative,0.6856,Late Flight,0.3593,United,,cptrice,,0,@united one hour after departure time and still no update!,"[39.99869322, -82.88004055]",2015-02-19 16:47:41 -0800,Chicago, 568571642265227264,negative,1.0,Customer Service Issue,0.6848,United,,pvb29,,0,@united I am now following you and see that I am not the only one experiencing and noticing a substantial downgrade in service post merger,,2015-02-19 16:43:37 -0800,, 568570905690898432,negative,1.0,longlines,0.6632,United,,MeYoItsMe,,0,@united 40+ minutes waiting at the gate for the broken jetway. Different gate maybe?,,2015-02-19 16:40:42 -0800,, 568568938960805888,negative,1.0,Late Flight,0.6609999999999999,United,,ChicagoEvan,,1,@united how can you never got a flight from austin to Houston in time for a connection ever? Ever!,,2015-02-19 16:32:53 -0800,Chicago,Central Time (US & Canada) 568568593262231552,positive,0.6701,,,United,,fatmanscoop,,0,"@united got it right with the safety demonstration! Corporate but funny, reserved but NOT CORNY as a… http://t.co/lwOtKIEKGU",,2015-02-19 16:31:30 -0800,Everywhere!,Eastern Time (US & Canada) 568568197147799552,negative,1.0,Late Flight,0.6613,United,,MeYoItsMe,,0,@united now sitting on the tarmac for a half hour after landing because your jetway is broken. #2daysofunitedfailures #1thingafteranother,,2015-02-19 16:29:56 -0800,, 568567425106628609,negative,1.0,Customer Service Issue,1.0,United,,Jaytolchinsky,,0,@united look at the Twitter history - as usual service non existent,,2015-02-19 16:26:52 -0800,,Central Time (US & Canada) 568567048801906688,positive,0.65,,,United,,changecollab,,0,@united thanks for the reply. I have been in contact with Customer Care to get clarification on this issue.,,2015-02-19 16:25:22 -0800,"Columbus, Ohio", 568566729992847360,neutral,0.6742,,,United,,dr_spencer,,0,@united I will give it a couple more weeks. Thank you.,,2015-02-19 16:24:06 -0800,Nicaragua,Central America 568565044994158592,negative,1.0,Cancelled Flight,0.3711,United,,Czone12,,1,@united make sure you make Cancelled Flighted flight baggage and upgrade fees seem like a labyrinth so that you might be able to swindle a few $ more,"[37.99311597, -84.52114659]",2015-02-19 16:17:24 -0800,lexington KY, 568564957740175360,negative,1.0,Late Flight,1.0,United,,hstark,,0,"@united How is this considered ""on time"" if it's arriving at destination half hour Late Flightr than scheduled? http://t.co/YMFTw1uyHr",,2015-02-19 16:17:04 -0800,NY,Quito 568564799593820161,negative,1.0,Customer Service Issue,1.0,United,,Czone12,,0,"@united thanks for trying to take my money without notice. In any other industry, you Cancelled Flight a service, a refund is issued. Cont…","[37.99311597, -84.52114659]",2015-02-19 16:16:26 -0800,lexington KY, 568564757172764672,negative,1.0,Customer Service Issue,1.0,United,,fatabdula,,0,@united And there is no direct phone number for status match desk? I really regret Flight Booking Problems with @united now.,,2015-02-19 16:16:16 -0800,,Eastern Time (US & Canada) 568564675312545792,negative,1.0,Late Flight,1.0,United,,acmejla,,0,@united yet again you disappoint. Sitting at IAD for UA3728 for 3.5hrs and you can't seem to know why the plane hasn't left Albany. #Fail,,2015-02-19 16:15:56 -0800,"Carmel, IN",Eastern Time (US & Canada) 568564485457252352,negative,1.0,longlines,1.0,United,,dmb41shows,,0,@united still sitting here waiting for a plane....4 hours wasted,,2015-02-19 16:15:11 -0800,Pursuit of Happiness,Hawaii 568564006329434113,positive,0.6715,,0.0,United,,PaulBEsteves,,0,@united thanks for the help. Wish the phone reps could be so accomidating,,2015-02-19 16:13:17 -0800,Brooklyn,Eastern Time (US & Canada) 568563494313857025,negative,1.0,longlines,1.0,United,,whyyylie,,0,"@united line is just getting longer and moving slower. Lady working the counter is doing great, she just needs help. #customerservicefail",,2015-02-19 16:11:15 -0800,, 568563462995099649,negative,0.6702,Late Flight,0.6702,United,,cptrice,,0,@united an update on flight 5979 would be great!,"[39.99838284, -82.88068344]",2015-02-19 16:11:07 -0800,Chicago, 568562804837490688,negative,1.0,Flight Attendant Complaints,0.6632,United,,omerrana,,0,@united wasting time at baggage claim thanks to your dfw ground crew who checked my bag in without actually checking for space #frustrated,,2015-02-19 16:08:30 -0800,"Dallas, TX",Pacific Time (US & Canada) 568562765654159361,negative,0.6639,Bad Flight,0.6639,United,,Caraba10,,0,@united what is the problem with your flights to ny today,,2015-02-19 16:08:21 -0800,, 568562718854111233,negative,1.0,Can't Tell,0.3608,United,,AlexandraLeahP,,0,@united flight was too heavy so had to fly BACK to Palm Springs (after being in the air for 30 mins),,2015-02-19 16:08:10 -0800,, 568562613040197634,negative,1.0,longlines,0.3593,United,,Depeche007,,1,@united Your boarding process sucks. You should learn from @SouthwestAir,,2015-02-19 16:07:44 -0800,"Chicago, Illinois",Central Time (US & Canada) 568562512284659713,negative,1.0,Late Flight,1.0,United,,nivekt13,,1,"@united ouch, delays due to mechanical issues again QRO will have to wait! Yall seem to be falling apart #alwaysdelayed #unitedfail",,2015-02-19 16:07:20 -0800,htx, 568561858875142144,negative,1.0,Lost Luggage,1.0,United,,skyjumper77,,0,@united my fingers are crossed that they are more capable of getting baggage from point A->B than United Airlines!,,2015-02-19 16:04:45 -0800,, 568561041774231553,negative,1.0,Late Flight,1.0,United,,ellenrayrx,,0,"@united What happened this afternoon? Huge amt of incoming planes to SFO delayed over 1-2 hours. Frustrating!",,2015-02-19 16:01:30 -0800,"Irvine, CA", 568560510896963584,negative,1.0,longlines,0.3644,United,,MeYoItsMe,,1,@united not about being on my way or impatience on my part...it's about you being untruthful and not having proper systems in place,,2015-02-19 15:59:23 -0800,, 568560083103137793,negative,1.0,Customer Service Issue,0.6697,United,,whyyylie,,0,@united can you maybe have more than 1 person working customer service desk in Houston airport? Line 3 rows deep 1 person working,,2015-02-19 15:57:41 -0800,, 568559680894550016,positive,1.0,,,United,,dschach,,0,"@united I'll stick with my United flight. Thanks, though. Effort is much appreciated.",,2015-02-19 15:56:05 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568558728263254017,negative,1.0,Can't Tell,0.6559,United,,cheryllynnregan,,0,"@united Your survey is too long. I fly a lot of segments and I'll fill it out after every trip, but not if it takes more than a minute.",,2015-02-19 15:52:18 -0800,USA,Eastern Time (US & Canada) 568558478039625728,negative,1.0,Lost Luggage,0.6706,United,,smorg73,,1,@united can you you think about hiring some baggage attendants at EWR? Been waiting for bags for 1 hr. United = overcharged&underserved,,2015-02-19 15:51:19 -0800,, 568558135637463040,positive,0.6634,,,United,,TonyLauro,,0,"@united Fair enough. I don't usually rant, but it's good to know someone's listening. :)",,2015-02-19 15:49:57 -0800,"Dallas, TX",Central Time (US & Canada) 568558050635747328,negative,1.0,Cancelled Flight,1.0,United,,pvb29,,0,@united are you telling me that you are now Cancelled Flighting my flight ??,,2015-02-19 15:49:37 -0800,, 568557220473884672,negative,0.6976,Bad Flight,0.3573,United,,Matt_W_Scott,,0,@united would be hard to be worse than last time but I'm sure you'll give it a shot,,2015-02-19 15:46:19 -0800,,Amsterdam 568556636068921344,positive,0.6703,,,United,,dschach,,0,@united Thank you for the Delta transfer. Will my bags go too?,,2015-02-19 15:43:59 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568556238012678144,positive,0.6565,,,United,,SonyaSloanMD,,0,“@united: @SonyaSloanMD Happy to have had you on board. Please share details here: http://t.co/2TrgEMteBZ ^KP” Done!,,2015-02-19 15:42:25 -0800,"Houston, TX, USA",Central Time (US & Canada) 568555130624217089,negative,1.0,Customer Service Issue,1.0,United,,dmb41shows,,0,@united service staff to is less than friendly!,,2015-02-19 15:38:01 -0800,Pursuit of Happiness,Hawaii 568555022209847296,neutral,0.6291,,0.0,United,,dmb41shows,,0,@united happens every time in and out of Newark.,,2015-02-19 15:37:35 -0800,Pursuit of Happiness,Hawaii 568553155937452034,negative,0.6368,Late Flight,0.3255,United,,dschach,,0,@united Can you transfer my bags too?,,2015-02-19 15:30:10 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568553014786547712,negative,1.0,Late Flight,0.3638,United,,bryandey,,1,@united I am a comedian and I promise I will make fun of you on stage tonight.,,2015-02-19 15:29:36 -0800,Texan in Los Angeles , 568552943005224961,negative,1.0,Can't Tell,0.3392,United,,marylkrupa,,0,"@united tried to and got through the whole 2,000 characters and I was not even done.",,2015-02-19 15:29:19 -0800,"Detroit, Michigan ", 568552711840358401,positive,0.6563,,0.0,United,,Clashysass,,0,@united we were able to get on the moon flight! Just got to our hotel in Puerto Rico! Thank you!,,2015-02-19 15:28:24 -0800,"Somerville, MA", 568552347812524032,negative,1.0,Late Flight,1.0,United,,johndgraham,,0,@united you had us REBOARD without the captain. So now we'll be sitting in here for another 20+ min? http://t.co/EEReKDf9Fq,,2015-02-19 15:26:57 -0800,"Madison, wi",Central Time (US & Canada) 568549214696935424,negative,1.0,Late Flight,1.0,United,,lskingdavis,,0,@united On flight 1712 to Houston delayed duecto engine trouble. Willl you hold my connection to Argentina at Houston since I'm Late Flight now?,,2015-02-19 15:14:30 -0800,, 568549060103135232,positive,1.0,,,United,,annricord,,0,@united @annricord Great! Appreciate it😊,,2015-02-19 15:13:53 -0800,Canmore,Mountain Time (US & Canada) 568548205421563906,positive,1.0,,,United,,jasemccarty,,0,"@united I was well taken care of, thanks. I've already been sent a survey request & I'll share my positive experience (despite delay)",,2015-02-19 15:10:29 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 568547227527819264,positive,1.0,,,United,,QuinnPJ,,0,@united thanks! Everything a-ok now.,,2015-02-19 15:06:36 -0800,San Juan Capistrano,Arizona 568547007003955200,positive,1.0,,,United,,hartgarfunkel,,0,@united DM sent. Thanks so much for the strong customer service!!,,2015-02-19 15:05:44 -0800,"iPhone: 40.732048,-73.994102",Pacific Time (US & Canada) 568545648284340224,negative,1.0,Late Flight,1.0,United,,dschach,,0,@united just delayed my flight to SLC by 2.5 hours. What gives? #snowforce,,2015-02-19 15:00:20 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568544738032242688,positive,0.3548,,0.0,United,,TomWarrenburg,,0,@united ok thanks. I sent you a DM too. You can disregard that.,,2015-02-19 14:56:43 -0800,America's Dairyland, 568542661684015105,positive,1.0,,,United,,triathlete06,,0,@united So excited I was put on an earlier flight to get home! Woo Hoo! #travel 🎉🎉🎉,,2015-02-19 14:48:28 -0800,,Seoul 568541544506114048,negative,1.0,longlines,0.6762,United,,JFED15,,0,@united your airline is a joke. 1 person working special services at EWR?!? Line is 15 ppl deep. GROW UP!,,2015-02-19 14:44:01 -0800,, 568541325735415808,negative,1.0,Flight Attendant Complaints,0.3537,United,,morrisls,,0,@united More concerned that you close a club I paid alot for at 10. Last flight 11:15p. The construction going on is very inconvenient.,,2015-02-19 14:43:09 -0800,,Quito 568541016472432641,positive,1.0,,,United,,NoviceFlyer,,0,@united perfect! Thank you!,,2015-02-19 14:41:55 -0800,"Tulsa, OK",Central Time (US & Canada) 568540843323338752,negative,1.0,Customer Service Issue,0.3597,United,,morrisls,,0,@united care less about the person - although he walked away while I was complaining. A man at 10p at LAX club. More.....,,2015-02-19 14:41:14 -0800,,Quito 568539224770637825,negative,1.0,Can't Tell,1.0,United,,BrianReinert1,,0,@united smiling? NOT!!,"[35.23908248, -120.64078264]",2015-02-19 14:34:48 -0800,Las Vegas & Atlanta,Eastern Time (US & Canada) 568538872637816832,negative,1.0,Late Flight,1.0,United,,BrianReinert1,,0,"@united worst airline in the world-8 delays, gate agent loses her mind over 1.5 lbs and charges me $100 on top of the $25 I already paid!!","[35.23896405, -120.64046203]",2015-02-19 14:33:24 -0800,Las Vegas & Atlanta,Eastern Time (US & Canada) 568538044703178752,neutral,0.7028,,0.0,United,,TheKevinDent,,0,@united will I make it with the delay?,,2015-02-19 14:30:07 -0800,Look behind you,Pacific Time (US & Canada) 568537219822010368,negative,1.0,Customer Service Issue,0.6568,United,,khigdon1,,0,@united @bwood we'd prefer everyone hear our complaints amount your airline,,2015-02-19 14:26:50 -0800,, 568536972072865792,negative,0.6983,Can't Tell,0.6983,United,,khigdon1,,0,@united why do you bother surveying me!,,2015-02-19 14:25:51 -0800,, 568536646963970048,neutral,1.0,,,United,,johndgraham,,0,@united I'm on standby for my connecting flight. 1st on the list. NudgeNudge I'm told there are four slots open. Save it for me. Please.,,2015-02-19 14:24:34 -0800,"Madison, wi",Central Time (US & Canada) 568536634058084352,negative,1.0,Late Flight,0.6452,United,,khigdon1,,0,@united worst airline ever after 70+ legs of travel I am officially done. On time is not in their vocab. I'm taking my premier status to A,,2015-02-19 14:24:31 -0800,, 568536558279593985,neutral,0.3681,,0.0,United,,Jaytolchinsky,,0,@united looking back - never heard from anyone - I had to call and frankly got standard SOP - still think about it today,,2015-02-19 14:24:13 -0800,,Central Time (US & Canada) 568535677027028992,negative,0.3404,Can't Tell,0.3404,United,,Jaytolchinsky,,0,@united Donna and Juan still the best in the United Club_ too bad UAL does not get it,,2015-02-19 14:20:42 -0800,,Central Time (US & Canada) 568535502996905984,neutral,0.6458,,0.0,United,,TheKevinDent,,0,@united I am on 1528 and my connecting flight is 909,,2015-02-19 14:20:01 -0800,Look behind you,Pacific Time (US & Canada) 568534166742003712,neutral,1.0,,,United,,Rksshots,,0,@united Just got interrogated at the United Club Chicago. #UnitedAirlines #rude #PoorForm,,2015-02-19 14:14:42 -0800,"San Diego, CA", 568534107875119105,negative,1.0,Customer Service Issue,1.0,United,,MSLspeaks,,0,@united I just want to contact someone with a question & not be put on hold for 5 minutes in order to be hung up on or sent to the pet line,,2015-02-19 14:14:28 -0800,"New York, NY",Eastern Time (US & Canada) 568533371602608128,neutral,1.0,,,United,,NoviceFlyer,,0,@united can I access Frankfurt arrival lounge when I'm flying global first class?,,2015-02-19 14:11:33 -0800,"Tulsa, OK",Central Time (US & Canada) 568533330557186048,negative,1.0,Customer Service Issue,1.0,United,,Caraba10,,0,"@united keeps delaying my flight, horrible customer service",,2015-02-19 14:11:23 -0800,, 568532825281937408,positive,1.0,,,United,,ccbbm82413,,0,@united has the best pilots ever Thank you guys for the great trip #thatisall,,2015-02-19 14:09:23 -0800,860, 568532050979893249,negative,0.6877,Flight Attendant Complaints,0.3576,United,,adownie,,0,@united - I really down think downgrading the booze/food selections at the club is a good way to go. How about you look @aircanada?,,2015-02-19 14:06:18 -0800,Somewhere west of Chicago,Central Time (US & Canada) 568530234368069632,negative,1.0,Customer Service Issue,0.6566,United,,jasonramer,,0,@united You guys are atrocious. Far better service as silver on Delta than you as a platinum. I'll be switching back to delta.,,2015-02-19 13:59:05 -0800,, 568528656584146944,positive,0.6598,,,United,,NoviceFlyer,,0,@united I will thank you!,,2015-02-19 13:52:49 -0800,"Tulsa, OK",Central Time (US & Canada) 568527517910319104,positive,0.6712,,0.0,United,,jeggers,,0,@united thanks for making sure they hear the message!,,2015-02-19 13:48:17 -0800,"BOS, SFO, NYC, ++",Eastern Time (US & Canada) 568527393754738688,neutral,1.0,,,United,,ada_dog,,0,@united @NTrustOpen can i go #GolfUnited,,2015-02-19 13:47:48 -0800,, 568527304348942336,neutral,0.6733,,0.0,United,,TomWarrenburg,,0,@united I got an email from cust. care for an issue I had offering me a voucher. How do I claim that? I emailed back but got no reply. DM me,,2015-02-19 13:47:26 -0800,America's Dairyland, 568527292135133184,negative,1.0,Customer Service Issue,1.0,United,,MissMcB76,,0,@united I have and been denied! I called and got hung up on. Did speaks with manager on second call,,2015-02-19 13:47:23 -0800,PA, 568526386249351168,negative,1.0,Can't Tell,0.6682,United,,AgrippaInTheAir,,0,"@united Club DEN, East or West, both are disgusting. http://t.co/XijYrPsLZK",,2015-02-19 13:43:47 -0800,, 568526349565972480,negative,1.0,Customer Service Issue,0.6533,United,,deannachurch,,0,@united installed and working are not the same. Kicked me out after an hour and wouldn't let me back in. Four wasted hours.,,2015-02-19 13:43:39 -0800,"Silver Spring,MD",Pacific Time (US & Canada) 568526136017342464,neutral,1.0,,,United,,Gouwerijn,,0,@united i would like to know if its possiable to checkin online or must it be done at Schiphol?,,2015-02-19 13:42:48 -0800,Alphen aan den Rijn,Amsterdam 568525567575744512,neutral,0.6522,,0.0,United,,RobCNYC,,0,@united how do you go fr Silver Elite for two straight years to group 5 all the time? I get no group 2 but maybe 3 or 4? What's up?,,2015-02-19 13:40:32 -0800,New York,Eastern Time (US & Canada) 568524550251479040,negative,1.0,Customer Service Issue,0.7,United,,rick4tkins,,0,"@united that's what I tried to do, but when entering email into 2nd device made email typo. No way to fix it & no option to log out/in!!!",,2015-02-19 13:36:30 -0800,, 568522747501895680,neutral,1.0,,,United,,skyjumper77,,0,@united What delivery service do you use? I'd like to call them myself.,,2015-02-19 13:29:20 -0800,, 568522028627533824,negative,1.0,Customer Service Issue,0.3667,United,,skyjumper77,,0,@united so the 4-6hrs that you told me was what? A guess?? They've apparently had the bag 20hrs now and no call.,,2015-02-19 13:26:28 -0800,, 568520126095441920,positive,0.6806,,,United,,NoviceFlyer,,0,@United my home for the next 8.5 hrs. 777 GFC! :) http://t.co/MKpoGNntYC,,2015-02-19 13:18:55 -0800,"Tulsa, OK",Central Time (US & Canada) 568519880711872512,positive,1.0,,,United,,abigailedge,,0,@united Thank you.,,2015-02-19 13:17:56 -0800,"Brighton, UK",London 568516490405679104,positive,1.0,,,United,,lucianosr83,,0,"@united @perfectomobile I have to admit that not only the app is good but have lots of useful func (such the ""live"" seat map). Congrats",,2015-02-19 13:04:28 -0800,Brazil, 568516063001853952,negative,1.0,Lost Luggage,1.0,United,,galewolfe,,0,@united still waiting 4 our bags. Web STILL can't tell me its location . How come @UPS @FedEx can tell u at any given minute where it is?,,2015-02-19 13:02:46 -0800,"Hudson Valley, NY",Eastern Time (US & Canada) 568515696197439489,negative,1.0,Bad Flight,0.3457,United,,johndgraham,,0,@united seriously? After waiting 2 hours on the plane for my 10:20 flight to leave at 3pm I have to leave the plane? Great. Just great.,,2015-02-19 13:01:19 -0800,"Madison, wi",Central Time (US & Canada) 568515553666539520,positive,1.0,,,United,,harvblain,,1,@united kind of cool to run into your boss man at SFO. http://t.co/bm9O2K5X5J,,2015-02-19 13:00:45 -0800,Chicago and an airplane ,Central Time (US & Canada) 568515101319254016,positive,1.0,,,United,,christinerimay,,0,@united Got a call. Bag is to be delivered tonight. Thanks for your reply!!,,2015-02-19 12:58:57 -0800,Someplace saving something,Eastern Time (US & Canada) 568514213921947648,positive,1.0,,,United,,NoviceFlyer,,0,@United Global First Class Lounge ORD menu. Yummy! http://t.co/egKvFoKogj,,2015-02-19 12:55:25 -0800,"Tulsa, OK",Central Time (US & Canada) 568513007849840640,positive,1.0,,,United,,vmnkishore,,0,@united pleasantly surprised with quality of service and flight.Flew LGA-CLE-DEN. Friendly crew. Love the concept of #byod #worksnicely,"[40.71517211, -74.01453422]",2015-02-19 12:50:38 -0800,Mysore : London : New York,London 568512847178645505,negative,1.0,Customer Service Issue,1.0,United,,abigailedge,,1,"@united ""We like hearing from you."" So why haven't you replied to my tweet and/or email yet? https://t.co/caf2cx3gfi",,2015-02-19 12:49:59 -0800,"Brighton, UK",London 568511969335984128,negative,1.0,Flight Attendant Complaints,0.6559,United,,Tamarabrams,,0,@united Rude grouchy agent at Dulles check-in just got my 19 hour trip off to a lousy start. He needs a nap or something.,,2015-02-19 12:46:30 -0800,Arlington Virginia,Eastern Time (US & Canada) 568509763048357888,negative,1.0,longlines,1.0,United,,dandadams,,0,@united 1k use to be special. 80 people in group one. Why not board global AND 1k together? http://t.co/qd2lyUXAZg,,2015-02-19 12:37:44 -0800,"bettendorf, ia",Mountain Time (US & Canada) 568509134276050945,negative,1.0,Late Flight,0.6579,United,,peteeustic,,0,@united thats because you didnt read my entire tweet. Wife's 12pm flight is now delayed to 6:30. Thats 3 6+ hour flight delays in 2 weeks,,2015-02-19 12:35:14 -0800,, 568508151852457985,negative,0.3401,Late Flight,0.3401,United,,jttorrey,,0,@united As it always is. Helps to communicate to customers.,,2015-02-19 12:31:20 -0800,,Pacific Time (US & Canada) 568507977235365888,negative,1.0,Late Flight,1.0,United,,tcar,,0,@united I'm not as sure as you are. http://t.co/HSMpbSF4UF,,2015-02-19 12:30:38 -0800,"Oak Park, IL",Central Time (US & Canada) 568506885130682369,negative,1.0,Customer Service Issue,0.3659,United,,blake_music,,0,@united how does that help me with my customers that I couldn't meet with (and subsequently lost)?,,2015-02-19 12:26:18 -0800,Fort Wayne,Quito 568506797805318144,positive,0.6488,,,United,,DarinBrannon,,0,@united thank you. I will address it with them,,2015-02-19 12:25:57 -0800,"Monett, MO",Central Time (US & Canada) 568506752607498241,negative,0.6872,Customer Service Issue,0.6872,United,,rick4tkins,,0,@united problem is on laptop not phone,,2015-02-19 12:25:46 -0800,, 568505228062023680,negative,1.0,Can't Tell,0.6699,United,,SandyPoole1,,0,@united question - was given food vouchers but can't use on plane..how come,,2015-02-19 12:19:43 -0800,, 568503887113498625,neutral,0.6473,,0.0,United,,blake_music,,0,@united it's cool. I didn't need to go to work today. Or get home to make sure my house is ok in the -30 wind chill.,,2015-02-19 12:14:23 -0800,Fort Wayne,Quito 568503322828783617,neutral,1.0,,,United,,neecolelong,,0,@united please reroute Oregon Women's Tennis to Santa Barbara. There's supposedly another connection from LA.,,2015-02-19 12:12:09 -0800,Dallas/Eugene,Eastern Time (US & Canada) 568503174413225984,negative,0.701,Can't Tell,0.701,United,,newyorkwool,,0,@united the wifi in the ewr lounge reminds me of the old days of dial up,,2015-02-19 12:11:33 -0800,Birkenhead upon Hudson,Eastern Time (US & Canada) 568503120130658305,negative,1.0,Customer Service Issue,0.6476,United,,bwood,,0,@united needs to pay for my car. I could have been on my flight if 4 help desks did not say it already left. Shame.,"[37.61907, -122.38607]",2015-02-19 12:11:20 -0800,San Diego,Pacific Time (US & Canada) 568503048961724417,negative,0.6579,Customer Service Issue,0.6579,United,,DaveGraf1965,,0,@united too long for 140 characters,,2015-02-19 12:11:03 -0800,,Atlantic Time (Canada) 568502210268692480,negative,1.0,Customer Service Issue,0.6869,United,,hartgarfunkel,,0,@united Bos-SF was in between waivers. Business Cancelled Flighted due to weather before/after. No flexibility/compassion in extreme circumstances = 😔,,2015-02-19 12:07:43 -0800,"iPhone: 40.732048,-73.994102",Pacific Time (US & Canada) 568502194854612992,negative,0.6528,Bad Flight,0.32799999999999996,United,,rick4tkins,,0,@united tried that already & tried forgetting the wifi network connection. Still forces log in with incorrect email. Other suggestions?,,2015-02-19 12:07:40 -0800,, 568497542100586497,negative,1.0,Customer Service Issue,0.6781,United,,rick4tkins,,0,@united I see you tweeting as little as 7 min ago. Are you just ignoring my CS request? #CantLogOutOfUnitedWifi,,2015-02-19 11:49:10 -0800,, 568496673237929984,negative,0.6906,Customer Service Issue,0.3457,United,,skyjumper77,,0,@united or did you mean 24-26?,,2015-02-19 11:45:43 -0800,, 568496575716175872,negative,0.6854,Can't Tell,0.3483,United,,skyjumper77,,0,@united has it been 4-6hrs yet?,,2015-02-19 11:45:20 -0800,, 568495877003857920,negative,1.0,Bad Flight,0.6747,United,,rick4tkins,,0,@united anyone awake? Paying for wifi on iPhone when need to be using it on laptop. Logout option for wifi in flight? Time is wasting!,,2015-02-19 11:42:33 -0800,, 568494813655527424,negative,0.6316,Customer Service Issue,0.6316,United,,changecollab,,0,"@United does a great job of answering public messages. Direct private messages, not so much.",,2015-02-19 11:38:20 -0800,"Columbus, Ohio", 568494749247778816,negative,1.0,Customer Service Issue,1.0,United,,hartgarfunkel,,0,@united I work in customer support- extremely saddened United won't waive change fee for flights I had to Cancelled Flight due to east coast storms.,,2015-02-19 11:38:04 -0800,"iPhone: 40.732048,-73.994102",Pacific Time (US & Canada) 568493806414381058,negative,0.6632,Customer Service Issue,0.3368,United,,annricord,,0,@united how's my refund coming along??,,2015-02-19 11:34:20 -0800,Canmore,Mountain Time (US & Canada) 568493336698490880,negative,1.0,Late Flight,1.0,United,,ItsAaronChriz,,1,@united ANOTHER F*CKING DELAY IN THE PAST 32 HOURS!?,,2015-02-19 11:32:28 -0800,I'm just a kid from Oak Harbor,Pacific Time (US & Canada) 568493245191364609,neutral,1.0,,,United,,Gouwerijn,,0,@united online inchecking able in the Netherlands (ams)?,,2015-02-19 11:32:06 -0800,Alphen aan den Rijn,Amsterdam 568493225788510209,negative,1.0,Can't Tell,0.6561,United,,marinwino,,0,@united 777 from SFO to HNL with ZERO entertainment systems???!!!#youareonyourown,,2015-02-19 11:32:01 -0800,, 568492898553102337,negative,0.6515,Bad Flight,0.6515,United,,rick4tkins,,0,@united how do you log out of wifi in flight? Don't see any option and made typo when logging in. HELP!!,,2015-02-19 11:30:43 -0800,, 568491094327078912,neutral,1.0,,,United,,CorettaBrowne,,0,"@united When will you have special promotions for flights departing Newark, NJ to St. John's, Antigua?",,2015-02-19 11:23:33 -0800,Greater New York Area,Central Time (US & Canada) 568490726419517441,negative,1.0,Late Flight,1.0,United,,SleazyC_,,1,@united flight UA5631 from SFO to Burbank has been delayed twice now. Still no plane in sight. Get it together.,"[37.61821986, -122.38745399]",2015-02-19 11:22:05 -0800,"Bushwick, Bkln",Pacific Time (US & Canada) 568489967808327682,negative,1.0,Customer Service Issue,1.0,United,,Dile___,,0,@united Just saying the truth. You don't even an email! #2015,,2015-02-19 11:19:05 -0800,,Athens 568487509958774784,negative,1.0,Late Flight,0.6804,United,,pdxmucci,,0,"@united MR, she's on her way now, but thought id detail the extravaganza for you... #dobetter #please http://t.co/V8PVpHMtZc",,2015-02-19 11:09:19 -0800,"Portland, OR", 568486216464785408,neutral,1.0,,,United,,Spofforth58,,0,@united Hi if a premium ec upgrade was paid for & then a mileage BF upgrade done is the prem Eco upgrade fare refunded?,,2015-02-19 11:04:10 -0800,, 568485707993497603,neutral,1.0,,,United,,deaffriendlyUSA,,0,"@United, #deaffriendly? Getting there. Read your review on http://t.co/2Brt0aTHaU: http://t.co/WzNp5q1M0H",,2015-02-19 11:02:09 -0800,,Arizona 568484777336172546,negative,1.0,Customer Service Issue,1.0,United,,MissMcB76,,1,@united we followed the baggage rules on your website and was still charges $150. But only going one way,,2015-02-19 10:58:27 -0800,PA, 568484603658420224,negative,0.7044,Customer Service Issue,0.7044,United,,vina_love,,0,@united I sent you a dm hours ago,,2015-02-19 10:57:46 -0800,ny,Quito 568484161356476416,negative,1.0,Lost Luggage,1.0,United,,christinerimay,,0,@united Need to track lost luggage being shipped to me. Need ph # for human. Not automated 800-335-2247.,,2015-02-19 10:56:00 -0800,Someplace saving something,Eastern Time (US & Canada) 568482353254928384,neutral,1.0,,,United,,Ssanchik,,0,@united DM the conf # to you - did you receive it?,,2015-02-19 10:48:49 -0800,, 568481989776564224,negative,0.7069,Can't Tell,0.3583,United,,MissMcB76,,0,@united no it weighed 45.5 and it was the only checked bag,,2015-02-19 10:47:22 -0800,PA, 568481405681999872,neutral,1.0,,,United,,ljsbrooks,,0,@united still waiting for a response on whether or not you allow use of a rear facing car seat on an ERJ145.,,2015-02-19 10:45:03 -0800,, 568479942146707456,negative,1.0,Can't Tell,0.6663,United,,jenny0z,,0,"@united nonrefundable, hence I wrote $200! Doesn't make sense for my 150 credit. #nothanks",,2015-02-19 10:39:14 -0800,new york city , 568476370130628608,negative,1.0,Flight Booking Problems,1.0,United,,njsummerBREEze,,1,@united your website was down all day yesterday- tried 3x put all info in&didnt go thru- today the flight I bought went up!,,2015-02-19 10:25:03 -0800,,Central Time (US & Canada) 568475497275002880,negative,1.0,Late Flight,1.0,United,,peteeustic,,0,@united you do realize my wife is waiting on a delayed flight at this very moment. I'm not sure I understand your tweet.,,2015-02-19 10:21:34 -0800,, 568475039680434176,negative,1.0,Can't Tell,0.6474,United,,marmaidz,,0,@united I'm a minor and freaking out bc I might not make my connecting flight to Hawaii so yes I'm frustrated,,2015-02-19 10:19:45 -0800,,Hawaii 568474931207352320,positive,0.6842,,0.0,United,,LeanneComedy,,0,@united so sorry. I ended up on US Air flight. Thank you though for getting back to me:),"[35.8924655, -84.19243176]",2015-02-19 10:19:20 -0800,,Eastern Time (US & Canada) 568474866753667072,negative,1.0,Can't Tell,0.6578,United,,MissMcB76,,0,@united I have been denied. Not sure how you charge $150 one way then $25 on way hime,,2015-02-19 10:19:04 -0800,PA, 568473862083461121,neutral,0.6614,,0.0,United,,jaredmatfess,,1,@united @estellevw does she need to complain on Twitter for the refund or is it auto-applied?,,2015-02-19 10:15:05 -0800,"iPhone: 41.871374,-72.497792",Eastern Time (US & Canada) 568473140654788609,negative,1.0,Customer Service Issue,1.0,United,,souleyoga,,0,"@united even so, change could not be made online- instructed to call an agent- maybe the syastem should allow agents 2 link passengers!",,2015-02-19 10:12:13 -0800,"iPhone: 40.773155,-73.872490",Eastern Time (US & Canada) 568471651114811393,negative,1.0,Can't Tell,1.0,United,,Jewelsia26,,0,@united Case ID 8544484,,2015-02-19 10:06:17 -0800,Los Angeles,Pacific Time (US & Canada) 568471227418832896,neutral,1.0,,,United,,iamtedking,,0,"@united no, I have a pricey Chase Mileage Plus CC.",,2015-02-19 10:04:36 -0800,,Eastern Time (US & Canada) 568469807189790720,negative,1.0,Bad Flight,0.6967,United,,ResearchDad,,0,@united your Airbus a320 seats are awful. They don't recline.,,2015-02-19 09:58:58 -0800,usa,Arizona 568469582295379969,negative,1.0,Can't Tell,1.0,United,,nicolasmm,,0,@united to DM you I have to follow you and I'm not doing that. Plus they're no more options. That's why I had to fly with you. #epicfail,,2015-02-19 09:58:04 -0800,,Central Time (US & Canada) 568468959663489025,positive,1.0,,,United,,NoviceFlyer,,0,@United great way to start my vacation with an on time departure! Looking forward to my global first class suite!,,2015-02-19 09:55:36 -0800,"Tulsa, OK",Central Time (US & Canada) 568468732441276416,neutral,1.0,,,United,,danteusa1,,0,"@united I have 2d and 3d embossed badges and patches superior to the ones you are currently using. http://t.co/3fq3XElbOn",,2015-02-19 09:54:42 -0800,, 568468724048646145,negative,1.0,Late Flight,0.6854,United,,Brennej,,0,@united - why am I sitting on this plane for an hour after scheduled takeoff without a cloud in the sky? #keepusguessing #isthisyourfirsttry,,2015-02-19 09:54:40 -0800,, 568468409471492096,positive,0.6632,,0.0,United,,canmoregolfer,,0,@united Thank you for responding so promptly! I look forward to the 240 kms drive to the office to file a claim.,,2015-02-19 09:53:25 -0800,, 568468054306193408,positive,0.6544,,,United,,BTMarleyCoffee,,0,@united that would be great,,2015-02-19 09:52:00 -0800,Denver Colorado,Mountain Time (US & Canada) 568466895554408448,neutral,0.6714,,0.0,United,,PaulBEsteves,,0,"@united Death in the family cannot make flight tomorrow. Phone rep quoted $440 per person fee, which is almost the cost of ticket. Help?",,2015-02-19 09:47:24 -0800,Brooklyn,Eastern Time (US & Canada) 568466673990307840,negative,1.0,Late Flight,0.6949,United,,theo,,0,"@united of the airplane otherwise they would call the Police, because the flight had to take off before 12h30am",,2015-02-19 09:46:31 -0800,São Paulo / Brasil,Brasilia 568466370205237248,negative,1.0,Can't Tell,0.3663,United,,jkentakula,,1,@united @perfectomobile huh? I have sent 16 crash reports in Feb alone. 8 in one day. Only app I have that consistently crashes.,,2015-02-19 09:45:18 -0800,, 568466243210108928,negative,1.0,Flight Attendant Complaints,0.6515,United,,theo,,0,"@united I was abused , threatened and forced to travel in a lower cabine (last seat) in yesterday's flight from Houston to Sao Paulo",,2015-02-19 09:44:48 -0800,São Paulo / Brasil,Brasilia 568465710629826560,positive,0.6639,,,United,,jong_pj,,0,@united You're welcome.,,2015-02-19 09:42:41 -0800,"Almere, The Netherlands", 568464076122279937,negative,1.0,Customer Service Issue,1.0,United,,Ssanchik,,0,@united Contacted yesterday and was told that there's nothing they can do - they suggested I email for some compensation ??? cust service???,,2015-02-19 09:36:11 -0800,, 568463707795095552,neutral,1.0,,,United,,TheBIGCafeteria,,0,@united I'm a UA 1k. I think it's @iamtedking who was looking for help,,2015-02-19 09:34:44 -0800,"LA | SF | Bicycle | 38,000'",Pacific Time (US & Canada) 568463644503240704,neutral,1.0,,,United,,JerseyRic,,0,@united RES # 0167560070877 Fsqthg Thanks,,2015-02-19 09:34:29 -0800,North Jersey,Eastern Time (US & Canada) 568462632719491072,negative,1.0,Customer Service Issue,0.6664,United,,PAIGER33,,2,"@united unfortunately, that doesn't help. Just an automated computer.",,2015-02-19 09:30:27 -0800,,Central Time (US & Canada) 568462402875863041,positive,1.0,,,United,,stewartmramsay,,0,@united flt 1583 EWR to SFO excellent service. Friendly flight attendants. made the 6AM flight a very good start to the day.,,2015-02-19 09:29:33 -0800,"Walnut Creek, CA when I'm ther", 568462177415372801,positive,1.0,,,United,,DeltaBravo33,,0,@united Yes ! :D (Y) From @therealaviation on Instagram :),,2015-02-19 09:28:39 -0800,France, 568461830584029184,neutral,1.0,,,United,,z1y2x3,,0,@united @perfectomobile You really shouldn't use the word 'crashing.' Just sayin'.,,2015-02-19 09:27:16 -0800,East&West Coasts & the South,Eastern Time (US & Canada) 568460680367644672,negative,1.0,Late Flight,1.0,United,,nabia90,,0,@united airlines delayed our flight on the way to Chicago and leaving Chicago. Next time @Delta it is.,,2015-02-19 09:22:42 -0800,, 568460278662193152,negative,1.0,Customer Service Issue,1.0,United,,27_POWERS,,0,@united They inquire and then do nothing about it...pretend they’re interested. Responded to your DM and no response back...,,2015-02-19 09:21:06 -0800,"Costa Mesa, CA",Pacific Time (US & Canada) 568460037737324545,neutral,1.0,,,United,,JerseyRic,,0,"@united need assistance to change flight to get to an ailing parent.. have flight leaving Tuesday need to change ASAP to sooner #custserv",,2015-02-19 09:20:09 -0800,North Jersey,Eastern Time (US & Canada) 568458999798108160,negative,1.0,Can't Tell,1.0,United,,sherrirosen,,0,@united I must stop my relationship with you. You've become greedy and heartless and our long term relationship is over,"[0.0, 0.0]",2015-02-19 09:16:01 -0800,New York City,Eastern Time (US & Canada) 568458813189197824,negative,1.0,Customer Service Issue,1.0,United,,YeahNoPriesty,,0,@united your customer service is lacking and you owe me a @GoPro camera. I also appreciate not being interrupted every time I speak Thanks,,2015-02-19 09:15:17 -0800,"Chicago, Il",Central Time (US & Canada) 568458701046050816,neutral,0.6507,,0.0,United,,ellieINchicago,,0,@united you need to follow me I order for me to DM....,"[34.06979432, -117.57757056]",2015-02-19 09:14:50 -0800,"Chicago, IL",Central Time (US & Canada) 568457810066800640,negative,1.0,Can't Tell,0.6188,United,,estellevw,,1,@united Can i get a refund? I would like to book on a better airline.,,2015-02-19 09:11:18 -0800,"On a couch, with a computer.",Pacific Time (US & Canada) 568457549973987328,negative,1.0,Customer Service Issue,1.0,United,,Ssanchik,,0,@united whom can I call to discuss - as I was told that united has no phone contact with passengers - this is absurd...,,2015-02-19 09:10:16 -0800,, 568457483301339136,negative,1.0,Lost Luggage,0.3445,United,,DMSHIPMAN915,,0,@united messaged you as requested- and called your baggage team again. It's STILL in Newark. please help or let me know next steps!!,,2015-02-19 09:10:00 -0800,Germany, 568456895515607040,neutral,0.6525,,0.0,United,,AndavoTravel,,0,@united Airlines is changing #mileageplus program March 1 http://t.co/4ojE523PTw,,2015-02-19 09:07:39 -0800,,Mountain Time (US & Canada) 568456844429160448,neutral,1.0,,,United,,morrisls,,0,@united There is only one club at LAX - in terminal 7 across from gate 71,,2015-02-19 09:07:27 -0800,,Quito 568454694756069376,neutral,0.6667,,0.0,United,,NathanNmred4,,0,@united @perfectomobile Definately not an award for employer of the year #united13,,2015-02-19 08:58:55 -0800,, 568454607040606208,negative,0.6723,Customer Service Issue,0.3594,United,,SaintAwesome504,,0,"@united I guess that's not the busiest route, so based on traffic/fuel costs, regional jet is the decision, but still not great 4 travelers.",,2015-02-19 08:58:34 -0800,, 568454386617356291,negative,1.0,Late Flight,1.0,United,,kylry,,1,@united Flight delayed 40 minutes in ORD because plane didn’t have all the food. That should be fixed in the future. It’s a dumb delay.,,2015-02-19 08:57:41 -0800,,Atlantic Time (Canada) 568450710553174016,neutral,1.0,,,United,,JerseyRic,,0,"@united Need to change flight from this Tuesday to sooner to attend to ailing parent in FL, Need help!! #custserv",,2015-02-19 08:43:05 -0800,North Jersey,Eastern Time (US & Canada) 568450642085171200,negative,1.0,Customer Service Issue,1.0,United,,PAIGER33,,0,@united need to chat with an actual human ASAP!,,2015-02-19 08:42:49 -0800,,Central Time (US & Canada) 568450413365571584,neutral,1.0,,,United,,slackmistress,,0,@united I have already emailed but I didn't know if it was more expedient to contact you here. Please advise. Thanks.,,2015-02-19 08:41:54 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568450262706167808,negative,0.6628,Can't Tell,0.3466,United,,slackmistress,,0,"@united I got an email saying ""changes to my MileagePlus account are confirmed"" but I didn't make any changes. Help?",,2015-02-19 08:41:18 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568450237028798464,neutral,1.0,,,United,,elloecho,,0,@united yes when I landed.,,2015-02-19 08:41:12 -0800,"Near Washington, DC",Eastern Time (US & Canada) 568450017649778688,positive,1.0,,,United,,melanie_seibert,,0,@united Joni did a great job on flight 5653 to LAX. Thanks for a great flight.,,2015-02-19 08:40:20 -0800,Texas,Central Time (US & Canada) 568449164951953408,positive,1.0,,,United,,KP_Pearl,,0,@united So far so good. Just stepped down in Denver. Next Stop Portland!,,2015-02-19 08:36:56 -0800,"New York, NY",Central Time (US & Canada) 568446906524950528,negative,1.0,Late Flight,0.6768,United,,hvonschroeter,,0,@united 3/10 disappointed in the service. Will be missing my connection after over an hour delay + cramped seats. At least their app is good,,2015-02-19 08:27:58 -0800,, 568444328873467905,negative,1.0,Customer Service Issue,1.0,United,,MissMcB76,,0,@united what a joke. Hang up on customers!!,,2015-02-19 08:17:43 -0800,PA, 568444042851323904,negative,1.0,Customer Service Issue,1.0,United,,MissMcB76,,0,@united Over charged me one way for baggage.find out others leaving Pittsburgh with same equipment weren't charged Just hung up on me!!,,2015-02-19 08:16:35 -0800,PA, 568443923485437952,positive,1.0,,,United,,SonyaSloanMD,,0,@united #OrthoDoc on-call to in-flight! Glad to have been of service!,,2015-02-19 08:16:07 -0800,"Houston, TX, USA",Central Time (US & Canada) 568441968327573504,negative,1.0,Customer Service Issue,1.0,United,,uncmnwellness,,1,"@united So publicly you asked for details on my flt. Sent you a DM, like you asked, and have yet (2 days) to hear from you. #unitedfail",,2015-02-19 08:08:21 -0800,"Ventura, California",Pacific Time (US & Canada) 568441679503495169,positive,0.6779,,0.0,United,,llbeefpatties,,0,@united flight attendant regains karma by giving big sweaty dad cold water. Guy was running & carrying his daughter. Last one onboard.,,2015-02-19 08:07:12 -0800,, 568438982301917184,negative,0.6806,Can't Tell,0.3551,United,,caraweikel,,0,"@united really hoping to get some help here. On my 5th attempt to get a resolution, and lost count of transfers. help please! #mileageplus",,2015-02-19 07:56:29 -0800,Washington DC Metro Area,Eastern Time (US & Canada) 568438724708544514,neutral,1.0,,,United,,TheBIGCafeteria,,0,@united @iamtedking http://t.co/UCZzP9YpHk click lounges tab. Need to be flying on supported S/A airline,,2015-02-19 07:55:27 -0800,"LA | SF | Bicycle | 38,000'",Pacific Time (US & Canada) 568438094652956673,negative,0.7036,Lost Luggage,0.7036,United,,vina_love,,0,@united I sent you a dm with my file reference number.. I just want to know if someone has located my bag even if it's not here yet.,,2015-02-19 07:52:57 -0800,ny,Quito 568437450927955969,positive,1.0,,,United,,eghoniem,,0,@united I just want shout out a thank the pilots and staff on the Feb 13 flight from Newark to Boston at 4:40pm. They were super helpful!,,2015-02-19 07:50:24 -0800,"Winchester, MA",Eastern Time (US & Canada) 568437324587012096,negative,1.0,Late Flight,0.6557,United,,craver,,0,@united can you help from there? UA4935 can't take off without missing galley cart that no one can find. Pax all seated for last hour.,,2015-02-19 07:49:53 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568437120966258688,neutral,0.6571,,,United,,kzone7,,0,"@united For my Grandma Ella's 80th, she would love a birthday greeting from your flight crew! She was a stewardess for Eastern Airlines.",,2015-02-19 07:49:05 -0800,"Long Island, NY",Eastern Time (US & Canada) 568435938264625152,neutral,1.0,,,United,,PAFCAUAL,,3,"@united is hiring - Flight Dispatcher - Chicago, IL (Network Operations Centerl) https://t.co/lio6oCpTEQ",,2015-02-19 07:44:23 -0800,"Chicago, IL",Central Time (US & Canada) 568435290722975745,negative,1.0,Can't Tell,0.6968,United,,nickonken,,0,"@united That doesn’t make any sense. I’ve been 1K for over 5 years, and you’re making it harder to keep me loyal.",,2015-02-19 07:41:48 -0800,"New York, NY",Pacific Time (US & Canada) 568435244841500673,neutral,1.0,,,United,,msteckling,,0,@united have all 747-400s been updated with power outlets and seat-back TVs yet? Flying ORD to Tokyo-Narita on the 28th,,2015-02-19 07:41:38 -0800,"Chicago, IL",Central Time (US & Canada) 568434065067491328,negative,0.6489,Can't Tell,0.3298,United,,pdxmucci,,0,"@united I need you to get my cousin to PDX, she's on 2 days of travel now and we've had to hire other sitters til she arrives, thx for that",,2015-02-19 07:36:56 -0800,"Portland, OR", 568433759919452160,positive,0.6669,,0.0,United,,BurgerFreshh,,0,@united Keep the flights cheap and early/on time and you are good. Flew @AmericanAir and Cancelled Flightled my flight 4 times last month. United>,,2015-02-19 07:35:44 -0800,"Houston, Tx & Old Bridge, NJ ",Eastern Time (US & Canada) 568433610765815808,negative,1.0,Cancelled Flight,0.3626,United,,alex_nieves,,0,@united the Premier desk was able to rebook me with our friends at @AmericanAir. Only problem is now I have to pay for a checked bag :/,,2015-02-19 07:35:08 -0800,Connecticut,Quito 568433493987844096,negative,1.0,Lost Luggage,0.6619,United,,hire_llc,,0,"@united I did, and as I thought, nothing happened",,2015-02-19 07:34:40 -0800,, 568433431471886336,negative,0.6479,Flight Booking Problems,0.6479,United,,scout_mb,,0,@united I'm not booked on a 1:30 return flight..,,2015-02-19 07:34:25 -0800,,Eastern Time (US & Canada) 568432918110064640,negative,1.0,Customer Service Issue,0.3636,United,,scout_mb,,0,@united the flt TO ORD is correct. Per my DM- it is the flight from ORD to CVG I was charged for incorrectly,,2015-02-19 07:32:23 -0800,,Eastern Time (US & Canada) 568432782386466816,negative,1.0,Customer Service Issue,1.0,United,,chaduragt,,0,"@united You need to change the way customer service is handled! I have been waiting for a supervisor to contact me for 17 days, what gives?",,2015-02-19 07:31:50 -0800,, 568431125502144512,negative,1.0,Lost Luggage,1.0,United,,PAIGER33,,0,@united I need to talk with an actual person about missing luggage. Please advise on how to make that happen.,,2015-02-19 07:25:15 -0800,,Central Time (US & Canada) 568431007654924288,negative,1.0,Late Flight,1.0,United,,mfaywu,,0,@united I know I can see that too but now estimated time of dep. is 10am. I don't understand why there wasn't a better estimate 3 hrs ago,,2015-02-19 07:24:47 -0800,"Los Angeles, CA",Arizona 568429641699954688,neutral,1.0,,,United,,iamtedking,,0,@united any news?,,2015-02-19 07:19:22 -0800,,Eastern Time (US & Canada) 568428971504889856,negative,1.0,Can't Tell,0.6364,United,,Brennej,,1,"@united ""where we trick you into making us look popular on Twitter by being the worst airline"" #wellplayed #jokesonus",,2015-02-19 07:16:42 -0800,, 568426849040261120,negative,0.6856,Customer Service Issue,0.3458,United,,jfmusial,,0,@united why do I have to request refund? Why charge twice in first place?,,2015-02-19 07:08:16 -0800,New York,Eastern Time (US & Canada) 568425564282998785,negative,0.657,Customer Service Issue,0.657,United,,alex_nieves,,0,@united I'll be calling soon but going tomorrow like it shows on the app is not a good option,,2015-02-19 07:03:10 -0800,Connecticut,Quito 568424596657078272,negative,0.6619,Customer Service Issue,0.6619,United,,TheClayFox,,0,@united I’ve filled out the form twice. No email. I have a lost item code. Can you verify it was received?,"[0.0, 0.0]",2015-02-19 06:59:19 -0800,New York City (Silicon Alley),Eastern Time (US & Canada) 568424482764931072,positive,1.0,,,United,,scout_mb,,0,@united message sent. Thank you!,,2015-02-19 06:58:52 -0800,,Eastern Time (US & Canada) 568424307031805952,negative,1.0,Can't Tell,0.687,United,,promitsanyal,,0,@united that's what I have been told. But refund doesn't really makeup for the inconvenience caused and the missed meeting... Does it?,,2015-02-19 06:58:10 -0800,Bangalore,New Delhi 568422817601097728,neutral,1.0,,,United,,Cecilia_stories,,0,"@united THIS IS THE YEAR FOR VAN GOGH FANS TO VISIT EUROPE http://t.co/e1EOfthgAJ",,2015-02-19 06:52:15 -0800,Luxembourg,Paris 568422622922469376,neutral,1.0,,,United,,Cecilia_stories,,0,"@united @AmericanAir THIS IS THE YEAR FOR VAN GOGH FANS TO VISIT EUROPE http://t.co/e1EOfthgAJ",,2015-02-19 06:51:28 -0800,Luxembourg,Paris 568421732157161472,negative,1.0,Late Flight,0.6726,United,,jfmusial,,0,"@united please explain why I need to pay bag fees twice, equally $1200, because a delayed flight resulted in bags being rechecked overnight?",,2015-02-19 06:47:56 -0800,New York,Eastern Time (US & Canada) 568419711521841152,negative,1.0,Cancelled Flight,1.0,United,,Brennej,,0,"@united - watched the entire #UNCvsDUKE game on the Tarmac before Cancelled Flighting my flight because crew timed out, right before my 4hr flight....",,2015-02-19 06:39:54 -0800,, 568418165853540352,negative,0.6481,Late Flight,0.3351,United,,promitsanyal,,0,"@united reFlight Booking Problems would not have made me reach on time for my meeting. Also didn't wanna take a chance, Booked myself on @etihad instead",,2015-02-19 06:33:46 -0800,Bangalore,New Delhi 568417968230694912,neutral,0.6554,,0.0,United,,Brennej,,0,@united - who can eat at an airport for $7? #areyounew? #incompetent #no800number #feeltheheat,,2015-02-19 06:32:58 -0800,, 568417151176060929,negative,1.0,Cancelled Flight,0.6863,United,,Brennej,,0,"@united - vacation days: relevant, Ritz in PR for the night: $700, losing a day to idiots and sleeping at the Newark ramada; #priceless",,2015-02-19 06:29:44 -0800,, 568416493446270976,negative,1.0,Lost Luggage,1.0,United,,Brennej,,0,@united - That time when I spent a night trying to sleep in a toddler bed at the airport Ramada without my luggage you kidnapped #furious,,2015-02-19 06:27:07 -0800,, 568414872578465792,negative,1.0,Customer Service Issue,1.0,United,,MSLspeaks,,0,@united I am calling to check on a future flight and your first agent hung up and now you sent me to the pet travel line!! This is HELL!!,,2015-02-19 06:20:40 -0800,"New York, NY",Eastern Time (US & Canada) 568413096940666881,negative,1.0,Flight Booking Problems,0.6657,United,,AnneGillaspie,,0,@united fyi the site/app still shows plenty of the unavailable flights I had errors with. Almost 24 hrs after sellout. Flying @AmericanAir,,2015-02-19 06:13:37 -0800,"Austin, TX",Mountain Time (US & Canada) 568412555045179393,negative,1.0,Can't Tell,0.6381,United,,ybenami,,0,@united sure... You've been saying that for as long as I've been tweeting about your obsolete fleet. Promises are free.,,2015-02-19 06:11:28 -0800,California,Madrid 568412546673352705,positive,0.6629999999999999,,,United,,DMSHIPMAN915,,0,@united followed and messaged. Thanks so much for the help.,,2015-02-19 06:11:26 -0800,Germany, 568411566233804802,neutral,0.6859,,0.0,United,,Stacycole,,0,@united I did not. That's why I am VERY concerned.,,2015-02-19 06:07:32 -0800,"Wisconsin, ya know",Central Time (US & Canada) 568411504497856512,negative,0.6614,Bad Flight,0.6614,United,,jwcriner,,0,@united Please consider letting flyers with no overhead bin items board/deplane first (after first class). Make sense?,,2015-02-19 06:07:17 -0800,"raleigh, nc",Eastern Time (US & Canada) 568408759019524097,negative,1.0,Can't Tell,0.6426,United,,somstanley,,0,@united i will never be flying with #UnitedAirlines ever again. $285 for checked bags? All under 50lbs? #angrycustomer #unitedairlinessuck,,2015-02-19 05:56:23 -0800,"Rosenberg, Texas",Central Time (US & Canada) 568408653562294272,positive,0.6915,,,United,,taylreduarte,,0,@united Thanks JT,,2015-02-19 05:55:58 -0800,"New York, NY",Eastern Time (US & Canada) 568406334787457024,neutral,1.0,,,United,,Stacycole,,0,@united Trying to locate passenger that landed 2 hrs ago in @HeathrowAirport UA938. can you assist? Is flight still in customs? PLEASE help,,2015-02-19 05:46:45 -0800,"Wisconsin, ya know",Central Time (US & Canada) 568405095060099072,positive,1.0,,,United,,TheVintageDJ,,0,@united Thank you! Off to LA to do something very special.,,2015-02-19 05:41:49 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568401790250700800,negative,1.0,Bad Flight,0.6842,United,,WhaddupWorld,,0,@united The flight turned around for mechanical reasons on 1/30/15. Never to fly United again as they don't check their planes properly.,,2015-02-19 05:28:41 -0800,, 568399913358221312,negative,0.6553,Customer Service Issue,0.3401,United,,WeekendInParis,,0,@united Is it customary to upgrade a flight attendant in uniform vs passengers? One is in 1B on flt 1020 now to IAH,,2015-02-19 05:21:14 -0800,,Central Time (US & Canada) 568396209091702784,negative,1.0,Flight Booking Problems,0.3474,United,,RoyHalimMusic,,0,".@united you should really have that addressed somewhere on the website, find that completely irritating & am unable to take my flight now.",,2015-02-19 05:06:31 -0800,CT • MINDLESS EP ON SALE! ⬇️,Pacific Time (US & Canada) 568396205270691840,negative,1.0,Late Flight,1.0,United,,jordanslott,,0,@united UA1740. 4.5 hr mechanical delay all I get is $50 voucher? Will tweet when I book next trip not on UA.,,2015-02-19 05:06:30 -0800,"Jersey City, NJ", 568391639158226944,negative,0.6658,Flight Attendant Complaints,0.6658,United,,llbeefpatties,,0,@united spends 20 minutes beating up a lady about her bag fees. Random stranger comes up and pays the fee. #Randomactsofcorporategreed,,2015-02-19 04:48:21 -0800,, 568390014238916608,neutral,1.0,,,United,,stylistadvocate,,0,@united for a fee...,,2015-02-19 04:41:54 -0800,"Ratner Companies, Hair Cuttery",Eastern Time (US & Canada) 568388502431395840,negative,1.0,Flight Booking Problems,0.6842,United,,mlipschits,,0,@united hi.I am still waiting for the refund. This is ridiculous.Or u approve my tickets or u give me a refund.Please advise wht is going on,,2015-02-19 04:35:53 -0800,Jerusalem-London-Antwerp, 568385303267782656,neutral,0.6969,,0.0,United,,jchatelain,,0,"@united Hi, booked a flight yesterday and received an email w/ confirmation number but today I got this error ""no active flight segments""",,2015-02-19 04:23:11 -0800,Paris,Paris 568383474303959041,neutral,1.0,,,United,,dealswelike,,0,@united any updates with the DOT looking at the united fares from London to the US from last week?,,2015-02-19 04:15:54 -0800,New York,Central Time (US & Canada) 568382290352590848,negative,0.7084,Flight Booking Problems,0.3618,United,,swampynomo,,0,@united thanks ^mr i got rebooked already but I lost my first class seat. Such is life.,,2015-02-19 04:11:12 -0800,NJ/NYC,Eastern Time (US & Canada) 568381535063306241,negative,1.0,Flight Booking Problems,0.6377,United,,cwehrung,,0,"@united booked a flight yesterday, appeared in my account + confirm email but since a few hours all disappeared and err ""no segment in this""",,2015-02-19 04:08:12 -0800,Paris,Paris 568380957012525057,negative,1.0,Customer Service Issue,0.6933,United,,souleyoga,,0,"@united no- we are boarding- but why can't your agents, on the phone, taking care of 1K travellers, link reservations?!?!!",,2015-02-19 04:05:54 -0800,"iPhone: 40.773155,-73.872490",Eastern Time (US & Canada) 568380302114086912,negative,1.0,Customer Service Issue,0.6933,United,,DMSHIPMAN915,,0,"@united EWR ppl told me to call 1800#, have 2x/day since Monday. Still at layover loc. have that ref # tho. Any help appreciated.",,2015-02-19 04:03:18 -0800,Germany, 568380045431058432,negative,0.6545,Flight Attendant Complaints,0.3477,United,,jeremydilts,,0,@united Ruth was VERY helpful in re-routing us to Punta Cana when Dulles connection failed. Other reps- NOT so helpful.,,2015-02-19 04:02:17 -0800,,Eastern Time (US & Canada) 568379326678368256,positive,1.0,,,United,,lalo_haros,,0,@united Thank you!! 😊,,2015-02-19 03:59:26 -0800,Monterrey ,Mountain Time (US & Canada) 568375354982842368,negative,0.6949,Flight Booking Problems,0.3681,United,,souleyoga,,0,@united we booked at the same time AND he called was told confirmed we were linked. Even after he had to make changes to his rez.,,2015-02-19 03:43:39 -0800,"iPhone: 40.773155,-73.872490",Eastern Time (US & Canada) 568374502582816768,negative,1.0,Cancelled Flight,1.0,United,,Enix23,,0,@united you board a 630a flight and then Cancelled Flight it because it doesn't have a pilot? Now I miss my meeting Atlanta because someone slept in?,,2015-02-19 03:40:15 -0800,,Atlantic Time (Canada) 568372335012679680,neutral,0.6737,,0.0,United,,SteefFleur,,0,"@united I don't have a milage number. I can't sent my mail to you via DM, you're not following me. I follow you now, so you can sent me a DM",,2015-02-19 03:31:39 -0800,Amsterdam, 568371161484161025,negative,1.0,Customer Service Issue,1.0,United,,TravelShopVT,,0,@united no response 3 weeks since complaint submitted and 3 days since you all said you would look into it,,2015-02-19 03:26:59 -0800,,Eastern Time (US & Canada) 568370280415899648,negative,0.6381,Can't Tell,0.6381,United,,AndrewEllestad,,0,@united thx. Come hell or high water...,,2015-02-19 03:23:29 -0800,"Boise, Idaho",Mountain Time (US & Canada) 568366109461606400,negative,1.0,Late Flight,0.7237,United,,SchoeckSTIC,,0,"@united worried the cold weather or snow would delay us this morning, but no it was the pilots. #stillwaiting",,2015-02-19 03:06:54 -0800,,Quito 568364889280020481,negative,1.0,Late Flight,0.7185,United,,fatt_matt1,,0,@united rushed through the -6 degree weather to get to the airport on time. Too bad the pilots didn't do the same. #stillwaiting.,,2015-02-19 03:02:03 -0800,"Lexington, Kentucky",Atlantic Time (Canada) 568363838158065664,neutral,0.698,,0.0,United,,katie_sul1,,0,@united refund?,,2015-02-19 02:57:53 -0800,,Eastern Time (US & Canada) 568360704652279809,neutral,0.6691,,0.0,United,,patrick_maness,,0,@united aisle please,,2015-02-19 02:45:26 -0800,Rhode Island,Eastern Time (US & Canada) 568358096290111489,positive,1.0,,,United,,Sebybrubru,,0,@united thanks for the quick reply! I just fill in the form #idnumber8569822 #hopetogetanswersoon,,2015-02-19 02:35:04 -0800,, 568356641877446656,negative,1.0,Customer Service Issue,0.6332,United,,DMSHIPMAN915,,0,"@united - handed a slip of paper,&said to call 1800#. Have called 2x/day trying to get it sent, still @ layover airport.Have that ref # tho.",,2015-02-19 02:29:17 -0800,Germany, 568356065428918272,neutral,0.3748,,0.0,United,,skilleahy,,0,@united @staralliance good. Maybe that will make up for losing my medallion. #ProbablyNot,,2015-02-19 02:27:00 -0800,,Sarajevo 568355672225673216,positive,1.0,,,United,,patrick_maness,,0,@united that's fine. I'll take them.,,2015-02-19 02:25:26 -0800,Rhode Island,Eastern Time (US & Canada) 568355601144680448,neutral,0.6955,,0.0,United,,devonmonique,,0,@united I live abroad and am Flight Booking Problems flights for when I come visit the states :(,"[13.71241507, 100.60468537]",2015-02-19 02:25:09 -0800,"shanghai, china. ",Wellington 568354331503828992,neutral,1.0,,,United,,katie_sul1,,0,@united I have.,,2015-02-19 02:20:06 -0800,,Eastern Time (US & Canada) 568353091407495168,negative,1.0,Customer Service Issue,0.6556,United,,patrick_maness,,0,"@united to recap, you bounced me off my flight, LIED TO ME, then hung up on me. What am I supposed to think/do now?",,2015-02-19 02:15:11 -0800,Rhode Island,Eastern Time (US & Canada) 568352803892150273,positive,1.0,,,United,,MajorBrad,,0,@united thank you! My second flight I already got bumped up to 1st! Love it!,,2015-02-19 02:14:02 -0800,Los Angeles,Pacific Time (US & Canada) 568352692466278400,negative,1.0,Customer Service Issue,1.0,United,,patrick_maness,,0,@united ...she said she would need to get a supervisor. While waiting for the supervisor she hung up on me.,,2015-02-19 02:13:36 -0800,Rhode Island,Eastern Time (US & Canada) 568352500748849153,negative,0.6192,Customer Service Issue,0.6192,United,,patrick_maness,,0,@united ...just called and lady at your overseas call center said she saw no note. I explained the situation...again...,,2015-02-19 02:12:50 -0800,Rhode Island,Eastern Time (US & Canada) 568352134422511616,negative,1.0,Customer Service Issue,0.35100000000000003,United,,patrick_maness,,0,@united ...she could not access seat map so she said she would note the upgrade in my itinerary and to call back Late Flightr...,,2015-02-19 02:11:22 -0800,Rhode Island,Eastern Time (US & Canada) 568351842217947136,negative,0.6629,Customer Service Issue,0.336,United,,patrick_maness,,0,@united spoke to someone on your feedback line last night who said she would get me a preferred choice seat for today...,,2015-02-19 02:10:13 -0800,Rhode Island,Eastern Time (US & Canada) 568350913858965504,positive,1.0,,,United,,ORIMALAYS,,0,"@united all goods, I'll call tomorrow, thanks.",,2015-02-19 02:06:31 -0800,SYD▫️,Sydney 568342540837105664,neutral,1.0,,,United,,patrick_maness,,0,@united next day,,2015-02-19 01:33:15 -0800,Rhode Island,Eastern Time (US & Canada) 568337096177528832,neutral,0.66,,0.0,United,,TheClayFox,,0,@united I filled out the form but I haven’t received any sort of email confirmation that it’s been received. Is that normal?,"[0.0, 0.0]",2015-02-19 01:11:37 -0800,New York City (Silicon Alley),Eastern Time (US & Canada) 568332024802447361,negative,1.0,Lost Luggage,1.0,United,,ellieINchicago,,0,@united loses my luggage and @hotelstonight loses my reservation. after a 10 hour travel day. I just want to get to @StartingBloc in the am!,"[34.06978184, -117.57752166]",2015-02-19 00:51:28 -0800,"Chicago, IL",Central Time (US & Canada) 568328533421867008,negative,1.0,Lost Luggage,0.6667,United,,ellieINchicago,,0,@united oh flight was fine. my lost luggage? not so much. looks like I'll be at least a half day Late Flight to my conference in Santa Monica...,"[34.06071437, -117.59814212]",2015-02-19 00:37:36 -0800,"Chicago, IL",Central Time (US & Canada) 568323479826771968,negative,1.0,Bad Flight,0.6782,United,,Sebybrubru,,0,@united 8h flight without a working screen for me and my friend and not possible to move to another place #unitedfails#worsttripofmylife,,2015-02-19 00:17:31 -0800,, 568309328127655936,neutral,0.662,,,United,,AirUKPhoto,,2,@united @UnitedFlyerHD @United_Airline N26902 Dreamliner leaves London Heathrow. @B787fans http://t.co/aI0Yzwt8Za,,2015-02-18 23:21:17 -0800,London Heathrow., 568308793005617152,negative,1.0,Bad Flight,0.6813,United,,themkhiggy,,0,@united ^GJ flight 1101 didn't have wifi even though it was promised to by your ground crew. #AnotherDisappointment,,2015-02-18 23:19:09 -0800,"Houston, TX",Central Time (US & Canada) 568308464985903104,negative,1.0,Late Flight,1.0,United,,themkhiggy,,0,@united ^GJ I will. You have to agree that 7+ hours Late Flight for arrival is unacceptable. I only hope and pray my bag is here.,,2015-02-18 23:17:51 -0800,"Houston, TX",Central Time (US & Canada) 568303933774532608,negative,1.0,Can't Tell,0.6753,United,,2cJustice4all,,0,"@united : Unhappy with United's service? Read Ralph Nader's open letter to UAL's CEO. Leave a comment or RT. http://t.co/O0745APIau",,2015-02-18 22:59:51 -0800,Chicago Illinois Crime.Inc,Central Time (US & Canada) 568302985802956800,neutral,1.0,,,United,,jeremymcmillan,,0,@united ok. Can I DM you the info?,,2015-02-18 22:56:05 -0800,"ÜT: 37.748534,127.066482",Pacific Time (US & Canada) 568298659537915904,negative,1.0,Customer Service Issue,1.0,United,,jjpd5,,0,@united the best seats should be for paying customers and we should get to board first #badcustomerservice,,2015-02-18 22:38:53 -0800,, 568298411163852800,negative,1.0,Can't Tell,0.6652,United,,jjpd5,,0,@united this happens all the time. United pilots are always in the exit row. America treats there customers better than their employees.,,2015-02-18 22:37:54 -0800,, 568295728272900096,negative,1.0,Flight Attendant Complaints,0.6847,United,,jjpd5,,0,@united yes when I got to the gate I specifically asked if there where any other seats. Very discouraging to walk past the crew. 37d,,2015-02-18 22:27:14 -0800,, 568291966909181952,neutral,0.6781,,0.0,United,,drooln,,0,"@united KOA-LAX should have fresh food service, right?",,2015-02-18 22:12:17 -0800,"Keauhou, Hawaii USA",Hawaii 568290894992039936,positive,0.6904,,0.0,United,,annemariee46,,0,@united OMG THANK U😻😻😻,,2015-02-18 22:08:02 -0800,,Hawaii 568288672627318784,negative,1.0,Flight Booking Problems,0.6775,United,,AnneGillaspie,,0,@united unavailable leg that registered hours after being sold out. Only option to offer after 45min was +$400/ticket or Travelocity (2of2),,2015-02-18 21:59:12 -0800,"Austin, TX",Mountain Time (US & Canada) 568287936820572160,negative,1.0,Flight Booking Problems,0.3573,United,,AnneGillaspie,,0,@united error message said couldn't process request at the last step after seat selection on each leg. Agent was unaware of an (1 of 2),,2015-02-18 21:56:17 -0800,"Austin, TX",Mountain Time (US & Canada) 568286497796812800,negative,1.0,Late Flight,1.0,United,,Hanagavadi,,0,"@united 4348 soon going to have more wait time for a gate, in empty MSP airport than it was in flight 50 min and still counting...",,2015-02-18 21:50:33 -0800,, 568283819477839872,negative,1.0,Late Flight,0.6816,United,,Hanagavadi,,0,@united ... horrible wait time on 4348 to get a gate ..shows total miss management . Value customer time and respect thier sentiment,,2015-02-18 21:39:55 -0800,, 568282692845842432,negative,1.0,Customer Service Issue,0.6679999999999999,United,,Hanagavadi,,1,"@united very disappointed by the service starting from gate operator at BOS , who was rude in stopping a carry-on bag...",,2015-02-18 21:35:26 -0800,, 568282656590282754,negative,1.0,Bad Flight,0.3481,United,,GoldBuyingGirl,,0,@united your service sucks to Mexico from houston. You finally realized that snacks in1st don't work you cheap as);:,,2015-02-18 21:35:18 -0800,"Houston, Texas",Central Time (US & Canada) 568281801480904704,neutral,0.6355,,,United,,TiffanyHaverly,,0,@united will do. Thank you!,,2015-02-18 21:31:54 -0800,Washington D.C.,Eastern Time (US & Canada) 568281631443841024,neutral,0.6862,,,United,,MikeFromRBLX,,0,"@united Okay, thank you both.",,2015-02-18 21:31:13 -0800,roblox.com,Eastern Time (US & Canada) 568281546999754752,neutral,0.6842,,0.0,United,,drooln,,0,"@united they had snacks available, just no fresh food...not sure what happened, but I'm sure we will grab a bite before our SFO connection",,2015-02-18 21:30:53 -0800,"Keauhou, Hawaii USA",Hawaii 568280611552681985,negative,0.6635,Customer Service Issue,0.3481,United,,alafairburke,,0,"@united if guy on flight 1230 follows through on threat to sue because he couldn’t carry on 3 bags, I will defend you for free.",,2015-02-18 21:27:10 -0800,New York,Quito 568280527305715712,neutral,0.7041,,,United,,KarlSoule,,0,@united done as requested.,"[1.3523078, 103.8637764]",2015-02-18 21:26:50 -0800,Singapore,Singapore 568279456780980226,negative,0.6508,Flight Attendant Complaints,0.3535,United,,alafairburke,,0,@united Pls post video of belligerent jerk ranting at SFO (1230) that's he's going to sue you for making him check his 3rd bag. He's a hoot!,,2015-02-18 21:22:35 -0800,New York,Quito 568278936561401856,negative,1.0,Customer Service Issue,1.0,United,,themkhiggy,,0,@united ^GJ I do believe that this is hands down the worst service I've EVER experienced. Makes @comcast look amazing. #UnitedAirlines,,2015-02-18 21:20:31 -0800,"Houston, TX",Central Time (US & Canada) 568278231973044225,positive,1.0,,,United,,froyomama,,0,@united please give special thanks to Aaron in Tampa office for helping me for literally two hours! He's amazing. Mission accomplished!,,2015-02-18 21:17:43 -0800,,Central Time (US & Canada) 568276805972570112,negative,0.6701,Flight Booking Problems,0.3402,United,,TiffanyHaverly,,0,@united I can't tell/purchase through the website because they put us on a Lufthansa flight for the first leg.,,2015-02-18 21:12:03 -0800,Washington D.C.,Eastern Time (US & Canada) 568276144107200512,neutral,0.6667,,,United,,TiffanyHaverly,,0,@united Turkish Airlines rebooked us a United flight on our second leg from FRA -> IAD. Is there any way to check if upgrades are available?,,2015-02-18 21:09:25 -0800,Washington D.C.,Eastern Time (US & Canada) 568275733736353792,neutral,0.6511,,0.0,United,,annemariee46,,0,@united hey I left my favorite blanket on the plane bring it back home to me:-(,,2015-02-18 21:07:47 -0800,,Hawaii 568275380441726977,negative,0.6485,Customer Service Issue,0.3384,United,,themkhiggy,,0,"@united ^GJ funny, I did and the attendant recommended me tweeting you letting you know about my subpar customer service. #RunAround",,2015-02-18 21:06:23 -0800,"Houston, TX",Central Time (US & Canada) 568275123037286400,neutral,1.0,,,United,,RoyHalimMusic,,0,@united followed & DM'd.,,2015-02-18 21:05:22 -0800,CT • MINDLESS EP ON SALE! ⬇️,Pacific Time (US & Canada) 568274855814152192,neutral,1.0,,,United,,dougvansant,,0,@united I want a hotel room and a whiskey.,,2015-02-18 21:04:18 -0800,NYC - DC - LA,Tehran 568272841780682752,neutral,1.0,,,United,,SupaZ22,,0,@united flight...gotta make this connector,,2015-02-18 20:56:18 -0800,"Chicago, Illinois.",Eastern Time (US & Canada) 568272715519561728,neutral,1.0,,,United,,Dayrean,,0,@united - ok noted. All details will be DM'ed to you shortly.,,2015-02-18 20:55:48 -0800,, 568272688273174528,negative,0.6818,Can't Tell,0.6818,United,,CisWowon,,0,@united @staralliance the B gates are very far though,,2015-02-18 20:55:41 -0800,,Bangkok 568272244792631296,negative,1.0,Late Flight,1.0,United,,Atrain_8,,1,"@united UA5029 from RIC, UA507 from ORD, & UA423 from DEN -ALL DELAYED for non-weather issues. Way to go, youre batting 1.000! But no hotels",,2015-02-18 20:53:55 -0800,, 568271741207891968,negative,1.0,Customer Service Issue,0.3696,United,,patrick_maness,,0,@united I would have made it if you hadn't already booked me on another flight and Cancelled Flighted my original reservation.,,2015-02-18 20:51:55 -0800,Rhode Island,Eastern Time (US & Canada) 568271533782622209,negative,1.0,Flight Booking Problems,0.6939,United,,amack604,,0,@united @staralliance how can I book reward travel in August?? Everything is blacked out.,,2015-02-18 20:51:06 -0800,San Francisco,Pacific Time (US & Canada) 568270132956409857,positive,0.6354,,,United,,travelwithMKJ,,0,@united did I win :),,2015-02-18 20:45:32 -0800,Sydney Australia ,Sydney 568269181394817024,negative,0.6267,Flight Booking Problems,0.6267,United,,ImmaMarksThat,,0,@united Trying to change a flight booked just 6 hours ago but online system is charging me $200 fee per passenger... could you please help?,,2015-02-18 20:41:45 -0800,"Washington, DC", 568268831228964864,negative,0.6598,Customer Service Issue,0.3608,United,,spoditrice7,,0,@united I have submitted my complaint. I need to be compensated. How long will this take?,,2015-02-18 20:40:21 -0800,CLE , 568267340405542914,neutral,0.6825,,0.0,United,,DominikZmuda,,0,@united any info on delays at SFO tomorrow due to low clouds?,,2015-02-18 20:34:26 -0800,,Warsaw 568266890499346432,negative,1.0,Bad Flight,0.6927,United,,marylkrupa,,1,"@united because of the horrific flight experience, you guys have made me NEVER want to fly on an airplane every again!!!!!!!","[38.78438914, -104.72749614]",2015-02-18 20:32:39 -0800,"Detroit, Michigan ", 568266347450273793,positive,1.0,,,United,,ccappas123,,0,@united flight to RSW tonight -me & twin 3 year olds. A pilot who was in row by me stayed to help me get the boys & bags off. Lifesaver!!,,2015-02-18 20:30:29 -0800,,Mountain Time (US & Canada) 568265475114663936,negative,1.0,Late Flight,0.6749,United,,grath57,,0,@united My flying United is over...sorry. The Captain still had 20 minutes of pre-flight preparations to make while we sat with no air!,,2015-02-18 20:27:01 -0800,, 568264441906618368,neutral,0.7168,,,United,,vasm21,,0,@united thanks,,2015-02-18 20:22:55 -0800,Panamá, 568264293478744064,positive,0.6246,,,United,,laboyd99,,0,"@united yes, Thx! At 10:35 (landed at 9:20).",,2015-02-18 20:22:20 -0800,, 568263079789608961,negative,0.6328,Flight Booking Problems,0.324,United,,marccabi,,0,@united get a clue. I am a 1K/2mm miler and that is the response you give?,,2015-02-18 20:17:30 -0800,"Mill Valley, CA",Pacific Time (US & Canada) 568262694123339776,negative,1.0,Bad Flight,0.7017,United,,marccabi,,0,@united I was only trying to get my emails. What are you talking about? What most business people expect from airline wifi,,2015-02-18 20:15:58 -0800,"Mill Valley, CA",Pacific Time (US & Canada) 568262481698803712,neutral,0.3512,,0.0,United,,santiagopinzong,,0,"@united we finally just arrive to Bogota, good but long flight!!",,2015-02-18 20:15:08 -0800,Colombia,Central Time (US & Canada) 568261238444167170,negative,1.0,Lost Luggage,1.0,United,,lu0ng,,0,@united it's not there we tried. It's already here in cancun just no one has delivered it,,2015-02-18 20:10:11 -0800,,Alaska 568261172610220033,negative,1.0,Customer Service Issue,0.6526,United,,Atrain_8,,2,"@united what you did was illegal and a breach of contract. I will be in touch but not through your ""customer feedback""",,2015-02-18 20:09:55 -0800,, 568260084230455296,negative,1.0,Customer Service Issue,0.6848,United,,Belendelcanto,,0,@united its not the way to treat your customers we had a lot of issues and it was not worth our headache we went thru,,2015-02-18 20:05:36 -0800,Seattle,Hawaii 568259835474677760,negative,1.0,Customer Service Issue,1.0,United,,Belendelcanto,,0,@united yes we are in EWR and it was corrected but just the fact the it was beought up for us to share rooms is unexpactable,,2015-02-18 20:04:37 -0800,Seattle,Hawaii 568259593773518848,neutral,1.0,,,United,,Austin_Dillman,,0,@united Want to make my day? :) Friend is Premier & I should be soon. Any chance you can upgrade our two 10 hr leg of flights to ecom plus?,,2015-02-18 20:03:39 -0800,"San Francisco, CA",Quito 568258906159501312,negative,1.0,Can't Tell,0.3444,United,,MEGHANson,,0,@united please review and fix your baggage procedures at Dulles because it happens every week when my sister travels there on your airline,,2015-02-18 20:00:55 -0800,"Philadelphia, PA",Pacific Time (US & Canada) 568258846235316225,negative,1.0,Customer Service Issue,1.0,United,,themkhiggy,,0,@united nothing else from you ^GJ? Where is your customer service?,,2015-02-18 20:00:41 -0800,"Houston, TX",Central Time (US & Canada) 568258545772335104,neutral,0.6538,,0.0,United,,140JustinC,,0,@united that's of course in lax,,2015-02-18 19:59:29 -0800,Fredericton NB,Atlantic Time (Canada) 568257389402710016,neutral,1.0,,,United,,140JustinC,,0,@united ok thanks! Where are you counters located? And how Late Flight are they open?,,2015-02-18 19:54:54 -0800,Fredericton NB,Atlantic Time (Canada) 568256563829293056,negative,1.0,Can't Tell,0.3512,United,,themkhiggy,,0,"@united oh no, I'm rebooked, 7+ hours after my original arrival time. We can talk compensation.",,2015-02-18 19:51:37 -0800,"Houston, TX",Central Time (US & Canada) 568255550070362113,negative,1.0,Can't Tell,0.6726,United,,Belendelcanto,,0,@united my coworker that had the same conflict as me with the hotel issue trying to share posted on their facebook page and they erased it!!,,2015-02-18 19:47:35 -0800,Seattle,Hawaii 568254094739148800,negative,1.0,Lost Luggage,1.0,United,,lu0ng,,0,"@united lost my parents luggage to cancun, said it would be delivered to hotel by 7PM, it is now almost 11PM",,2015-02-18 19:41:48 -0800,,Alaska 568252997886545920,negative,1.0,Bad Flight,0.6335,United,,themkhiggy,,0,@united then watched my connecting flight in DEN pull away from the gate only to pull into THE SAME gate. #SlapInTheFace,,2015-02-18 19:37:26 -0800,"Houston, TX",Central Time (US & Canada) 568252909231738880,negative,1.0,Bad Flight,0.6806,United,,critic,,0,"@united @christinebpc ...and on some versions of the 738, row 11 has no window at all. Go ahead, check. We'll wait.","[0.0, 0.0]",2015-02-18 19:37:05 -0800,"Princeton, NJ",Eastern Time (US & Canada) 568252805036638209,negative,1.0,Flight Attendant Complaints,0.3459,United,,themkhiggy,,0,@United I'm pretty sure I've got shin splits from SPRINTING through IAH only to watch my plane pull away from the jet way...,,2015-02-18 19:36:41 -0800,"Houston, TX",Central Time (US & Canada) 568252787756302336,negative,1.0,Late Flight,1.0,United,,Belendelcanto,,0,@united well the income flight to dca to take us to ewr was delayed and it made us miss our connection to FLL so yes hotels were necessary,,2015-02-18 19:36:36 -0800,Seattle,Hawaii 568250452057427970,negative,1.0,Cancelled Flight,1.0,United,,_saranguyen,,0,@united can you please stop Cancelled Flightling your flights? I am trying to get home to take two exams tomorrow. You've Cancelled Flightled 3 flights on me.,,2015-02-18 19:27:20 -0800,"Columbia, MO",Central Time (US & Canada) 568250159689113600,negative,1.0,Customer Service Issue,1.0,United,,vina_love,,0,@united & I've been hung up on twice by your staff. So upset right now,,2015-02-18 19:26:10 -0800,ny,Quito 568250065845944321,neutral,1.0,,,United,,Belendelcanto,,0,@united DCA-EWR Flight #4372,,2015-02-18 19:25:47 -0800,Seattle,Hawaii 568250000028925952,negative,1.0,Lost Luggage,0.3608,United,,laboyd99,,0,"@united 2 hour flight from FLL to Ewr, 1242, now waiting 1 hour plus for bags, no sign yet. What gives????",,2015-02-18 19:25:32 -0800,, 568249421877653505,negative,1.0,Customer Service Issue,0.6292,United,,simplyweber,,1,@united was such a better airline when you were Continental. $75 service fee + $75 Flight Booking Problems fee + $25 talk to a human fee: FU!!!,,2015-02-18 19:23:14 -0800,"East Hanover, NJ",Eastern Time (US & Canada) 568249367590768640,neutral,0.6889,,0.0,United,,140JustinC,,0,@united any chance you could look into my problem from earlier?,,2015-02-18 19:23:01 -0800,Fredericton NB,Atlantic Time (Canada) 568249132323770368,negative,1.0,Lost Luggage,1.0,United,,vina_love,,0,@united this is despicable I spoke to many diff people & everyone is telling me something different I have a claim no. I need my bag now,,2015-02-18 19:22:05 -0800,ny,Quito 568248950450311169,negative,1.0,Bad Flight,0.7124,United,,jjpd5,,0,@united how come the crew traveling on the flight gets a better seat and I get stuck checking my bag and the crews bag got on the flight.,,2015-02-18 19:21:21 -0800,, 568248416418926594,negative,0.6899,Can't Tell,0.3798,United,,caitieamanda,,0,"@united Funny thing happened, we arrived on our flight from Denver at the same gate we are currently scheduled to depart for Sydney at! LOL!",,2015-02-18 19:19:14 -0800,"Brisbane, Australiaaa!",Brisbane 568248245563969536,positive,0.6559,,,United,,caitieamanda,,0,@united I forgot that Intl flights out of LAX don't go from Intl Terminal! Easiest re-check in ever! woo!,,2015-02-18 19:18:33 -0800,"Brisbane, Australiaaa!",Brisbane 568248180057325568,neutral,1.0,,,United,,MarshBrentnall,,0,@united can you please tell me where United flies to from Sydney Australia - pref Asia Pac or US as I have a voucher to redeem.,"[0.0, 0.0]",2015-02-18 19:18:18 -0800,"Rozelle, NSW",Sydney 568246093856641024,negative,1.0,Bad Flight,0.3365,United,,Atrain_8,,3,"@united you can't claim ""weather"" with your hardworking crew pulling seats out of a plane! Do the right thing. But we both know you won't",,2015-02-18 19:10:00 -0800,, 568244663154393088,negative,1.0,Can't Tell,0.6458,United,,Atrain_8,,3,"@united you're missin the point! There was no ""weather"". You're lying! Seats was broken. But u claim ""weather"" to get out of hotels. Classy",,2015-02-18 19:04:19 -0800,, 568243964983308289,negative,1.0,Late Flight,1.0,United,,markymark928,,1,@united are you trying to break a world record for most delayed flights in a year?,,2015-02-18 19:01:33 -0800,"Buffalo, Ny",Quito 568241367396192256,neutral,1.0,,,United,,STLStude,,0,@united I have flights that don't appear to have been applied to my MileagePlus account. Can you help?,,2015-02-18 18:51:14 -0800,"Austin, TX",Central Time (US & Canada) 568240029413163008,neutral,1.0,,,United,,MichHardyTV,,0,"@united @VUSA_Australia I'm just an Aussie cowgirl lookin' for my cowboy. Take me to Fort Worth, Estelle says I'll find him there!","[-33.87144962, 151.20821275]",2015-02-18 18:45:55 -0800,Sydney,Hawaii 568239444500865025,positive,1.0,,,United,,MikeFromRBLX,,0,"@united Okay, thank you for your help :)",,2015-02-18 18:43:35 -0800,roblox.com,Eastern Time (US & Canada) 568238725626355712,negative,1.0,Late Flight,1.0,United,,vassko,,0,@united this is not what captain said! Your 820pm flight to San Francisco is delayed due to weather. UA1416 now departs ....#failagain,"[41.97826134, -87.91247425]",2015-02-18 18:40:44 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568238227791822850,positive,1.0,,,United,,froyomama,,0,@united thanks,,2015-02-18 18:38:45 -0800,,Central Time (US & Canada) 568237684277141504,negative,1.0,Late Flight,1.0,United,,themkhiggy,,0,@united I bet @SouthwestAir doesn't turn a thirty minute delay on an original flight into a 7+ hour delayed arrive time,,2015-02-18 18:36:35 -0800,"Houston, TX",Central Time (US & Canada) 568237654606680064,positive,0.6667,,,United,,travel_today,,0,"@United is the best way to re-unite me with my one true love, shopping in USA's fashion capital #NewYork #unitedVUSA http://t.co/rBn7StUij1",,2015-02-18 18:36:28 -0800,"Sydney, Australia",Sydney 568237611208318976,neutral,0.657,,0.0,United,,doug_kurtz,,0,@United should find a way to distinguish boarding of premier members and credit card holders. Group 2 is too big!,,2015-02-18 18:36:18 -0800,"Dallas, TX",Mountain Time (US & Canada) 568236691397279745,negative,0.6436,Flight Booking Problems,0.3445,United,,theLOdown94,,0,@united final destination was booked through United but with quantas. United has not yet contacted Auckland. I am unaware of case ID number,,2015-02-18 18:32:39 -0800,,Atlantic Time (Canada) 568236000390082560,neutral,0.6529,,0.0,United,,140JustinC,,0,@united was in the air. Just DMd you,,2015-02-18 18:29:54 -0800,Fredericton NB,Atlantic Time (Canada) 568234955672694784,negative,1.0,Can't Tell,0.6702,United,,jbeddigs,,1,@united. Worst flying experiences ever the past three days. Your airline needs to get it together. Lost a customer with me,,2015-02-18 18:25:45 -0800,"Chicago, IL", 568234670166568960,negative,0.6838,Lost Luggage,0.3419,United,,vina_love,,0,@united yes I have,,2015-02-18 18:24:37 -0800,ny,Quito 568234631465734144,negative,1.0,Customer Service Issue,1.0,United,,ravlitcofsky,,0,@united #CustomerService #fail long time flyer switching airlines #frustrated,,2015-02-18 18:24:28 -0800,,Atlantic Time (Canada) 568233965800304640,positive,1.0,,,United,,elisanader,,0,"@united okay - thanks for your help, JT! I appreciate your time!",,2015-02-18 18:21:49 -0800,D.C.ish ,Eastern Time (US & Canada) 568233193738018817,negative,0.664,Can't Tell,0.664,United,,SergioESalas,,0,@united screwed over my professor. Maybe we should tell everyone about @Skiplagged ? #aviation #airport #airline #innovation #startups #tech,,2015-02-18 18:18:45 -0800,,Central Time (US & Canada) 568232723170484224,negative,0.6633,Cancelled Flight,0.3367,United,,ousoonerfanatic,,0,@united @staralliance Now do the right thing and reinstate the tickets you voided #UnitedFail,,2015-02-18 18:16:53 -0800,"Semiahmoo, WA Soonerland",Pacific Time (US & Canada) 568231742449922049,negative,1.0,Customer Service Issue,1.0,United,,TheMouthLAKings,,0,@united negative. Done wasting time with amateurs at customer service. Thanks for at least offering.,,2015-02-18 18:12:59 -0800,"Q's, Staples Center",Pacific Time (US & Canada) 568231586585550848,positive,1.0,,,United,,gasbabe,,0,"@united @staralliance was there few weeks ago AWESOME,bright vibrant, and NO habitrails",,2015-02-18 18:12:22 -0800,Chicagoland, 568231529823891456,positive,1.0,,,United,,pnjarich,,0,"@united no worries - after everyone boarded, the cushions were brought in. Took a while, but they made it here.",,2015-02-18 18:12:08 -0800,"ÜT: 38.006902,-78.502005",Quito 568230767714799616,neutral,0.6383,,,United,,ghidinelli,,0,@united sprinted from C concourse to E and just made it. Coughed up a lung in the process but am now in CLT! Tnx!,"[35.21498347, -80.96071981]",2015-02-18 18:09:06 -0800,"San Francisco, California",Pacific Time (US & Canada) 568230620595417088,neutral,1.0,,,United,,Sophia_Goulet,,0,@united hey! think someone could meet me with my book when I arrive at @loganairports at 10:30? It's yes please #amypoehler. Oscar took it.,,2015-02-18 18:08:31 -0800,Dodging Traffic,Quito 568229032652709888,neutral,0.6405,,0.0,United,,mwbotelho,,0,"@united Hopefully They will give me a feedback, bafore my flight...",,2015-02-18 18:02:13 -0800,Curitiba,Brasilia 568228749696577536,positive,1.0,,,United,,agolod13,,0,"@united Very good flight, thank you!",,2015-02-18 18:01:05 -0800,"Chicago, IL", 568228505160433665,negative,1.0,Customer Service Issue,1.0,United,,froyomama,,0,@united can you DM me? Been on hold with customer service very long time (53 min +) and getting the run-around. Thanks.,,2015-02-18 18:00:07 -0800,,Central Time (US & Canada) 568228257037856768,negative,0.6304,Customer Service Issue,0.6304,United,,sjking2000,,0,@united I'm asking if you can simplify the communications- thx,,2015-02-18 17:59:08 -0800,"California, US",Pacific Time (US & Canada) 568228124263124992,positive,1.0,,,United,,john_escreet,,0,"@united yes #LHRT2 lounge is fantastic, if only the US ones could be remotely similar!",,2015-02-18 17:58:36 -0800,New York,Eastern Time (US & Canada) 568226940139782144,negative,1.0,Lost Luggage,1.0,United,,skyjumper77,,0,@United OMG WHERE IS MY BAG??? YYZUA70435 - enough with the shenanigans already. It's getting real old real quick!!,,2015-02-18 17:53:54 -0800,, 568226026209341441,neutral,1.0,,,United,,lorenzosimpson,,0,@united i now see it's 72 hours. Thanks,,2015-02-18 17:50:16 -0800,,Eastern Time (US & Canada) 568225650760413184,neutral,0.672,,0.0,United,,HelacoHLC,,0,@united We invite to Fallow @HelacoHLC learn about our activities.Prevention Programs of Health by Condom-Rito Family.We R 501(C)(3)Thanks,,2015-02-18 17:48:46 -0800,EIN: 27-0575748 -New York -USA, 568225310753353728,neutral,0.6990000000000001,,,United,,georgetietjen,,0,"@united @staralliance Very nice at LHR, congrats, but I'm sticking with AA/#BA. @AmericanAir @British_Airways",,2015-02-18 17:47:25 -0800,, 568224469480833024,negative,0.6634,Flight Booking Problems,0.3366,United,,lorenzosimpson,,0,@united how long will it take for miles that i re-purchased (they had expired) to show up? I recieved an email that the request had been..,,2015-02-18 17:44:05 -0800,,Eastern Time (US & Canada) 568223557806915585,negative,0.6538,Late Flight,0.3336,United,,patrick_maness,,0,@united Please stall flight 1535 out of ORD. I have to get to SNA tonight.,,2015-02-18 17:40:27 -0800,Rhode Island,Eastern Time (US & Canada) 568221167288344577,positive,1.0,,,United,,TheVeganRD,,0,"@united Thanks, I will!",,2015-02-18 17:30:57 -0800,"Port Townsend, WA",Pacific Time (US & Canada) 568218887973703680,negative,0.7118,longlines,0.3667,United,,KevinLarke,,0,@united can you get a gate for UA4727? Turrible.,,2015-02-18 17:21:54 -0800,"Chicago, IL", 568217863611404288,negative,1.0,Lost Luggage,0.6485,United,,theLOdown94,,0,@united is the worst airline. Lost my luggage delayed my flights and has been very unaccomidating,,2015-02-18 17:17:50 -0800,,Atlantic Time (Canada) 568217304259010560,neutral,0.6416,,0.0,United,,GaryMartinNYC,,0,@united Flight 280,"[40.74389886, -74.12493599]",2015-02-18 17:15:36 -0800,New York City,Eastern Time (US & Canada) 568217301243133952,neutral,0.6452,,,United,,DontenPhoto,,0,@united Flight 1640 (N33289) arrives at @FlyTPA following flight from @iah http://t.co/RvCDA2nnme,,2015-02-18 17:15:36 -0800,"Englewood, Florida",Eastern Time (US & Canada) 568215213620637696,positive,1.0,,,United,,bryce_carey,,0,@united is officially my favorite airline. They have created magic for me all day!!! #friendlyskies #careyon,"[29.98425706, -95.34407392]",2015-02-18 17:07:18 -0800,NC,Eastern Time (US & Canada) 568215154569166848,positive,1.0,,,United,,RobandMeg,,0,"@united we had a wonderful flight attendant named Leah that was with us from lga to den, then den to anchorage!",,2015-02-18 17:07:04 -0800,"Staten Island, NY",Eastern Time (US & Canada) 568215031608815617,positive,1.0,,,United,,confox77,,0,@united I was protected on that flight by gate agent Kerry at LAS. She also did an excellent job getting me to my destination today. Thanks!,,2015-02-18 17:06:35 -0800,,Amsterdam 568215000306724864,neutral,0.6827,,0.0,United,,misslindahong,,0,"@united yes, you can. I will DM.",,2015-02-18 17:06:27 -0800,"St. Louis, MO for now", 568214796514004992,positive,0.6364,,0.0,United,,DexterBerkeley,,0,"@united Your staff, both on deck and in the cabin on UA768 SFO -> BOS were exceptional today. Please tell them well done :)",,2015-02-18 17:05:39 -0800,"Boston, MA",London 568213785426726912,negative,1.0,Customer Service Issue,1.0,United,,jamieduchess,,1,@united I mean is there a real live person somewhere I can go and speak to at Newark post security?,,2015-02-18 17:01:38 -0800,London,Amsterdam 568212521657737216,neutral,1.0,,,United,,JRamosGonzalez,,0,@united hi! I just bought a flight with united through ebokeers from Paris to Miami. Do I have any chance to check that everything is ok?,,2015-02-18 16:56:36 -0800,Barcelona, 568210978447323136,neutral,0.6497,,,United,,OldChickSprints,,0,"@united no worries, I think it’s under control. (the emails are keeping me informed)",,2015-02-18 16:50:28 -0800,"Bend, OR",Arizona 568210563991363584,negative,0.6737,Can't Tell,0.6737,United,,questions_faith,,0,@united i have talked to them...on standby for tomorrow but it doesn't look good. May have to stay here till Friday & that's not guaranteed,,2015-02-18 16:48:49 -0800,"Elkhart, Indiana",Atlantic Time (Canada) 568210483959836672,neutral,1.0,,,United,,MichaelRConroy,,0,@united ^JT is the ORD to PHL flight at 9:15 PM (CDT) delayed? DM I'm kinda hoping not to be stranded at ORD either.,,2015-02-18 16:48:30 -0800,Wherever. ,Eastern Time (US & Canada) 568207908057567232,neutral,1.0,,,United,,stylistadvocate,,0,@united what happened to flight status map? It was so cool..,,2015-02-18 16:38:16 -0800,"Ratner Companies, Hair Cuttery",Eastern Time (US & Canada) 568206570540163072,negative,0.6629999999999999,Bad Flight,0.6629999999999999,United,,Lindsey_Brunell,,0,@united plz don't advertise wifi if it's not gonna work thanks #worstflightever,,2015-02-18 16:32:57 -0800,,Hawaii 568206538147364864,neutral,1.0,,,United,,Miki_Palich,,0,@united Hi guys. I submitted a request for ticket/hotel reimbursement for a delayed/over night stay coming back from the Dominican. Help?,,2015-02-18 16:32:50 -0800,"Los Angeles, California", 568206350804770816,negative,1.0,Customer Service Issue,0.3461,United,,frannie_ryan,,0,"@united Apologize to the President. Once those employees blamed him, I heard it repeated 20 times.",,2015-02-18 16:32:05 -0800,Memphis TN,Central Time (US & Canada) 568206092599218176,neutral,0.6923,,0.0,United,,jamieduchess,,0,"@united yes, I want to complain. Your coworker was neither. Is there a customer service point airside?",,2015-02-18 16:31:03 -0800,London,Amsterdam 568205117368836096,negative,1.0,Can't Tell,0.6647,United,,havecl,,1,@united A change fee of $200. Same exact flight from ATL-HOU is $165. Why a charge of $574? The math doesn't add up.,"[40.03395098, -105.24950187]",2015-02-18 16:27:11 -0800,, 568204808122974209,negative,1.0,Lost Luggage,1.0,United,,vina_love,,0,@united hello. I'm overseas & my bag is lost. I can't call customer service but can you help me?,,2015-02-18 16:25:57 -0800,ny,Quito 568204231271796736,positive,0.6753,,,United,,RobandMeg,,0,"@united landing in anchorage, then on our way to fairbanks! http://t.co/FjkvQMbmaS",,2015-02-18 16:23:40 -0800,"Staten Island, NY",Eastern Time (US & Canada) 568204182676578304,negative,1.0,Can't Tell,1.0,United,,ItsAaronChriz,,0,@united I knew I should've flew @VirginAmerica lol,,2015-02-18 16:23:28 -0800,I'm just a kid from Oak Harbor,Pacific Time (US & Canada) 568204138091307008,negative,1.0,Bad Flight,0.6987,United,,JustOGG,,0,"@united, UA1641 EWR-MCO 17 Feb wifi never connected but allowed me to purchase access twice & charged me. Who do I need to file claim with?",,2015-02-18 16:23:17 -0800,Tweets = My Opinion,Eastern Time (US & Canada) 568204042964332544,positive,0.653,,,United,,parryaftab,,0,@united thnx,,2015-02-18 16:22:55 -0800,,Central Time (US & Canada) 568203839242764288,positive,1.0,,,United,,Joshua_Redman,,0,"@united I will admit, you've been rather good to me over the years. You've still got me hooked. (for now!) Peace.",,2015-02-18 16:22:06 -0800,,Quito 568203785996263424,positive,0.6525,,,United,,mfcompany,,0,@united it's kinda funny. No worries.,,2015-02-18 16:21:53 -0800,Las Vegas,Eastern Time (US & Canada) 568203369053077505,negative,1.0,Flight Attendant Complaints,0.3441,United,,thisismattuk,,0,@united My feedback and concerns via your site aren’t going to improve my poor airport experiences.,"[0.0, 0.0]",2015-02-18 16:20:14 -0800,Cardiff and London,London 568202174917976064,negative,1.0,Customer Service Issue,0.6531,United,,jamieduchess,,0,@united just dropped bags at Newark. Your desk guy was the rudest customer facing person I have met. Even my two children were shocked!,,2015-02-18 16:15:29 -0800,London,Amsterdam 568201465958772736,positive,0.6667,,0.0,United,,taylreduarte,,0,@united great. Looking forward to your response to my DM then,,2015-02-18 16:12:40 -0800,"New York, NY",Eastern Time (US & Canada) 568200385849995264,negative,0.3546,Late Flight,0.3546,United,,OneKLutzyNinja,,0,"@united It was quite enjoyable. 😊 Except now he's stuck on the runway in Houston. 😕",,2015-02-18 16:08:23 -0800,Sun Devil Territory,Arizona 568199122903293952,positive,0.6737,,0.0,United,,promostuff4u,,0,@united thank you for getting our daughter home when @americanair Cancelled Flightled all their flights to Nashville,,2015-02-18 16:03:22 -0800,"Franklin, Tennessee",Central Time (US & Canada) 568198349393768448,positive,1.0,,,United,,jasemccarty,,0,"@united thanks for the re-upgrade to 1st class. It may be a 45 min flight, but it is appreciated.",,2015-02-18 16:00:17 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 568195829238005760,negative,0.6556,Bad Flight,0.3333,United,,JaimeAlexis,,0,"@united makes total sense, except flight wasn't full :) I've got empty seats around me & overheads were more than half open when I boarded.",,2015-02-18 15:50:16 -0800,"San Francisco, CA",Eastern Time (US & Canada) 568195153464143872,neutral,0.6655,,0.0,United,,ItsAaronChriz,,0,"“@united: @ItsAaronChriz Sorry to hear about your flight. Do you need help reFlight Booking Problems?” 👎",,2015-02-18 15:47:35 -0800,I'm just a kid from Oak Harbor,Pacific Time (US & Canada) 568194770524221440,negative,0.6855,Can't Tell,0.34600000000000003,United,,questions_faith,,0,@united now we are trying to get to San Juan from Chicago O'Hare. Having lots of problems. May get a standby flight.,,2015-02-18 15:46:04 -0800,"Elkhart, Indiana",Atlantic Time (Canada) 568194744574214144,neutral,1.0,,,United,,MikeFromRBLX,,0,"@united Alright, thank you. Is there a page that says the routes you have for each aircraft? Specifically the 787.",,2015-02-18 15:45:58 -0800,roblox.com,Eastern Time (US & Canada) 568193817943257088,negative,1.0,Cancelled Flight,0.6701,United,,questions_faith,,0,"@united well sorta....we r trying to get to Aquadilla, PR but only 1 flight goes there a day. All are booked. UA Cancelled Flighted our flight to NJ",,2015-02-18 15:42:17 -0800,"Elkhart, Indiana",Atlantic Time (Canada) 568192567348604928,negative,1.0,Customer Service Issue,1.0,United,,havecl,,0,@united why does it cost $547 to change the city of origin when the same flight on http://t.co/8FMZZOltv9 costs $165 #customerservicefail,,2015-02-18 15:37:19 -0800,, 568192024026996736,neutral,0.6484,,,United,,bethanycknowles,,0,@united I just sent a long note with some suggestions. Thanks for getting back to me.,,2015-02-18 15:35:09 -0800,,Eastern Time (US & Canada) 568191963838746624,neutral,1.0,,,United,,ghidinelli,,0,@united there are at least 3 of us on UA1564 at ORD waiting to deplane to catch UA4232 to CLT. Any chance of waiting to last second for us?,"[41.98084325, -87.90939435]",2015-02-18 15:34:55 -0800,"San Francisco, California",Pacific Time (US & Canada) 568191654986792960,positive,1.0,,,United,,parryaftab,,0,@united @parryaftab done thnx,,2015-02-18 15:33:41 -0800,,Central Time (US & Canada) 568191336764948480,negative,1.0,Customer Service Issue,0.6966,United,,herestorian,,0,"@united, I'm still frustrated I gave up my seat & the promised Travel Certificate was withheld w/o explanation. http://t.co/KvfwajVViD",,2015-02-18 15:32:25 -0800,, 568190725319311360,negative,0.6534,Late Flight,0.6534,United,,jasemccarty,,0,"@united gotta love giving up 1st class upgrade b/c flight delayed, to get another flight (also delayed) just to ensure I make my connection.",,2015-02-18 15:30:00 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 568190276990140417,neutral,1.0,,,United,,vasm21,,0,@united PTY to PIT via IAH,,2015-02-18 15:28:13 -0800,Panamá, 568189949415170048,negative,1.0,Lost Luggage,1.0,United,,mtezna,,0,"@united Not sure what happened @ MSP yesterday, but VERY UNHAPPY my bag was not only delayed, but sat at MSP for 8 hrs b4 delivery @ 2:30 am",,2015-02-18 15:26:55 -0800,Virginia,Eastern Time (US & Canada) 568189520992198656,neutral,1.0,,,United,,ianvalentine,,0,@united Is it possible to redeem miles for one part of a round trip itinerary without having to book two separate reservations?,,2015-02-18 15:25:12 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568189430202130432,negative,0.6632,Can't Tell,0.6632,United,,thekulway,,0,@united I'm flying @AmericanAir on the way back. I rarely fly them but let's see if they are any better....,,2015-02-18 15:24:51 -0800,San Francisco,Pacific Time (US & Canada) 568189390444310528,neutral,0.6413,,,United,,jesisforlovers,,0,@united sent,,2015-02-18 15:24:41 -0800,"Oahu, Hi",Central Time (US & Canada) 568188415524642816,negative,1.0,Late Flight,0.6733,United,,kristen_19,,0,@united it's almost like we're punished for living near a large metro area. EWR was top ranked for domestic delays. Not good,,2015-02-18 15:20:49 -0800,,Quito 568188203397574656,positive,0.3626,,0.0,United,,jjirsa,,0,"@united Honestly, I stopped trying to report things via website. Now I just laugh. Flights work. Miles accrue. I'm sure it's just cosmetic.",,2015-02-18 15:19:58 -0800,Seattle,Pacific Time (US & Canada) 568187636449472513,negative,1.0,Late Flight,1.0,United,,kristen_19,,0,"@united thanks. Weather is understandable, but when every single domestic flight is delayed because of inbound int'l flights, it's crazy",,2015-02-18 15:17:43 -0800,,Quito 568186803930464256,positive,0.6889,,0.0,United,,santiagopinzong,,0,"@united #1007 Houston-Bogota boarding again, safety first, it seems the mechanics fixed the problem faster, good energy to fly home/family",,2015-02-18 15:14:25 -0800,Colombia,Central Time (US & Canada) 568186573965172736,negative,1.0,Lost Luggage,0.6606,United,,Dayrean,,0,@united no tag number. Luggage was taken off the weigh scale and appears to have been sent off on conveyor belt without any tag...,,2015-02-18 15:13:30 -0800,, 568186071114252288,positive,0.7076,,0.0,United,,officialpcoops,,0,@united have reported it. Still in Istanbul at the moment apparently. On the other plane haha. Hats off to the pilot!,,2015-02-18 15:11:30 -0800,, 568186047659507712,neutral,0.6465,,0.0,United,,scofro14,,0,"@united, Understandable. I did try Flight Booking Problems several times for 2 passengers & got the messages I mentioned before. As for the agents price???",,2015-02-18 15:11:24 -0800,,Mountain Time (US & Canada) 568185516971204608,positive,1.0,,,United,,od2be2003,,0,"@united hey awesome! Thanks for the reply, will be filling the form out! @AmericanAir",,2015-02-18 15:09:18 -0800,"Dallas, TX",Eastern Time (US & Canada) 568185339245756416,negative,0.6309,Flight Booking Problems,0.3251,United,,parryaftab,,0,@united flying tomorrow from mexico to US. Mileage tkts dont show 1k status. Help,,2015-02-18 15:08:35 -0800,,Central Time (US & Canada) 568185323668291584,negative,1.0,Lost Luggage,0.6783,United,,Dayrean,,0,@united correct date is 2/11/15!,,2015-02-18 15:08:32 -0800,, 568184886051389440,negative,1.0,Customer Service Issue,0.69,United,,DCconnick,,0,@united 3 phone reps. None could see I was rebooked so missed that flight.Told to go standby for a nonexistent Late Flightr flight. Did I hurt you?,,2015-02-18 15:06:47 -0800,, 568184857538498560,negative,0.7171,Lost Luggage,0.7171,United,,Dayrean,,0,@united a report was filed with the airport police on 11th and 12th February-I have the police case number if required,,2015-02-18 15:06:41 -0800,, 568184231819481088,negative,1.0,Customer Service Issue,0.684,United,,geekydewd,,0,"@united can't DM, you're not following. LLY144. Rebooked on #UA1516 but still need seats.",,2015-02-18 15:04:11 -0800,"CO Springs, Occupied Colorado",Mountain Time (US & Canada) 568183699658944512,negative,1.0,Lost Luggage,0.3366,United,,Dayrean,,0,@united the supervisor on situation- Stacey took all our details-no claim number given to us,,2015-02-18 15:02:04 -0800,, 568183509577125888,negative,1.0,Late Flight,1.0,United,,MattEngelbrecht,,0,@united 1 hour since boarding began and we're still sitting at the gate. #UA507,,2015-02-18 15:01:19 -0800,"Lakewood, Colorado",Mountain Time (US & Canada) 568183502161743873,negative,1.0,Late Flight,1.0,United,,frannie_ryan,,0,@united Tks for reply. PSP employees blamed Late Flight departure on POTUS when main reasons were DVR flt Late Flight & insufficient ground crew to handle,,2015-02-18 15:01:17 -0800,Memphis TN,Central Time (US & Canada) 568181167054196736,negative,1.0,Bad Flight,0.3434,United,,christinebpc,,0,@united took this one just for you. Not a window. Also not fun if you get motion sick. http://t.co/m81rV0blxs,,2015-02-18 14:52:01 -0800,"Houston, Texas",Central Time (US & Canada) 568180799838801920,positive,0.6617,,,United,,AlexSenchak,,0,"@united they are all -pilots, FA and ground personnel doing a great job. Weather is to blame... Who do I talk to about that :)",,2015-02-18 14:50:33 -0800,"Boston, MA ",Atlantic Time (Canada) 568180768804978688,negative,0.6842,Late Flight,0.6842,United,,gailmmath,,0,"@united I find this text funny, considering we are still sitting here because 2 seats need to be changed out. http://t.co/LoLuWfCi11",,2015-02-18 14:50:26 -0800,, 568180525644398593,negative,1.0,Bad Flight,1.0,United,,santiagopinzong,,0,"@united #1007 Houston-Bogota with an engine problem, mechanics trying to ""fix"" the problem, safety first, better to change the plane",,2015-02-18 14:49:28 -0800,Colombia,Central Time (US & Canada) 568179591480811521,negative,0.6598,Flight Attendant Complaints,0.3608,United,,AlexSenchak,,0,@united thanks! Makes sense. Just annoying that it can't be determined better.,,2015-02-18 14:45:45 -0800,"Boston, MA ",Atlantic Time (Canada) 568179117851578369,neutral,0.6593,,0.0,United,,GeorgeMcflyOG,,0,@united patiently drinking and tweeting about my experience,,2015-02-18 14:43:52 -0800,NJ ,Eastern Time (US & Canada) 568178946585579520,negative,1.0,Can't Tell,0.6739,United,,GeorgeMcflyOG,,0,@united you have yourselves to blame for giving me the time to get drunk and tell you how I feel about your overpriced sub par airline,,2015-02-18 14:43:11 -0800,NJ ,Eastern Time (US & Canada) 568178665189711872,negative,1.0,Cancelled Flight,1.0,United,,GeorgeMcflyOG,,0,@united idea: if u don't want us to be frustrated don't Cancelled Flight flights because your crew overflowed a toilet. Get a plumber,,2015-02-18 14:42:04 -0800,NJ ,Eastern Time (US & Canada) 568178240101191681,negative,1.0,Late Flight,1.0,United,,GeorgeMcflyOG,,0,@united I will be patient in my luxurious middle seat on my next delayed flight,,2015-02-18 14:40:23 -0800,NJ ,Eastern Time (US & Canada) 568177910101745666,negative,0.6678,Flight Booking Problems,0.3381,United,,GeorgeMcflyOG,,0,@united I will be patient as your agent explains how you have me booked on a new flight for 6:18 when that plane doesn't arrive until 6:07,,2015-02-18 14:39:04 -0800,NJ ,Eastern Time (US & Canada) 568177609281896449,negative,0.6667,Lost Luggage,0.6667,United,,Dayrean,,0,@united please help trace my luggage which was put through without a name tag on 11 February 2014 at Albuquerque airport,,2015-02-18 14:37:52 -0800,, 568177521327509504,negative,1.0,Customer Service Issue,0.65,United,,GeorgeMcflyOG,,0,@united be patient while I let this string of tweets go out showing people you are bad at your business,,2015-02-18 14:37:31 -0800,NJ ,Eastern Time (US & Canada) 568177321724620800,negative,1.0,Cancelled Flight,0.6629,United,,GeorgeMcflyOG,,0,@united I think you guys had a half full flight at 4 so you held our overbooked 3pm flight to fill the other one then Cancelled Flightled mine,,2015-02-18 14:36:44 -0800,NJ ,Eastern Time (US & Canada) 568176925845237760,neutral,1.0,,,United,,sdgarguilo,,0,"@united's in-flight promo on their TV's includes Brian Williams. Tough to edit that quickly. Not a complaint, just an observation.",,2015-02-18 14:35:09 -0800,Earth (for now...),Eastern Time (US & Canada) 568176902801735680,negative,1.0,Can't Tell,0.7021,United,,frqnttraveler,,1,@united thanks I'll fill out the form that no one reads or responds to.,,2015-02-18 14:35:04 -0800,california, 568176862159110144,negative,1.0,Cancelled Flight,1.0,United,,GeorgeMcflyOG,,0,@united I was patient when they refused to switch my flight Bc of my checked bag then Cancelled Flightled the one I was on,,2015-02-18 14:34:54 -0800,NJ ,Eastern Time (US & Canada) 568176078595985408,negative,1.0,Customer Service Issue,1.0,United,,Astonvillausa,,0,"@united sent DM last week, re: suit regarding your error. No response was given. Please Answer DM or tell me who to send suit to....",,2015-02-18 14:31:47 -0800,"Chicago, Illinois ",Central Time (US & Canada) 568174139531513856,positive,0.6769,,,United,,DCconnick,,0,@united Will have to try standby in Denver tonight or will have to Cancelled Flight father son trip till next year. Thx for trying.,,2015-02-18 14:24:05 -0800,, 568173937714028544,negative,1.0,Late Flight,0.6778,United,,shikai590,,0,@united I wrote to you but got nothing.and I am out of US .It is very simple thing.Will ypu provide compensation for your delay?,,2015-02-18 14:23:17 -0800,, 568172170569887744,neutral,1.0,,,United,,MikeFromRBLX,,0,@united How many 787s do you currently operate and what other aircraft do you operate?,,2015-02-18 14:16:16 -0800,roblox.com,Eastern Time (US & Canada) 568170840174538752,negative,1.0,Customer Service Issue,0.6752,United,,qlyss8,,0,"“@united: @qlyss8 We don't want our customers to be frustrated. Thank you for your patience. ^JT” A lovely sentiment, but not a $180 one.",,2015-02-18 14:10:59 -0800,"Texas, USA",Mountain Time (US & Canada) 568170564289867776,negative,1.0,Customer Service Issue,0.6518,United,,sjking2000,,0,@united 4 different departure / arrival updates for UA304??? In 1hr. Please!,,2015-02-18 14:09:53 -0800,"California, US",Pacific Time (US & Canada) 568170405552205824,negative,0.7047,Bad Flight,0.7047,United,,christinebpc,,0,@united nope. Really. No window at all for 10A. 10F has one. 8 and 11 has one. None for 10A. So sad...,,2015-02-18 14:09:15 -0800,"Houston, Texas",Central Time (US & Canada) 568170198433460224,negative,1.0,Can't Tell,1.0,United,,bethanycknowles,,0,"@united #vegan meals can be more creative than noodles, peas, and zukes. Non-vegan yogurt is not acceptable for a vegan. Can you do better?",,2015-02-18 14:08:26 -0800,,Eastern Time (US & Canada) 568168661732724736,positive,1.0,,,United,,qlyss8,,0,"@united well, thanks for not charging me for switching my two Cancelled Flightled flights anyway. That was pretty nice. #stillmakingmepoorthough",,2015-02-18 14:02:19 -0800,"Texas, USA",Mountain Time (US & Canada) 568168460468895745,positive,1.0,,,United,,ToddWalsh,,0,@united well it IS John Hughes' birthday. But I will stick w the plane & hold off on trains & automobiles. Gate workers are doing well.,,2015-02-18 14:01:31 -0800,"ÜT: 33.449738,-112.049072",Pacific Time (US & Canada) 568167900919382017,negative,0.6871,Can't Tell,0.3552,United,,trueceltsfan,,0,@united - my son left his tablet on plane. Am out of country and can not call easily. Is there an email to contact?,,2015-02-18 13:59:18 -0800,, 568166403246850050,negative,1.0,Customer Service Issue,0.6639,United,,JTMacrizzle,,0,"I will, if you can show me where this new program is beneficial to your longstanding loyal consumers... @united","[0.0, 0.0]",2015-02-18 13:53:21 -0800,"Arlington, VA",Quito 568166195758829568,negative,1.0,Customer Service Issue,0.6861,United,,ptau,,0,@united all i hear is blah blah blah ....you shoulda used that $400 to buy a @burningman ticket instead. & ill be driving there not flying,,2015-02-18 13:52:31 -0800,Chasing Carmen San Diego,Central Time (US & Canada) 568166099184783360,negative,0.6632,Lost Luggage,0.6632,United,,ASID_CEO,,0,"@united yes, supposed to be here by 6PM. I have a Board Meeting tomorrow. Fingers crossed.","[33.5089001, -112.02901444]",2015-02-18 13:52:08 -0800,"Washington, DC",Central Time (US & Canada) 568166054624669696,negative,1.0,Cancelled Flight,0.6677,United,,GeorgeMcflyOG,,0,@united thanks for not letting me switch flights Bc I had a checked bag then Cancelled Flighting my flight forcing me to take another 3 hrs Late Flightr!,,2015-02-18 13:51:58 -0800,NJ ,Eastern Time (US & Canada) 568166027726434304,positive,1.0,,,United,,willyvideo,,0,@united thank you! Love united!! Have 4 flights today!,,2015-02-18 13:51:51 -0800,,Pacific Time (US & Canada) 568165907975053312,positive,1.0,,,United,,kklausser,,0,"@united Just did, thanks for checking! :)",,2015-02-18 13:51:23 -0800,"Jacksonville, FL",Eastern Time (US & Canada) 568165349004316672,negative,1.0,Cancelled Flight,1.0,United,,qlyss8,,0,@united just informed you don't reimburse for issues due to weather. this is why your flights keep getting Cancelled Flightled--Thor hates you,,2015-02-18 13:49:09 -0800,"Texas, USA",Mountain Time (US & Canada) 568165339290169344,negative,1.0,Lost Luggage,1.0,United,,caitieamanda,,0,"@united Midland couldn't get our bags to connect on our Intl flight to Sydney, so have to get em in LA & check em in there.",,2015-02-18 13:49:07 -0800,"Brisbane, Australiaaa!",Brisbane 568164374248067072,negative,1.0,Can't Tell,1.0,United,,OldMarks,,1,@united this may be the last time I fly your airline.,"[38.94494175, -77.45367931]",2015-02-18 13:45:17 -0800,"Mobile, AL.",Central Time (US & Canada) 568164165090709504,negative,1.0,Flight Attendant Complaints,0.6495,United,,DaveGraf1965,,1,"@united Is your company motto: ""I do not care!!!"" I heard several times from your employees to your clients in the past week."" #idonotcare",,2015-02-18 13:44:27 -0800,,Atlantic Time (Canada) 568162409837400064,negative,1.0,Flight Attendant Complaints,0.655,United,,fatihguvenen,,0,@united you should tell that to the staff at LAX then. I boarded group 5 at the very end of the queue as a Gold member. Thanks for nothing.,,2015-02-18 13:37:29 -0800,minneapolis,Central Time (US & Canada) 568161901089132544,negative,1.0,Flight Attendant Complaints,0.3556,United,,dbmain,,1,"@united Missing crew, passenger doc problems, frozen toilets, and now we're off the plane. Give me my money back. UA3466","[41.98160558, -87.90496847]",2015-02-18 13:35:27 -0800,, 568161023091478530,positive,1.0,,,United,,quade181,,0,@united Fantastic job by your people today on ua22 from Dublin. A jam packed plane but the crew was wonderful!!,,2015-02-18 13:31:58 -0800,"Paramus, NJ", 568159685238329344,negative,1.0,Late Flight,0.3478,United,,RohKapx1,,0,"@united there was 20 min to departure, no one waiting. On being pressed ground staffer threatened ""do you want to get to SF today"" #fail",,2015-02-18 13:26:39 -0800,DFW & SF,Central Time (US & Canada) 568159364550406144,negative,1.0,Flight Booking Problems,0.6481,United,,140JustinC,,0,@united flying lax to Sfo and system won't let me check in. Your site tells me to do it through @AirCanada and they tell me through you.,,2015-02-18 13:25:23 -0800,Fredericton NB,Atlantic Time (Canada) 568159085356384256,negative,0.6621,Lost Luggage,0.6621,United,,Perisspiceladle,,0,"@united and btw, the @Virgin and @JetBlue managed on time departures same time same destination- & wouldn't take away a 9year old kids bag!",,2015-02-18 13:24:16 -0800,"San Francisco Bay Area, USA",Central Time (US & Canada) 568158670489387008,positive,1.0,,,United,,ThomasGutches,,0,@united can I just go ahead and live in your premium cabins? I'm in heaven now en route to LHR,,2015-02-18 13:22:37 -0800,"Sacramento, CA / Columbus, OH",Eastern Time (US & Canada) 568158656522539008,negative,0.6735,Can't Tell,0.6735,United,,qlyss8,,0,"@united feeling poor on the church-mouse level here, 180 dollars is enough to make a grown man cry. I'm not a grown man but tears happened",,2015-02-18 13:22:34 -0800,"Texas, USA",Mountain Time (US & Canada) 568158459553714176,negative,1.0,Late Flight,1.0,United,,Perisspiceladle,,0,@united sure but the plane is an hour Late Flight! Your ontime departure ship sailed away a long time back!,,2015-02-18 13:21:47 -0800,"San Francisco Bay Area, USA",Central Time (US & Canada) 568157757406183424,negative,1.0,Late Flight,1.0,United,,DCconnick,,0,@united UA6002 MLI->DEN. Will miss connection UA3530 DEN->YEG due to delay.,,2015-02-18 13:18:59 -0800,, 568157451729526784,negative,1.0,Customer Service Issue,0.6803,United,,HeHaithMe,,1,"@united How come you are the ONLY airline, of 90+ flights last year that makes me check my carry-on. Not even gate check...baggage claim?!?",,2015-02-18 13:17:47 -0800,Born/Raised in 314/Home is 317,Eastern Time (US & Canada) 568157049344937984,negative,1.0,Cancelled Flight,1.0,United,,qlyss8,,1,@united I had to change airports to actually get a flight out when my flight from FAY was Cancelled Flightled twice. $180 taxi ride to RDU--reimburse?,,2015-02-18 13:16:11 -0800,"Texas, USA",Mountain Time (US & Canada) 568156641339805697,neutral,1.0,,,United,,RhodseyM,,0,@united it's operated by united as it's a heathrow-Newark flight,,2015-02-18 13:14:33 -0800,London,Greenland 568155450824216578,negative,1.0,Customer Service Issue,0.6225,United,,zackintheusa,,0,@united yes of course I have. Is this how you treat customer with no recourse?,,2015-02-18 13:09:49 -0800,"columbus, oh",Central Time (US & Canada) 568155289146363904,negative,0.6639,Lost Luggage,0.3706,United,,MGsoundguy,,0,@united I will be stunned if my bags are in Hartford with me. The ORD ground crew only had an hour to move my bags 200 yards,,2015-02-18 13:09:11 -0800,"Houston TX ", 568154805362950146,negative,1.0,Customer Service Issue,1.0,United,,NikoMLB,,0,"@united Can someone assist me with my DM's? Waiting 1 hour on phone, 2 hours on Twitter.",,2015-02-18 13:07:16 -0800,"New York, NY ", 568153151636766721,negative,1.0,Flight Booking Problems,0.6606,United,,herestorian,,0,"@united Flight was overbooked! Was offered voucher to wait & take another flight. Gate agent switched me over, retracted voucher offer.",,2015-02-18 13:00:41 -0800,, 568152968257613824,positive,0.6771,,,United,,kennykhlee,,0,@united thank you!,,2015-02-18 12:59:58 -0800,San Francisco,Pacific Time (US & Canada) 568149600403660800,positive,0.6768,,0.0,United,,greghei1,,0,@united Thanks - it's very helpful to understand that the reduced price seats that are sold at check-in have priority over the certificates.,,2015-02-18 12:46:35 -0800,"Fremont, California",Pacific Time (US & Canada) 568149201466617856,negative,1.0,Late Flight,1.0,United,,JackAcree,,0,@united As a Million Miler I've been delayed plenty. NEVER in the amateurish way@SilverAirwsys does it. I'd be embarrassed to be affiliated.,,2015-02-18 12:44:59 -0800,United States,Eastern Time (US & Canada) 568148294087479296,negative,1.0,Flight Booking Problems,0.6458,United,,froyomama,,0,"@united airlines claims to have a low fare guarantee, but they won't honor a lower fare that I found.",,2015-02-18 12:41:23 -0800,,Central Time (US & Canada) 568148282762874881,negative,1.0,Late Flight,1.0,United,,DCconnick,,0,@united Another delayed United flight. I should not be this surprised or upset. I'm mostly disappointed I have to Cancelled Flight my trip with my dad,,2015-02-18 12:41:20 -0800,, 568148251569999873,negative,1.0,Bad Flight,0.3752,United,,RhodseyM,,0,"@united still can't dm, it's LH7631 on 21/2/15",,2015-02-18 12:41:13 -0800,London,Greenland 568148213418455041,positive,1.0,,,United,,IrisSanchezCDE,,0,@united Thank you Margo at Houston's Bush Intercontinental for getting me home earlier.,,2015-02-18 12:41:04 -0800,USA,Central Time (US & Canada) 568148149610483712,negative,1.0,Customer Service Issue,0.6704,United,,scofro14,,0,"@united, I booked our flights w/ @WestJet. I saw the same prices each time I searched. It wasn't the least bit frustrating. #customerservice",,2015-02-18 12:40:49 -0800,,Mountain Time (US & Canada) 568147319155073024,negative,0.6409,Flight Booking Problems,0.6409,United,,scofro14,,0,"@united, Thanks, but I didn't want to see 'we've started your flight search over' OR 'the fare & rules for this itinerary has changed' again",,2015-02-18 12:37:31 -0800,,Mountain Time (US & Canada) 568144896852299776,negative,1.0,Late Flight,1.0,United,,jesisforlovers,,0,@united my cats flight was delayed 1+hour she will be arriving to Hawaii after 5 & I won't be able to pick her up until tomorrow 😭,,2015-02-18 12:27:53 -0800,"Oahu, Hi",Central Time (US & Canada) 568144894964994048,negative,0.6368,Bad Flight,0.6368,United,,ajhoekst,,0,"@united I did not, my mind was on getting to the next flight.",,2015-02-18 12:27:53 -0800,"Novi, MI",Eastern Time (US & Canada) 568144831496593408,negative,1.0,Lost Luggage,1.0,United,,zackintheusa,,0,@united now you've lost my bags too. At least nobody has done anything to help out. This is absurd.,,2015-02-18 12:27:38 -0800,"columbus, oh",Central Time (US & Canada) 568144589162287105,negative,1.0,Customer Service Issue,0.3471,United,,JeffPfeifer,,0,@united What's up with the reduction in E+ on 737-900s? 1K who can no longer confirm E+. Forget upgrades - just want legroom. #unitedfail,,2015-02-18 12:26:40 -0800,"Denver, CO",Mountain Time (US & Canada) 568143658089717761,negative,1.0,Customer Service Issue,0.35200000000000004,United,,herestorian,,0,@united offered me a voucher to switch flights. Now voucher offer doesn’t exist & the gate agent switched me to a delayed flight!,,2015-02-18 12:22:58 -0800,, 568141442951942146,neutral,0.672,,0.0,United,,jordanslott,,0,@united when southwest did this to us -- a mechanical problem at least they gave us round trip vouchers. Will you step up to the pLate Flight too?,,2015-02-18 12:14:10 -0800,"Jersey City, NJ", 568141110217805824,negative,1.0,Flight Booking Problems,0.6526,United,,jenny0z,,0,@united I usually like flying with you guys but $200 fee to use my credit seems ridiculous #notcool #exhorbitantfees,,2015-02-18 12:12:50 -0800,new york city , 568140850963881984,negative,1.0,Lost Luggage,0.6733,United,,prof_west,,0,"@united Thanks, but not so much the missing bag as the nonexistent staff at this apparent remote outpost (busy airport for city of ~1M).",,2015-02-18 12:11:49 -0800,"Edmonton, Alberta, Canada",Mountain Time (US & Canada) 568140595580919808,negative,0.6578,Lost Luggage,0.6578,United,,kennykhlee,,0,@united my friend lost luggage on flight 1547. What to do?,,2015-02-18 12:10:48 -0800,San Francisco,Pacific Time (US & Canada) 568140506116571136,positive,1.0,,,United,,RhodseyM,,0,"@united sweet, follow back and I'll get the dm off",,2015-02-18 12:10:26 -0800,London,Greenland 568138258108051457,neutral,0.6651,,0.0,United,,yentruok720,,0,@united my reservation were changed so that I can longer make my connecting flight. How can I change this without incurring a fee?,,2015-02-18 12:01:30 -0800,DC, 568137238267047936,positive,1.0,,,United,,chrismackwpg,,0,@united all good! Next flight was a little delayed so it all worked 👍,,2015-02-18 11:57:27 -0800,,Central Time (US & Canada) 568135523530899456,neutral,0.6944,,0.0,United,,Kthrngllcksn,,0,@united flight 5431,,2015-02-18 11:50:38 -0800,,Central Time (US & Canada) 568134243177463815,negative,1.0,Flight Attendant Complaints,0.6559,United,,RohKapx1,,1,"@united Just boarded UA1297, was refused from carrying overhead bag as no space, in plane now with loads of space #fail #customerexperience",,2015-02-18 11:45:33 -0800,DFW & SF,Central Time (US & Canada) 568134171761065984,negative,1.0,Flight Attendant Complaints,0.6775,United,,Perisspiceladle,,1,@united get your act right! You just lost customers because your staff wouldn't let us take our approved carry-on on a half empty flight!,,2015-02-18 11:45:16 -0800,"San Francisco Bay Area, USA",Central Time (US & Canada) 568133255410671617,neutral,0.6701,,0.0,United,,Boruch_1,,0,@united @ShulemStern @gg8929 Raise a dispute with your cc provider and they will hopefully clear it for you.,,2015-02-18 11:41:38 -0800,,London 568132619092795392,negative,1.0,Bad Flight,0.3443,United,,sasharashid,,0,@united Held up for almost 45 minutes and then promised free movies and it didn't work and neither did the wifi that was paid for. Boo :(,,2015-02-18 11:39:06 -0800,,Eastern Time (US & Canada) 568132185741500416,negative,1.0,Late Flight,1.0,United,,JackAcree,,0,"@united Nice ""partners"" you have. The delays keep increasing every 20 min @FtLauderdaleSun @orlandosentinel http://t.co/1AtEafnC6R",,2015-02-18 11:37:23 -0800,United States,Eastern Time (US & Canada) 568129947752992768,negative,1.0,Late Flight,1.0,United,,jordanslott,,0,@united UA1740 just admit you have no clue when flight will leave Denver. #unfriendlyskies,,2015-02-18 11:28:29 -0800,"Jersey City, NJ", 568129909408841728,negative,0.3654,Flight Booking Problems,0.3654,United,,MetinErtas06,,0,"@united yep, after long waiting on the phone we managed to rebook it. Hope it will be a pleasent one. Thanks for ur help.",,2015-02-18 11:28:20 -0800,, 568129848910204929,negative,1.0,Late Flight,0.3557,United,,theo,,1,@united Just had the worst experience ever flying with you,,2015-02-18 11:28:05 -0800,São Paulo / Brasil,Brasilia 568129661227499524,negative,1.0,Late Flight,1.0,United,,jordanslott,,0,@United UA1740. As the inbound flight dep time gets closer you push it back 15 min. You've been doing this for 2 hrs.,,2015-02-18 11:27:21 -0800,"Jersey City, NJ", 568129652625158147,negative,1.0,Late Flight,1.0,United,,Kthrngllcksn,,0,@united why is my flight from mke to ord getting delayed? Our gate attendant is not communicating!,,2015-02-18 11:27:19 -0800,,Central Time (US & Canada) 568128387576762370,negative,1.0,Bad Flight,1.0,United,,Vic_Sutter,,0,"@united my plane sounds like a DJ scratching is this normal? If so, will this eventually be a new entertainment fee.",,2015-02-18 11:22:17 -0800,Las Vegas ,Hawaii 568127465224323072,neutral,0.647,,,United,,lorenzosimpson,,0,@united chase says no referral bonus. Thanks.,,2015-02-18 11:18:37 -0800,,Eastern Time (US & Canada) 568127152450871296,negative,1.0,Flight Booking Problems,0.6571,United,,syndscu,,0,"@united how can i trust United with future Flight Booking Problemss when a confirmed, ticketed and purchased ticket is Cancelled Flightled after the fact?",,2015-02-18 11:17:23 -0800,, 568123356899250176,negative,1.0,Late Flight,0.3626,United,,zackintheusa,,0,@united rebooked. This one is Late Flight too.,,2015-02-18 11:02:18 -0800,"columbus, oh",Central Time (US & Canada) 568123268231602176,negative,1.0,Late Flight,1.0,United,,zackintheusa,,0,@united 2nd Late Flight flight today,,2015-02-18 11:01:57 -0800,"columbus, oh",Central Time (US & Canada) 568123098546843648,negative,0.6459,Cancelled Flight,0.32299999999999995,United,,lymanm8,,0,"@united if u miss first leg of ur flight, you have to pay hundreds of $'s just to keep your second leg? How much to keep my earned miles?",,2015-02-18 11:01:16 -0800,, 568122371854307328,negative,1.0,Bad Flight,1.0,United,,RobBogart,,0,"@united 3586 from IAD to BUF. Incredibly loud, and like a third world 70s inner city metro bus. #lowstandards http://t.co/m67WnBglXQ",,2015-02-18 10:58:23 -0800,DC/SF/BFLO, 568122284474544128,neutral,0.653,,0.0,United,,ptau,,0,@united Cancelled Flighting. bought a ticket for a friend but cant get the credit under my name,,2015-02-18 10:58:02 -0800,Chasing Carmen San Diego,Central Time (US & Canada) 568121964444950529,positive,0.701,,,United,,LeeRose20,,0,@united Boeing 777 Star Alliance short finals @Heathrowairport 27L on an amazing winters morning #777 #Avgeek http://t.co/owMaXOyEhZ,,2015-02-18 10:56:46 -0800,West Wickham Kent ! , 568118981170606080,negative,0.6838,Flight Booking Problems,0.6838,United,,dr_spencer,,0,@united 16 days for one flight and 8 for the other (roundtrip).,"[0.0, 0.0]",2015-02-18 10:44:54 -0800,Nicaragua,Central America 568118452965085184,positive,1.0,,,United,,Thejetsetjulie,,0,@united I am blown away by stellar #custserv !! Thank you <3 http://t.co/JOrEScfb4x,,2015-02-18 10:42:48 -0800,Instagram @thejetsetjulie,Quito 568117667879628800,negative,1.0,Bad Flight,0.3548,United,,rsparno,,0,@united your overall experience of flying is not friendly,,2015-02-18 10:39:41 -0800,"Belle Mead, NJ",Quito 568116996761452544,negative,1.0,Late Flight,1.0,United,,JimTrotter_NFL,,0,@united a good start would be to warm the plane before the departure time so the flight isn't delayed due to frozen water lines.,,2015-02-18 10:37:01 -0800,San Diego,Pacific Time (US & Canada) 568116146899169280,negative,1.0,Customer Service Issue,0.6558,United,,GYank,,0,@united annnnddddd I'm going to lose my first class seat on the flight they shuffle me to,,2015-02-18 10:33:39 -0800,"LA, NY, Chicago & St.Louis", 568115946738597888,positive,0.6705,,0.0,United,,adler_edward,,0,@united you have the nicest gate attendant at Newark airport gate 101 right now. Multiple delays and she is still pleasant with everyone.,,2015-02-18 10:32:51 -0800,, 568115588024963072,negative,1.0,Late Flight,1.0,United,,GYank,,0,@united 6 hour mechanical delay...killing me,,2015-02-18 10:31:25 -0800,"LA, NY, Chicago & St.Louis", 568115014139162625,negative,1.0,Lost Luggage,0.3441,United,,MGsoundguy,,0,@united every time I check a bag with your airline I'm confident I will be wearing the same clothes for 3 days. Please prove me wrong.,,2015-02-18 10:29:09 -0800,"Houston TX ", 568114394397147137,neutral,0.6764,,,United,,eriwn9,,0,@united trade show! Come by both 130 for awesome deals on #sunkist and @webbernaturals! $$ http://t.co/1L9sCWPhph,,2015-02-18 10:26:41 -0800,, 568112237765722113,negative,1.0,Late Flight,1.0,United,,TammyJacksonEJ,,0,@united. Thanks United for the no running water and Late Flight flight from Grand Rapids to Denver,"[39.85823091, -104.67802376]",2015-02-18 10:18:07 -0800,,Quito 568111503812870144,negative,1.0,Customer Service Issue,0.3492,United,,SFWWflyfish,,0,@united KN: not allowing me to bypass the receipt # on the refund request form. Never received receipt email. charged http://t.co/Cju102xP2k,,2015-02-18 10:15:12 -0800,"Austin, TX",Eastern Time (US & Canada) 568110568097374208,neutral,1.0,,,United,,TheClayFox,,0,@united please help! Left my iPad Air 2 on my flight from NYC to Paris yesterday and can’t get in touch with anyone locally. What to do?,"[0.0, 0.0]",2015-02-18 10:11:29 -0800,New York City (Silicon Alley),Eastern Time (US & Canada) 568109963509415936,negative,1.0,Bad Flight,0.6737,United,,Max_Tau,,0,@united When will that happen? It really confuses when the 1st content to come on the 6in screens is about how technology forward United is.,,2015-02-18 10:09:04 -0800,Amsterdam NL,Athens 568109878754934784,negative,1.0,Customer Service Issue,0.6484,United,,eatgregeat,,0,"@united you mean like my mailing address and rate? By the surliness of my United ""coworkers"" I'm guessing our benefits aren't great.","[29.97877958, -95.33246329]",2015-02-18 10:08:44 -0800,,Eastern Time (US & Canada) 568109598034554880,negative,1.0,Customer Service Issue,0.6341,United,,Bhuvanasaurus,,0,@united I already sent feedback and your reps are who told me about the priority. I'm speechless at your system,,2015-02-18 10:07:37 -0800,, 568109592338518016,negative,1.0,Can't Tell,0.7093,United,,frqnttraveler,,0,@united just because you are a monopoly in @flySFO doesn't mean you treat your frequent fliers like crap.,,2015-02-18 10:07:36 -0800,california, 568109565796958209,negative,1.0,Lost Luggage,1.0,United,,c9n0thing,,0,"@united Yeah, bag is on the way. As per usual. I'm actually getting used to getting it delivered to me, its kind of nice in a sense.",,2015-02-18 10:07:30 -0800,San Diego,Pacific Time (US & Canada) 568108909480824832,neutral,1.0,,,United,,BWithering,,0,@united How much is baggage check for International flights?,,2015-02-18 10:04:53 -0800,"Raleigh, NC SoCal",Eastern Time (US & Canada) 568107551553794049,negative,1.0,Flight Booking Problems,0.6496,United,,monotaga,,0,@united Why does it take 4-6 weeks for a new MileagePlus Premier card to be sent out? #stillwaiting #doesntfeellikestatusyet,,2015-02-18 09:59:29 -0800,"San Francisco, CA",Central Time (US & Canada) 568107363195973633,negative,1.0,Customer Service Issue,1.0,United,,Scotti,,0,"@United Wonder why people hate dealing with airlines? Ridiculous and inflexible ""policies"". I need a phone number and a resolution. Now.",,2015-02-18 09:58:44 -0800,"Grand Junction, CO",Mountain Time (US & Canada) 568105932917481472,negative,0.6606,Cancelled Flight,0.6606,United,,MetinErtas06,,0,@united LE2V9D pnr numbered flight. The first leg is Cancelled Flightled due to bad weather in iatanbul. How can i make a reFlight Booking Problems,,2015-02-18 09:53:03 -0800,, 568105220410105857,negative,1.0,Flight Booking Problems,0.6747,United,,greghei1,,0,"@united (2/2) It suggests that if can't confirm cert at time of Flight Booking Problems, I should assume that it may never clear. Didn't used to be that way",,2015-02-18 09:50:14 -0800,"Fremont, California",Pacific Time (US & Canada) 568104397869350912,positive,0.6458,,0.0,United,,greghei1,,0,"@united Thanks for explanation. It seems like an odd incentive structure, tho, because it dramatically diminishes the value of the certs.",,2015-02-18 09:46:57 -0800,"Fremont, California",Pacific Time (US & Canada) 568103618500530176,neutral,1.0,,,United,,willyvideo,,0,@united #sfo #ClearVision #TV4U @ United Terminal SFO Airport http://t.co/Q9bYn9pCTf,"[37.62006843, -122.38822083]",2015-02-18 09:43:52 -0800,,Pacific Time (US & Canada) 568101609894342656,negative,1.0,Can't Tell,0.6658,United,,harris,,0,"2/2 @united You don't really care about our comfort, you care about profitability. That's fine, just own up to it. #unfriendlyskies",,2015-02-18 09:35:53 -0800,NYC,Eastern Time (US & Canada) 568101444391276544,negative,0.7113,Bad Flight,0.3814,United,,harris,,0,1/2 @united Just be honest with your customers. The new seats are designed to fit more rows on the plane. More rows = more money.,,2015-02-18 09:35:13 -0800,NYC,Eastern Time (US & Canada) 568101176551452673,negative,1.0,Late Flight,1.0,United,,karinafmanalo,,0,@united missing this wedding because of these delays would not be cool,,2015-02-18 09:34:09 -0800,"Arlington, VA", 568100858954522625,negative,1.0,Can't Tell,0.6902,United,,harris,,0,@united Designed to deter people from forgetting things or to provide more storage space? The article says the latter #unfriendlyskies,,2015-02-18 09:32:54 -0800,NYC,Eastern Time (US & Canada) 568100000418250752,negative,1.0,Cancelled Flight,0.35,United,,zackintheusa,,0,"@united what do you think missing meetings is worth? A flight voucher? I fly all the time, so what would make it right?",,2015-02-18 09:29:29 -0800,"columbus, oh",Central Time (US & Canada) 568099620456423424,negative,0.6988,Bad Flight,0.6988,United,,OMGreller,,0,"@United and @DirectTV. Not to pile on, but it's time to update your in flight TV package. http://t.co/Lug4MFVWsA",,2015-02-18 09:27:58 -0800,on my iPhone, 568098115988918273,negative,0.7044,Can't Tell,0.3771,United,,elisanader,,0,@united why is it so hard to add in meal preferences AFTER I booked tickets? I forgot to do it & it's now impossible! I even called.,,2015-02-18 09:22:00 -0800,D.C.ish ,Eastern Time (US & Canada) 568096772939067392,positive,1.0,,,United,,zackintheusa,,0,@united it's amazing really.,,2015-02-18 09:16:40 -0800,"columbus, oh",Central Time (US & Canada) 568096711450566657,negative,0.6551,Customer Service Issue,0.3356,United,,zackintheusa,,0,@united Learn to hold connections. They texted me there is another flight Late Flightr - my connection hasn't left and were pulling into the gate,,2015-02-18 09:16:25 -0800,"columbus, oh",Central Time (US & Canada) 568095956866093057,neutral,1.0,,,United,,thereal_SNL,,0,@united if I have credit from a flight I Cancelled Flightled does the new flt have to be booked by 1 yr from orig purchase date or flown by that date?,,2015-02-18 09:13:25 -0800,District of Columbia,Eastern Time (US & Canada) 568095662262358016,neutral,1.0,,,United,,jerry_eckerman,,0,@united this is me and my partners first trip to #NYC I bought the tickets at the same time Please seat us next to each other ConF# ILC0HP,,2015-02-18 09:12:15 -0800,"Orlando, Florida", 568094839063089153,negative,1.0,Flight Booking Problems,0.6729,United,,ptau,,0,"@united its ridic you cant transfer credit, you have my $400 & youre taking $200 of it for Cancelled Flightling. Atleast let me keep the credit damn",,2015-02-18 09:08:58 -0800,Chasing Carmen San Diego,Central Time (US & Canada) 568094342302322688,positive,0.35200000000000004,,0.0,United,,mfuld,,0,"@united thank you. There was one here a few months ago, but none now. Weird you don't have a club in one of the busiest airports in the US.",,2015-02-18 09:07:00 -0800,"New York, NY",America/New_York 568094311159476224,negative,0.7024,Late Flight,0.7024,United,,lynchbieberfan,,0,@united a plane took our gate and now we're just waiting in a lot at DIA,,2015-02-18 09:06:53 -0800,,Mountain Time (US & Canada) 568093443823693824,negative,0.6771,Bad Flight,0.6771,United,,jerry_eckerman,,0,"@united I have a flight from omaha to chicago (en route to NYC) and they are seating me and my partner separate, please fix this res# ILC0HP",,2015-02-18 09:03:26 -0800,"Orlando, Florida", 568092350355865600,negative,1.0,Can't Tell,0.6821,United,,eatgregeat,,0,@united - with airport self checkin your only option I'm now your employee. Training was a bitch. Send my paycheck asap.,"[29.98605741, -90.25189405]",2015-02-18 08:59:05 -0800,,Eastern Time (US & Canada) 568092209368719360,negative,0.6735,Can't Tell,0.3469,United,,urno12,,0,@united on your website it says 10 days. Its been 16 and counting.,,2015-02-18 08:58:32 -0800,bonkers in Yonkers,New Delhi 568092044964421632,neutral,0.6437,,0.0,United,,javadogs,,0,@united one last thing....United club crackers...nabisco?? Where are the Pepperidge Farms?,,2015-02-18 08:57:52 -0800,, 568091960709230592,negative,1.0,Customer Service Issue,1.0,United,,1LovePT,,0,@united the lack of customer service is astounding https://t.co/72RMpkOGwu #2daysofhell,,2015-02-18 08:57:32 -0800,Canada,Eastern Time (US & Canada) 568090924141703169,neutral,0.6774,,0.0,United,,katieaune,,0,"@united ha, this happened 10 years ago. i haven't flown with you since.",,2015-02-18 08:53:25 -0800,Chicago,Central Time (US & Canada) 568090851907207169,negative,1.0,Lost Luggage,1.0,United,,c9n0thing,,0,@united my bag is a few days Late Flight to me and this is like the 3rd time in the past couple months. Where my free miles at?!,,2015-02-18 08:53:08 -0800,San Diego,Pacific Time (US & Canada) 568090000199270400,negative,1.0,Flight Attendant Complaints,0.3874,United,,Wrigley_Kid,,0,@united of course but they were just as helpless as everyone else .,,2015-02-18 08:49:45 -0800,"Wrigley, California ☀",Pacific Time (US & Canada) 568089179520954368,positive,1.0,,,United,,LocalKyle,,0,"@united Flew ORD to Miami and back and had great crew, service on both legs. THANKS",,2015-02-18 08:46:29 -0800,Illinois,Central Time (US & Canada) 568088967419023360,negative,0.6484,Late Flight,0.3407,United,,1LovePT,,0,@united 65 and 72 year old flying to Tokyo for vacation both with bad knees and this happens https://t.co/72RMpkOGwu @cbcallinaday @CBCNews,,2015-02-18 08:45:39 -0800,Canada,Eastern Time (US & Canada) 568088470712950784,negative,1.0,Customer Service Issue,1.0,United,,SteefFleur,,0,@united another week has passed and I hoped that I would have had a response by now,,2015-02-18 08:43:40 -0800,Amsterdam, 568087744078954497,negative,1.0,Customer Service Issue,1.0,United,,Z_J_M_,,0,@united there's no reason it should take 7-10 days to respond.,,2015-02-18 08:40:47 -0800,,Eastern Time (US & Canada) 568087085120233473,negative,1.0,Customer Service Issue,0.6737,United,,jamescmcpherson,,0,"@united yes, I know that. The question is ""why is that still the case""? #fail",,2015-02-18 08:38:10 -0800,Brisbane,Brisbane 568086132346322945,negative,1.0,Bad Flight,1.0,United,,thedigitalken,,0,@united There are Exit-Row window shades in approx 11% of the windows of your RJ-145s. <--a frequent flyer http://t.co/aOEaeszDLX,,2015-02-18 08:34:23 -0800,,Central Time (US & Canada) 568085949663584256,positive,0.6809,,0.0,United,,Raretturner,,0,@united no worries Your customer service gets a bad wrap but just spoke w agent who saved me huge amounts of time & apologized for yesterday,,2015-02-18 08:33:39 -0800,"Washington, DC",Eastern Time (US & Canada) 568085636592349184,negative,1.0,Late Flight,0.6701,United,,barneykelley,,0,@united There is no excuse for leaving a minor to spend the night sobbing (9 hours) in a plastic chair. UA's actions? Terrible. # united,,2015-02-18 08:32:24 -0800,"New Canaan, Ct", 568084717481775104,negative,0.6465,Can't Tell,0.6465,United,,1LovePT,,1,@united perhaps you could fix this? https://t.co/72RMpkOGwu and this https://t.co/901HLNgBtX #answerthis,,2015-02-18 08:28:45 -0800,Canada,Eastern Time (US & Canada) 568084167390564353,negative,1.0,Can't Tell,0.6508,United,,barneykelley,,0,@united My wife and I will be sharing this dreadful experience. Don't pretend UA cares about young girl traveling alone # United Airlines,,2015-02-18 08:26:34 -0800,"New Canaan, Ct", 568082658741215235,negative,1.0,Customer Service Issue,0.6846,United,,SFWWflyfish,,0,@united JH: going to process my refund for wifi. its asking for a receipt #? I never received an email- you guys just whacked my credit card,,2015-02-18 08:20:34 -0800,"Austin, TX",Eastern Time (US & Canada) 568081386520723456,negative,1.0,Bad Flight,0.3566,United,,grgortiz,,0,.@united Don't post a link to an article that verifies the initial complaint with 20+ comments saying the same thing. @harris,"[0.0, 0.0]",2015-02-18 08:15:31 -0800,"Salt Lake City, UT",Mountain Time (US & Canada) 568081281910587392,negative,1.0,Can't Tell,0.6577,United,,harris,,0,.@united Will breaking them in somehow make them longer so that they don't cut off the circulation in my legs? #unfriendlyskies,,2015-02-18 08:15:06 -0800,NYC,Eastern Time (US & Canada) 568080133195755520,negative,0.6987,Flight Booking Problems,0.6987,United,,greghei1,,1,"@united But why do people with no status get to buy an upgd at much less than cost ahead of premiers with earned ""confirmed"" certificates?",,2015-02-18 08:10:32 -0800,"Fremont, California",Pacific Time (US & Canada) 568078967602860032,neutral,0.7008,,,United,,AB44685998,,0,@united You please do not burn my dreams !!! #burningman tickets sales today.,,2015-02-18 08:05:54 -0800,Warsaw,Amsterdam 568078441364393985,negative,1.0,Customer Service Issue,0.6486,United,,GYank,,0,"@united worst agents in US at Ft. Lauderdale Airport; passengers stand in line, getting status alerts & still didn't make an announcement",,2015-02-18 08:03:49 -0800,"LA, NY, Chicago & St.Louis", 568077514905505792,negative,0.657,Customer Service Issue,0.657,United,,mwbotelho,,0,@united Can we get Any (free) upgrade because all the problems we've had? Our reservation is MKWLKR.,,2015-02-18 08:00:08 -0800,Curitiba,Brasilia 568077199162658816,neutral,1.0,,,United,,Bevil_Sarah,,1,@united can you send a personal plane to get us out of school? It's icing and we don't want to get stuck here @ansleyhutson @emily_donneIIy,,2015-02-18 07:58:53 -0800,Mill Creek HS, 568076556997775360,neutral,1.0,,,United,,AlMehairiAUH,,0,@united to start 3xweekly #B737-900 flights from #NewOrleans to #Cancun on between 9MAY-5SEP #avgeek,,2015-02-18 07:56:20 -0800,Abu Dhabi,Abu Dhabi 568072822955896832,neutral,0.6793,,0.0,United,,michaelkearn,,0,"@united FAIL set to song. http://t.co/Axpn28xiQB ""United Breaks Guitars"" < LMAO!",,2015-02-18 07:41:29 -0800,"Minneapolis, MN",Central Time (US & Canada) 568072136192966656,neutral,0.6366,,,United,,rabbijfranklin,,0,"@united yes, would love an upgrade or voucher, please give me a call 9148445695",,2015-02-18 07:38:46 -0800,Needham,Atlantic Time (Canada) 568071159285022720,neutral,0.669,,0.0,United,,EnriqueGtz_,,0,"@united how come it's cheaper to fly to BKK than NRT even though to get to BKK you take an extra flight, from NRT!",,2015-02-18 07:34:53 -0800,Mexico City,Central Time (US & Canada) 568070338438963200,negative,1.0,Can't Tell,0.3448,United,,Bhuvanasaurus,,0,@united This is with regard to a flight from a couple weeks ago. I'm very frustrated with your policies & expressing that.,,2015-02-18 07:31:37 -0800,, 568068509613178880,negative,1.0,Bad Flight,1.0,United,,bonvoyagedenise,,0,"@united thanks for reaching out. The seat was hard, not enough cushion. OK for short flight. BTW, UA6465 flight and crew were great!",,2015-02-18 07:24:21 -0800,"Salt Lake City, Utah",Mountain Time (US & Canada) 568068468261519360,negative,1.0,Can't Tell,0.6567,United,,JSHanselman,,0,"@united surprise me. Otherwise, the flight is over and I don't have a good feeling about your airline.",,2015-02-18 07:24:11 -0800,"Boise, ID",Mountain Time (US & Canada) 568068216972423169,negative,1.0,Lost Luggage,1.0,United,,ShawnMMcCarthy,,0,@united we have been told that it's lost...you guys don't know where it is,,2015-02-18 07:23:11 -0800,"NA, SA, Europe",Eastern Time (US & Canada) 568067938843893761,negative,0.6786,Cancelled Flight,0.3563,United,,sheldoncharron,,0,".@united: Just landed. A day Late Flight with almost no sleep, but here. I feel sorry for the woman I consoled who's mother died during the night.",,2015-02-18 07:22:05 -0800,Los Angeles & Vancouver,Pacific Time (US & Canada) 568067622698291200,neutral,1.0,,,United,,javadogs,,0,"@united 6344,6373, Sfo-Dfw also 1576 SFO-ORD",,2015-02-18 07:20:50 -0800,, 568067535599505408,negative,1.0,Can't Tell,0.3715,United,,cleo_riley,,0,"@united Disappointed,UNITED did NOT feed small CHILDREN on a 5 & half hour flight (Honolulu to Los Angeles), Appalling, ESP food waspaid for",,2015-02-18 07:20:29 -0800,,Amsterdam 568067065388642304,positive,1.0,,,United,,WestlakeSarah,,0,@united Thanks to supervisor Miriam who provided me with great customer service. #finally,,2015-02-18 07:18:37 -0800,"New York, NY",Quito 568064842466250752,negative,1.0,Lost Luggage,1.0,United,,dexhandle,,0,@united Filled out at the airport as part of a long day made longer.,,2015-02-18 07:09:47 -0800,DC,Eastern Time (US & Canada) 568064545568092160,positive,1.0,,,United,,TravelRater,,0,@united -today the staff @ MSP took customer service to a new level. My father passed away last night & you helped me get home today! Thanks,,2015-02-18 07:08:36 -0800,, 568063784318832640,negative,1.0,Late Flight,1.0,United,,jabbs7,,0,"@united UA6255 delayed out of #winnipeg because the plane was ""frozen""! #fail Will I make my connection on UA1059? #tightconnection #Denver",,2015-02-18 07:05:34 -0800,Founder @catapultgrp @ilikeoi,Central Time (US & Canada) 568062811856703489,negative,0.701,Late Flight,0.701,United,,rabbijfranklin,,0,"@united delayed about 8 hours because of missed connections due to mechanical issues on 1st flight. rebooked, but please call me 9148445695",,2015-02-18 07:01:43 -0800,Needham,Atlantic Time (Canada) 568062560198664192,neutral,0.6842,,,United,,WeatherWes,,0,@united flying out of STL Saturday where they are expecting ice & snow. When should we start looking for travel waivers? Thanks!,,2015-02-18 07:00:43 -0800,"Raleigh, North Carolina",Eastern Time (US & Canada) 568061931761864704,neutral,1.0,,,United,,jaciMugg,,0,@united Can I add miles from my January Air China flight to my MileagePlus account?,,2015-02-18 06:58:13 -0800,,Quito 568061117429231616,negative,1.0,Lost Luggage,1.0,United,,ColtSTaylor,,0,. @united you know your updates every 6 hours telling me you don't know where my bags are is also equally irritating. #ColtsMissingBags,"[33.75357228, -116.36206155]",2015-02-18 06:54:59 -0800,All Over The World, 568059091848962048,negative,0.6837,Late Flight,0.3673,United,,TV2Frode,,0,@united you are lightyears ahead of the security control at Newark airport. They wasted 40 precious mins w bad efficiency. #frightening,,2015-02-18 06:46:56 -0800,"Bergen, Norway",Copenhagen 568058934428372992,positive,1.0,,,United,,andtheretheygo,,0,"@united Great, thank you!",,2015-02-18 06:46:18 -0800,, 568057346607460354,neutral,0.6953,,0.0,United,,fatabdula,,0,@united I submitted a status match last week and have not heard back. Im a delta customer looking to switch to United. Please assist.,,2015-02-18 06:40:00 -0800,,Eastern Time (US & Canada) 568057226776219648,negative,1.0,Customer Service Issue,0.6772,United,,sasharashid,,0,@united 1627 to Montego Bay going back to gate bc 1person was Late Flight? Awful service for all of who came on time!!,,2015-02-18 06:39:31 -0800,,Eastern Time (US & Canada) 568057046303576065,negative,0.7065,Customer Service Issue,0.3587,United,,M_aggiee,,0,@united right... Are you guys charging for the air we breathe next?,,2015-02-18 06:38:48 -0800,New York, 568056439291256832,neutral,0.6567,,0.0,United,,javadogs,,0,@united did not get names...Dallas flight and Chicago,,2015-02-18 06:36:23 -0800,, 568055509795901440,negative,1.0,Can't Tell,0.6621,United,,JSHanselman,,0,"@united in other words... sorry, not sorry. Plenty of other airlines... and I travel A LOT.",,2015-02-18 06:32:42 -0800,"Boise, ID",Mountain Time (US & Canada) 568054377421901824,negative,1.0,Late Flight,0.6696,United,,jcatwood,,0,@united delayed agAin by United. Gate agent was borderline rude when I asked her a flight status question. What is happening to United?,,2015-02-18 06:28:12 -0800,"Wellesley, MA",Eastern Time (US & Canada) 568052677881565185,negative,0.6222,Customer Service Issue,0.6222,United,,WestlakeSarah,,0,@united I need to speak with a supervisor or someone who is #willing to help me use a credit I have ASAP. #letsworktogether,,2015-02-18 06:21:26 -0800,"New York, NY",Quito 568049646062444544,negative,1.0,Customer Service Issue,0.6904,United,,zackintheusa,,1,"@united just give up. Your service is terrible. If I wasn't forced to use United on certain routes, I never would.",,2015-02-18 06:09:24 -0800,"columbus, oh",Central Time (US & Canada) 568049335235010562,positive,0.6889,,,United,,Official_KTC,,0,@united Club in Denver is dope 👌,,2015-02-18 06:08:10 -0800,Chicago,Central Time (US & Canada) 568048515932426241,negative,1.0,longlines,0.6838,United,,OwlyJulie,,0,"@united I'm checked in, agent wouldn't tag my bags at 7am. Now I'm standing in line hell.",,2015-02-18 06:04:54 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 568047650945298432,negative,0.6421,Late Flight,0.3368,United,,OwlyJulie,,0,@united we are never going to get to out gate at this rate.,,2015-02-18 06:01:28 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 568047159746174976,negative,1.0,Can't Tell,0.6632,United,,OwlyJulie,,0,@united this is getting ridiculous. Now we're missing our connection.,,2015-02-18 05:59:31 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 568046603916996609,negative,1.0,Can't Tell,0.3593,United,,greghei1,,0,@united Couldn't use the confirmed upgd cert you gave me b/c you decided to sell anyone a biz seat for $299. Why do you bother giving them?,,2015-02-18 05:57:18 -0800,"Fremont, California",Pacific Time (US & Canada) 568046298080923649,negative,0.6386,Flight Booking Problems,0.6386,United,,k8slo,,0,@united I locked myself out of my account and needed access to book a flight.,,2015-02-18 05:56:05 -0800,Washington DC,Eastern Time (US & Canada) 568043126775943168,neutral,1.0,,,United,,annricord,,0,@united @annricord January 15th.,,2015-02-18 05:43:29 -0800,Canmore,Mountain Time (US & Canada) 568042973688139777,negative,1.0,Customer Service Issue,0.6786,United,,OwlyJulie,,0,@united any chance you can troubleshoot check ins at @FlyYOW ? We're at 20 minutes per person.,,2015-02-18 05:42:53 -0800,"Ottawa, Canada",Eastern Time (US & Canada) 568039503602065408,negative,1.0,Can't Tell,0.3384,United,,sghertz,,0,@united how on earth could you close the united club in Atlanta? What a major #fail at an airport of this size,,2015-02-18 05:29:05 -0800,"New York, NY",Eastern Time (US & Canada) 568037880859222016,positive,1.0,,,United,,LarryLipschultz,,0,@united sorry to hear outsourcing plan. Boise is best staff/cust service in the country. #boise,,2015-02-18 05:22:39 -0800,Meridian ID,Mountain Time (US & Canada) 568037433503145984,negative,1.0,Lost Luggage,0.6421,United,,ppetersky,,0,@united -LGA-ORD UA 711. Did not get agent name. Argument over baggage policy.,,2015-02-18 05:20:52 -0800,"Littleton, CO",Mountain Time (US & Canada) 568036157482602497,negative,1.0,Flight Attendant Complaints,1.0,United,,NursesLeading,,0,@united yes staff were rude and unempathetic. I needed jacket and tablet by 4 got at 11. If u take carryons cause plane full.don't lose em!,,2015-02-18 05:15:48 -0800,, 568036095088160768,negative,0.6622,Lost Luggage,0.3328,United,,Z_J_M_,,0,@united Monday evening.,,2015-02-18 05:15:33 -0800,,Eastern Time (US & Canada) 568035703768154112,neutral,1.0,,,United,,SpartanBishop,,0,"@united is pri boarding for ""Active Military"" or only ""In Uniform?"" 90% can't travel in uniform for OPSEC reason, even on official travel",,2015-02-18 05:14:00 -0800,"Denver, CO", 568034650477580289,neutral,1.0,,,United,,CombatBarbie318,,0,@united leisure. Military personnel for safety reason R highly recommended to not travel in uniform,,2015-02-18 05:09:48 -0800,Wherever the Army sends me,Central Time (US & Canada) 568034530667274240,negative,1.0,Flight Booking Problems,0.34299999999999997,United,,EEMarone,,0,@United ticket counter Masters out of SMF not very helpful.,,2015-02-18 05:09:20 -0800,, 568031932719566849,positive,1.0,,,United,,iamtedking,,0,"@united cool, thanks.",,2015-02-18 04:59:00 -0800,,Eastern Time (US & Canada) 568030057769410560,negative,1.0,Lost Luggage,1.0,United,,leonefitz,,0,@united my baggage is in shannon now so never mind u can work on giving me some $$$ back now,,2015-02-18 04:51:33 -0800,, 568023874970861568,negative,1.0,Bad Flight,0.6816,United,,Tony_Ciccolella,,0,"@united if you're listening, why are you the lowest provider of inflight wifi? Get with the times!","[37.94357634, -121.69565906]",2015-02-18 04:26:59 -0800,"Brentwood, CA",Pacific Time (US & Canada) 568020431036420096,negative,1.0,Lost Luggage,1.0,United,,darrenw162,,0,@united that's funny because I emailed @VirginAtlantic once and they found it hadn't left LHR. In the mean time stuck with no bag in NYC!!!,,2015-02-18 04:13:18 -0800,, 568017128286261248,negative,1.0,Lost Luggage,1.0,United,,leonefitz,,0,"@united is the biggest joke of a company,I will never fly with them again! 3 days now waiting for my bag, they don't even know where it is!",,2015-02-18 04:00:11 -0800,, 568011684067078144,negative,1.0,Late Flight,1.0,United,,laurenaddell,,0,@united why haven't you updated that flight 4411 is delayed? Super frustrating,,2015-02-18 03:38:33 -0800,"New York, New York",Eastern Time (US & Canada) 568005542997860352,neutral,0.6743,,0.0,United,,MickGriffin,,0,@united How long can I expect the formal response to take?,,2015-02-18 03:14:09 -0800,Gdansk / Manchester,London 567999609248858112,neutral,1.0,,,United,,thebavers,,0,"@united Hi, I am flying domestic first from SEA to HNL. Can I pay to use the lounge before I fly or this is just for international? Thanks",,2015-02-18 02:50:34 -0800,"Alvechurch, Worcestershire, UK", 567997819560333313,neutral,1.0,,,United,,tashtb,,0,"@united Do you mean ""fortunately""? I don't want my flight to be affected! 😉",,2015-02-18 02:43:27 -0800,"London, UK ", 567987484556013568,neutral,0.6754,,,United,,aircargoweek,,0,"@united volumes, profit up http://t.co/pKfI9bTtzf #aviation #aircargo http://t.co/BBj6kMTYUl",,2015-02-18 02:02:23 -0800,"Redhill, UK",London 567987284613545984,negative,1.0,Can't Tell,0.3516,United,,iamtedking,,0,"@United what the...? I go into the ""all airlines lounge"" w/ my Star Alliance Club Card in BCN only to be told Star Alliance isn't accepted",,2015-02-18 02:01:36 -0800,,Eastern Time (US & Canada) 567985715017072640,negative,1.0,Customer Service Issue,1.0,United,,urno12,,0,@united Y do U not reply to customer refund forms??????????? #unitedairlines,,2015-02-18 01:55:21 -0800,bonkers in Yonkers,New Delhi 567985483135000576,negative,1.0,Customer Service Issue,1.0,United,,urno12,,0,@united <<<<<------- shoddy customer service. Of no use whatsoever. #unitedairline,,2015-02-18 01:54:26 -0800,bonkers in Yonkers,New Delhi 567985128422690816,negative,0.6915,Customer Service Issue,0.6915,United,,urno12,,0,@united <<<<<<-------- do not reply to emails?,,2015-02-18 01:53:01 -0800,bonkers in Yonkers,New Delhi 567984939221852160,negative,1.0,Customer Service Issue,0.6688,United,,urno12,,0,"@united it has now been 16 days since i applied for my compensation? Y have i had no correspondence",,2015-02-18 01:52:16 -0800,bonkers in Yonkers,New Delhi 567982195471736833,neutral,0.6768,,0.0,United,,SouthernYank34,,0,@united it sucks not having the money to book a flight to see the love of my life. 2600 miles away.,,2015-02-18 01:41:22 -0800,wishing i was in Vernon, 567969159927205888,negative,1.0,Customer Service Issue,1.0,United,,MickGriffin,,0,@united submitted customer care form Jan 7th. Still no response. A little longer then 7 - 10 business days,,2015-02-18 00:49:34 -0800,Gdansk / Manchester,London 567968123917242369,negative,1.0,Customer Service Issue,1.0,United,,BeTheBeat,,0,"@united @laurasbrown5 Clearly United lives in the stone age. Some people don't need computers, make your site better for tablets and phones",,2015-02-18 00:45:27 -0800,Toronto,Central Time (US & Canada) 567967937446834177,negative,1.0,Customer Service Issue,0.6471,United,,BeTheBeat,,1,"@united @laurasbrown5 What does ""dealing via email"" have anything to do with a crappy web form that is not made for mobile devices",,2015-02-18 00:44:43 -0800,Toronto,Central Time (US & Canada) 567967872263331840,neutral,1.0,,,United,,halfmoonkiid_,,0,"@united speaking of my flight, skateboards are allowed as carry on bagage right? No extra payment needed?",,2015-02-18 00:44:27 -0800,planet earth ,Paris 567967189237518337,negative,0.6869,Can't Tell,0.3541,United,,BeTheBeat,,0,"@united @PGATOUR @NTrustOpen Next thing you know, United will believe they are above the DOT and take them to court. United is anti-consumer",,2015-02-18 00:41:44 -0800,Toronto,Central Time (US & Canada) 567966853068251136,negative,1.0,Cancelled Flight,0.6959,United,,BeTheBeat,,0,@united @PGATOUR @NTrustOpen I read that last hashtag as Go F United. Makes sense since they F us by Cancelled Flightling ticketed reservations,,2015-02-18 00:40:24 -0800,Toronto,Central Time (US & Canada) 567963422903705601,neutral,0.6558,,0.0,United,,747_380_1127,,0,@united The link in the message I was replying to. #3thparty #ITproblems,,2015-02-18 00:26:46 -0800,Flightlever 340,London 567962289460137984,neutral,1.0,,,United,,tashtb,,0,"@united Hi, I read there are weather warnings on the East Coast of the US. Would a flight from LHR to SFO be affected?",,2015-02-18 00:22:16 -0800,"London, UK ", 567960564023967745,positive,0.6632,,0.0,United,,albertchatigny,,0,@united You delayed a connection for customer service today now I'll be able to pay my final respects to a dear family member. Thank you :),,2015-02-18 00:15:25 -0800,, 567957027093245952,neutral,1.0,,,United,,TheRealDJAlaska,,0,@united am I allowed to bring a duffle bag and back pack as my carry on and personal item? Flying out of NY,,2015-02-18 00:01:22 -0800,,Eastern Time (US & Canada) 567953560362733568,negative,1.0,Customer Service Issue,1.0,United,,FlyerzBlog,,0,@united @gg8929 I'm sorry United isn't able to keep its word 'cuz their IT is totally inadequate but they still says it's a customer fault!,,2015-02-17 23:47:35 -0800,,Rome 567952115588423681,negative,1.0,Lost Luggage,1.0,United,,ColtSTaylor,,0,@united How can you not know where my bags are? You knew where they were 6 hours ago. You are killing me! Worst service. Ever.,"[33.75538818, -116.36197002]",2015-02-17 23:41:51 -0800,All Over The World, 567951376480907264,negative,1.0,Can't Tell,1.0,United,,barneykelley,,0,@united Stop pretending you care about the welfare of my daughter. United Airlines had the opportunity to help n failed # United airlines,,2015-02-17 23:38:54 -0800,"New Canaan, Ct", 567950122245623808,negative,1.0,Can't Tell,0.6633,United,,CWWMUK,,0,@united I have received one previously on the 11th having checked. Odd as you said there was no complaint associated with my e-mail?,,2015-02-17 23:33:55 -0800,North West of England, 567949332395249664,negative,0.6434,Late Flight,0.3529,United,,CWWMUK,,0,"@united ok, I have that, pretty sure I had it before too but will wait and see what happens....",,2015-02-17 23:30:47 -0800,North West of England, 567947943593926657,negative,1.0,Can't Tell,0.3579,United,,roambeans,,0,@united Checking tracing information. You got 2 numbers wrong in my phone number & how did a turquoise duffle bag become a black laptop bag?,,2015-02-17 23:25:16 -0800,,Mountain Time (US & Canada) 567946616792952832,negative,1.0,Flight Attendant Complaints,0.6863,United,,CombatBarbie318,,0,@united treats service members like crap never flying again with them #UnitedAirlines @CNN,,2015-02-17 23:20:00 -0800,Wherever the Army sends me,Central Time (US & Canada) 567946595481706496,neutral,0.3449,,0.0,United,,travellinghobby,,0,"@united Thanks. UA1121, DEN, 40 min on tarmac.",,2015-02-17 23:19:54 -0800,,Atlantic Time (Canada) 567945572746792962,negative,1.0,Lost Luggage,1.0,United,,roambeans,,0,@united What is the point of a UPC code on checked baggage if you can't tell me where my luggage is? Vacation- day 3: trying on swimsuits...,,2015-02-17 23:15:51 -0800,,Mountain Time (US & Canada) 567940050186604545,negative,0.6485,Can't Tell,0.6485,United,,CluelessTroll,,0,@united why are your SFO->BOS nonstop flights not competitively priced with those of JetBlue and Virgin? $179 vs $324. Identical times.,,2015-02-17 22:53:54 -0800,90210,Eastern Time (US & Canada) 567939727023673344,negative,1.0,Lost Luggage,0.7021,United,,ColtSTaylor,,0,@united how come I have no baggage updates.,"[33.75536802, -116.36197857]",2015-02-17 22:52:37 -0800,All Over The World, 567939242854215680,negative,1.0,longlines,0.6442,United,,melissaklurman,,0,"@united Thanks for your response. Bags came, but it was a long wait and priority tags weren't honored at all. Disappointing","[40.79971517, -74.25960937]",2015-02-17 22:50:41 -0800,"Montclair, NJ",Quito 567938175634702336,negative,1.0,Flight Attendant Complaints,0.6917,United,,uncmnwellness,,0,@United @UnitedAirlines and the hits keep on coming. http://t.co/44ZHmfDIW6 #unitedfail #unitedwithivy,,2015-02-17 22:46:27 -0800,"Ventura, California",Pacific Time (US & Canada) 567936625453318144,negative,0.6774,Bad Flight,0.3763,United,,cristyg3,,0,"@united hi JH. Yes please. Since I lost almost a whole day on the way out, could you help me change my return for one day Late Flightr?",,2015-02-17 22:40:17 -0800,NYC Area,Eastern Time (US & Canada) 567935142418780161,negative,1.0,Flight Booking Problems,0.7135,United,,ImHursty,,0,"@united 3 hrs searching for flts, find 1 on site & can't book the $ offered bc 1 seg isn't really available. #lies #falseadvertising",,2015-02-17 22:34:24 -0800,"San Diego, CA by way of VA", 567931026686767104,negative,1.0,Can't Tell,0.3841,United,,joeketz,,0,@united next flight? Don't think I'll be spending anymore money with you guys ever. It was that bad.,,2015-02-17 22:18:03 -0800,"Northam Stand, Southampton",Eastern Time (US & Canada) 567929586077425664,negative,1.0,Lost Luggage,1.0,United,,ColtSTaylor,,0,@united are my bags here yet? They were at Palm Springs airport. I was at LAX. How come I beat my bags here.,"[33.75539049, -116.36196163]",2015-02-17 22:12:19 -0800,All Over The World, 567927725815496704,negative,1.0,Late Flight,1.0,United,,MattBellingeri,,0,@united why couldn't you have changed the tire of my delayed UA1127 flight when it arrived instead of waiting until boarding?,"[37.62063433, -122.38946673]",2015-02-17 22:04:56 -0800,"San Francisco, CA",Quito 567927596572360704,negative,1.0,Customer Service Issue,0.6579,United,,laurasbrown5,,0,@united A generic form with tons of fields asking for info you already? Expected more as a premier platinum. Another #servicefail,,2015-02-17 22:04:25 -0800,NYC,Eastern Time (US & Canada) 567927503718731777,negative,1.0,Customer Service Issue,0.6947,United,,jamescmcpherson,,0,"@united, wtf is your username and/or email addr signin STILL unavailable? Been trying to login since Sunday",,2015-02-17 22:04:03 -0800,Brisbane,Brisbane 567925054853496832,neutral,1.0,,,United,,MusseZam,,0,"@united I am flying from msp to dxb, my child will turn 2 during the trip do I have to buy a return ticket for my child?",,2015-02-17 21:54:19 -0800,, 567924953976152064,negative,1.0,Lost Luggage,1.0,United,,ColtSTaylor,,0,@united I want my bags. There is vital equipment in there. You are royally screwing me. I'm cranky and want an update.,"[33.75539049, -116.36196163]",2015-02-17 21:53:55 -0800,All Over The World, 567924107183915009,positive,1.0,,,United,,kristaal4,,0,@united you guys have such big hearts.. keep up the good work,,2015-02-17 21:50:33 -0800,, 567922347669262336,negative,1.0,Flight Attendant Complaints,1.0,United,,JayarWalker,,0,@united Flight 512 had sime of the rudest flight attendants. I was run over by the drink card and had a flashlight dropped on me. #noapology,,2015-02-17 21:43:33 -0800,, 567921825948250112,negative,1.0,Late Flight,0.6675,United,,aroth725,,0,"@united I am VERY disappointed with @SilverAirways as your partner. No communication, 2 extremely Late Flight flights. Really, all around horrible.",,2015-02-17 21:41:29 -0800,,Central Time (US & Canada) 567921406807261184,negative,0.3452,Can't Tell,0.3452,United,,Tgoody9,,0,"@united unless it's on you guys, im good.","[27.98622757, -82.5414547]",2015-02-17 21:39:49 -0800,"Sarasota, Florida ",Central Time (US & Canada) 567920067364540416,negative,0.6859999999999999,Flight Booking Problems,0.6859999999999999,United,,GregoryTheGr8,,0,@united are the miles going to be restructured? Help a silver status brotha out! I thought I was winning with you guys until today lol,,2015-02-17 21:34:30 -0800,So Cal,Pacific Time (US & Canada) 567919961055711232,neutral,0.6475,,0.0,United,,GregoryTheGr8,,0,"@united even with the multiplier the ticket price will still never equal the amount of miles you travel, even for transatlantic flights!",,2015-02-17 21:34:04 -0800,So Cal,Pacific Time (US & Canada) 567919558649995264,negative,1.0,Lost Luggage,1.0,United,,ColtSTaylor,,0,"@united missed connection, wrong city, bags at Palm Springs, but not at hotel. I am seriously tired of being treated this way.","[33.75348859, -116.36209633]",2015-02-17 21:32:28 -0800,All Over The World, 567919391515348992,negative,1.0,Lost Luggage,1.0,United,,ColtSTaylor,,1,@united Where are my bags!!! They weren't in LAX like your promised. 9 out of 10 things today were a mess today because of you.,"[33.75348859, -116.36209633]",2015-02-17 21:31:49 -0800,All Over The World, 567919301732098048,negative,0.6722,Bad Flight,0.3364,United,,edraluk,,0,@united dang... I thought I was in a teleportation device! Ua514,,2015-02-17 21:31:27 -0800,"Brooklyn, New York",Eastern Time (US & Canada) 567918545046081537,positive,1.0,,,United,,ClaudiaStClair,,0,@united received my bag. I appreciate taking care of the matter and following up!,"[40.54989958, -111.90404484]",2015-02-17 21:28:27 -0800,"Salt Lake City, Utah",Mountain Time (US & Canada) 567916798747619328,negative,1.0,Customer Service Issue,1.0,United,,Z_J_M_,,0,@united still haven't received a response. Please direct message me for my contact information.,,2015-02-17 21:21:30 -0800,,Eastern Time (US & Canada) 567913659650805760,negative,1.0,Lost Luggage,0.6696,United,,richwinley,,1,@united I've been waiting on my bag in IAH for 45mins. They're only 4 freaking people on that flight waiting for bags. Fix this!!,,2015-02-17 21:09:02 -0800,TEXAS,Eastern Time (US & Canada) 567912190788771840,neutral,1.0,,,United,,unibrowd,,0,@united so if this game was the one reason I payed for @DIRECTV is there something we could work out here? http://t.co/HQDTK6aTue,,2015-02-17 21:03:12 -0800,,Central Time (US & Canada) 567907430069329920,positive,0.6367,,,United,,lynn_with_an_A,,0,@united :take note of this great example of @JetBlue actually making good for an extremely inconvenient situation. http://t.co/t3Gnk2N7LD,,2015-02-17 20:44:17 -0800,"Brooklyn, NY",Quito 567905267033055233,negative,1.0,Bad Flight,1.0,United,,therealBruceK,,0,@united RTB>IAH 2/17 First class. My wife (Global Services) and I had headaches due to our neighbors smoking e cigarettes. Contact me pls,,2015-02-17 20:35:41 -0800,, 567902121992921088,negative,1.0,Lost Luggage,1.0,United,,ShawnMMcCarthy,,0,"@united ""federal regulation prohibits you being separated from your bag""...yet you lose our bag and that's okay","[36.08651969, -115.13942786]",2015-02-17 20:23:11 -0800,"NA, SA, Europe",Eastern Time (US & Canada) 567901996763602945,negative,1.0,Flight Attendant Complaints,0.6447,United,,ShawnMMcCarthy,,0,@united tried to check it 40 mins before a flight rather than 45 mins and we are stonewalled by your employees...,"[36.08652135, -115.13941959]",2015-02-17 20:22:41 -0800,"NA, SA, Europe",Eastern Time (US & Canada) 567901267063803904,neutral,1.0,,,United,,dr_spencer,,0,@united Hello. Just wondering how long it might take for Turkish Airlines flights to show up in my United miles. Thanks.,"[0.0, 0.0]",2015-02-17 20:19:47 -0800,Nicaragua,Central America 567900686089719812,negative,1.0,Can't Tell,0.6649,United,,coolingpie,,0,@united do you guys have any working planes?,,2015-02-17 20:17:29 -0800,the questions district,Eastern Time (US & Canada) 567900456460165120,negative,0.6356,Cancelled Flight,0.3355,United,,peterdawe,,0,@united we just almost had a major accident on ua3710 ... How about passing on some information to those of us waiting on plane!!!,,2015-02-17 20:16:34 -0800,Toronto, 567899010045988865,negative,1.0,Can't Tell,1.0,United,,christruncer,,0,"@united again, you said to go take the time to go there, knowing what the issue was, and knowing you won’t fix it.",,2015-02-17 20:10:49 -0800,Washington DC,Eastern Time (US & Canada) 567898499540340736,negative,1.0,Late Flight,1.0,United,,kateturner9,,1,@united 3 hour delay plus a jetway that won't move. This biz traveler is never flying u again!,,2015-02-17 20:08:47 -0800,"San Francisco, CA",Arizona 567897640035160064,negative,1.0,Bad Flight,0.6809,United,,agrace001,,0,@united my son is a passenger on flight 3710 from Chicago to Toronto. The plane came within feet of colliding another plane and is stopped.,,2015-02-17 20:05:23 -0800,A Texan in Toronto, 567895584625020928,positive,0.6301,,0.0,United,,ramsey,,0,"@united That made me so mad, but then I called the bag number, and that person was helpful and told me where the bag really was. (2/2)",,2015-02-17 19:57:13 -0800,"Nashville, TN",Central Time (US & Canada) 567895319951835137,negative,1.0,Lost Luggage,1.0,United,,ramsey,,0,"@united Yes. It was the airport person who told me the bag was still in Nashville, when I filed the claim. (1/2)",,2015-02-17 19:56:09 -0800,"Nashville, TN",Central Time (US & Canada) 567895211575111680,positive,0.669,,0.0,United,,ColtSTaylor,,0,@united The only thing you fella have done right today is get me to the pacific time zone.,"[34.01019938, -117.42860927]",2015-02-17 19:55:44 -0800,All Over The World, 567895077189627905,negative,1.0,Lost Luggage,1.0,United,,ColtSTaylor,,0,@united Ugh. My bags were sent to Palm Springs and not to LAX as promised. They better be at the hotel when I get there.,"[34.01352255, -117.44528297]",2015-02-17 19:55:12 -0800,All Over The World, 567894808439570433,negative,1.0,Customer Service Issue,1.0,United,,27_POWERS,,0,"@united Direct Messaged you, didn't hear anything back",,2015-02-17 19:54:07 -0800,"Costa Mesa, CA",Pacific Time (US & Canada) 567894706325188608,negative,1.0,Late Flight,0.6939,United,,caphotographix,,0,"@united yup, it just happens way too often...5 times in the last 12 months",,2015-02-17 19:53:43 -0800,, 567894187900710912,neutral,0.6388,,,United,,lisahsamuel,,0,"@united Great, thank you!! I'll send it now.",,2015-02-17 19:51:40 -0800,"Bellingham, WA",Pacific Time (US & Canada) 567893924699770880,negative,1.0,Lost Luggage,1.0,United,,larissatandy,,0,@united so who does handle bag issues? And why wouldn't you put me onto them in the first place?,,2015-02-17 19:50:37 -0800,"Vancouver, Canada",Melbourne 567893808022568961,positive,0.6842,,0.0,United,,thunderbolt,,0,@united big up the pilot of 644 for turning 1hr on the tarmac to just a 20min delayed arrival,,2015-02-17 19:50:09 -0800,OAK,Pacific Time (US & Canada) 567893704058474496,neutral,0.6611,,0.0,United,,michaelassenza,,0,@united returned from vacation + went to luggage services. Golf bag was presented in clear wrap that could've been used in the first place.,,2015-02-17 19:49:44 -0800,New York City ,Quito 567892395867656193,negative,1.0,Lost Luggage,1.0,United,,darrenw162,,1,@united Holiday of a lifetime to New York ruined because you lost my luggage and have failed to find it since Sunday! #wontflyagainwithyou,,2015-02-17 19:44:32 -0800,, 567892179953262592,negative,1.0,Flight Attendant Complaints,0.3516,United,,michaelassenza,,0,@united my golf bag didn't have a top cover + staffers said they couldn't check without a type of cover or wrap. Forced to leave the bag...,,2015-02-17 19:43:41 -0800,New York City ,Quito 567891481555382272,negative,1.0,Bad Flight,1.0,United,,samsonola,,0,@united when will you offer real food in american clubs like the amazing food you offer in Heathrow?,"[41.9797415, -87.9099894]",2015-02-17 19:40:54 -0800,New Orleans,Central Time (US & Canada) 567890765134852096,negative,1.0,Lost Luggage,1.0,United,,guichaves1989,,0,@united once again my bag is lost when I travel united!!!! Please do something,,2015-02-17 19:38:03 -0800,,Central Time (US & Canada) 567889601869668352,neutral,1.0,,,United,,annricord,,0,@united @annricord both!,,2015-02-17 19:33:26 -0800,Canmore,Mountain Time (US & Canada) 567887301021413376,negative,1.0,Late Flight,1.0,United,,PamSanghera,,0,@united Stuck on plane for over an hour due to mechanical faults. Any updates please? This happened on way to Newark and now again to LHR...,,2015-02-17 19:24:18 -0800,, 567886909516685312,negative,0.6632,Customer Service Issue,0.3684,United,,JennRanft,,0,@united - flight 1114. Unfortunately this isn't an isoLate Flightd incident. I haven't waited less than 20min in years,,2015-02-17 19:22:44 -0800,, 567886894761005056,negative,1.0,Lost Luggage,0.67,United,,tomcrabtree,,0,@united did I mention one bag is an infant car seat & we've been stuck with yr poor replacement on icy mtn roads,,2015-02-17 19:22:41 -0800,San Francisco,Pacific Time (US & Canada) 567886700275310592,negative,0.7067,Bad Flight,0.7067,United,,JSHanselman,,0,"@united this is in ur Hemispheres magazine. I'm open to what will u do to make the ""flight more pleasant."" http://t.co/VrQDpqEPFW",,2015-02-17 19:21:54 -0800,"Boise, ID",Mountain Time (US & Canada) 567886241179377664,negative,1.0,Flight Attendant Complaints,0.36700000000000005,United,,tomcrabtree,,0,@united hard to believe since your staff @ SFO checked them under someone by the name of #ritacomo who flew to EWR the same day.,,2015-02-17 19:20:05 -0800,San Francisco,Pacific Time (US & Canada) 567886093749604353,negative,1.0,Customer Service Issue,0.3556,United,,JSHanselman,,0,"@united it's Late Flight... I'm tired and understandably edgy for trying to catch my flight. I wasn't chipper, but I def was not rude.",,2015-02-17 19:19:30 -0800,"Boise, ID",Mountain Time (US & Canada) 567886091975462912,negative,1.0,Customer Service Issue,0.6537,United,,laurasbrown5,,0,"@united rude cust ser agents busy chatting, then yelled bc I took pic. Put me stdby when seat. Diff agent gave me seat 30min Late Flightr. Platinum",,2015-02-17 19:19:29 -0800,NYC,Eastern Time (US & Canada) 567885401714589696,negative,1.0,Lost Luggage,1.0,United,,NursesLeading,,0,"@united I am a frequent user. Congrats u only lost my bags once in 20 years. Problem, it was today and your staff were rude!😢 still no bag!",,2015-02-17 19:16:45 -0800,, 567884863031762945,positive,1.0,,,United,,jmscull,,0,@united Sivi Stewart at Lax was fantastic tonight helping to find a lost item for us at the airport. Much thanks!,,2015-02-17 19:14:36 -0800,, 567884646270267392,negative,1.0,Lost Luggage,1.0,United,,mbbaker78,,0,"@united Yes, though they have not located the bag yet. It was a lovely flight outside of that.","[40.84018945, -73.93737649]",2015-02-17 19:13:45 -0800,"New York, NY", 567883674462588929,positive,1.0,,,United,,JCVersi,,0,@united Got me home amid snow & Cancelled Flightlations; delivered bag w/o hassle; plus no wait on phone & an upgrade. Thank you!,,2015-02-17 19:09:53 -0800,Washington DC,London 567883485542658048,negative,1.0,Customer Service Issue,0.6559999999999999,United,,tomcrabtree,,0,"@united My wife has been on the phone several times for past 3 days, with no result.",,2015-02-17 19:09:08 -0800,San Francisco,Pacific Time (US & Canada) 567883246433878018,negative,1.0,Customer Service Issue,1.0,United,,irenefromakovos,,0,@united so you are saying that customer care does not report to anyone? Their response is humiliating for a company that serves the public.,,2015-02-17 19:08:11 -0800,, 567883234614210560,negative,1.0,Customer Service Issue,1.0,United,,JackieFerrari3,,0,"@united #unitedairlines so my feedback is for your benefit, not for you to correct your atrocious customer service? Good to know",,2015-02-17 19:08:08 -0800,Irvine, 567882603405008896,negative,1.0,Customer Service Issue,1.0,United,,JackieFerrari3,,0,@united #UnitedAirlines fill out form and never receive response? I expect remedy. We can travel another airline and Cancelled Flight as members w u.,,2015-02-17 19:05:38 -0800,Irvine, 567882458357714944,negative,1.0,Bad Flight,1.0,United,,uwbadger98,,0,"@united 12/13EWR-LAX UA1151 my seat/armrest broken discover after takeoff. flight full.FA filed report, who to chat with for partial refund?",,2015-02-17 19:05:03 -0800,, 567881459161260032,negative,1.0,Customer Service Issue,0.6926,United,,christruncer,,0,"@united so you told me to go, knowing what the issue was, only for me to go there and find out that you won’t fix it?",,2015-02-17 19:01:05 -0800,Washington DC,Eastern Time (US & Canada) 567881305754595328,negative,1.0,Damaged Luggage,0.3476,United,,christruncer,,0,"@united so, I made it all the way to the airport, and they say they won’t fix the handle. I showed you this problem, and you said to go…?",,2015-02-17 19:00:28 -0800,Washington DC,Eastern Time (US & Canada) 567880317345771520,neutral,0.6688,,0.0,United,,klappy440,,0,@united This link in your tweet goes to someone's internal email -> http://t.co/ZksX79itdN...... Probably one of your 3rd party IT contracts,,2015-02-17 18:56:33 -0800,, 567877584341479424,negative,1.0,Customer Service Issue,1.0,United,,sarahkorich,,0,@united then why do you bother responding? Your customer service is THE WORST. Never using you guys again.,,2015-02-17 18:45:41 -0800,SLC | LA ,Pacific Time (US & Canada) 567876794788872192,neutral,0.6931,,0.0,United,,JackieFerrari3,,0,@united 618 was flight out of Houston,,2015-02-17 18:42:33 -0800,Irvine, 567875594785923072,negative,1.0,Customer Service Issue,1.0,United,,JackieFerrari3,,0,@united free hotel doesn't make up for such poor customer service and disregard,,2015-02-17 18:37:47 -0800,Irvine, 567875130824658946,negative,1.0,Late Flight,0.6519,United,,JackieFerrari3,,0,@united it's messed up to refuse to wait 10 min after united is at fault for delay but to leave early is absolutely disgusting.,,2015-02-17 18:35:56 -0800,Irvine, 567874134174101504,negative,0.66,Late Flight,0.66,United,,JackieFerrari3,,0,@united mechanical delay occurred in Houston earlier today re: their flight to ORD,,2015-02-17 18:31:58 -0800,Irvine, 567873519356284928,neutral,0.7223,,0.0,United,,JackieFerrari3,,0,"@united 374 ORD to ROC. Fam came to see me at SNA. I'm a member, so is my dad. He used his miles for them.",,2015-02-17 18:29:32 -0800,Irvine, 567873467401371648,positive,0.6996,,,United,,crushspread,,0,"Cc @DadBoner #boldflavors “@united: We’re bringing Bourbon St. to 35,000 ft. with bold flavors, fresh ingredients and more dining options""",,2015-02-17 18:29:19 -0800,des moines,Mountain Time (US & Canada) 567872769049825280,negative,1.0,Customer Service Issue,1.0,United,,andysiz,,0,@united thx for checking in. Never got through via phone. On hold over hour. How long is too long to wait on hold? Ugh. #csfail,,2015-02-17 18:26:33 -0800,,Pacific Time (US & Canada) 567872614296862720,neutral,1.0,,,United,,lorenzosimpson,,0,@united is there a referral program for the Milageplus explorer card?,,2015-02-17 18:25:56 -0800,,Eastern Time (US & Canada) 567872182136619008,negative,1.0,Can't Tell,0.6584,United,,sarahkorich,,0,@united how else would I know it was denied?,,2015-02-17 18:24:13 -0800,SLC | LA ,Pacific Time (US & Canada) 567872136745852928,neutral,0.6729,,0.0,United,,sarahkorich,,0,@united obviously,,2015-02-17 18:24:02 -0800,SLC | LA ,Pacific Time (US & Canada) 567871780188061696,negative,1.0,Customer Service Issue,1.0,United,,1MisterHandsome,,0,"@united You allow shady 3rd party services to sell your tickets and then refuse to help the customer, who's left holding the bag. #flyunited",,2015-02-17 18:22:37 -0800,,Atlantic Time (Canada) 567871439585435648,negative,1.0,Customer Service Issue,0.6828,United,,1MisterHandsome,,0,@united Hours on the phone...hung up on...all I want is to be on a different flight (same day) that has an open seat. #greatservice,,2015-02-17 18:21:16 -0800,,Atlantic Time (Canada) 567870608152793088,negative,1.0,Can't Tell,0.6818,United,,legendjohn11,,0,@united which now has maintenance issues with an undetermined amount of time until the mechanics even arrive,,2015-02-17 18:17:58 -0800,, 567869544049414145,neutral,0.6563,,0.0,United,,Z_J_M_,,0,@united I sent an email describing my experience. Looking forward to a follow up to hopefully make it right.,,2015-02-17 18:13:44 -0800,,Eastern Time (US & Canada) 567869009661665280,positive,1.0,,,United,,ShariKPalmer,,0,"@united be ""Chicago's hometown airline"" care about your neighbors #SaveTheDiagonals #FlyQuiet #ORDNoise",,2015-02-17 18:11:37 -0800,, 567868808586620928,negative,0.6915,Can't Tell,0.6915,United,,annricord,,0,@united @annricord $856.81 the cost of one of the round trip tickets.,,2015-02-17 18:10:49 -0800,Canmore,Mountain Time (US & Canada) 567868544572063744,positive,1.0,,,United,,ChooseJeremy,,0,@united Give Cyndi & Troy each a gold star.,,2015-02-17 18:09:46 -0800,"Virginia Beach, VA",Eastern Time (US & Canada) 567867311744380928,positive,1.0,,,United,,MitWinter40,,1,@united our flight attendant @superben was super helpful in finding a bag we left on a flight today. Excellent customer service. Name fits.,"[38.88839871, -94.62041633]",2015-02-17 18:04:52 -0800,Kansas City, 567867168429182976,neutral,1.0,,,United,,b29j3,,0,@united how about changing RNO -DEN non-stop In May (9) from 6am to Late Flight morning or early afternoon?,,2015-02-17 18:04:18 -0800,,Pacific Time (US & Canada) 567864939349557248,neutral,0.6372,,0.0,United,,JackieFerrari3,,0,@united #UnitedAirlines wont wait 10min for fam w 2yr old connecting. flight leaves early instead for airport that is planes last stop today,,2015-02-17 17:55:26 -0800,Irvine, 567864117047865344,negative,1.0,Damaged Luggage,1.0,United,,christruncer,,0,"@united I can’t go back to the airport, I’m working, and won’t have time. Are you telling me there is seriously no other way?",,2015-02-17 17:52:10 -0800,Washington DC,Eastern Time (US & Canada) 567863121479536641,neutral,1.0,,,United,,FAiRChicago,,1,@united instead of Bourbon street how about #quiet #planes #SaveTheDiagonals,"[42.04836196, -87.74130154]",2015-02-17 17:48:13 -0800,"Chicago, IL", 567863082346627072,negative,1.0,Late Flight,1.0,United,,legendjohn11,,0,@united 3875 to Denver which we are supposed to be boarding right now but has yet to land,,2015-02-17 17:48:03 -0800,, 567862940348579840,negative,1.0,Late Flight,0.3419,United,,Tgoody9,,0,@united I've been doing this for 15 years and I've never had this many issues with any other airline.,"[40.69428253, -74.17219198]",2015-02-17 17:47:30 -0800,"Sarasota, Florida ",Central Time (US & Canada) 567862586374529026,negative,1.0,Late Flight,0.3612,United,,Tgoody9,,0,@united haha that's fine. Still won't fly @united ever again. Seems like you guys have more problems than anyone else.,"[40.69429232, -74.17208436]",2015-02-17 17:46:05 -0800,"Sarasota, Florida ",Central Time (US & Canada) 567862454576787456,negative,1.0,Can't Tell,1.0,United,,JackieFerrari3,,0,@united note: they are traveling w 2yr old. Unreal,,2015-02-17 17:45:34 -0800,Irvine, 567862181208805376,negative,0.6484,Bad Flight,0.3407,United,,JackieFerrari3,,0,@united and that plane was staying overnight at the next airport - ROC. U can make up 10 min in air but instead of waiting u leave EARLY,,2015-02-17 17:44:29 -0800,Irvine, 567861975419457537,positive,1.0,,,United,,JackieFerrari3,,0,@united and they were traveling as guests of a mileage plus member using that members miles. Great customer service.,,2015-02-17 17:43:39 -0800,Irvine, 567861727833894913,negative,1.0,Can't Tell,0.3518,United,,JackieFerrari3,,0,@united mechanical issues causes delay and connecting plane at ORD only needed to wait 10 min for them. Refused and left early instead. Wtf,,2015-02-17 17:42:40 -0800,Irvine, 567857491284877312,neutral,0.6268,,0.0,United,,travellinghobby,,0,"@united captain ""we apologize for the delay, the company is looking for an open gate (glance starboard side, see 5 open gates)",,2015-02-17 17:25:50 -0800,,Atlantic Time (Canada) 567856598762156032,neutral,0.6466,,0.0,United,,ReuvenN,,0,@united reinstating the kosher meals that were dropped shortly after the merger?,,2015-02-17 17:22:18 -0800,"Los Angeles, CA and the world.",Pacific Time (US & Canada) 567855926486667265,negative,1.0,Bad Flight,0.6826,United,,HishamNYC,,1,"@united I'm on one of your 757-300 between JFK and LAX.When r u upgrading planes?Plane has no Screens,lousy seats And that's in UnitedFirst.",,2015-02-17 17:19:37 -0800,, 567855470142197760,neutral,1.0,,,United,,ssegraves,,0,@United is it possible to upfare to P a segment where I have a GPU waitlisted?,,2015-02-17 17:17:48 -0800,PDX / LGA / TXL / ✈,Central Time (US & Canada) 567854782678982656,positive,1.0,,,United,,cbailey52,,0,"@United Bringing your ""A"" game with premium cabin dining. Nice! https://t.co/zgOQoxjBQY",,2015-02-17 17:15:05 -0800,Pittsburgh,Eastern Time (US & Canada) 567853668608925696,negative,1.0,Can't Tell,0.6553,United,,Co_Semie,,0,@united you already have vomit so you are halfway there,,2015-02-17 17:10:39 -0800,"Space City, Hong Kong, NOLA",Hong Kong 567853644420423680,negative,1.0,Customer Service Issue,1.0,United,,_Ana_Paulina,,0,@united is amazing how hard is to talk with customer service! !!,,2015-02-17 17:10:33 -0800,,Guadalajara 567853497435160577,negative,1.0,Late Flight,0.6559,United,,thunderbolt,,0,"@united fair enough, but it stinks to be the passenger on the plane that leaves the gate then sits on the tarmac for an hour before takeoff",,2015-02-17 17:09:58 -0800,OAK,Pacific Time (US & Canada) 567853052943663104,negative,0.6566,Late Flight,0.6566,United,,cslhilo,,0,@united they held the flight for our group of nearly 20 people.,,2015-02-17 17:08:12 -0800,"Hilo, HI",Hawaii 567852704980017152,negative,1.0,Late Flight,0.6285,United,,bdognet,,1,@united you guys suck. You delay flights but can't hold the connectors 10 minutes??? #WorstAirlineEver,,2015-02-17 17:06:49 -0800,Napa,Pacific Time (US & Canada) 567852278893416448,neutral,0.6837,,,United,,DanielBmxUs,,0,@united I Want a Plane dad,,2015-02-17 17:05:08 -0800,└A,Eastern Time (US & Canada) 567851359178989568,negative,1.0,Late Flight,1.0,United,,caphotographix,,0,"@united time for a rant...you delayed my flight and still forgot my luggage...then delayed on the Tarmac, moments I love you United",,2015-02-17 17:01:28 -0800,, 567851352249868288,negative,0.6369,Bad Flight,0.6369,United,,SooyunChoi,,0,"@united it was an international flight, and we didn't get our new eta until we were in the air.",,2015-02-17 17:01:27 -0800,California,Pacific Time (US & Canada) 567850537716092928,positive,0.6857,,0.0,United,,jtor0713,,0,@united - I think she was having a rough moment w/ a bad passenger from an earlier flight. Things got considerably better. Thanks!,,2015-02-17 16:58:13 -0800,New York ,Atlantic Time (Canada) 567850015600685056,negative,1.0,Customer Service Issue,1.0,United,,Z_J_M_,,0,@united - thanks for the rude customer service and 3 hour delay. It really helped me timing wise for my afternoon meetings. Hello @Delta !,,2015-02-17 16:56:08 -0800,,Eastern Time (US & Canada) 567849597931888640,negative,1.0,Customer Service Issue,0.6826,United,,Pat89339,,0,"@united Useless response. I need a functioning wheelchair, not a customer care form to fill out.",,2015-02-17 16:54:28 -0800,,Pacific Time (US & Canada) 567848852943953920,positive,1.0,,,United,,mortgagejake,,0,"@united awesome. Thx. And thx for replying so damn fast, sure as hell beats 80s cheeze hold music!!",,2015-02-17 16:51:31 -0800,toronto,Atlantic Time (Canada) 567848544893169664,neutral,0.6863,,0.0,United,,lhawthorn,,0,"@united What does ""Cabin Functionality"" mean when I'm taking a customer satisfaction survey?",,2015-02-17 16:50:17 -0800,"Amsterdam or 30,000 Feet",Amsterdam 567848374113693697,negative,1.0,Lost Luggage,1.0,United,,dwjones712,,0,@united $55 cab ride to dfw from love got me my bag. Reimburse?,,2015-02-17 16:49:37 -0800,,Quito 567848201505476608,negative,1.0,Customer Service Issue,0.7027,United,,Lucas_Wiseman,,0,@united @gg8929 Unbelievable hypocrisy!!,,2015-02-17 16:48:56 -0800,"Arlington, Texas",Central Time (US & Canada) 567847753277120512,positive,1.0,,,United,,dudleywright,,0,@united thanks for not getting my BusinessFirst priority tagged bag onto my connecting flight at EWR despite a 2+ hour layover. Nice job,,2015-02-17 16:47:09 -0800,"Johnstown, Ohio",Quito 567845953245413376,positive,0.6307,,0.0,United,,palmettoblossom,,0,"@united amazing flying over 25,000 miles on #UnitedAirlines & alliance last year; still got jilted out of status! #moneyelsewhere",,2015-02-17 16:39:59 -0800,, 567845500205936640,negative,1.0,Customer Service Issue,1.0,United,,1MisterHandsome,,0,"@united On top of this, a CSR went ahead and hung up on me after I called United to discuss this.",,2015-02-17 16:38:11 -0800,,Atlantic Time (Canada) 567845492849287169,negative,1.0,Lost Luggage,1.0,United,,thodge77,,1,@united now finally in memphis. Landed 30 minutes ago. Still no bags. Paying for a service that just gets worse...,,2015-02-17 16:38:10 -0800,Memphis,Central Time (US & Canada) 567845165781532672,negative,1.0,Customer Service Issue,0.6668,United,,laurasbrown5,,0,"@united thanks for a terrible experience at EWR. Customers should be treated as a priority, not as an inconvenience #tryagain",,2015-02-17 16:36:52 -0800,NYC,Eastern Time (US & Canada) 567844852135645186,neutral,0.617,,0.0,United,,1MisterHandsome,,0,"@united Some 3rd party service known as EZEE flights. A man, who confirmed he was born in India, told me his name was Steve Wilson.",,2015-02-17 16:35:37 -0800,,Atlantic Time (Canada) 567844774994014208,negative,1.0,Can't Tell,0.3444,United,,Pat89339,,0,@united The third wheelchair is broken! http://t.co/tvk0PyxQv5,,2015-02-17 16:35:19 -0800,,Pacific Time (US & Canada) 567844362601697280,positive,1.0,,,United,,TroopSwapWife,,0,"@united She met me from customer service at the arrival of flight UA3787 PVD-IAD. Thanks, you guys have really handled this storm!",,2015-02-17 16:33:40 -0800,"Hampton Roads, Virginia",Atlantic Time (Canada) 567842806930239488,positive,0.6559999999999999,,,United,,egspoony,,0,@united ooh thanks!,,2015-02-17 16:27:29 -0800,"Chicago, IL",Central Time (US & Canada) 567842015418978304,negative,1.0,Late Flight,1.0,United,,rfogarty41,,0,"@united my flight was at 1 pm. Still at the airport gee what service. Do they care, nope. Delayed until 7:55.",,2015-02-17 16:24:21 -0800,, 567841954484068353,negative,1.0,Flight Booking Problems,0.6444,United,,adamnoontime,,0,@united very disappointed in CC. Purchased ticket online w/ voucher and charge full amnt. Would not hold price after refund. Unacceptable,,2015-02-17 16:24:06 -0800,, 567841308452249600,negative,1.0,Can't Tell,0.6985,United,,SSest72,,0,@united exactly it states a secure document is a nexus card. It does not state a passport must always be also presented. Read it,,2015-02-17 16:21:32 -0800,, 567839160779730944,neutral,0.6771,,0.0,United,,annricord,,0,"@united We were told by United to ""carry over/carry back"" for the refund.",,2015-02-17 16:13:00 -0800,Canmore,Mountain Time (US & Canada) 567838896731615234,neutral,0.6327,,0.0,United,,christruncer,,0,"@united no, I had to leave for work. Would have not been possible. So I would love to have this replaced now",,2015-02-17 16:11:57 -0800,Washington DC,Eastern Time (US & Canada) 567838799243309056,negative,1.0,Customer Service Issue,1.0,United,,HeatherGabel,,0,I feel completely cheated @united. I read your commitment to customer service via website and def did not get service suggested there.,,2015-02-17 16:11:34 -0800,"Berkeley, CA",Arizona 567837709093347328,negative,1.0,Can't Tell,0.3568,United,,annricord,,0,"@united @annricord 0162431184663. 3 of your agents said we would be refunded. Agents said United should never have sold us the ticket.",,2015-02-17 16:07:14 -0800,Canmore,Mountain Time (US & Canada) 567837314782765056,negative,0.6859999999999999,Flight Attendant Complaints,0.6859999999999999,United,,AndrewBarco1,,1,@united if your air traffic crew could get their shit together no one would notice the rudeness of the ground staff,,2015-02-17 16:05:40 -0800,Usually in a plane,Eastern Time (US & Canada) 567835857929035776,negative,0.6695,Can't Tell,0.3356,United,,747_380_1127,,0,@united IT-problems with the link? #3thparty,,2015-02-17 15:59:53 -0800,Flightlever 340,London 567834498655604736,negative,1.0,Late Flight,1.0,United,,lisakaysolomon,,0,"@United: I feel very well informed. yes, the flight is indeed delayed. Thank you. http://t.co/FuCHZRZjg5",,2015-02-17 15:54:28 -0800,"San Francisco, CA", 567833916196843520,negative,1.0,Customer Service Issue,0.6667,United,,lisadalesandro,,0,@united Why do I pay more for Coach Plus to be told preboarding that all overhead bins will be full for me,,2015-02-17 15:52:10 -0800,Los Angeles, 567833666925121536,negative,1.0,Customer Service Issue,1.0,United,,andysiz,,0,@united can I get some help changing a ticket. 40 minutes on hold and counting....,,2015-02-17 15:51:10 -0800,,Pacific Time (US & Canada) 567832640289579008,positive,1.0,,,United,,rsbluhm,,0,@united thanks for all the help! Totally appreciate it and you made it super easy too,,2015-02-17 15:47:05 -0800,"San Francisco, CA",Pacific Time (US & Canada) 567831549539966976,negative,1.0,Customer Service Issue,1.0,United,,karalynnholt,,1,@united was told by Supervisor that United disconnected their customer support # so there was nobody to address it now. #igiveup,,2015-02-17 15:42:45 -0800,San Antonio,Central Time (US & Canada) 567831351195484160,negative,1.0,Flight Booking Problems,0.6886,United,,chadsmith,,0,@united Your MileagePlus signup page is broken.,"[0.0, 0.0]",2015-02-17 15:41:58 -0800,"Wichita, KS",Central Time (US & Canada) 567830916950822912,negative,1.0,Late Flight,1.0,United,,SooyunChoi,,0,@united $7 for wifi just so I can tell my family I'm gonna be Late Flight cause i had to sit in a grounded plane for the past two hours...,,2015-02-17 15:40:15 -0800,California,Pacific Time (US & Canada) 567829834618904576,negative,1.0,Late Flight,1.0,United,,lisakaysolomon,,0,@united FYI: continuous texts and emails I am getting about the delay while held captive on the tarmac are not that helpful.,"[37.61833841, -122.38389799]",2015-02-17 15:35:56 -0800,"San Francisco, CA", 567829543723102208,negative,1.0,Damaged Luggage,1.0,United,,christruncer,,0,"@united so, not only were you Late Flight, you broke my luggage handle. You paying for a new one? http://t.co/nYVV1X3d67",,2015-02-17 15:34:47 -0800,Washington DC,Eastern Time (US & Canada) 567828973893259264,negative,1.0,Late Flight,1.0,United,,lisakaysolomon,,0,@united: No friendly skies from you today. 5hr+ weather delay in SFO followed by 1hr+ mechanical delay while sitting on plane. #NoFun,"[37.61859126, -122.38385699]",2015-02-17 15:32:31 -0800,"San Francisco, CA", 567828700726620160,negative,1.0,Customer Service Issue,0.6522,United,,wendysue411,,0,@united once again your customer service rep was rude! I asked a question and in turn got attitude. Jane was no help. Disgusted again!,,2015-02-17 15:31:26 -0800,, 567827860280324096,negative,0.6537,Can't Tell,0.6537,United,,irenefromakovos,,0,@united can you not see the thread?,,2015-02-17 15:28:06 -0800,, 567827498660159489,negative,1.0,Customer Service Issue,1.0,United,,MKfella,,0,@united poor old United: never seem to get the response right :),,2015-02-17 15:26:40 -0800,, 567827442657677313,negative,1.0,Flight Attendant Complaints,0.6906,United,,AndrewBarco1,,0,@united obviously the staff at EWR - United or otherwise have not seen your ads about - being FRIENDLY and helpful #ewr worst airport,,2015-02-17 15:26:26 -0800,Usually in a plane,Eastern Time (US & Canada) 567827275619549184,negative,0.6317,Flight Booking Problems,0.6317,United,,mortgagejake,,0,@united also why can't I pre-select seats on SFO->YYZ flight? I'm a Canadian Flight Booking Problems on http://t.co/aZltJhf7lv.,,2015-02-17 15:25:46 -0800,toronto,Atlantic Time (Canada) 567827039790571520,neutral,1.0,,,United,,mortgagejake,,0,@united does forelock guarantee the fare only or fare & seats?,,2015-02-17 15:24:50 -0800,toronto,Atlantic Time (Canada) 567826439392927744,positive,1.0,,,United,,chi_citygrl,,0,@united thanks! :),,2015-02-17 15:22:27 -0800,,Central Time (US & Canada) 567826054522617858,negative,1.0,Can't Tell,0.6392,United,,gpalcher,,0,"Hypocrisy RT @united @gg8929 I'm sorry, we're not able to offer a full refund because the exchange rate is not what you were hoping for. ^KP",,2015-02-17 15:20:55 -0800,✈,Eastern Time (US & Canada) 567825347439370240,negative,1.0,Late Flight,1.0,United,,giltweetsstuff,,0,@united I shouldn't have to spend my own $$$ on a hotel because of a weather delay. The weather being something COMPLETELY OUT OF MY CONTROL,,2015-02-17 15:18:07 -0800,California,Pacific Time (US & Canada) 567824276414558208,negative,1.0,Lost Luggage,0.6612,United,,jimzito,,0,@united eventually. You should approach bags like @AlaskaAir they get it.,,2015-02-17 15:13:51 -0800,,Mid-Atlantic 567824271234592769,negative,0.6673,Late Flight,0.3345,United,,giltweetsstuff,,0,@united What if my NYC flight is delayed and I miss my connection to Sacramento from Chicago?,,2015-02-17 15:13:50 -0800,California,Pacific Time (US & Canada) 567824229296566272,negative,1.0,Customer Service Issue,1.0,United,,annricord,,0,@united said they would give us a refund. 30 days Late Flightr NO refund.,,2015-02-17 15:13:40 -0800,Canmore,Mountain Time (US & Canada) 567823707160354816,negative,1.0,Bad Flight,0.6616,United,,uncmnwellness,,1,@united how can you not know the weight of our plane after us sitting on the plane for 2.5 hrs? Not convinced your company is safe for flt.,,2015-02-17 15:11:36 -0800,"Ventura, California",Pacific Time (US & Canada) 567823510245236739,negative,1.0,Customer Service Issue,1.0,United,,karalynnholt,,1,@united we showed up to our flight several hours early. Tried to call & was on hold 15 min b/f call disconnected.,,2015-02-17 15:10:49 -0800,San Antonio,Central Time (US & Canada) 567822865844928512,negative,1.0,Customer Service Issue,0.7055,United,,SSest72,,0,"@united if your policy changed, you must advise at the time of purchase. Same if you choose to vary it by airport! We want a FULL refund!!",,2015-02-17 15:08:15 -0800,, 567822848878968832,negative,1.0,Can't Tell,0.696,United,,qlabelle11,,0,"@united wanted to, but you Cancelled Flightled my tickets.... They were too special i guess even for united.",,2015-02-17 15:08:11 -0800,, 567822779501846528,negative,1.0,Flight Booking Problems,1.0,United,,dustinbritton23,,1,@united I'm 0/3 for Flight Booking Problems without major problems. 0% isn't bad!👎👎,,2015-02-17 15:07:54 -0800,, 567822648047321088,negative,1.0,Lost Luggage,1.0,United,,skyjumper77,,0,@united @el_ingeniero don't check your baggage if you don't have to. They will lose it!,,2015-02-17 15:07:23 -0800,, 567822613608718336,negative,0.6782,Late Flight,0.3678,United,,cslhilo,,0,@United I'm hoping we don't miss our LAX - ITO connection. Not looking forward to being stuck at LAX overnight with our team....AGAIN!,,2015-02-17 15:07:15 -0800,"Hilo, HI",Hawaii 567822548545859587,negative,0.6907,Can't Tell,0.6907,United,,SSest72,,0,@united well perhaps you could highlight where that is stated. We travel between Canada & USA on United with only Nexus,,2015-02-17 15:06:59 -0800,, 567822377473728513,negative,1.0,Late Flight,0.6655,United,,americanbudoma,,0,"@united how can you not know, after two hours of us sitting on the plane with no bags off loaded, the planes weight?!",,2015-02-17 15:06:19 -0800,"Crowley, Louisiana", 567822065471860736,negative,1.0,Late Flight,1.0,United,,cslhilo,,1,@united You make it hard to fly with you. Delayed over an hour and now the plane is turning around & heading back to the gate. #connection?,,2015-02-17 15:05:04 -0800,"Hilo, HI",Hawaii 567821292797186048,negative,1.0,Damaged Luggage,0.6367,United,,Pat89339,,0,@united Serious firing needs to happen at HNL. They broke the wheelchair you loaned me after you broke mine! http://t.co/bT37KyrByJ,,2015-02-17 15:02:00 -0800,,Pacific Time (US & Canada) 567821166775156736,negative,1.0,Customer Service Issue,1.0,United,,1MisterHandsome,,0,"@united Call customer service and of course they just say ""theres nothing we can do"" and then offer a transfer and disconnect the line.",,2015-02-17 15:01:30 -0800,,Atlantic Time (Canada) 567821133245067264,negative,0.6736,Customer Service Issue,0.3539,United,,CWWMUK,,0,"@united Now submitted for the third time, please check and confirm receipt. Have taken screen shots in case it disappears again. Thanks",,2015-02-17 15:01:22 -0800,North West of England, 567820210264137729,negative,1.0,Cancelled Flight,1.0,United,,legendjohn11,,0,@united if our already rescheduled flight is Cancelled Flightled is our hotel room paid for?,,2015-02-17 14:57:42 -0800,, 567819066708226048,negative,0.6808,Customer Service Issue,0.3559,United,,gg8929,,0,@united Classic,,2015-02-17 14:53:09 -0800,,Amsterdam 567818953881419776,positive,1.0,,,United,,TroopSwapWife,,0,@united Elizabeth at Washington Dulles just hooked me up with a new connecting flight at my gate! I'm super pleased!,,2015-02-17 14:52:42 -0800,"Hampton Roads, Virginia",Atlantic Time (Canada) 567818055771918336,positive,0.6661,,,United,,VisionRoij,,0,@united Thanks!,,2015-02-17 14:49:08 -0800,The Netherlands,Amsterdam 567816475898310656,neutral,0.6954,,0.0,United,,VisionRoij,,0,"@united Does the economy plus cabin also qualifies as a ""premium"" cabin?",,2015-02-17 14:42:52 -0800,The Netherlands,Amsterdam 567816155369570304,negative,1.0,Late Flight,1.0,United,,caphotographix,,0,@united flight UA3364 been sitting on tarmac for 30 mins with no report as to why...any input?,,2015-02-17 14:41:35 -0800,, 567816074898513920,negative,1.0,Customer Service Issue,0.33899999999999997,United,,1MisterHandsome,,0,@united A 3rd party service you use to sell your tickets has ripped me off. Excellent service United is offering.,,2015-02-17 14:41:16 -0800,,Atlantic Time (Canada) 567815174045868032,neutral,1.0,,,United,,boombaby55,,0,@united no thanks,,2015-02-17 14:37:41 -0800,san diego, 567814641918832640,neutral,0.6596,,0.0,United,,dynamoben,,0,"@united Yesterday, I'm sorted now.",,2015-02-17 14:35:34 -0800,US,America/Chicago 567814633047728128,negative,1.0,Customer Service Issue,0.6929,United,,coolingpie,,0,"@united thanks for that advice, so helpful. Can't believe you guys actually charge people to ""fly"" united","[45.58931882, -122.5959928]",2015-02-17 14:35:32 -0800,the questions district,Eastern Time (US & Canada) 567814334228774912,negative,1.0,Flight Booking Problems,0.6701,United,,annricord,,1,@united If you have had any issues with United Airlines PLEASE retweet. Paid for a full fight ticket and was given a standby instead.,,2015-02-17 14:34:21 -0800,Canmore,Mountain Time (US & Canada) 567814121870348289,negative,1.0,Customer Service Issue,0.6882,United,,CWWMUK,,0,@united just tried to log in and was told e-mail log in not currently available,,2015-02-17 14:33:30 -0800,North West of England, 567814094678675458,negative,0.6484,Flight Booking Problems,0.3297,United,,super_marek,,4,@united @gg8929 so why did you Cancelled Flight tickets for thousands of people when you didn't like the exchange rate? #doublestandards,,2015-02-17 14:33:24 -0800,between Warsaw and London,London 567814001212809216,neutral,0.6632,,0.0,United,,CWWMUK,,0,@united do you have an e-mail address I can write my account to? Might be less likely to disappear,,2015-02-17 14:33:02 -0800,North West of England, 567813839539159040,negative,1.0,Customer Service Issue,1.0,United,,CWWMUK,,0,"@united so I wasted 40mins filling in 2 online forms you are telling me you didn't receive, how do I know this won't happen this time?",,2015-02-17 14:32:23 -0800,North West of England, 567813037454917632,neutral,1.0,,,United,,VisionRoij,,0,"@united 877 from amsterdam to ewr, 02.27.2015, 737-300.",,2015-02-17 14:29:12 -0800,The Netherlands,Amsterdam 567812841081688064,negative,1.0,Late Flight,1.0,United,,hdlytle,,0,@united stuck here in IAH waiting on flight 253 to Honolulu for 7 hours due to maintenance issues. Could we have gotten a new plane!?!? Fail,,2015-02-17 14:28:25 -0800,, 567812349895245824,negative,1.0,Flight Booking Problems,0.3446,United,,NaftuliPollak,,5,@united @UnitedAppeals @gg8929 What kind of hypocrisy is that? Only Cancelled Flightling tickets with bad exchange rate if in your advantage #united,,2015-02-17 14:26:28 -0800,,Amsterdam 567812160253865984,negative,1.0,Customer Service Issue,0.6317,United,,MelodyKho,,0,@united No. The entire problem here is that I was never sent anything via email and only given a Flight Booking Problems number over the phone.,,2015-02-17 14:25:43 -0800,"NYC, Toronto ",Quito 567811913586876417,negative,1.0,Customer Service Issue,0.6359,United,,antoniocosta64,,0,@united calling that number was useless. Heading to the airport now to pick up my bags. this whole situation seems like a real joke.,,2015-02-17 14:24:44 -0800,"Conway, AR", 567811376686637056,negative,0.6957,Customer Service Issue,0.6957,United,,SurveysOnTheGo,,0,@united They couldn't get me first class on any of their flights so I just rebooked myself.,,2015-02-17 14:22:36 -0800,Costa Mesa,Pacific Time (US & Canada) 567811360404336641,neutral,0.6722,,,United,,CajunSQL,,0,@united but the gate agent and club staff got me priority standby for next so might only be minor disaster...#travelingwithsmallkids,,2015-02-17 14:22:32 -0800,"Baton Rouge, LA", 567811306900975616,negative,1.0,Can't Tell,0.6553,United,,barneykelley,,0,@united I'll be sending/posting complete details of the circumstances surrounding this matter. United airlines should be ashamed.,,2015-02-17 14:22:19 -0800,"New Canaan, Ct", 567811268900556802,negative,1.0,Bad Flight,1.0,United,,RLaPedis,,0,@United Hidden City forces me into crappy seat even though exit row is available on the first leg. Your support cannot fix. :-(,,2015-02-17 14:22:10 -0800,"San Bruno, CA",Pacific Time (US & Canada) 567811236231954433,positive,0.6471,,,United,,bernardfparsons,,0,@united JT thanks for your help I’ll complete the form once we are back home,,2015-02-17 14:22:02 -0800,"Ontario, Canada",Eastern Time (US & Canada) 567810811491524608,negative,1.0,Bad Flight,0.3544,United,,CajunSQL,,0,"@united missed it. Incoming on time, then Sat for 30, then no jetbridge driver...missed a 45min connection from an on time flight...",,2015-02-17 14:20:21 -0800,"Baton Rouge, LA", 567810274083782657,neutral,1.0,,,United,,UnitedAppeals,,0,@united @gg8929 Ladies and gents - United Airlines...,,2015-02-17 14:18:13 -0800,"London, UK", 567809206314668033,positive,1.0,,,United,,dom_inic15,,0,@united You might be dealing with frustrated passenegers. hope you all have a great day :) thank you very much for an amazing airline :),,2015-02-17 14:13:58 -0800,,Eastern Time (US & Canada) 567808424696893440,neutral,1.0,,,United,,VisionRoij,,0,@united Allright! Last question : the power outlets on my flight are available in the premium cabin. Does that include economy plus cabin?,,2015-02-17 14:10:52 -0800,The Netherlands,Amsterdam 567808255566602240,neutral,0.7083,,0.0,United,,ColtSTaylor,,0,"@united Well, It's LA and then a 2hr+ car ride to a dark Palm Springs technically. Maybe I'll get bumped to 1st class Den to PHL on Friday:)","[39.85861725, -104.67232956]",2015-02-17 14:10:12 -0800,All Over The World, 567806898549051392,negative,1.0,Cancelled Flight,0.6442,United,,CanadianCowgirl,,0,@united yes still need assistance I don't have a flight home due to change in flight u made I miss all connections !,,2015-02-17 14:04:48 -0800,Nova Scotia,Eastern Time (US & Canada) 567806788708626433,neutral,1.0,,,United,,MoonSetGallery,,0,@united I believe you have to follow me in order for me send you a DM,,2015-02-17 14:04:22 -0800,Southern New Jersey,Eastern Time (US & Canada) 567806151191191553,negative,1.0,Customer Service Issue,0.6473,United,,SSest72,,0,@united thanks! We would like an apology and a full refund. Please confirm when we will receive.,,2015-02-17 14:01:50 -0800,, 567805894885638144,neutral,1.0,,,United,,postsecret,,0,"@united Hi, can you email me here so i can share the details? Thanks. frank@postsecret.com",,2015-02-17 14:00:49 -0800,"Germantown, MD",Eastern Time (US & Canada) 567805339790475264,negative,0.66,Flight Booking Problems,0.33,United,,gg8929,,7,@united But I got a bad exchange rate so want my money back. Please can you refund without penalty.,,2015-02-17 13:58:36 -0800,,Amsterdam 567805230550634496,negative,1.0,Late Flight,0.6815,United,,kmensah,,0,"@united My flight UA1159 to Denver for #RMOUG15 has been re-cheduled 5 times. If I am no show, you'll know why! Ridiculous.",,2015-02-17 13:58:10 -0800,San Francisco,Pacific Time (US & Canada) 567805176388788224,negative,1.0,Customer Service Issue,1.0,United,,sslluvsbooks,,0,@united you're just using automated responses and don't have the decency to actually care/respond,,2015-02-17 13:57:58 -0800,Loving the Languageof Literacy,Eastern Time (US & Canada) 567805001050890240,negative,1.0,Customer Service Issue,1.0,United,,bernardfparsons,,0,@united JT the issue is with missed connections early gate closings and zero concern from customer service,,2015-02-17 13:57:16 -0800,"Ontario, Canada",Eastern Time (US & Canada) 567804951288901634,negative,0.6714,Late Flight,0.6714,United,,MatthewHendrian,,0,"@united here I was thinking how I could say so many nice things after getting upgraded, but then you delayed my flight... It's ok!",,2015-02-17 13:57:04 -0800,"Denver, CO",Mountain Time (US & Canada) 567804663303798784,neutral,0.6801,,0.0,United,,nickonken,,0,@united Can you explain how it rewards us elite Premiere 1K members?,,2015-02-17 13:55:55 -0800,"New York, NY",Pacific Time (US & Canada) 567804646157475840,neutral,0.6663,,,United,,egspoony,,0,@united for our birthdays my fiancé & I want to travel Late Flight April. You're our fave airline but Frontier has this: http://t.co/uayWrr45as :-/,,2015-02-17 13:55:51 -0800,"Chicago, IL",Central Time (US & Canada) 567804488687345665,neutral,1.0,,,United,,bernardfparsons,,0,@united I’m resending the confirmation code in a DM,,2015-02-17 13:55:14 -0800,"Ontario, Canada",Eastern Time (US & Canada) 567804350040416256,negative,1.0,Customer Service Issue,0.6432,United,,bernardfparsons,,0,@united I did DM the details back on 02/14 when this started with phone number to reach me no reply either online or by phone,,2015-02-17 13:54:41 -0800,"Ontario, Canada",Eastern Time (US & Canada) 567802900480585728,neutral,0.3666,,0.0,United,,lanceklug,,0,@United Airlines' CEO Jeff Smisek: Disloyal to Loyal Workers http://t.co/0cevY3P42b via @HuffPostBiz,,2015-02-17 13:48:55 -0800,Sacramento,Pacific Time (US & Canada) 567802723127803905,neutral,1.0,,,United,,VisionRoij,,0,"@united The guidelines say 10x9x17, my bag is 20x15.7x8.7, so it's a bit taller than the guidelines. Is that gonna be a problem?",,2015-02-17 13:48:13 -0800,The Netherlands,Amsterdam 567802662026014720,positive,0.6479,,0.0,United,,antoniocosta64,,0,@united thank you! I wish the lady in Little Rock had told me that in the morning when I asked her,,2015-02-17 13:47:58 -0800,"Conway, AR", 567802653078728705,negative,1.0,Lost Luggage,1.0,United,,mac8315,,0,@united no claim number. Haven't been back to iAd baggage since. Is there a phone I can call to speak to someone?,,2015-02-17 13:47:56 -0800,,Eastern Time (US & Canada) 567802111321444352,neutral,1.0,,,United,,michaelvandijk1,,0,"@united do you think there Will problems at Newark, NJ on Saturday due to expected snow?",,2015-02-17 13:45:47 -0800,Nederland,Amsterdam 567802015527755776,neutral,1.0,,,United,,MoonSetGallery,,0,@united Got it. I am following the United page.,,2015-02-17 13:45:24 -0800,Southern New Jersey,Eastern Time (US & Canada) 567801519207374849,positive,0.6531,,0.0,United,,thesuesaga,,0,"@united Thank you for the speedy response! I figured it may be something of that nature. You guys and your ""fine print,"" haha",,2015-02-17 13:43:26 -0800,"North Hollywood, CA", 567801163581546496,negative,1.0,Customer Service Issue,0.6559,United,,boombaby55,,0,@united worst service ever 😈,,2015-02-17 13:42:01 -0800,san diego, 567800930683609088,negative,1.0,Customer Service Issue,1.0,United,,VettedShopper,,0,@united thanks for your attention. I would actually like to make a specific complaint about customer service at DCA. What is my best option?,,2015-02-17 13:41:05 -0800,,Eastern Time (US & Canada) 567800823674310658,negative,1.0,Can't Tell,0.6542,United,,judaline6,,0,@united can't believe United can't find someone to just simply check a seat back for a missing passport. Loved United but debating choice,,2015-02-17 13:40:40 -0800,,Quito 567799935173947392,negative,1.0,Can't Tell,0.6406,United,,barneykelley,,1,@united I am furious. You're firm is a disgrace. Despite all our efforts you did zero to protect our daughter. All alone at night # United,,2015-02-17 13:37:08 -0800,"New Canaan, Ct", 567798535262060544,positive,1.0,,,United,,Unocrew224,,0,@united holy high speed internet batman! Speeds at United Club at IAD are insanely fast! Thanks,,2015-02-17 13:31:34 -0800,NJ,Eastern Time (US & Canada) 567798174946172928,negative,1.0,Flight Booking Problems,1.0,United,,Kustomers1st,,1,@united Your website Flight Booking Problems experience is an obnoxious upsell-laden disaster for anyone with half a brain.,,2015-02-17 13:30:08 -0800,So Cal,Pacific Time (US & Canada) 567797955202416641,neutral,0.6767,,0.0,United,,mosesfreund,,0,@united @MrAndyEp like 2 weeks after my flight!?!? Creative!,,2015-02-17 13:29:16 -0800,, 567797894431117312,negative,1.0,Late Flight,0.6998,United,,Raretturner,,0,@united Flt 4487 is having some MAJOR delays bc ground crew was so SLOW. The flight crew has been terrific. Been 2 hours on the ground..😡...,,2015-02-17 13:29:01 -0800,"Washington, DC",Eastern Time (US & Canada) 567797429517692928,negative,1.0,Late Flight,0.667,United,,sslluvsbooks,,0,"@united sorry, I hate united. i won't get to see my family until Thursday",,2015-02-17 13:27:11 -0800,Loving the Languageof Literacy,Eastern Time (US & Canada) 567797327071838208,positive,1.0,,,United,,KCousineau09,,0,@united Thanks for the timely service & great staff getting my wife and me to and from Cancun this past week for our honeymoon.,,2015-02-17 13:26:46 -0800,"Titletown, USA",Central Time (US & Canada) 567796570197086208,positive,0.6635,,0.0,United,,CWWMUK,,0,"@united done just now, thanks.",,2015-02-17 13:23:46 -0800,North West of England, 567796247672721409,neutral,1.0,,,United,,ColtSTaylor,,0,@united Currently on standby to Lax then it is a 2 hour ride to Palm Springs. Long day starting at a snowy 3:30 am in philly.,"[39.85861339, -104.67232131]",2015-02-17 13:22:29 -0800,All Over The World, 567794720425144321,negative,1.0,Customer Service Issue,1.0,United,,k8slo,,0,"@United Your customer service for Mileage Plus customers is a disgrace. I just spent 45 min on the phone to reset a pin number, with no luck",,2015-02-17 13:16:25 -0800,Washington DC,Eastern Time (US & Canada) 567794573495250944,neutral,0.6464,,0.0,United,,MelodyKho,,0,"@united No, I do not. I was only given a Flight Booking Problems reference number.",,2015-02-17 13:15:50 -0800,"NYC, Toronto ",Quito 567794017593991169,negative,1.0,Can't Tell,0.645,United,,nickonken,,1,@united All these changes. Way to stick it to your Premiere 1K loyal customers. Why make things harder for those that loyal to you?,,2015-02-17 13:13:37 -0800,"New York, NY",Pacific Time (US & Canada) 567793696956231680,negative,1.0,Late Flight,1.0,United,,HamiltonSarah,,0,"@united thanks for the offer, but I finally made it to my destination, albeit hours Late Flight.",,2015-02-17 13:12:21 -0800,"chicago, il",Central Time (US & Canada) 567793494695157760,negative,1.0,Cancelled Flight,0.6598,United,,SurveysOnTheGo,,0,@United Airlines Cancelled Flights OC FLL #flight today. $700 to switch. No notice no apology. We are done flying #UnitedAirlines.,,2015-02-17 13:11:32 -0800,Costa Mesa,Pacific Time (US & Canada) 567793423248547840,neutral,1.0,,,United,,RobPapa1,,0,@united can you send me another confirmation email?,,2015-02-17 13:11:15 -0800,Ravens Nation 51814,Atlantic Time (Canada) 567793064221130752,negative,1.0,Can't Tell,0.3333,United,,ferriertv,,0,@united it would be super if you paid as much attention to actual fliers as you do to credit card holders.,,2015-02-17 13:09:50 -0800,Denver,Mountain Time (US & Canada) 567792433687175168,negative,1.0,Late Flight,0.6594,United,,LizGaskins,,0,@united I travel a lot and I get it. You're still my fave but EWR to Cleveland w/40 min layover to connect to DC = our best option? Come on.,,2015-02-17 13:07:19 -0800,"Washington, DC",Eastern Time (US & Canada) 567791786145378304,negative,1.0,Lost Luggage,1.0,United,,antoniocosta64,,0,"@united 3pm and my bags still not here. not even a courtesy toiletries kit. not the flight experience I was expecting, very disappointed.",,2015-02-17 13:04:45 -0800,"Conway, AR", 567791389011910656,negative,1.0,Cancelled Flight,1.0,United,,27_POWERS,,0,@United Airlines Cancelled Flights OC FLL #flight today. $700 to switch. No notice no apology. Done flying #UnitedAirlines.,,2015-02-17 13:03:10 -0800,"Costa Mesa, CA",Pacific Time (US & Canada) 567791059393335297,neutral,0.6957,,,United,,VisionRoij,,0,"@united sorry, wrong link for the bag : http://t.co/pZAl4wtrEZ Thats the one i meant",,2015-02-17 13:01:52 -0800,The Netherlands,Amsterdam 567790995148783616,negative,1.0,Bad Flight,0.6296,United,,mattman1964,,0,"@united flight 86 LAX-IAD, back rows NOT CLEANED prior to boarding. How gross is that to find used tissues in your seat? Please.",,2015-02-17 13:01:36 -0800,NoVa,Eastern Time (US & Canada) 567790926857531393,positive,1.0,,,United,,Jamie_Fisher886,,0,@united thank you! 😊,,2015-02-17 13:01:20 -0800,Glasgow,London 567790272265887744,neutral,0.6523,,0.0,United,,Tony_Ciccolella,,0,"@united take a lesson from @VirginAmerica , they know how to treat customers!",,2015-02-17 12:58:44 -0800,"Brentwood, CA",Pacific Time (US & Canada) 567790177063608320,negative,1.0,Customer Service Issue,1.0,United,,Tony_Ciccolella,,0,@united plus you horrible seating and poor customer service everywhere I've flown. now you take away the mileage program..horrible,,2015-02-17 12:58:21 -0800,"Brentwood, CA",Pacific Time (US & Canada) 567789974717747200,negative,1.0,Customer Service Issue,1.0,United,,Tony_Ciccolella,,0,@united you'd learn if you listen to your customers...you do want you want...@VirginAmerica asks their customer what they want,,2015-02-17 12:57:33 -0800,"Brentwood, CA",Pacific Time (US & Canada) 567789435795861504,negative,1.0,Customer Service Issue,1.0,United,,danahajek,,0,@united customer service 👎,,2015-02-17 12:55:25 -0800,chicago IL,Central Time (US & Canada) 567789433010016256,negative,1.0,Customer Service Issue,0.6544,United,,barneykelley,,0,@united Priceless. United stranded my daughter at O'Hare. United did zero to keep her safe.....alone on a plastic chair for 9h! # United Air,,2015-02-17 12:55:24 -0800,"New Canaan, Ct", 567788982974619649,neutral,1.0,,,United,,MelodyKho,,0,"@united Hi again, any updates here?",,2015-02-17 12:53:37 -0800,"NYC, Toronto ",Quito 567788423352950784,neutral,1.0,,,United,,VisionRoij,,0,@united Could you tell me if this bag would be accepted as a personal item ? Can i bring one carry-on bag plus this? http://t.co/U390cZpLHl,,2015-02-17 12:51:23 -0800,The Netherlands,Amsterdam 567788341538861056,negative,1.0,Cancelled Flight,1.0,United,,DC_Geoff,,0,@united 3359 which you finally Cancelled Flightled.,,2015-02-17 12:51:04 -0800,"Washington, DC",Atlantic Time (Canada) 567787240399851520,negative,0.6667,Customer Service Issue,0.3542,United,,NozzeOro,,0,.@united what link? Those are all the email offers u sent me in a year to buy/transfer miles.The last 1 just expired http://t.co/ZZPs5ywVE2,,2015-02-17 12:46:41 -0800,Italy,Rome 567786652991770629,negative,1.0,Late Flight,1.0,United,,applecor2,,0,@united thanks finally made it.. Missed meetings but what can I do now?,,2015-02-17 12:44:21 -0800,,Mountain Time (US & Canada) 567786475262345216,negative,1.0,Late Flight,1.0,United,,sslluvsbooks,,0,@united Our flight was originally supposed to leave at 1:40pm & now we won't leave until 5. This is the 2nd time this has happened,,2015-02-17 12:43:39 -0800,Loving the Languageof Literacy,Eastern Time (US & Canada) 567786224812060672,negative,1.0,Lost Luggage,1.0,United,,rizolltizide,,0,"@united Supposedly, they're out for delivery. I'll believe it when I see it.",,2015-02-17 12:42:39 -0800,St. Pete,Eastern Time (US & Canada) 567786135904980993,negative,0.6641,Customer Service Issue,0.6641,United,,Maslowchild,,0,"@united Thank you. Yes, I was hoping to speak with someone directly, but appreciate the link nonetheless. :)",,2015-02-17 12:42:18 -0800,West Coast of America,Alaska 567782895306412032,positive,0.6571,,0.0,United,,triathlete06,,0,@united Sure did! Only waited about 15min. Yay!,,2015-02-17 12:29:25 -0800,,Seoul 567782346833686528,negative,1.0,Lost Luggage,1.0,United,,MeaganKristenC,,0,"@united Hi JH, my experience with United has been entirely disgusting but yes, I'd like assistance in getting compensated for my bag.",,2015-02-17 12:27:15 -0800,New York | Los Angeles,Atlantic Time (Canada) 567781813326589952,positive,1.0,,,United,,jaypedde,,0,@united took this picture on Thursday. #awesome http://t.co/IVGpZSjtkW,,2015-02-17 12:25:07 -0800,"North Plainfield, NJ", 567781357355794432,negative,0.6544,Customer Service Issue,0.6544,United,,Vinobuddha,,0,@united probably wouldn't be doing it had someone returned my call or email. Case number 8273993,,2015-02-17 12:23:19 -0800,, 567780888700669952,negative,1.0,Can't Tell,0.3423,United,,joebarti,,0,"@united I can't even fit my name on the first two lines, yes... Please do pass on feedback. This is a big downgrade from previous years.",,2015-02-17 12:21:27 -0800,Colorado,Amsterdam 567780426601996288,positive,0.6629999999999999,,,United,,NozzeOro,,0,Is expiring the @united offer to buy or transfer #United #MileagePlus miles with discount? Many offers during a year http://t.co/6tz6imqZlG,,2015-02-17 12:19:37 -0800,Italy,Rome 567778703959408641,negative,1.0,Cancelled Flight,0.6684,United,,shaneadambecker,,0,"@united no, it was 2 flight Cancelled Flightlations (one due to weather, one mechanical) paid own hotel, bag held in transfer. No voucher/compensation",,2015-02-17 12:12:46 -0800,"New York, NY",Atlantic Time (Canada) 567778606546694144,negative,1.0,Cancelled Flight,0.6786,United,,mlipschits,,0,@united i got email that my reservations got Cancelled Flightled and i will be refunded. Nothing got refunded as of yet,,2015-02-17 12:12:23 -0800,Jerusalem-London-Antwerp, 567778009013178368,negative,1.0,Cancelled Flight,1.0,United,negative,realmikesmith,Cancelled Flight,0,@united So what do you offer now that my flight was Cancelled Flighted and I'm stranded away from home and work?,"[26.37852293, -81.78472152]",2015-02-17 12:10:00 -0800,Chicago,Eastern Time (US & Canada) 567775456678912000,negative,1.0,Can't Tell,1.0,United,,madmcferrin,,0,@united you are really trying me today.,,2015-02-17 11:59:52 -0800,,Quito 567775418612195328,positive,0.6522,,,United,,ColtSTaylor,,0,@united looks like I'm settled in to where I'm going. Thx.,"[39.85871934, -104.67371484]",2015-02-17 11:59:43 -0800,All Over The World, 567775140319358976,neutral,0.6598,,0.0,United,,thodge77,,0,@united flt 4567 has had two more updates in the last 3 minutes.,,2015-02-17 11:58:36 -0800,Memphis,Central Time (US & Canada) 567774437673603073,negative,1.0,Customer Service Issue,0.6882,United,,kristofurmac,,0,@united no they were to busy taking to each other and I needed to get to an audition.,,2015-02-17 11:55:49 -0800,LA, 567773706707021824,neutral,1.0,,,United,,mac8315,,0,@united was never given one,,2015-02-17 11:52:55 -0800,,Eastern Time (US & Canada) 567773609939058688,negative,1.0,Customer Service Issue,0.7007,United,,bernardfparsons,,0,@united quick response offering assistance but lack of follow through - not really the service I was expecting,,2015-02-17 11:52:31 -0800,"Ontario, Canada",Eastern Time (US & Canada) 567772765756080128,negative,1.0,Late Flight,0.6652,United,,DC_Geoff,,1,@united Stuck in IAD going on 6 hours waiting for a ferry flight from Nashville that u can't tell when it will arrive?!! Ridiculous!!,,2015-02-17 11:49:10 -0800,"Washington, DC",Atlantic Time (Canada) 567771124235517952,negative,1.0,Flight Attendant Complaints,0.6789,United,,thodge77,,0,"@united flt 4567 no gate agent, no announcements. So unprofessional. Time to go back to @Delta",,2015-02-17 11:42:39 -0800,Memphis,Central Time (US & Canada) 567770993159307264,positive,1.0,,,United,,RWMann,,0,"@united Thanks, ^KP. Please also mention the Quiche breakfast and Tandoori chicken dinner entrees and accompaniments are truly First Class.",,2015-02-17 11:42:08 -0800,"Port Washington, NY 11050",Eastern Time (US & Canada) 567770910107897856,negative,1.0,Late Flight,1.0,United,,thodge77,,0,@united flt. 4567 departure time has changed five times in the last 20 minutes. Why don't you figure out a solution and announce once?,,2015-02-17 11:41:48 -0800,Memphis,Central Time (US & Canada) 567769798831255552,negative,1.0,Lost Luggage,1.0,United,,raedenez,,0,@united bags are still in Houston since Friday and still have not been reimbursed the baggage fee.,,2015-02-17 11:37:23 -0800,North Tonawanda, 567768156111126528,negative,0.6533,Lost Luggage,0.6533,United,,rizolltizide,,0,@united who can tell me where they are?,,2015-02-17 11:30:51 -0800,St. Pete,Eastern Time (US & Canada) 567767997981671424,negative,1.0,Cancelled Flight,1.0,United,,thodge77,,0,"@united flight 4567 have already been Cancelled Flightled once, been trying to get home two days. Staff being very unhelpful.",,2015-02-17 11:30:13 -0800,Memphis,Central Time (US & Canada) 567767810655670272,negative,1.0,Flight Attendant Complaints,1.0,United,,DGomezPearlberg,,1,@united each flight is worse than last! flight attendants don't even know whether the plane is equipped with power outlets at the seats!,"[40.70773298, -74.17069948]",2015-02-17 11:29:29 -0800,NYC,Eastern Time (US & Canada) 567767744356294656,negative,0.6691,Flight Attendant Complaints,0.3523,United,,thodge77,,0,@united flight 4567 agent now wandered off. Pilots came out looking for her. Went to charge her personal phone which she'd been txting on,,2015-02-17 11:29:13 -0800,Memphis,Central Time (US & Canada) 567767439493300224,negative,1.0,Flight Attendant Complaints,1.0,United,,thodge77,,0,@united waiting for flight 4567 to memphis. Incredibly rude gate agent waited until after departure time to announce delay. (1 of 2) #rude,,2015-02-17 11:28:00 -0800,Memphis,Central Time (US & Canada) 567767341090361344,negative,0.6703,Flight Booking Problems,0.3626,United,,TexanHollie,,0,@united I don't see how I need to spend an extra $100 bc of ur equipment failure.,,2015-02-17 11:27:37 -0800,The Lone Star State,Central Time (US & Canada) 567767251383808000,negative,1.0,Flight Booking Problems,0.3571,United,,TexanHollie,,0,@united I don't need to make any changes. I reserved my seats when I bought my tickets and there was an error & now there are no comp seats,,2015-02-17 11:27:15 -0800,The Lone Star State,Central Time (US & Canada) 567767199700758530,negative,1.0,Bad Flight,0.6481,United,,DGomezPearlberg,,1,@united its 2015 and no power outlets at the seats on a 6 hour flight to California? Seriously? This is why airlines are failing!! Pathetic!,"[40.70749747, -74.17084113]",2015-02-17 11:27:03 -0800,NYC,Eastern Time (US & Canada) 567767009908109312,negative,0.6633,Late Flight,0.6633,United,,jmacie3,,0,@united thanks kp but luckily my transfer has maintenance issues and is still delayed so I didn't miss my transfer...,,2015-02-17 11:26:18 -0800,, 567766554600038402,neutral,0.6596,,0.0,United,,CWWMUK,,0,"@united No, not received any e-mails in either Inbox or junk/spam",,2015-02-17 11:24:29 -0800,North West of England, 567766384378388480,negative,0.65,Customer Service Issue,0.65,United,,MBinMD,,0,@united - could you please send me a phone # to the refunds department? We have submitted our claim through email without success.,,2015-02-17 11:23:49 -0800,,Eastern Time (US & Canada) 567766329352921088,negative,1.0,Late Flight,0.7139,United,,conlach,,0,"@united I'm not this person, but I've been sitting in Denver for three hours and all I want to do is get on a plane. Please let me go home.",,2015-02-17 11:23:36 -0800,"Bozeman, Montana",Central Time (US & Canada) 567765716527771648,negative,1.0,Late Flight,0.6489,United,,jupiterjpr,,0,@united flight 441 on 2/4 was delayed over three hours because the pilot never showed up!,,2015-02-17 11:21:10 -0800,, 567765558393700352,negative,0.6526,Late Flight,0.3579,United,,AndrewBarco1,,0,@united I just need to get to RIC tonight. I've been in EWR for 24hrs now.,,2015-02-17 11:20:32 -0800,Usually in a plane,Eastern Time (US & Canada) 567765379653849091,negative,1.0,Can't Tell,0.7077,United,,elliotg9,,0,@united which is why my next flights to Miami will be on another airline.,,2015-02-17 11:19:49 -0800,, 567764411205439488,negative,1.0,Customer Service Issue,0.3516,United,,catmaxed,,0,@united It is super frustrating that the folks at the United Ticket Counter in Pittsburg aren't honoring their own Media Rate! #unitedfail,,2015-02-17 11:15:58 -0800,,Pacific Time (US & Canada) 567763529277923329,negative,1.0,Lost Luggage,0.6901,United,,joelraronoff,,0,@united 45 minutes after arrival and no bags for most people. UA469 from den to ewr. How long should we wait until a ual rep comes here?,,2015-02-17 11:12:28 -0800,"Denver, CO",Mountain Time (US & Canada) 567761865779195904,neutral,0.6906,,0.0,United,,thesuesaga,,0,@united What is the policy behind changing passengers' seating assignments at the gate?,,2015-02-17 11:05:51 -0800,"North Hollywood, CA", 567761476338073600,negative,1.0,Customer Service Issue,0.6806,United,,SSest72,,0,@united with Karen and found her unhelpful and rude called United at the time & told she could board but Karen would not accept,,2015-02-17 11:04:19 -0800,, 567761267826651139,negative,1.0,Flight Attendant Complaints,0.6404,United,,SSest72,,0,"@united she has crossed 4 prior times with other carriers and no issue. Karen was rude, untrained and unhelpful I also spoke",,2015-02-17 11:03:29 -0800,, 567761113631449089,negative,0.6642,Can't Tell,0.3494,United,,SSest72,,0,"@united nexus confirmed that at any crossing via air, car or boat she can travel with only Nexus.",,2015-02-17 11:02:52 -0800,, 567760901869416448,negative,1.0,Customer Service Issue,0.6701,United,,SSest72,,0,@united 2 employee yelled at her. 3 employee stood with others whispering and pointing at her from behind counter,,2015-02-17 11:02:02 -0800,, 567760664752824321,negative,1.0,Flight Attendant Complaints,0.3437,United,,SSest72,,0,@united 1 refused boarding with Nexus. nexus confirmed she should not be refused,,2015-02-17 11:01:05 -0800,, 567760060080599040,positive,1.0,,,United,,sarahrib,,0,"@united on a good note, the 2 employees I encountered @ Newark were fabulous. I was very Late Flight for my connecting flight and they got me on!!!",,2015-02-17 10:58:41 -0800,"Plattsburgh, New York",Quito 567758882484793344,negative,1.0,Lost Luggage,1.0,United,,ms06883,,0,@united u lost my bag and would not refund my bag fee? Does that make sense to you? And yes I already called cust svc. They said no.,,2015-02-17 10:54:00 -0800,"fairfield county, connecticut", 567758478371196928,negative,1.0,Bad Flight,0.6524,United,,alecearush,,0,@United yall tried it with this little bitty plane flying out of boston!! I hate little planes!!!,,2015-02-17 10:52:24 -0800,, 567756838529208320,positive,0.6697,,0.0,United,,pbralick,,0,"@united doing a good thing, holding flight for a few for 11 peeps on Late Flight connecting flight. We'll still make destination on time",,2015-02-17 10:45:53 -0800,Colorado,Mountain Time (US & Canada) 567756837320392705,neutral,1.0,,,United,,andtheretheygo,,0,@united Q: Just purchased ticket to #Hawaii for trip in Late Flight-March. Does this mean we will acquire miles based on price or distance flown?,,2015-02-17 10:45:53 -0800,, 567754288055988224,positive,0.6526,,,United,,swampynomo,,0,@united stay warm - I will be passing through Chicago next week,,2015-02-17 10:35:45 -0800,NJ/NYC,Eastern Time (US & Canada) 567754136255725568,negative,1.0,Customer Service Issue,0.6725,United,,rjewry,,1,@united the refund request functionality on http://t.co/5IMDckODfx is broken.i get a time out error.,,2015-02-17 10:35:09 -0800,, 567752542491516928,negative,1.0,Late Flight,0.6667,United,,fshubert,,0,@united @NY_NJairports Only at Newark can you land 15 minutes early but lose all that time waiting on tarmac for a gate.,,2015-02-17 10:28:49 -0800,Northwestern NJ,Eastern Time (US & Canada) 567752396097351681,negative,1.0,Flight Booking Problems,0.3429,United,,courtneymjay,,0,@united giving up on your direct flight from IAH to Honolulu. 3rd attempt in 3 years - 3rd delay. $7 meal voucher. Wow. Customer service!,,2015-02-17 10:28:14 -0800,,Atlantic Time (Canada) 567750428595871745,neutral,0.6566,,0.0,United,,rdahlstrom99,,0,"@United just played the Most bizarre ""safety"" video I've ever seen... http://t.co/Hlm2Oks6xl",,2015-02-17 10:20:25 -0800,"ÜT: 40.635407,-73.991869", 567749045524131841,negative,1.0,Lost Luggage,0.6716,United,,jholowka,,0,@united Nearly 48 hours Late Flightr and still no idea where it is. I will never fly United again if I can help it.,,2015-02-17 10:14:55 -0800,Toronto,Eastern Time (US & Canada) 567748973428219904,negative,1.0,Bad Flight,1.0,United,,fshubert,,0,@united 1591 had wi-fi broken on plane. Had same outage on 1618 on Friday. How can Southwest get it right on every plane but United can't?,,2015-02-17 10:14:38 -0800,Northwestern NJ,Eastern Time (US & Canada) 567748863449395201,positive,0.6792,,,United,,RWMann,,0,@United WiFi onboard 737-800 far superior in pricing and performance (user-perceived bandwidth and Late Flightncy) to recent @GoGo experiences.,,2015-02-17 10:14:11 -0800,"Port Washington, NY 11050",Eastern Time (US & Canada) 567748565095968769,negative,1.0,Late Flight,1.0,United,,MsDMichelle,,0,@united Second day & attempt trying to leave IAD & I'm on another plane delayed for mechanical issues. Over an hour delayed!,,2015-02-17 10:13:00 -0800,"Washington, DC",Eastern Time (US & Canada) 567747764906635265,neutral,0.6452,,0.0,United,,MoonSetGallery,,0,@united Is there a direct number to call to request a refund? Its telling me its not valid as I changed the ticket. No number on site,,2015-02-17 10:09:50 -0800,Southern New Jersey,Eastern Time (US & Canada) 567747041976410112,negative,1.0,Late Flight,1.0,United,,TuraPeter,,0,@united when is my plane coming? Been delayed for almost 7 hours. No plane.,,2015-02-17 10:06:57 -0800,, 567746540903493632,negative,1.0,Bad Flight,1.0,United,,tcfitz3,,0,@united Not fast enough. No excuse for service between big hubs to have such outdated craft. Southwest has wifi. This is awful.,,2015-02-17 10:04:58 -0800,Houston,Central Time (US & Canada) 567746527704018944,positive,1.0,,,United,,MaryStinchfield,,0,@united thankful for great service in Newark. Seats fixed and I was seated with my daughter! Fab landing in Fort Myers!,,2015-02-17 10:04:55 -0800,Massachusetts , 567745362727686145,negative,1.0,Late Flight,1.0,United,,JenSpnSuperstar,,0,@united my mother's flight was delayed from phl-ord. We're on our way to NRT and the gate refused to upgrade. A platinum. Blegh,,2015-02-17 10:00:17 -0800,"Houston, Texas",Central Time (US & Canada) 567745233900044289,negative,1.0,Late Flight,0.7055,United,,rfogarty41,,0,@united is Late Flight again. Everyone braved the weather and 40 passengers are waiting for a flight crew. Really!,,2015-02-17 09:59:46 -0800,, 567745016702181376,negative,1.0,Lost Luggage,1.0,United,,jrrodrig57,,0,@united Miserable trip ... lost bag Sat... found Mon... lost again... shipping 2nd day ground Tues... might have it for return flight home,,2015-02-17 09:58:54 -0800,, 567745009890623488,negative,1.0,Customer Service Issue,0.6854,United,,elliotg9,,0,@united spending the afternoon @ Mia. Not your fault. No lounge? Very inconvenient.,,2015-02-17 09:58:53 -0800,, 567744887664439298,negative,1.0,Customer Service Issue,1.0,United,,mosesfreund,,0,@united costumer service sucks! Waiting for a week for a response,,2015-02-17 09:58:24 -0800,, 567744571124482048,neutral,1.0,,,United,,aries83861,,0,"@united Is there a way to get a copy of Feb's edition of Hemisphere magazine with out flying?",,2015-02-17 09:57:08 -0800,ottawa, 567743132180033536,negative,0.6756,Flight Booking Problems,0.6756,United,,ColtSTaylor,,0,@united I somehow think I'm going to be stuck paying for a hotel room in Denver without winter clothes on my dime. I guess we'll see.,,2015-02-17 09:51:25 -0800,All Over The World, 567742857411166208,neutral,0.6756,,0.0,United,,rakerr,,0,"@united I normally ask people to put on headphones...but not toddlers. Maybe planes should have a ""kid"" section (near the back) ;)","[0.0, 0.0]",2015-02-17 09:50:20 -0800,,Mountain Time (US & Canada) 567742500366872576,negative,0.6581,Customer Service Issue,0.6581,United,,ColtSTaylor,,0,@united of course I need help. I've been DMing you ladies and gents all day. Your only solution is hope for the best and LAX.,,2015-02-17 09:48:54 -0800,All Over The World, 567742141334437888,neutral,0.6752,,0.0,United,,MelodyKho,,0,@united Confirmation number: NJV4BP - All I need is email confirmation of flight from NYC - SFO Feb 4,,2015-02-17 09:47:29 -0800,"NYC, Toronto ",Quito 567741700597366784,neutral,1.0,,,United,,BlueOceanTweets,,1,@United Is Changing Its #MileagePlus Program: Winners and Losers http://t.co/38OTLzAK5d #airline #travel #loyalty #rewards,,2015-02-17 09:45:44 -0800,"Halifax, Nova Scotia",Atlantic Time (Canada) 567741692854276096,positive,0.6632,,0.0,United,,brenttaylor,,0,@united Brandi Zabsonre in Denver deserves a raise for bringing delight into a terrible travel situation. big ups http://t.co/TK3aOpdtSQ,,2015-02-17 09:45:42 -0800,,Central Time (US & Canada) 567740187380170752,neutral,0.6872,,,United,,Trizzy412,,0,@united thank you!!!!! And next flight to Durango then driving to Farmington New Mexico for work! But hitting the slopes in Durango!,,2015-02-17 09:39:43 -0800,pittsburgh,Eastern Time (US & Canada) 567739357881040896,negative,1.0,Customer Service Issue,0.3654,United,,ljsbrooks,,0,"@united I was denied use of a rear facing car seat on UA5025, an ERJ145. Can you confirm the actual policy?",,2015-02-17 09:36:25 -0800,, 567739149818413056,negative,1.0,Late Flight,0.7206,United,,Aeisinger,,0,"@united you better hold my flight to Tucson #5237, just landed in Houston after an hour delay for some minor computer problem",,2015-02-17 09:35:36 -0800,Deerfield,Mountain Time (US & Canada) 567738192426590209,neutral,0.6631,,0.0,United,,rajuchinthala,,0,Thx! Stand by! “@united: @rajuchinthala I know it's frustrating and I do appreciate your patience while we try to get you on your way. ^JH”,,2015-02-17 09:31:47 -0800,Indianapolis,Eastern Time (US & Canada) 567738031398866944,neutral,0.6637,,0.0,United,,stephbahnie,,0,"@united roundtrip tickets to NJ are DRAMATICALLY cheaper through Virgin, pretty pricey via United. Can you match them?",,2015-02-17 09:31:09 -0800,,Pacific Time (US & Canada) 567736717352763394,negative,1.0,Damaged Luggage,1.0,United,,mac8315,,0,"@united dropped off a luggage at IAD over 2 months ago for repair from damages haven't heard anything about it since, when do I get it back?",,2015-02-17 09:25:56 -0800,,Eastern Time (US & Canada) 567736507687895040,neutral,0.6806,,,United,,BhutanOrient,,0,@united that's what I thought! Thanks for the clarification!,,2015-02-17 09:25:06 -0800,Bhutan,Pacific Time (US & Canada) 567735983370539008,negative,1.0,Cancelled Flight,1.0,United,,AndrewBarco1,,0,@united feck guys. Stop Cancelled Flightling flights from EWR to RIC the weather is fine I both locations!!!,,2015-02-17 09:23:01 -0800,Usually in a plane,Eastern Time (US & Canada) 567735710392659968,neutral,0.6577,,,United,,BhutanOrient,,0,"@united + UA has been rolling out improvements too, we think. Hoping they'll catch up soon? Meantime, ANA is our preference!",,2015-02-17 09:21:56 -0800,Bhutan,Pacific Time (US & Canada) 567735204656066560,positive,1.0,,,United,,BhutanOrient,,0,"@united @FlyANA_official pleasantly surprised to find ANA has made major upgrades on their transpacific route in flights, planes and service",,2015-02-17 09:19:55 -0800,Bhutan,Pacific Time (US & Canada) 567734795849834497,negative,1.0,Cancelled Flight,1.0,United,,shannonhannon,,0,@united Step 1: Cancelled Flight flight. Step 2: Don't notify customer. Step 3: Charge them for food while they try to survive their wait. Brilliant.,,2015-02-17 09:18:17 -0800,, 567734731694157824,neutral,1.0,,,United,,mosesfreund,,0,@united i need my confirmation number! Can you give it to me?,,2015-02-17 09:18:02 -0800,, 567734618095230976,negative,1.0,Can't Tell,1.0,United,,BhutanOrient,,0,"@united + besides, no small degree of self-interest. We take that route several times a year & would hate to be in that situation.",,2015-02-17 09:17:35 -0800,Bhutan,Pacific Time (US & Canada) 567734128011784192,negative,1.0,Cancelled Flight,0.6875,United,,SeanHerwaldt,,0,.@united we rebooked. But @casleah and I had to split up and take different flights because a pilot ran out of hours? Frustrating.,,2015-02-17 09:15:38 -0800,Kanasa City,Central Time (US & Canada) 567733609130233856,positive,0.7097,,0.0,United,,BhutanOrient,,0,"@united no worries about the tweets. We all should do what we can to make sure we, as in your tag line, ""Fly the Friendly Skies.""",,2015-02-17 09:13:35 -0800,Bhutan,Pacific Time (US & Canada) 567733228690083841,positive,1.0,,,United,,jsumiyasu,,0,@united @jsumiyasu I am thankful to the United ground staff who put me in the last seat on the last flight out. Home Late Flight is still home!,,2015-02-17 09:12:04 -0800,So Cal,Pacific Time (US & Canada) 567733177590874114,positive,1.0,,,United,,ClaudiaStClair,,0,@united I appreciate the follow up.,"[40.35805521, -111.78241283]",2015-02-17 09:11:52 -0800,"Salt Lake City, Utah",Mountain Time (US & Canada) 567732468657041408,negative,1.0,Flight Attendant Complaints,1.0,United,,BhutanOrient,,0,@united + that's the gist of what the flight attendant told her.,,2015-02-17 09:09:03 -0800,Bhutan,Pacific Time (US & Canada) 567732284959113216,negative,1.0,Flight Attendant Complaints,0.7033,United,,BhutanOrient,,0,@united BTW is it true you have to remind flight staff after checking in even after indicating meal prefer on your reservation? +,,2015-02-17 09:08:19 -0800,Bhutan,Pacific Time (US & Canada) 567731810910498816,negative,1.0,Flight Attendant Complaints,0.6812,United,,BhutanOrient,,0,"@united +what took me aback was the response by the flight attendant, who put the responsibility squarely back on passenger's shoulders. +",,2015-02-17 09:06:26 -0800,Bhutan,Pacific Time (US & Canada) 567731738924032000,negative,1.0,Customer Service Issue,0.3463,United,,MiKasuga,,0,@united No but u cld explain how such a disorganized and inefficient company w surly and obviously unhappy employees stays in business.,,2015-02-17 09:06:09 -0800,"New York, NY",Eastern Time (US & Canada) 567731485894270977,negative,1.0,Late Flight,0.6806,United,,applecor2,,0,@united sat at airport for 5 hrs still sitting at gate.. Sigh,,2015-02-17 09:05:08 -0800,,Mountain Time (US & Canada) 567730952260943873,neutral,0.6995,,0.0,United,,BhutanOrient,,0,@united actually we did not consider she might have made a mistake. She did not complain beyond that she indicated it on her reservation.,,2015-02-17 09:03:01 -0800,Bhutan,Pacific Time (US & Canada) 567730472076464129,negative,1.0,Late Flight,0.3487,United,,CanadianCowgirl,,0,@united Gold Star for united- change my flight- miss all connections- but can't accommodate me until a MUCH Late Flightr arrival time-Not HAPPY!,,2015-02-17 09:01:07 -0800,Nova Scotia,Eastern Time (US & Canada) 567730299912482816,negative,0.3456,Can't Tell,0.3456,United,,meracross,,0,"@united's first-class #cockup http://t.co/oh7CFv7DHR",,2015-02-17 09:00:26 -0800,Toronto,Pacific Time (US & Canada) 567730143536226304,neutral,0.6919,,0.0,United,,napsareforkids,,0,@united all day travel. #swag #ijustwanttosleep,,2015-02-17 08:59:48 -0800,West Palm Beach , 567729696662511616,positive,1.0,,,United,,mchooyah,,0,@united Thank you for the new Club at O'Hare. Very comfortable. You made the difficult weather days proficient and enjoyable.,,2015-02-17 08:58:02 -0800,,Mazatlan 567729246198837248,neutral,0.6702,,,United,,CWWMUK,,0,@united Filled in the form you sent the link to on 29.1.15 and then either 9 or 10.2.15,,2015-02-17 08:56:14 -0800,North West of England, 567727599627943936,negative,1.0,Late Flight,1.0,United,,alvintylaw,,0,@united did not let me get on the IAH-HNL direct. Now weather delay for my SFO leg. Stop being reactive and be proactive!,,2015-02-17 08:49:42 -0800,"Island of Oahu, Hawaii", 567727403964055552,negative,0.7109,Can't Tell,0.3609,United,,richardkerris,,0,"@united Bad coffee, but the juice is ok. #GetPhilz @ United Terminal SFO Airport http://t.co/Sg7IQqFVsO","[37.62006843, -122.38822083]",2015-02-17 08:48:55 -0800,"Los Gatos, CA ", 567726860638101504,negative,1.0,Customer Service Issue,1.0,United,,mlipschits,,0,@united why am i mot getting my refund?,,2015-02-17 08:46:46 -0800,Jerusalem-London-Antwerp, 567725820056068096,negative,1.0,Can't Tell,1.0,United,,kat_volk,,0,.@united nothing apparently. I've flown w/ you 4 times in last 3 weeks and 3 of those experiences (incl today) were clusterfucks.,,2015-02-17 08:42:37 -0800,"Tucson, AZ and Vancouver, BC",Arizona 567725163077070848,negative,0.6496,Bad Flight,0.3416,United,,BhutanOrient,,0,@united didn't get her name. She was not in our group. She was sitting behind us. Think it was window seat #40? We only overheard...,,2015-02-17 08:40:01 -0800,Bhutan,Pacific Time (US & Canada) 567724189872697348,negative,0.6579,Customer Service Issue,0.3344,United,,mtezna,,0,@united You know what the United Club needs? Power. MOAR power. Insufficient outlets for the #RoadWarrior (ORD),,2015-02-17 08:36:09 -0800,Virginia,Eastern Time (US & Canada) 567724091809878016,negative,1.0,Customer Service Issue,0.6701,United,,TheSapphireLife,,0,@united THRILLED to have my carry-on checked against my will by two nasty gate agents only to see an entire empty bin when I boarded last...,,2015-02-17 08:35:45 -0800,"Boston, MA", 567717552290136065,negative,1.0,Can't Tell,0.3587,United,,OHaraAmber,,0,@united what if business as usual meant dropping the bully mentality and fostering inspiration for a greater business #EmployeeRelations,,2015-02-17 08:09:46 -0800,"Wheatridge,Colo", 567716403117957120,negative,1.0,Bad Flight,1.0,United,,tcfitz3,,0,"@United - Ridiculous to fly outdated 757s anywhere much less btwn IAH and SFO. No power ports, no Wifi, no personal entertainment. TORTURE",,2015-02-17 08:05:12 -0800,Houston,Central Time (US & Canada) 567714192980201472,negative,1.0,longlines,0.3469,United,,lauralscott,,0,@united last night we waited forever at the gate because someone from corporate dispatch FORGOT to call the crew #unfriendlyskies,"[0.0, 0.0]",2015-02-17 07:56:25 -0800,"ÜT: 40.976702,-72.210688",Quito 567713896627470336,negative,1.0,Flight Attendant Complaints,1.0,United,,rachaeldoyle21,,0,"@united Broken entertainment system on my 8 hour NYC flight, terrible cabin crew service and online complaint form won't work #hopeless",,2015-02-17 07:55:15 -0800,"Portsmouth, UK", 567711860938772480,neutral,1.0,,,United,,Jamie_Fisher886,,0,@united how much does it cost to check in an additional bag? Traveling from newark to glasgow. Thank you :),,2015-02-17 07:47:09 -0800,Glasgow,London 567703258425081857,negative,1.0,Late Flight,0.7073,United,,wackydunks,,0,.@united call my work and tell them it's your fault I'm Late Flight,,2015-02-17 07:12:58 -0800,"grand rapids, michigan",Eastern Time (US & Canada) 567701830805618688,positive,1.0,,,United,,scherzva,,0,"@united New Apple crâpe, amazing! Live from UA1207. Really nice crew too. #AmericanAir has biscuits, UA needs them 2 http://t.co/gZ9GqDT7Jj",,2015-02-17 07:07:18 -0800,"ÜT: 34.188976,-118.613497",Eastern Time (US & Canada) 567686845903826947,neutral,0.6579,,0.0,United,,AsianAdidasGirl,,0,@united clicked on the link and got this? #confused http://t.co/xMAQcucWZl,"[30.09009009, -95.64621813]",2015-02-17 06:07:45 -0800,Houston,Central Time (US & Canada) 567676400933416960,negative,1.0,Late Flight,0.7098,United,,MiKasuga,,0,"@United is officially the worst, most delayed, and least helpful airline I have ever had the misfortune of flying on",,2015-02-17 05:26:15 -0800,"New York, NY",Eastern Time (US & Canada) 567663136082513920,negative,1.0,Lost Luggage,1.0,United,,hannahtorney,,0,@united i have items of sentimental value that I'm heartbroken are missing,,2015-02-17 04:33:32 -0800,Omagh/Belfast,London 567634106058821632,neutral,1.0,,,United,,gwaki,,0,@united even though technically after I land I will be silver?,,2015-02-17 02:38:11 -0800,,Central Time (US & Canada) 567630296783155203,negative,1.0,Customer Service Issue,0.6752,United,,ljsbrooks,,0,@united still waiting for a reply,,2015-02-17 02:23:03 -0800,, 567627253991735296,negative,1.0,Bad Flight,0.3611,United,,DBsViewOnThings,,0,@united please see a flight attendant for what? Why isn't there enough room for over head bags? I carry on to save time!!!,,2015-02-17 02:10:58 -0800,,Atlantic Time (Canada) 567623209026334720,negative,0.6337,Flight Booking Problems,0.6337,United,,markhlyon,,0,"Wanted to get my bag benefit, but instead get $25 pricing on all three tickets. When adding a card, MP Visa is only option. @united","[38.9058375, -77.00423674]",2015-02-17 01:54:53 -0800,"Washington, DC",Eastern Time (US & Canada) 567617486703853568,negative,1.0,Customer Service Issue,0.6797,United,,feliciastoler,,0,@united I tried 2 DM it would not go thru... not sure why,"[0.0, 0.0]",2015-02-17 01:32:09 -0800,New Jersey,Central Time (US & Canada) 567614049425555457,negative,1.0,Customer Service Issue,0.3545,United,,JustOGG,,0,"@united, link to current status of flights/airports? Fly BWI-EWR-MCO this morning yet can't yet tell what any problems are except see snow.",,2015-02-17 01:18:29 -0800,Tweets = My Opinion,Eastern Time (US & Canada) 567595670463205376,negative,1.0,Late Flight,1.0,United,,CRomerDome,,0,@united I like delays less than you because I'm the one on the plane. Connect me with a voucher,,2015-02-17 00:05:27 -0800,"Portland, OR",Pacific Time (US & Canada) 567594579310825473,negative,1.0,Bad Flight,0.6707,United,,brenduch,,0,"@united and don't hope for me having a nicer flight some other time, try to do things right. You sold me those tickets with that connetion",,2015-02-17 00:01:07 -0800,,Buenos Aires 567592368451248130,negative,1.0,Late Flight,1.0,United,,brenduch,,0,"@united the we got into the gate at IAH on time and have given our seats and closed the flight. If you know people is arriving, have to wait",,2015-02-16 23:52:20 -0800,,Buenos Aires 567591480085463040,negative,1.0,Late Flight,0.34600000000000003,United,,CPoutloud,,0,@united yes. We waited in line for almost an hour to do so. Some passengers just left not wanting to wait past 1am.,,2015-02-16 23:48:48 -0800,"Washington, DC", 570309156290367488,negative,1.0,longlines,0.6624,Southwest,,thisradlove,,0,@SouthwestAir still waiting. Just hit one hour.,,2015-02-24 11:47:53 -0800,Today I'm in: Maryland ,Atlantic Time (Canada) 570309145276125185,negative,0.6361,Cancelled Flight,0.6361,Southwest,,tomcblock,,0,@SouthwestAir although I'm not happy you Cancelled Flighted my flight home tomorrow (phx to atl then dca) I am happy on how easy it was to rebook,,2015-02-24 11:47:50 -0800,"ÜT: 38.965477,-77.428287",Eastern Time (US & Canada) 570307615189835777,negative,1.0,Customer Service Issue,1.0,Southwest,,cindyjwhitaker,,0,@SouthwestAir Hello - been on hold for extremely long time. Have confirmation # & can't get boarding pass. Have tried numerous times!!,,2015-02-24 11:41:45 -0800,,Central Time (US & Canada) 570306086475075585,neutral,0.6443,,,Southwest,,liveseasoned,,0,"@SouthwestAir I'm teaching new #travelers how to research, #budget & #save for a trip today! http://t.co/Qll48r57ep",,2015-02-24 11:35:41 -0800,, 570305647759265793,negative,1.0,Customer Service Issue,1.0,Southwest,,cindyjwhitaker,,0,@SouthwestAir Very frustrated for the loooooong wait time to speak to a live person!!! Cannot get boarding pass for flight tomorrow!!,,2015-02-24 11:33:56 -0800,,Central Time (US & Canada) 570305078470557697,negative,1.0,Customer Service Issue,1.0,Southwest,,Tim535353,,0,@SouthwestAir still no update text #2053 & still no response to email fr1/5/2015 SR #256746438028. Feel like yr losing customer service/care,,2015-02-24 11:31:41 -0800,"St. Louis, MO",Central Time (US & Canada) 570304445734629376,negative,1.0,Customer Service Issue,0.6761,Southwest,,tonybrancato,,0,@SouthwestAir your agents were the ones who were rude and unhelpful and prompted my initial tweet. This is so easy to fix.,"[41.19758614, -73.76914167]",2015-02-24 11:29:10 -0800,Chappaqua NY,Eastern Time (US & Canada) 570304178314190848,negative,1.0,Bad Flight,0.6784,Southwest,,tonybrancato,,0,@SouthwestAir my wife had been in group A in prev. flight but got bumped for some reason. Alone with two kids. At least put her in group A,"[41.1974934, -73.76920486]",2015-02-24 11:28:06 -0800,Chappaqua NY,Eastern Time (US & Canada) 570303797605617665,negative,1.0,Late Flight,1.0,Southwest,,KellDuckKan,,0,@SouthwestAir my flight was delayed 4 hrs. I'm 5 months pregnant & supposed to be caring for my mom whose in surgery now. Very upset.,,2015-02-24 11:26:35 -0800,"Columbus, OH",Eastern Time (US & Canada) 570303399276761088,positive,1.0,,,Southwest,,tylerhansen331,,0,@SouthwestAir thank you so much completely made things right!,,2015-02-24 11:25:00 -0800,, 570302532955844608,positive,1.0,,,Southwest,,Shpressyourself,,0,@SouthwestAir love them! Always get the best deals!,,2015-02-24 11:21:34 -0800,,Central Time (US & Canada) 570302460235026433,neutral,1.0,,,Southwest,,brittanylinnes,,0,@SouthwestAir can you follow me so I can send you the info?,,2015-02-24 11:21:16 -0800,"New York, NY",Eastern Time (US & Canada) 570302337069264900,negative,1.0,Customer Service Issue,0.6667,Southwest,,ryanshaw100,,0,@SouthwestAir Been on hold 34 min so far trying to book seat for my infant. Price increased $42 in meantime. What do I do?,,2015-02-24 11:20:47 -0800,"Chicago, IL",Central Time (US & Canada) 570302030742470658,neutral,0.6825,,,Southwest,,HaleyOstrander,,0,@SouthwestAir once again on Glassdoor's Best Places To Work snagging # 15 overall #notsurprising #LUVthem,,2015-02-24 11:19:34 -0800,TX, 570301794850639872,negative,1.0,longlines,0.3438,Southwest,,tedm23,,0,@SouthwestAir poor performance all around! Paid for Express checkin weeks ago and can't even leverage it #bullshit,,2015-02-24 11:18:38 -0800,"Burlington, Ma",Central Time (US & Canada) 570299642887442433,positive,0.6809,,,Southwest,,tonybrancato,,0,@SouthwestAir thx. Make it right. Help Meagan Fouty Brancato fl#2771 dfw gate 4 preboard w/kids - b4 group A please. Please.,"[41.19747574, -73.76926201]",2015-02-24 11:10:05 -0800,Chappaqua NY,Eastern Time (US & Canada) 570299331707854848,neutral,0.6681,,0.0,Southwest,,MarsalaHolla,,0,@SouthwestAir can you update me on the emergency landing in Jacksonville right now? #parentsonboard,,2015-02-24 11:08:50 -0800,, 570298362907508738,neutral,1.0,,,Southwest,,NardosKing2,,0,@SouthwestAir I have been on hold for over 28 minutes please help http://t.co/Fx9BIJlxAt,,2015-02-24 11:05:00 -0800,,Eastern Time (US & Canada) 570298155465609217,neutral,1.0,,,Southwest,,SaTxTechunter,,0,@SouthwestAir can y'all develop Ding for a chrome/Firefox browser extension? That would be swell,,2015-02-24 11:04:10 -0800,"San Antonio, TX",Mexico City 570296754832318465,neutral,0.6787,,0.0,Southwest,,PBI_Airport,,0,@SouthwestAir can take u to Midway-Chicago March 8th-April 6th. Can't make it then? @AmericanAir can get u to @fly2ohare year round. #FlyPBI,,2015-02-24 10:58:36 -0800,"West Palm Beach, FL",Hawaii 570296670568751106,negative,0.6374,longlines,0.3297,Southwest,,frankplaza_,,0,@SouthwestAir Logically you would think you check all that before you have people board. I could've drove home in the time I've been waiting,,2015-02-24 10:58:16 -0800,"St.Peters, MO",Central Time (US & Canada) 570294002077061120,positive,1.0,,,Southwest,,catjubs,,0,@SouthwestAir thanks Southwest for saving our trip. my sweetheart isn't going to miss seeing #AltonBrownLive thanks to y'all! #SOhappy,,2015-02-24 10:47:40 -0800,lurking in a coffeehouse,Pacific Time (US & Canada) 570293661377961984,negative,1.0,Customer Service Issue,0.6465,Southwest,,Sarahtherower,,0,@SouthwestAir can you have someone call me back? I have been on hold two times today for over 20 min and still haven't gotten through,,2015-02-24 10:46:19 -0800,Orange County,Arizona 570293557724110850,neutral,1.0,,,Southwest,,idk_but_youtube,,0,@SouthwestAir did you know that suicide is the second leading cause of death among teens 10-24,,2015-02-24 10:45:54 -0800,1/1 loner squad,Eastern Time (US & Canada) 570293527982301184,positive,0.7004,,,Southwest,,PiersonStone,,0,"@SouthwestAir never mind, I moved my flight to tomorrow. Thanks for the help!",,2015-02-24 10:45:47 -0800,,Central Time (US & Canada) 570293142257311744,neutral,0.7015,,0.0,Southwest,,brittanylinnes,,0,.@SouthwestAir she needs a wheelchair at the gate for sure. What options does she have?,,2015-02-24 10:44:15 -0800,"New York, NY",Eastern Time (US & Canada) 570293100326862849,positive,1.0,,,Southwest,,cheesensausage,,0,@SouthwestAir I managed to get sorted out over the phone. Good luck dealing with the snow in Texas!,,2015-02-24 10:44:05 -0800,Eau Claire, 570292976603295744,negative,1.0,Flight Attendant Complaints,0.3723,Southwest,,tonybrancato,,0,"@SouthwestAir has grounded 2 flights b/c of equipment problems & been rude to my wife, traveling alone w/our 2 young kids. never again.",,2015-02-24 10:43:35 -0800,Chappaqua NY,Eastern Time (US & Canada) 570292914686955520,neutral,0.3511,,0.0,Southwest,,Marc_Hoffman,,0,@SouthwestAir Do you promise to not unfollow me? 😉,,2015-02-24 10:43:21 -0800,"Denver, CO",Mountain Time (US & Canada) 570291219919736832,neutral,1.0,,,Southwest,,NecroticDoctor,,0,@SouthwestAir Just DMed you my confirmation number.,,2015-02-24 10:36:36 -0800,Trapped in Baltimore.,Atlantic Time (Canada) 570289521113366531,negative,1.0,Late Flight,1.0,Southwest,,Heavenlychc9,,0,@SouthwestAir oh look you just delayed our flight an additional half hour now arriving at 6 officially five hours after planned. 😡😡😡😡😤😤😤,,2015-02-24 10:29:51 -0800,, 570289080090689536,positive,1.0,,,Southwest,,crook_justin,,0,@SouthwestAir weather bc of system outage. Hopefully everything goes smoothly now. Thank you for follow up,,2015-02-24 10:28:06 -0800,Fort Lauderdale, 570288961064710145,negative,1.0,Bad Flight,0.7020000000000001,Southwest,,crook_justin,,0,@SouthwestAir belt issues. Been a rough day for them. Worst part is traveling with 9 month old and having to wait outside in 85 degree,,2015-02-24 10:27:38 -0800,Fort Lauderdale, 570288841447366658,neutral,1.0,,,Southwest,,unknownfilmaker,,0,"@SouthwestAir oh, is it only in Atlanta?",,2015-02-24 10:27:09 -0800,EVERYWHERE, 570288799860846592,negative,0.6477,Lost Luggage,0.3295,Southwest,,crook_justin,,0,@SouthwestAir they were moved to the 210pm flight #4649. Main concern now is luggage arriving with them. They were told that SW was having,,2015-02-24 10:26:59 -0800,Fort Lauderdale, 570288380384292864,positive,0.6456,,0.0,Southwest,,jparkermastin,,0,@SouthwestAir I USED to always fly Southwest.,,2015-02-24 10:25:19 -0800,, 570287651137445888,negative,1.0,Lost Luggage,1.0,Southwest,,jparkermastin,,0,@SouthwestAir got my bags 35 hours Late Flightr and an offer of $50 to go pick them up. Taxi costs $65 one way. Spent $200 for the inconvenience.,,2015-02-24 10:22:26 -0800,, 570287513874669568,negative,0.6526,Can't Tell,0.3684,Southwest,,MauriceRabb,,0,@SouthwestAir thx but I'll be expecting a credit for this leg.,"[41.78546237, -87.7430551]",2015-02-24 10:21:53 -0800,Chicago,Central Time (US & Canada) 570287238145290240,neutral,1.0,,,Southwest,,briman007,,0,"@SouthwestAir sure, please follow me so I can do so?",,2015-02-24 10:20:47 -0800,"Atlanta, GA",Eastern Time (US & Canada) 570286359983886336,negative,1.0,Bad Flight,0.3525,Southwest,,JJBehrens,,0,"@SouthwestAir appreciate y'all getting the gate issue figured GRR. Plenty open gates, yet we sit and wait on tarmac","[42.88502249, -85.52894527]",2015-02-24 10:17:18 -0800,"Grandville, Michigan", 570285979753443328,neutral,1.0,,,Southwest,,JReneeX0X0,,0,@SouthwestAir sent!,,2015-02-24 10:15:47 -0800,Around...,Eastern Time (US & Canada) 570285465145876480,negative,1.0,Customer Service Issue,0.6691,Southwest,,jawswald,,0,@SouthwestAir 20 minutes on hold waiting is ridiculous......,"[0.0, 0.0]",2015-02-24 10:13:44 -0800,603 | 205,Eastern Time (US & Canada) 570285012882472961,negative,0.627,Customer Service Issue,0.627,Southwest,,Heavenlychc9,,0,@SouthwestAir have u seen any of the messages the past hour ?,,2015-02-24 10:11:57 -0800,, 570284725740285952,neutral,1.0,,,Southwest,,MnMwillmott,,0,@SouthwestAir I'm following now,,2015-02-24 10:10:48 -0800,"woodstock, Ontario, Canada",Atlantic Time (Canada) 570284129138274304,positive,1.0,,,Southwest,,catjubs,,0,"@SouthwestAir THANK YOU for your awesome flights. Sweetheart got screwed on @FlyFrontier, managed to scramble and get a SW plane today. !!!",,2015-02-24 10:08:26 -0800,lurking in a coffeehouse,Pacific Time (US & Canada) 570284111425892353,positive,1.0,,,Southwest,,RebeccaKling,,0,@SouthwestAir Thanks so much!,,2015-02-24 10:08:22 -0800,Chicago,Central Time (US & Canada) 570283824040382464,positive,1.0,,,Southwest,,VolunteerLBK,,0,@SouthwestAir round-trip tickets just arrived for our auction at the Post-Masters Invitational! Thanks Southwest! http://t.co/mRfBjtePef,,2015-02-24 10:07:13 -0800,"Lubbock, TX",Central Time (US & Canada) 570283248301043712,negative,1.0,Flight Booking Problems,0.6606,Southwest,,slobotski,,0,@SouthwestAir went to purchase a flight that I began processing not even 4 minutes earlier and the points had gone up - any help?,,2015-02-24 10:04:56 -0800,Midwest + Airplanes,Central Time (US & Canada) 570282347267895296,negative,1.0,Damaged Luggage,1.0,Southwest,,coromex97,,0,@SouthwestAir I'm so upset that my luggage was damaged and the rude employee at the Laguardia airport didn't help!,,2015-02-24 10:01:21 -0800,, 570282333892251648,positive,0.6729999999999999,,0.0,Southwest,,kelsey_rae2011,,0,@SouthwestAir tv stream means I get to spend my flight watching 1999 and 2011 Women's World Cup Finals. #throwback #bestflightever,,2015-02-24 10:01:18 -0800,, 570281719074566145,neutral,0.6655,,0.0,Southwest,,srsable7290,,0,@SouthwestAir what is the status of the bag check area at FFL?,,2015-02-24 09:58:51 -0800,,Eastern Time (US & Canada) 570281275216367616,positive,0.345,,0.0,Southwest,,SMiles1307,,0,@SouthwestAir @heavenlychc9 I'd at least enjoy a free cocktail...or two.,,2015-02-24 09:57:05 -0800,, 570280800244994048,positive,1.0,,,Southwest,,NinjaEpisode,,0,@SouthwestAir I agree! RT @9NEWS: One airline is the fly-away favorite at DIA #9NEWSBusiness http://t.co/o3WlaInImY,,2015-02-24 09:55:12 -0800,"Denver, CO", 570280641503211520,negative,1.0,Lost Luggage,0.6736,Southwest,,Heavenlychc9,,0,@SouthwestAir its flight #218 of that matters to you all. Hell next we all won't get our luggage properly transferred #facepalm #smh,,2015-02-24 09:54:34 -0800,, 570280553422950401,negative,1.0,Customer Service Issue,1.0,Southwest,,michaelossa,,0,@SouthwestAir your phone service sucks,,2015-02-24 09:54:13 -0800,"Newark, Ohio",Central Time (US & Canada) 570279812922789888,neutral,0.6699,,0.0,Southwest,,PiersonStone,,0,"@SouthwestAir my flight at BWI is delayed and I will miss my flight in Denver, is there a way to find out if they will hold the plane?",,2015-02-24 09:51:17 -0800,,Central Time (US & Canada) 570279442750291969,positive,1.0,,,Southwest,,sundialtours,,0,"@SouthwestAir ""Airport snow removal method #22.."" Keep up the good work folks, this is where Cessna's become 747's! http://t.co/7poFSXOjSY",,2015-02-24 09:49:49 -0800,"Astoria, OR",Tijuana 570278679491670016,negative,0.7,Flight Attendant Complaints,0.3667,Southwest,,SLCsRaddest,,0,@SouthwestAir are people in an exit row still supposed to give their verbal approvals? I was never asked on the flight I'm on...,,2015-02-24 09:46:47 -0800,,Central Time (US & Canada) 570277221916647425,negative,1.0,Late Flight,1.0,Southwest,,Heavenlychc9,,0,@SouthwestAir and now our arrival is delayed nearly 5hours. Yeah an entire day in an airport is not my idea of a stress less vacation #fail,,2015-02-24 09:40:59 -0800,, 570277008216870912,negative,1.0,Cancelled Flight,1.0,Southwest,,Heavenlychc9,,0,@SouthwestAir oh and now your company has caused us to lose an entire day of our vacation in Cancun. De Boarded waiting for another plane,,2015-02-24 09:40:08 -0800,, 570276440874323968,negative,0.6508,Flight Booking Problems,0.3601,Southwest,,cheesensausage,,0,"@SouthwestAir trying to change my reservation, been on hold for 45 minutes, and can't do it online-was directed to call. Help?",,2015-02-24 09:37:53 -0800,Eau Claire, 570275218515726337,negative,1.0,Customer Service Issue,1.0,Southwest,,NecroticDoctor,,0,@SouthwestAir My first call got dropped. Waited 15 mins for the second but ran out of time. Will try again Late Flightr. No way to do this online?,,2015-02-24 09:33:01 -0800,Trapped in Baltimore.,Atlantic Time (Canada) 570274815736549376,negative,0.7024,Flight Booking Problems,0.7024,Southwest,,Marc_Hoffman,,0,"@SouthwestAir Yo, I'm trying to make a change to a reservation but whenever I select the flight it says, ""Unable to price"". Please help!",,2015-02-24 09:31:25 -0800,"Denver, CO",Mountain Time (US & Canada) 570274371685777409,negative,1.0,Customer Service Issue,0.6411,Southwest,,Heavenlychc9,,0,@SouthwestAir great now we are all de boarding perfectly plane is shot. Fml. Plans are screwed. Thanks for nothing @SouthwestAir,,2015-02-24 09:29:40 -0800,, 570274362936266752,neutral,0.6746,,,Southwest,,CTHUSTLEHARDER,,0,@SouthwestAir Teyana Taylor Performing #MedusaFridays 2.27 Free Till11 http://t.co/qwFMoQ0dQl http://t.co/kbb0B5FxMK #TheMenOfBusiness,,2015-02-24 09:29:37 -0800,"Arlington,Tx",Central Time (US & Canada) 570274049118625792,negative,1.0,Bad Flight,0.3542,Southwest,,bmorechi,,0,"@SouthwestAir had to let us off the plane bc the toilets done even work! There goes my family vacay to playa del Carmen, Mexico! #neveragain",,2015-02-24 09:28:23 -0800,Chicago,Central Time (US & Canada) 570272778840104960,negative,1.0,Can't Tell,1.0,Southwest,,NaLeih,,0,@SouthwestAir thanks for the apology. Unfortunately i have had one too many bad experiences and will no longer be flying with southwest.,,2015-02-24 09:23:20 -0800,, 570272714205863936,negative,0.6509999999999999,Customer Service Issue,0.6509999999999999,Southwest,,JReneeX0X0,,0,@SouthwestAir I was told by customer service that only customer relations can extend the expiration date of my unused travel funds.,,2015-02-24 09:23:04 -0800,Around...,Eastern Time (US & Canada) 570272387985514497,negative,1.0,Late Flight,1.0,Southwest,,Heavenlychc9,,0,@SouthwestAir @SMiles1307 over two hours now. Ugh we should all get vouchers this is inexcusable ESP after a pre flight check that was ok.,,2015-02-24 09:21:47 -0800,, 570272186419847168,neutral,1.0,,,Southwest,,tbranagh,,0,@SouthwestAir I have a 5:30 flight out of Birmingham tomorrow night. Can I reschedule it for an earlier flight because of the expected snow?,,2015-02-24 09:20:59 -0800,,Central Time (US & Canada) 570272015598411776,neutral,0.6806,,0.0,Southwest,,MarlaDShepard,,0,You have to follow me back so that I can DM @SouthwestAir,,2015-02-24 09:20:18 -0800,"Raleigh, NC", 570271730729689088,negative,1.0,Bad Flight,0.6481,Southwest,,Singal3,,0,"@SouthwestAir horrible experience, passenger of size was 1/3 in my seat, offered $50 voucher for this by Christine C http://t.co/1xzrK66wVQ",,2015-02-24 09:19:10 -0800,, 570271704972464129,neutral,0.6542,,,Southwest,,Heavenlychc9,,0,@SouthwestAir 3rd time flying southwest in two years. Have another trip back to mx on October.,,2015-02-24 09:19:04 -0800,, 570271248640401409,negative,0.69,Can't Tell,0.69,Southwest,,ceoDanya,,0,"@SouthwestAir yes, very much so! I was looking forward to using your airlines for future flights but never again.",,2015-02-24 09:17:15 -0800,The next President of Libya,Quito 570271138464419840,negative,1.0,Bad Flight,0.3485,Southwest,,ceoDanya,,0,@SouthwestAir need to learn how to treat people with respect and just a little dignity. #FAIL,,2015-02-24 09:16:49 -0800,The next President of Libya,Quito 570270848201797632,negative,1.0,Flight Booking Problems,1.0,Southwest,,RealMaryAgnes,,0,"@SouthwestAir Redeem-points packages magically gone by time we finally got through @ 10:01, felt like #baitandswitch",,2015-02-24 09:15:39 -0800,,Atlantic Time (Canada) 570270818539839488,neutral,1.0,,,Southwest,,JBadnastythug,,0,@SouthwestAir done,,2015-02-24 09:15:32 -0800,"Duluth, MN",Eastern Time (US & Canada) 570270216694968320,negative,1.0,Customer Service Issue,1.0,Southwest,,julia021685,,0,@SouthwestAir I think I get a faster response on Twitter than I do when I call...what's up with that?,,2015-02-24 09:13:09 -0800,, 570270166166183936,neutral,0.67,,0.0,Southwest,,ElaineBBfan,,0,@SouthwestAir Any idea when the winter advisory will be posted for ATL for tomorrow (2/25)?? I'd rather get to PHL tonight.,,2015-02-24 09:12:57 -0800,"Boston, Atlanta, or in-flight",Atlantic Time (Canada) 570268558451720193,negative,1.0,Flight Attendant Complaints,0.6764,Southwest,,MnMwillmott,,0,"@SouthwestAir then had to watch the staff check off each passenger on the list TWICE, because the first time they forgot look at IDs. Brutal",,2015-02-24 09:06:34 -0800,"woodstock, Ontario, Canada",Atlantic Time (Canada) 570268160202567680,negative,1.0,Late Flight,1.0,Southwest,,MnMwillmott,,0,"@SouthwestAir was on flight 2373 from CHI-BUF last night, almost 2 hour delay cuz someone got on the plane without a pass - sounds safe. 1/2",,2015-02-24 09:04:59 -0800,"woodstock, Ontario, Canada",Atlantic Time (Canada) 570267457841033216,positive,1.0,,,Southwest,,_missjoannalee,,0,@SouthwestAir Thx for your quick response and action! bf will make good use of the voucher #satisfied #happycustomer,,2015-02-24 09:02:11 -0800,Canada,Pacific Time (US & Canada) 570266640614498304,negative,0.6837,Customer Service Issue,0.3673,Southwest,,passthechorizo,,0,@SouthwestAir nothing you can do to help us restore some barely-expired #RapidRewards points?,,2015-02-24 08:58:56 -0800,Chicago,Central Time (US & Canada) 570266265971003394,negative,1.0,Flight Booking Problems,1.0,Southwest,,RealMaryAgnes,,0,@SouthwestAir Rapid Rewards program sold me short. #Lasttweetaboutthis but still #disappointed.,,2015-02-24 08:57:27 -0800,,Atlantic Time (Canada) 570265831822778368,negative,1.0,Bad Flight,1.0,Southwest,,Heavenlychc9,,0,@SouthwestAir freezing in the plane,,2015-02-24 08:55:43 -0800,, 570265804748550144,negative,1.0,Flight Attendant Complaints,0.6970000000000001,Southwest,,Heavenlychc9,,0,@SouthwestAir where your airline people screwed up our boarding passes on the way back from puerto Vallarta. This is horrible and we are,,2015-02-24 08:55:37 -0800,, 570265563035004928,negative,1.0,Can't Tell,0.3378,Southwest,,Heavenlychc9,,0,@SouthwestAir from groupA to group C. We have never got to sit next to each other on any south west flight not even on our honey moon,,2015-02-24 08:54:39 -0800,, 570265397058002944,negative,1.0,Cancelled Flight,1.0,Southwest,,Heavenlychc9,,0,@SouthwestAir flight to Atlanta getting Cancelled Flightled and then had to re schedule on the phone for over 1.5 hours with a rep this bumping us,,2015-02-24 08:54:00 -0800,, 570265280674459648,negative,1.0,Can't Tell,0.6917,Southwest,,Heavenlychc9,,0,@SouthwestAir due to an apparent water issue that checked out fine during the checks my husband and I already had to deal with our first,,2015-02-24 08:53:32 -0800,, 570265133638942720,negative,1.0,Customer Service Issue,0.3656,Southwest,,Heavenlychc9,,0,@SouthwestAir u have a lot of pissed off hungry tired people stuck at midway 4 over 2 hours after scheduled departure. This is inexcusable,,2015-02-24 08:52:57 -0800,, 570264856223330304,negative,1.0,Can't Tell,0.3426,Southwest,,byronics,,0,@SouthwestAir do you know that your lost baggage portal http://t.co/hUcLXluV5h doesn't work on mobile? It's a 404 http://t.co/O4ZR27Qpcr,,2015-02-24 08:51:51 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570264793140953088,negative,1.0,Bad Flight,0.6654,Southwest,,Patobrien61,,0,"@SouthwestAir if you're going to charge for wifi, do us all a solid and make sure it doesn't take the length of the flight to open a page",,2015-02-24 08:51:36 -0800,"Perdido Key, FL", 570264481772777472,negative,0.708,Late Flight,0.708,Southwest,,smcrissman,,0,"@SouthwestAir your website has now reverted my 1st flight to only a 5-minute delay. But it's changed, so is that reliable information?",,2015-02-24 08:50:22 -0800,"Hampton Roads, Virginia",Eastern Time (US & Canada) 570264474784894976,negative,1.0,Cancelled Flight,0.6406,Southwest,,joelwg,,0,@SouthwestAir SWA helps the hotel industry. I always book flights a day before I need to be somewhere as SWA consistent Cancelled Flights/delays.,,2015-02-24 08:50:20 -0800,,Pacific Time (US & Canada) 570264316743544832,negative,1.0,Customer Service Issue,1.0,Southwest,,gabehosler,,0,@SouthwestAir unfortunately once the call was answered service was horrid. SWA was the role-model of finger pointing & excuses #DISAPPOINTED,"[38.30097379, -122.30180037]",2015-02-24 08:49:42 -0800,"San Diego, CA",Pacific Time (US & Canada) 570264292169162752,neutral,0.6475,,,Southwest,,SamDori4,,0,@SouthwestAir Barzegar charges tourists 700 euros [!] a night for their stay in the tent village he runs. http://t.co/igSVzvrbbN,,2015-02-24 08:49:36 -0800,, 570263130141564929,neutral,1.0,,,Southwest,,unknownfilmaker,,0,@SouthwestAir can you please make sense of the companion promo? How to we set it up?,,2015-02-24 08:44:59 -0800,EVERYWHERE, 570262460395098112,neutral,0.6818,,0.0,Southwest,,JBadnastythug,,0,@SouthwestAir unfortunately I don't even have that. My phone died before o had a chance to grab it. It was from OMA to SAN from 3/27-4/2,,2015-02-24 08:42:20 -0800,"Duluth, MN",Eastern Time (US & Canada) 570261981569159169,neutral,0.6382,,0.0,Southwest,,briman007,,0,@SouthwestAir live in Atlanta but cant enroll in your Atlanta companion promotion. Error every time. Can you help? Also sent email. Thanks!,,2015-02-24 08:40:26 -0800,"Atlanta, GA",Eastern Time (US & Canada) 570261977332731904,negative,1.0,Customer Service Issue,1.0,Southwest,,SMiles1307,,0,@SouthwestAir frustrating indeed especially when no one knows what the issue is....,,2015-02-24 08:40:25 -0800,, 570261514340474880,negative,1.0,Customer Service Issue,0.6382,Southwest,,island_girl4321,,0,@SouthwestAir on hold with customer service; you may be quicker. I rebooked trip for a lower fare. Where did the difference in $ go?,,2015-02-24 08:38:34 -0800,, 570261349172973569,neutral,1.0,,,Southwest,,laurabogart14,,0,"@SouthwestAir That was Chantilly, Paris, France.",,2015-02-24 08:37:55 -0800,"Raleigh, NC",Eastern Time (US & Canada) 570261289420898305,negative,1.0,Customer Service Issue,0.6526,Southwest,,ChefBillyParisi,,0,@SouthwestAir and thx for not responding,,2015-02-24 08:37:40 -0800,Chicago,Mountain Time (US & Canada) 570261225520689152,negative,1.0,Customer Service Issue,0.6224,Southwest,,JBadnastythug,,0,@SouthwestAir I booked a flight on my phone and then never got a confirmation email. How would I go about getting that?,,2015-02-24 08:37:25 -0800,"Duluth, MN",Eastern Time (US & Canada) 570260387746029568,negative,0.6619,Late Flight,0.6619,Southwest,,SMiles1307,,0,@SouthwestAir Supposed to take off almost 2 hours ago....#vacationfail #frozenwater? #gettingimpatient #theycouldatleastofferfreebooze,,2015-02-24 08:34:06 -0800,, 570260325611630592,negative,1.0,Customer Service Issue,0.3535,Southwest,,longlive94,,0,@SouthwestAir how come I'm not getting my points after I buy from the rapid reward shopping site?,,2015-02-24 08:33:51 -0800,, 570259423987404800,neutral,0.6489,,0.0,Southwest,,MichaelDes2015,,0,@SouthwestAir hey I'm flying from Tampa to Denver today and I want to know if there will be tv's in the seats like @JetBlue,,2015-02-24 08:30:16 -0800,"Valrico, Florida",Atlantic Time (Canada) 570257719334187008,neutral,1.0,,,Southwest,,crook_justin,,0,@SouthwestAir and Carol Thrower are passengers. Fort Lauderdale airport.,,2015-02-24 08:23:29 -0800,Fort Lauderdale, 570257631778107392,negative,1.0,Late Flight,0.3505,Southwest,,crook_justin,,0,@SouthwestAir mins and no answer. My wife and baby need to get on that flight. She arrived 2 hrs prior. Please help. Venetia Crook,,2015-02-24 08:23:08 -0800,Fort Lauderdale, 570257480401469441,negative,1.0,Customer Service Issue,1.0,Southwest,,crook_justin,,0,@SouthwestAir my wife and 9 month old might miss flight and next direct is 210 pm. Mother in law been on hold with customer support for 30,,2015-02-24 08:22:32 -0800,Fort Lauderdale, 570257317859610624,negative,1.0,longlines,0.6835,Southwest,,crook_justin,,0,@SouthwestAir flight 1614 FLL to ATL. My wife traveling with infant. Line to check baggage 200 people long due to your computer system crash,,2015-02-24 08:21:54 -0800,Fort Lauderdale, 570256329543012352,positive,0.6771,,0.0,Southwest,,joshkmm,,0,@SouthwestAir Thanks! Sent a DM to you. Let me know if oyu need any additional information.,,2015-02-24 08:17:58 -0800,"Kansas City, KS",Central Time (US & Canada) 570256052966395906,negative,1.0,Customer Service Issue,1.0,Southwest,,user47,,0,"@SouthwestAir Hey, friends. When I phone the A-list number your IVR hangs up on me. Multiple times. Not sure how to proceed?",,2015-02-24 08:16:52 -0800,"Lee's Summit, MO, @CityOfLS",Central Time (US & Canada) 570255256589766656,positive,1.0,,,Southwest,,kdtwill,,2,"@SouthwestAir strives to be 'Customer Centric' in everything they do - communications, advertising, customer journey, etc. #ANAmarketers",,2015-02-24 08:13:42 -0800,"Austin, Texas", 570253313368698883,negative,1.0,Late Flight,1.0,Southwest,,SNBalzac,,0,"@SouthwestAir LA always has traffic, but this is INSANE. I can't be the only one with this issue on flight 1625",,2015-02-24 08:05:59 -0800,"San Juan, Brooklyn, LA ",Atlantic Time (Canada) 570253196213383168,negative,1.0,Customer Service Issue,0.6714,Southwest,,SNBalzac,,0,@SouthwestAir INSANE traffic in LA. Trying to call you all to re schedule flight but been on phone for 20 minutes and nothing.,,2015-02-24 08:05:31 -0800,"San Juan, Brooklyn, LA ",Atlantic Time (Canada) 570252802611679232,neutral,1.0,,,Southwest,,MyCustoAdvocate,,0,@SouthwestAir Airline trouble & not getting satisfactory customer service? contact http://t.co/aQjn4HwNaC we negotiate resolutions for You!,,2015-02-24 08:03:57 -0800,"Miami, New York, Boston", 570252528245456897,neutral,1.0,,,Southwest,,jordan_mcflyy,,0,@SouthwestAir hey southwest! Help me find a flight from Nashville - Washington DC or Raleigh for under $150 on March 15 please!,,2015-02-24 08:02:52 -0800,,Central Time (US & Canada) 570252231624265729,negative,1.0,Customer Service Issue,0.6679999999999999,Southwest,,ckramer,,0,"@SouthwestAir Why can we no longer change trips with a companion online? Been doing it for years, now get message can't be done online?",,2015-02-24 08:01:41 -0800,"Orlando, Florida",Eastern Time (US & Canada) 570250945281589248,negative,1.0,Customer Service Issue,0.6364,Southwest,,richstahl,,0,@SouthwestAir Adding RR number to a @Marriott stay is too hard. Won't take RR number at checkin/out and Marriott phone CS not helpful.,"[35.84808282, -78.66572751]",2015-02-24 07:56:34 -0800,"Raleigh, NC",Eastern Time (US & Canada) 570250780252504064,negative,1.0,Customer Service Issue,0.3533,Southwest,,Shan_Lyn,,0,@SouthwestAir NOR @SpiritAirlines fly to Toronto?!?!? You're killing me smalls.......,,2015-02-24 07:55:55 -0800,"InMyFeelings, IL",Central Time (US & Canada) 570250554670125056,neutral,0.6765,,,Southwest,,OBruce135,,0,@SouthwestAir Thank you!,,2015-02-24 07:55:01 -0800,, 570250252382416896,neutral,1.0,,,Southwest,,kdtwill,,0,@SouthwestAir traditionally used sledge hammer - low $ taking share from driving | now scalpel approach through data science #ANAmarketers,,2015-02-24 07:53:49 -0800,"Austin, Texas", 570249864841285632,positive,0.6647,,,Southwest,,egbaboy,,0,@SouthwestAir Customer Centricity is knowing people #ANAMarketers,,2015-02-24 07:52:17 -0800,,Mountain Time (US & Canada) 570248600623521793,negative,1.0,Can't Tell,0.6909,Southwest,,tylerhansen331,,0,"@SouthwestAir I have used you guys for most my travels, but this last experience I will never use southwest again! #worstcustomerservice",,2015-02-24 07:47:15 -0800,, 570248044341374976,neutral,0.6907,,0.0,Southwest,,kdtwill,,0,@SouthwestAir is America's largest airline by passengers carried! Wonder if this is b/c they have a 'Customer Service Bible' #ANAmarketers,,2015-02-24 07:45:03 -0800,"Austin, Texas", 570248035369820162,negative,1.0,Flight Booking Problems,0.6764,Southwest,,RealMaryAgnes,,0,"@SouthwestAir: #VIPLiveintheVieyard - first time we tried to redeem pts for *anything*, it really did not go well. #disappointed",,2015-02-24 07:45:00 -0800,,Atlantic Time (Canada) 570246695595999232,positive,0.6634,,,Southwest,,BoobzillaXXX,,0,@SouthwestAir ok thank you i hope so too,,2015-02-24 07:39:41 -0800,Everywhere You Wish You Were!,America/Los_Angeles 570246490473566208,negative,0.6458,Customer Service Issue,0.6458,Southwest,,NecroticDoctor,,0,@SouthwestAir Is there a way to receive a refund on a trip that was Cancelled Flight online instead of calling? Your phone lines are super busy.,,2015-02-24 07:38:52 -0800,Trapped in Baltimore.,Atlantic Time (Canada) 570245840612265985,positive,0.6523,,,Southwest,,tmahal,,0,"@SouthwestAir @intuit @jhamilton2007 4 moms, 4 careers, 1 day trip to LA. #intuitlife #leanin http://t.co/2qJbCv5jzq"" #southwestairlines",,2015-02-24 07:36:17 -0800,SF Bay Area, 570245656972894208,neutral,0.6396,,0.0,Southwest,,skiiim21,,0,@SouthwestAir is there a resource to check delays/Cancelled Flightlations out of Love Field? Flying out tomorrow am and stressed about weather! ❄️,,2015-02-24 07:35:33 -0800,Dallas ,Central Time (US & Canada) 570245513720647680,negative,1.0,Late Flight,0.6743,Southwest,,JLPoeschl,,0,"@SouthwestAir Switching planes due to mechanical problems. How does reboarding work? Was A49, now at end of long line. Stuck in middle?",,2015-02-24 07:34:59 -0800,, 570244762785210368,negative,0.6436,Flight Booking Problems,0.6436,Southwest,,Gian_Ricco,,0,"@SouthwestAir Why, when I booked via phone after calling the A List preferred #, didn't my KTA get added to the ticket??? Must I use web?",,2015-02-24 07:32:00 -0800,, 570242641264320512,negative,1.0,Can't Tell,0.3466,Southwest,,RealMaryAgnes,,0,"@SouthwestAir: Tried for VIP Live in The Vineyard but yr site went down, by the time I got in 2 redeem pts those packages gone.",,2015-02-24 07:23:34 -0800,,Atlantic Time (Canada) 570241403822813184,neutral,1.0,,,Southwest,,chrisharriscw,,0,@SouthwestAir An Oscar-worthy entrance into LA. http://t.co/10tmtHVFDC,,2015-02-24 07:18:39 -0800,"Austin, TX",Central Time (US & Canada) 570238577683996672,positive,1.0,,,Southwest,,DelaneySchenk,,0,"@SouthwestAir is the best airline hands down. Amazing customer service, bags free and affordable flights. #happycamper",,2015-02-24 07:07:26 -0800,,Central Time (US & Canada) 570237762063831040,positive,0.6813,,0.0,Southwest,,PlatypusDBHunt,,0,@SouthwestAir thanks to Ella-Mae at LAS counter for going above and beyond to help us get back to ABQ after our flight was Cancelled Flightled!,,2015-02-24 07:04:11 -0800,"Albuquerque, NM", 570236169310437376,neutral,0.6667,,0.0,Southwest,,ScottnearSMF,,0,@SouthwestAir @PHLAirport Will Flight 2155 that arrives at E11 be a penguin plane?,,2015-02-24 06:57:51 -0800,,Pacific Time (US & Canada) 570229420058918913,positive,1.0,,,Southwest,,chamtdi,,4,@SouthwestAir Thank you for taking good care of people with ALS! http://t.co/m1yyWAFkFI @KevinSwan_ @ALSTDI @A_Life_Story_,,2015-02-24 06:31:02 -0800,,Eastern Time (US & Canada) 570228904469725184,positive,1.0,,,Southwest,,TheMattCrane,,0,@SouthwestAir has the smoooothest flight attendants. #SouthwestSmoothie http://t.co/Vr9k180LaI,,2015-02-24 06:28:59 -0800,"Birmingham, AL", 570227814575804416,negative,1.0,Cancelled Flight,1.0,Southwest,,TheBaltimoreOs,,0,@SouthwestAir why was Southwest only airline to Cancelled Flight all flights from Charleston? Was 7:50pm flight Cancelled Flightation really weather reLate Flightd?,,2015-02-24 06:24:39 -0800,,Atlantic Time (Canada) 570227698334720002,neutral,0.6374,,0.0,Southwest,,TheRandyHarbin,,0,@SouthwestAir #stepup #makeitright re you best? Or just money hungry? #wewillsee,,2015-02-24 06:24:12 -0800,Kansas City MO,Central Time (US & Canada) 570226870119215104,negative,1.0,Customer Service Issue,0.6667,Southwest,,nerdguru,,0,"@SouthwestAir Thanks for the text, but not exactly timely 8). Data throughout issues today maybe? http://t.co/aaU9MKA6Zy",,2015-02-24 06:20:54 -0800,"Fullerton, CA",Central Time (US & Canada) 570224719011704832,negative,1.0,Customer Service Issue,1.0,Southwest,,NicoleMEBump,,0,@SouthwestAir I called the 800 # and the rep there was pleasant but less than helpful! Told me I was SOL. Train them for consistent #CX!,,2015-02-24 06:12:21 -0800,"Manchester, NH",Eastern Time (US & Canada) 570224618272731136,negative,1.0,Can't Tell,0.7029,Southwest,,pwalnuts1156,,0,@SouthwestAir 25 year customer but I am 6 3 and those lost 2 or 3 inches really hurt every time the person in front shifts he raps my knees,,2015-02-24 06:11:57 -0800,Galt Gulch,Pacific Time (US & Canada) 570222660300378112,neutral,1.0,,,Southwest,,passthechorizo,,0,"@SouthwestAir- ...was only less than 3500pts, but it helped. Had PartnerRewards incoming, but not fast enough to keep pts from expiring.",,2015-02-24 06:04:11 -0800,Chicago,Central Time (US & Canada) 570222625621831680,neutral,1.0,,,Southwest,,passthechorizo,,0,"@SouthwestAir- Wife's RR pts expired a few days ago, were planning on Flight Booking Problems trip today. Anything you can do for us? On a tight budget...",,2015-02-24 06:04:02 -0800,Chicago,Central Time (US & Canada) 570221343985295360,negative,0.6926,Can't Tell,0.3673,Southwest,,ashjshannon,,0,@SouthwestAir would be great if I atleast was next to my husband who is flying in the same reservation,,2015-02-24 05:58:57 -0800,Detroit,Eastern Time (US & Canada) 570220966284025857,negative,1.0,Customer Service Issue,1.0,Southwest,,JReneeX0X0,,0,@SouthwestAir why is customer relations still not open....in Texas?!,,2015-02-24 05:57:27 -0800,Around...,Eastern Time (US & Canada) 570220817470115840,positive,1.0,,,Southwest,,NicoleMEBump,,0,@SouthwestAir Thank you for the tip!,,2015-02-24 05:56:51 -0800,"Manchester, NH",Eastern Time (US & Canada) 570219228181041153,negative,1.0,Can't Tell,0.6651,Southwest,,pwalnuts1156,,0,@SouthwestAir I hate evolved seating. knees in the seat pocket http://t.co/forNpF69Ky,,2015-02-24 05:50:32 -0800,Galt Gulch,Pacific Time (US & Canada) 570217918195220480,positive,1.0,,,Southwest,,jasonjwebb,,0,@SouthwestAir Thanks to your team for dealing with Flight 1700 to Houston.,"[42.3667769, -71.0170733]",2015-02-24 05:45:20 -0800,"Boston, MA",Eastern Time (US & Canada) 570217425100148738,positive,0.6998,,0.0,Southwest,,quiltbabe,,0,"@SouthwestAir bumped me to preboard on both flights (because I'm fat?) Whatever the reason, thanks!",,2015-02-24 05:43:22 -0800,,Eastern Time (US & Canada) 570215711416537088,negative,1.0,Bad Flight,0.3456,Southwest,,LifesATrip_,,0,"@SouthwestAir I ""heart"" Southwest but those commercials aimed to satisfy a nano-smattering of travelers to few destinations.",,2015-02-24 05:36:34 -0800,Kansas City,Central Time (US & Canada) 570215548589453313,neutral,1.0,,,Southwest,,joshkmm,,0,@SouthwestAir I urgently need two receipts sent but CS is closed. Can you help?,,2015-02-24 05:35:55 -0800,"Kansas City, KS",Central Time (US & Canada) 570214968622239744,neutral,1.0,,,Southwest,,duneshadow,,0,@SouthwestAir sent,,2015-02-24 05:33:37 -0800,"Minneapolis, MN",Central Time (US & Canada) 570214946815868929,negative,0.6843,Late Flight,0.6843,Southwest,,jlivingood,,0,@SouthwestAir Any ETD for SWA1004 from PHL? Appears delayed but no info available at gate.,"[39.87778809, -75.23663363]",2015-02-24 05:33:32 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 570213389005414400,negative,0.6746,Cancelled Flight,0.6746,Southwest,,duneshadow,,0,@SouthwestAir can you tell me why you Cancelled Flightled the flight vs delay,,2015-02-24 05:27:20 -0800,"Minneapolis, MN",Central Time (US & Canada) 570212491134930945,negative,0.3587,Flight Attendant Complaints,0.3587,Southwest,,saysorrychris,,0,@SouthwestAir my bday was yesterday and my girl gave birth to my first born and I couldn't get a courtesy flight change from Lynn... THANKS!,,2015-02-24 05:23:46 -0800,Everywhere But Never Scared,Hawaii 570211592559685632,neutral,0.6559,,0.0,Southwest,,RyanHanley_Com,,0,^CB how do you know? @SouthwestAir,,2015-02-24 05:20:12 -0800,"Albany, NY",Eastern Time (US & Canada) 570211577087041536,negative,1.0,Cancelled Flight,1.0,Southwest,,duneshadow,,0,"@SouthwestAir no need, I know the status, you Cancelled Flightled instead of delaying the flight.",,2015-02-24 05:20:08 -0800,"Minneapolis, MN",Central Time (US & Canada) 570210502955155456,negative,1.0,Cancelled Flight,1.0,Southwest,,duneshadow,,0,@SouthwestAir weather where? And at what time Cancelled Flighted? No I can't because meeting was today.,,2015-02-24 05:15:52 -0800,"Minneapolis, MN",Central Time (US & Canada) 570210411926016001,neutral,0.6743,,0.0,Southwest,,michaelpscott37,,0,@SouthwestAir the flight isn't that empty.... Is this rude or not? http://t.co/4RL0p5JChB,,2015-02-24 05:15:30 -0800,Florida , 570209843199524864,positive,0.6563,,0.0,Southwest,,osman_khan,,0,@SouthwestAir - We left iPad in a seat pocket. Filed lost item report. Received it exactly 1 week Late Flightr. Is that a record? #unbelievable,,2015-02-24 05:13:15 -0800,Chicago,Central Time (US & Canada) 570208349339262976,negative,0.7125,Cancelled Flight,0.7125,Southwest,,duneshadow,,0,@SouthwestAir when and why was flight 4471 from MSP Cancelled Flighted this AM?,,2015-02-24 05:07:19 -0800,"Minneapolis, MN",Central Time (US & Canada) 570207643874123777,negative,1.0,Bad Flight,1.0,Southwest,,rmgarrett3,,0,@SouthwestAir I luv y'all but please stop overheating your planes. Second flight in a row that feels like a sauna.,,2015-02-24 05:04:30 -0800,"Dallas, TX",Mountain Time (US & Canada) 570206560439308289,neutral,1.0,,,Southwest,,Sez_Nez,,0,@SouthwestAir I was not the one traveling. I was asking for my sister who was waiting on my nephew in Midland...flight eventually landed,,2015-02-24 05:00:12 -0800,DFW,Central Time (US & Canada) 570205399619661824,positive,0.3368,,0.0,Southwest,,Paulyjroberts,,0,@SouthwestAir can anyone help me upgrade to buisness select !? Cant seem to get hail of the right area at all .. I know you guys are good,,2015-02-24 04:55:35 -0800,"cambridge, maryland",Atlantic Time (Canada) 570205323992174592,negative,1.0,Customer Service Issue,0.6557,Southwest,,pjeffs,,0,@SouthwestAir i have asked Lindsey to call me instead of DM like a schoolgirl but so far no call Getting tired of typing little notes,,2015-02-24 04:55:17 -0800,,Mid-Atlantic 570205088595058688,negative,1.0,Lost Luggage,0.35200000000000004,Southwest,,TheRandyHarbin,,0,@SouthwestAir give us some more clever advertising about #bagsflyfree is that because #badpolicy allows you to #cheatcustomers,,2015-02-24 04:54:21 -0800,Kansas City MO,Central Time (US & Canada) 570204088908034049,negative,1.0,Can't Tell,0.6667,Southwest,,davidgoodson71,,0,@SouthwestAir it's just the principle - it's hard to get mugged & not be upset you took my money & didn't give me anything #wrongiswrong,,2015-02-24 04:50:23 -0800,, 570203916643766273,negative,1.0,Customer Service Issue,1.0,Southwest,,davidgoodson71,,0,@SouthwestAir customer service you shouldn't use those words wasted my time and took my money #BadBussiness #Theft http://t.co/63zaQ2lt8f,,2015-02-24 04:49:42 -0800,, 570203842542829568,negative,1.0,Bad Flight,1.0,Southwest,,Scottyk1977,,0,@SouthwestAir three hour flight to Orlando and no wifi? Uncool. #firstworldproblems,,2015-02-24 04:49:24 -0800,, 570200237622611968,positive,1.0,,,Southwest,,kcormier19,,0,"@SouthwestAir loving the new planes and the lighting, only wish windows were larger. http://t.co/h44uJ63CJG",,2015-02-24 04:35:05 -0800,,Eastern Time (US & Canada) 570199956704919552,negative,0.6932,Lost Luggage,0.6932,Southwest,,amymiller305,,0,@SouthwestAir I would like to ask that his bags be picked up at PIT & taken to his hotel by the airport. Will someone contact me,,2015-02-24 04:33:58 -0800,South Florida , 570198775203016704,negative,1.0,Customer Service Issue,0.6804,Southwest,,amymiller305,,0,"@SouthwestAir customer service at FLL, BWI,and PIT have been terrible.no one knows where his bags are.his is on a job with no clothes & gear",,2015-02-24 04:29:16 -0800,South Florida , 570197979820224512,negative,1.0,Customer Service Issue,0.6782,Southwest,,kaugie01,,0,"@SouthwestAir After multiple attempts, I was finally able to submit them Late Flight last night.",,2015-02-24 04:26:06 -0800,Kansas City area,Mountain Time (US & Canada) 570195827341312000,negative,1.0,Cancelled Flight,1.0,Southwest,,duneshadow,,0,"@SouthwestAir up at 4AM and arrive to find it already Cancelled Flighted. No options so miss my meeting. You might ""know"" but don't show it.",,2015-02-24 04:17:33 -0800,"Minneapolis, MN",Central Time (US & Canada) 570195784358100993,neutral,0.6563,,0.0,Southwest,,davidgoodson71,,0,@SouthwestAir it's a new day and a new chance for you to do the right thing it's never too Late Flight to be honest.,,2015-02-24 04:17:23 -0800,, 570192105752039427,negative,0.6442,Can't Tell,0.6442,Southwest,,emayteeteej,,0,@SouthwestAir darn! I bought it on the wrong device! No way to switch I'm sure?,,2015-02-24 04:02:46 -0800,"Hopatcong, NJ", 570190092213465089,neutral,1.0,,,Southwest,,emayteeteej,,0,"@SouthwestAir quick question - i bought wifi for my phone, do I have to buy it again on my tablet? I have 9 hours left on my trip",,2015-02-24 03:54:46 -0800,"Hopatcong, NJ", 570187432815013888,positive,0.6799,,,Southwest,,PhoenixThis,,0,@southwestair cool shot of the moon and one of your fleet http://t.co/kl9BAiMES6,,2015-02-24 03:44:12 -0800,The World is my Country,Central Time (US & Canada) 570183297759752192,neutral,1.0,,,Southwest,,OBruce135,,0,"@SouthwestAir Hello SWA, Who is your POC for partnerships with nonprofit organizations in BWI area?",,2015-02-24 03:27:46 -0800,, 570103012380667904,negative,1.0,Lost Luggage,1.0,Southwest,,amymiller305,,0,"@SouthwestAir hey remember that time you lost my husbands bags? I do. #filmjobnoequipment #nowarmclothes",,2015-02-23 22:08:44 -0800,South Florida , 570100409009770497,positive,1.0,,,Southwest,,JohnRDalton,,0,@SouthwestAir Looking forward to flying once again with #SWA on Friday! The #LUV airline. #DTW #MDW #TUS,"[0.0, 0.0]",2015-02-23 21:58:24 -0800,"Detroit, Michigan", 570098324172206080,positive,1.0,,,Southwest,,The_Playmaker20,,0,@SouthwestAir I love this airline so much! Thanks so much! The service is great! The snacks are amazing! Everything is outstanding thanks!!,,2015-02-23 21:50:07 -0800,, 570097607478874112,negative,1.0,Lost Luggage,0.672,Southwest,,amymiller305,,0,@SouthwestAir you need to redeem yourself. I lost respect for you tonight #lostbags #filmjobnoequipment,,2015-02-23 21:47:16 -0800,South Florida , 570091771675348992,negative,1.0,Lost Luggage,1.0,Southwest,,amymiller305,,0,@SouthwestAir way to fuck up and lose @c_istudios bags. My husband has no warm clothes and no equipment. #youdidit #notcool,,2015-02-23 21:24:04 -0800,South Florida , 570089091276128258,neutral,0.3569,,0.0,Southwest,,LaRoseKayla,,1,"@SouthwestAir you should have assigned seating, because now my cousin & I probably can't sit together on our flight tomorrow.. Thanks.",,2015-02-23 21:13:25 -0800,, 570087941277495296,negative,1.0,Bad Flight,0.6565,Southwest,,___the___,,0,@SouthwestAir wifi stays connected about the lifetime of a higgs boson,,2015-02-23 21:08:51 -0800,la,Pacific Time (US & Canada) 570084122636365825,neutral,1.0,,,Southwest,,lcpnn,,0,@SouthwestAir forget wedding fairs. How about discounts for nonprofits? We donate part of our worth every single day,,2015-02-23 20:53:41 -0800,California,Alaska 570076476252356608,negative,0.6703,Customer Service Issue,0.6703,Southwest,,TravelDean,,0,@SouthwestAir When will your phone agents be able to give the correct departure times for CUN? When can we checkin online for international?,,2015-02-23 20:23:18 -0800,, 570076113453518848,negative,0.6940000000000001,Late Flight,0.355,Southwest,,GabyOlya,,0,@SouthwestAir making me miss #TheBachelor right now #wah,,2015-02-23 20:21:51 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570076090917650432,neutral,0.6382,,,Southwest,,racingchic247,,0,@SouthwestAir Please lower my plane flight by like $100 bucks!! Thanks~ #FloridaVacation,,2015-02-23 20:21:46 -0800,"Moultonborough, NH",Quito 570073365265944576,positive,1.0,,,Southwest,,john_heltemes,,0,@SouthwestAir had a great flight to and from Cabo last week with my family #smoothflight #frequentflyer,,2015-02-23 20:10:56 -0800,, 570070880983711744,negative,1.0,Can't Tell,0.6702,Southwest,,TheRandyHarbin,,0,@SouthwestAir we can let #bags flutter because we charge travelers that had to change dates #fullprice and we don't let them travel,,2015-02-23 20:01:04 -0800,Kansas City MO,Central Time (US & Canada) 570070659130220544,positive,1.0,,,Southwest,,EDWINKONSEPT,,0,@SouthwestAir 👏👏👏 on that Late Flightst ad. Makes me happy to be flying you in a few days. #BETHonors,,2015-02-23 20:00:11 -0800,"Logan Square, Chi / Austin, TX",Pacific Time (US & Canada) 570068976778153984,positive,0.6744,,0.0,Southwest,,ShomanWright,,0,@SouthwestAir The Fact That U See Black History Month 12 Months A Year Is Honorable! We WILL BE An Economic Base For Corp. Like U In Future!,,2015-02-23 19:53:30 -0800,Tennessee, 570066487056027650,neutral,0.6515,,0.0,Southwest,,DaveyGrand,,0,@SouthwestAir should offer cdn border towns incentive to fly since exchange rates are #hurt. #customerappreciation #gaincustomers #keepem2,,2015-02-23 19:43:36 -0800,Canada/US, 570066283233972224,positive,0.9657,,0.0,Southwest,positive,magmum03,,0,@SouthwestAir What an awesome flight Dallas 2 NY. Virgin America refused bc of my child's peanut allergy but u guys didn't. Thanks! 👍😊,,2015-02-23 19:42:47 -0800,ny, 570065297568194560,negative,1.0,Customer Service Issue,0.6514,Southwest,,TheRandyHarbin,,0,@SouthwestAir won't let me send a DM because they don't follow me.. #lovedflyingwiththem #notanymore #wrong #badpolicy,,2015-02-23 19:38:52 -0800,Kansas City MO,Central Time (US & Canada) 570064381410734080,neutral,1.0,,,Southwest,,MastoBabii,,0,@SouthwestAir reference #: 261093929756,,2015-02-23 19:35:14 -0800,, 570062210640322560,negative,0.3499,Can't Tell,0.3499,Southwest,,sammyboy405,,0,@SouthwestAir your welcome. It was the thoughts of nearly the entire plane.,,2015-02-23 19:26:36 -0800,"Mustang, Oklahoma", 570062116096331776,neutral,1.0,,,Southwest,,Sez_Nez,,0,@SouthwestAir Do you know the reason flight #336 from Dallas to Midland was diverted to Lubbock? Was suppose to be direct to Midland.,,2015-02-23 19:26:14 -0800,DFW,Central Time (US & Canada) 570061334898872321,positive,1.0,,,Southwest,,mjb1994,,0,"@SouthwestAir in flight wifi + @TMobile wifi calling makes for the best combination. Who doesn't love texting 40,000 feet in the air :D",,2015-02-23 19:23:08 -0800,California,Pacific Time (US & Canada) 570059574268469248,negative,1.0,Can't Tell,0.6622,Southwest,,TheRandyHarbin,,0,@SouthwestAir has become like every other airline #crooked I can't believe they are taking over $500 #shouldwearmasks #shocked,,2015-02-23 19:16:08 -0800,Kansas City MO,Central Time (US & Canada) 570059381284302848,negative,1.0,Late Flight,1.0,Southwest,,itshosey,,0,@SouthwestAir here is my conf #F8NEQM. My flight was delayed for 3 hours while my friend waited for me on her bday. Please follow up.,,2015-02-23 19:15:22 -0800,Los Angeles,Arizona 570058699676520448,negative,1.0,Customer Service Issue,1.0,Southwest,,jenmedbery,,0,@SouthwestAir Twitter cust svc rule 1 Dont say IF we fell short. I just told u u did! #2 If u cant solve problem don't say anything at all!,,2015-02-23 19:12:39 -0800,"New Orleans, LA, USA",Central Time (US & Canada) 570056874583654402,negative,1.0,Customer Service Issue,1.0,Southwest,,kelios,,0,"@SouthwestAir disappointed in the 'service' I've received. Checked in online, checked my my flight status online, CHECKED IN AT THE AIRPORT",,2015-02-23 19:05:24 -0800,,Central Time (US & Canada) 570054105789550592,positive,1.0,,,Southwest,,funksway,,0,@SouthwestAir great day in the air. http://t.co/YNc2ZUt4zz,,2015-02-23 18:54:24 -0800,"Panama City, Florida",Central Time (US & Canada) 570053736950685696,positive,0.6594,,,Southwest,,Q2wo,,0,@SouthwestAir thanks!,,2015-02-23 18:52:56 -0800,,Pacific Time (US & Canada) 570053254836416512,positive,1.0,,,Southwest,,mgkboone,,0,"@SouthwestAir Thanks for two smooth, safe and fast flights! #Boston #Houston #LUVSWA http://t.co/elhxUV0Uj1",,2015-02-23 18:51:01 -0800,"Houston, TX", 570052879643381760,positive,1.0,,,Southwest,,yrbkmiketaylor,,0,@SouthwestAir /I really love your customer service Lou Ann in Phx rocks. Thanks SW. #be Ourguest,,2015-02-23 18:49:32 -0800,Whereever Yearbooks Are Born,Central Time (US & Canada) 570051666386374657,neutral,0.6273,,,Southwest,,delshaffer,,0,"See you in ATL! “@SouthwestAir: Congrats to our #DestinationDragons winners! Ready, Atlanta? http://t.co/AY1GIdcfa4 http://t.co/yC7V2s0iOd”",,2015-02-23 18:44:42 -0800,"Charleston, SC",Eastern Time (US & Canada) 570050691173101568,neutral,1.0,,,Southwest,,maximusKP,,0,@SouthwestAir if I am enrolled in the ATL companion pass offer and booked 3 flights already before May 17 when can I start using the pass?,,2015-02-23 18:40:50 -0800,ATL,Eastern Time (US & Canada) 570050402294636544,negative,1.0,Customer Service Issue,1.0,Southwest,,jenmedbery,,0,"@SouthwestAir very disappointed in your customer service right now. definitely not feeling the luv. what's worse, 2nd time this winter.",,2015-02-23 18:39:41 -0800,"New Orleans, LA, USA",Central Time (US & Canada) 570049195446444033,neutral,0.6504,,,Southwest,,Jgrozalsky,,0,@SouthwestAir will do - if you follow back I can DM that info,,2015-02-23 18:34:53 -0800,Boston,Eastern Time (US & Canada) 570046710870728704,positive,1.0,,,Southwest,,smokinjimz,,0,"@SouthwestAir Katie, Gate C47, Denver International, fantastic customer service helping me and 2 new flyers; thx for amazing staff!",,2015-02-23 18:25:01 -0800,"Waterford, MI", 570044516318748672,negative,0.7104,Damaged Luggage,0.7104,Southwest,,YALibLinds,,0,@SouthwestAir Kudos to bag handler at DTW gate 21 at 7:10 pm. Ran to keep bags from hitting ground in 9 degree temp! http://t.co/5tXU5tSFkJ,,2015-02-23 18:16:18 -0800,"Houston, TX", 570042186399657984,positive,1.0,,,Southwest,,sillyredn3k,,0,@SouthwestAir crew on flight 206 is awesome! Tell them I sent this tweet and maybe they will give me free wifi... #canthurtasking,,2015-02-23 18:07:02 -0800,Washington D.C. / Northern VA, 570041591714455552,positive,1.0,,,Southwest,,Aubrey__Cyr,,0,@SouthwestAir thankyou :))❤️,,2015-02-23 18:04:40 -0800,CT, 570040162840907776,neutral,0.6696,,0.0,Southwest,,Aubrey__Cyr,,0,@SouthwestAir how much is ur wifi fam,,2015-02-23 17:59:00 -0800,CT, 570035287679590400,neutral,0.6664,,0.0,Southwest,,MauLoaIkaika73,,0,@SouthwestAir @Imaginedragons I tried. 😔 It's okay,,2015-02-23 17:39:37 -0800,,Pacific Time (US & Canada) 570035207316885505,positive,1.0,,,Southwest,,NathanMichael07,,0,@SouthwestAir happy to enter your sweepstakes again #nutsaboutsouthwest,,2015-02-23 17:39:18 -0800,NE Ohio,Eastern Time (US & Canada) 570034833633767424,positive,1.0,,,Southwest,,Btrap897,,0,@SouthwestAir thanks for the great customer service today! 👍👌,,2015-02-23 17:37:49 -0800,,Eastern Time (US & Canada) 570034397153398784,neutral,0.647,,,Southwest,,NikkiDan96,,0,@SouthwestAir is the vinyl part of the prize too?,,2015-02-23 17:36:05 -0800,, 570034301774884865,positive,1.0,,,Southwest,,NikkiDan96,,0,@SouthwestAir beyond ready,,2015-02-23 17:35:42 -0800,, 570032949992800256,negative,1.0,Lost Luggage,1.0,Southwest,,HDsportsguy,,0,"@SouthwestAir when I called I was told my bag had made it to PHL, but still has not been delivered or any call from the delivery service",,2015-02-23 17:30:20 -0800,, 570032300265578496,neutral,0.6944,,,Southwest,,enigma2a,,0,@SouthwestAir Looks like brooding skies out of ONT this evening. http://t.co/X9BLwgWA68,,2015-02-23 17:27:45 -0800,"Vancouver, WA",Quito 570032108447494144,neutral,0.6404,,,Southwest,,mcgheelane,,0,@SouthwestAir No monkey business we luv SWA!! #mdw2mci #homeandreadyfornexttrip http://t.co/2xJvUn66ZZ,"[39.64617884, -94.31618144]",2015-02-23 17:26:59 -0800,, 570031211336368128,positive,1.0,,,Southwest,,Pisces37inDC,,0,@SouthwestAir is my favorite airlines. I've never had issues with them. Plus there crew is entertaining.,,2015-02-23 17:23:26 -0800,Somewhere mind in my business,Eastern Time (US & Canada) 570027786053636096,negative,1.0,Customer Service Issue,1.0,Southwest,,subzero4534,,0,@SouthwestAir Should be a way to give voice to customers who pay for services that are not satisfactorily delivered. #justsayin,,2015-02-23 17:09:49 -0800,Brooklyn NY,Central Time (US & Canada) 570024300905783296,positive,1.0,,,Southwest,,maitreyibandla1,,0,@SouthwestAir your flight attendants are really funny!! The sass is giving me life!!! 😂,,2015-02-23 16:55:58 -0800,, 570021128032407552,negative,1.0,Customer Service Issue,0.6526,Southwest,,Drewscifer,,0,@SouthwestAir I am genuinely surprised you all don't upgrade people when you Cancelled Flight their flights or at least put them in a comparable spot,,2015-02-23 16:43:22 -0800,Washington DC,Eastern Time (US & Canada) 570017987349995521,positive,0.7047,,,Southwest,,_missjoannalee,,0,@SouthwestAir following. Thank you.,"[37.6177248, -122.3913514]",2015-02-23 16:30:53 -0800,Canada,Pacific Time (US & Canada) 570017357747380224,negative,1.0,Customer Service Issue,1.0,Southwest,,EllenMalloy,,0,@SouthwestAir would someone please DM me the customer relations number. The website has only customer service.,,2015-02-23 16:28:23 -0800,Chicago, 570014884651380736,negative,1.0,Customer Service Issue,1.0,Southwest,,RoaminTwin,,0,@SouthwestAir : This is the second time in a row I haven't received text updates about flight time change. Don't offer if you won't use it,,2015-02-23 16:18:33 -0800,,Central Time (US & Canada) 570014685166219264,negative,1.0,Cancelled Flight,1.0,Southwest,,Drewscifer,,0,@SouthwestAir you Cancelled Flightled my flight and now I am in the back of the queue and you want to charge me 200 for business class? Stay classy,,2015-02-23 16:17:45 -0800,Washington DC,Eastern Time (US & Canada) 570014474993688576,negative,1.0,Cancelled Flight,0.6447,Southwest,,_missjoannalee,,0,@SouthwestAir hope your flyers get a credit of some sort for all the delays and Cancelled Flightlations #shittydeal #notimpressed,"[37.6170841, -122.3877223]",2015-02-23 16:16:55 -0800,Canada,Pacific Time (US & Canada) 570013108070014976,negative,0.66,Customer Service Issue,0.3529,Southwest,,JamesRoseFox4,,0,@SouthwestAir @TaylorLumsden Taylor. U gotta love SWA responsiveness at the@very least huh?,,2015-02-23 16:11:29 -0800,Dallas Fort Worth,Hawaii 570012094570958850,positive,1.0,,,Southwest,,MauLoaIkaika73,,0,@SouthwestAir It's all good. Thanks!,,2015-02-23 16:07:28 -0800,,Pacific Time (US & Canada) 570011378091753472,positive,0.6842,,,Southwest,,JReneeX0X0,,0,@SouthwestAir thank you :),,2015-02-23 16:04:37 -0800,Around...,Eastern Time (US & Canada) 570010703391825920,negative,1.0,Late Flight,0.3673,Southwest,,cwolicki,,0,@SouthwestAir NOW you love me? After taking my money and only taking me halfway home. Sorry. Too Late Flight,,2015-02-23 16:01:56 -0800,Boston,Eastern Time (US & Canada) 570009897846374400,negative,0.3519,Can't Tell,0.3519,Southwest,,amyflenard,,0,"@SouthwestAir oh, ok! all good! looking forward to escaping the cold for a bit! thanks!",,2015-02-23 15:58:44 -0800,"darien, il",Central Time (US & Canada) 570009576273154048,negative,1.0,Bad Flight,0.3498,Southwest,,ZulaPT,,0,@SouthwestAir wifi is so slow! What is the point having one if can't get on the Internet?! Ugh...,,2015-02-23 15:57:27 -0800,Carlsbad | CA, 570009252426883072,neutral,1.0,,,Southwest,,vchhith,,0,@SouthwestAir I have a few questions about flying with my Maltese puppy. Can you DM me?,,2015-02-23 15:56:10 -0800,California/Maryland,Eastern Time (US & Canada) 570009135519035392,neutral,0.7273,,0.0,Southwest,,JReneeX0X0,,0,@SouthwestAir any word when the customer relations department will open back up?,,2015-02-23 15:55:42 -0800,Around...,Eastern Time (US & Canada) 570008817414639616,neutral,0.675,,,Southwest,,amyflenard,,0,@SouthwestAir can you tell me if flight 805 from MDW-FLL tomorrow (2/24) is at full capacity? i'm hoping for a little bit of extra room! 😊,,2015-02-23 15:54:26 -0800,"darien, il",Central Time (US & Canada) 570008612426289153,neutral,0.6774,,,Southwest,,FowlerDebra,,0,@SouthwestAir Just left there Friday!,,2015-02-23 15:53:38 -0800,, 570007457055055873,positive,1.0,,,Southwest,,mkaynee,,0,@SouthwestAir oh no worries. Just have never seen that before until today. I mean…it is a great card 😀,,2015-02-23 15:49:02 -0800,,Central Time (US & Canada) 570005561338503170,positive,1.0,,,Southwest,,m_panda_bear,,0,@SouthwestAir Thank you Thank you Thank you!!! My last attempt to win #DestinationDragons tickets was a success! I could not be happier!! :),,2015-02-23 15:41:30 -0800,+ Las Vegas +, 570003111772692480,positive,1.0,,,Southwest,,ThWrex,,0,@SouthwestAir Flight 1700. (PHX TO LAX) Wheels stop. Glad to be home! Thanks to the professionals both up front and in the cabin!!!,,2015-02-23 15:31:46 -0800,Near Los Angeles CA, 570000618707746816,positive,0.35,,0.0,Southwest,,fromtheleftseat,,0,@SouthwestAir eyes next steps for improving #inflight #Wifi - Runway Girl http://t.co/h46HT1Oz40,,2015-02-23 15:21:52 -0800,Phoenix AZ,Arizona 569998842579566592,neutral,0.6809,,,Southwest,,sick_beat_swift,,0,@SouthwestAir Could you maybe hook (@FuyukaiDesuYo ) with some imagine dragon tickets tonight! SHES a HUGEEEEE FAN & would really love to go,,2015-02-23 15:14:48 -0800,, 569998122241232896,negative,1.0,Late Flight,0.6771,Southwest,,DrewDepo,,0,@SouthwestAir hasn't evennotified us that theflight isdelayed via email/text/phone call.If we wererunning Late Flight I would be pissed #unreliable,,2015-02-23 15:11:57 -0800,KCMO, 569998043761803264,negative,1.0,Customer Service Issue,1.0,Southwest,,toddntucker,,0,"@SouthwestAir can tweet through the weekend/ bad weather, but closes down customer relations center to process refunds for Cancelled Flighted flights.",,2015-02-23 15:11:38 -0800,"Washington, DC",Eastern Time (US & Canada) 569996707443970048,negative,1.0,Cancelled Flight,1.0,Southwest,,cammj14,,1,@SouthwestAir stop Cancelled Flighting my flight I have US history tests to take and chemistry things to learn do you not understand!!!!!!!!!,,2015-02-23 15:06:19 -0800,,Central Time (US & Canada) 569996423074160640,positive,1.0,,,Southwest,,trselbrede,,0,"@SouthwestAir 2/22-MDW 2 SAN flt 1687 attendant Melissa was awesome! Fast, smiling, great. After weather Cancelled Flight day b4, it was welcome",,2015-02-23 15:05:11 -0800,, 569995730951147523,negative,0.6437,Can't Tell,0.3319,Southwest,,djplays,,0,@SouthwestAir been all up and down the area where the pic was taken and don't see any albums.,,2015-02-23 15:02:26 -0800,, 569995536545091584,neutral,0.6609999999999999,,0.0,Southwest,,davidgoodson71,,0,@SouthwestAir I enjoyed a call from my good friend he's Flight Booking Problems his flights elsewhere as I tweet one at a time I will tell as many as I can,,2015-02-23 15:01:40 -0800,, 569995514558550016,positive,1.0,,,Southwest,,itspr1,,0,@SouthwestAir thank you. Great customer service so far. Accidents happen I understand. Hopefully everything works out.,,2015-02-23 15:01:35 -0800,,Pacific Time (US & Canada) 569995418370646016,negative,1.0,Bad Flight,0.3674,Southwest,,momfluential,,0,@SouthwestAir my question is this: what's up with the crazy boarding procedure? Does the confusion prevent fistfights over the good seats?,,2015-02-23 15:01:12 -0800,Southern California,Pacific Time (US & Canada) 569995235608137728,neutral,1.0,,,Southwest,,markjohnson319,,0,@SouthwestAir opened online applications for Fall 2015 intern positions throughout the company. Apply via https://t.co/GmL7ot3IMH,,2015-02-23 15:00:28 -0800,"Dallas, TX", 569994437390020608,neutral,0.6804,,0.0,Southwest,,davidgoodson71,,0,@SouthwestAir honesty should always be the policy,,2015-02-23 14:57:18 -0800,, 569994045205803009,positive,0.7047,,0.0,Southwest,,itspr1,,0,@SouthwestAir thanks for the quick response. Should I call daily it wait the 5 days.,,2015-02-23 14:55:45 -0800,,Pacific Time (US & Canada) 569993437690245120,neutral,1.0,,,Southwest,,MinderJoan,,0,@SouthwestAir I knew I was correct! http://t.co/9eueYxAwcv,,2015-02-23 14:53:20 -0800,,Eastern Time (US & Canada) 569993176636739584,neutral,1.0,,,Southwest,,firefighter89,,0,"@SouthwestAir briughy me to @ComClassic, #AIF2015 & so much more with the #agcommunity",,2015-02-23 14:52:17 -0800,Nebraska,Central Time (US & Canada) 569992825997279232,neutral,1.0,,,Southwest,,SharArnold,,0,@SouthwestAir any deals to orlando in April/may??,"[41.52066893, -81.21118788]",2015-02-23 14:50:54 -0800,, 569990034444689408,neutral,0.6838,,,Southwest,,UpShootHort,,0,@SouthwestAir #magazine feature: Desk Plants Increase Productivity by 15%. #LuvSWA #healthbenefitsofplants #gardening http://t.co/BVfAxDUBAQ,,2015-02-23 14:39:48 -0800,"Madison, OH",Pacific Time (US & Canada) 569989812637167617,neutral,0.6874,,,Southwest,,HanlonBrothers,,0,@SouthwestAir New marketing song? https://t.co/F2LFULCbQ7 let us know what you think? http://t.co/iQnVyFPg4P,,2015-02-23 14:38:55 -0800,"Gold Coast, Australia",Brisbane 569989340052344832,negative,1.0,Late Flight,1.0,Southwest,,DrewDepo,,0,"@SouthwestAir prove it, Cuz the southwest people here don't even know why it's behind schedule.",,2015-02-23 14:37:03 -0800,KCMO, 569989168903819264,positive,1.0,,,Southwest,,WalterFaddoul,,0,@SouthwestAir seeing your workers time in and time out going above and beyond is why I love flying with you guys. Thank you!,,2015-02-23 14:36:22 -0800,"Indianapolis, Indiana; USA",Central Time (US & Canada) 569989082719358976,negative,1.0,Lost Luggage,1.0,Southwest,,brookardi,,0,@SouthwestAir u were bae until u lost both of my bags and had no clue where they were or what happened to them for 36 hours :/,,2015-02-23 14:36:01 -0800,,Quito 569989039874404352,negative,1.0,Late Flight,1.0,Southwest,,DrewDepo,,0,@SouthwestAir prove it,,2015-02-23 14:35:51 -0800,KCMO, 569989007532142592,positive,1.0,,,Southwest,,WalterFaddoul,,0,@SouthwestAir Travel agent Darrel here at Love Field hosting a paper airplane contest to entertain all the children was so awesome to see!,,2015-02-23 14:35:43 -0800,"Indianapolis, Indiana; USA",Central Time (US & Canada) 569988842335244289,positive,1.0,,,Southwest,,WalterFaddoul,,0,@SouthwestAir Big kudos to your staff today at Dallas Love Field for lifting everyone's spirits today with all the delays and Cancelled Flightlations,,2015-02-23 14:35:04 -0800,"Indianapolis, Indiana; USA",Central Time (US & Canada) 569987277734207488,positive,1.0,,,Southwest,,brian_willie,,0,"@SouthwestAir it's not fun having a delay from Nashville to Las Vegas, but the crew at the gate C9 desk has been AWESOME! #patience #luvswa",,2015-02-23 14:28:51 -0800,"Franklin, TN",Eastern Time (US & Canada) 569986783024431105,negative,1.0,Bad Flight,0.34299999999999997,Southwest,,simpsonVT,,1,@SouthwestAir thinks that a $100 voucher makes up for spending 4 hrs on a plane and landing at the same airport we took off from. Really?,,2015-02-23 14:26:53 -0800,"Kensington, MD",Eastern Time (US & Canada) 569984682873352192,positive,1.0,,,Southwest,,royvergara,,0,Never got to the strip that fast before. Stoked for special @Imaginedragons show tonight! Thx again @SouthwestAir! http://t.co/ToPqmVqnJp,,2015-02-23 14:18:32 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 569984437720453121,negative,0.6959,Can't Tell,0.3693,Southwest,,goodchrism,,0,@SouthwestAir The problem is apologies don't help. Results matter and it's proving impossible to find anyone who is interested in that.,,2015-02-23 14:17:34 -0800,"Boston, MA",Eastern Time (US & Canada) 569983511609757696,neutral,0.6634,,0.0,Southwest,,djplays,,0,@SouthwestAir no fare giving out clues. In route now.,,2015-02-23 14:13:53 -0800,, 569983469930967040,positive,0.6481,,,Southwest,,steph82nichole,,0,@SouthwestAir telling my Fam in Vegas now. :),,2015-02-23 14:13:43 -0800,California, 569982023667838979,neutral,1.0,,,Southwest,,Soldier_Gomez,,0,@SouthwestAir How many tickets are left?,,2015-02-23 14:07:58 -0800,Las Vegas,Arizona 569981679806365697,positive,0.6413,,,Southwest,,NikkiDan96,,0,@SouthwestAir thank you!,,2015-02-23 14:06:36 -0800,, 569980827209207809,negative,0.6641,Can't Tell,0.6641,Southwest,,ProfessorpaUL15,,0,@SouthwestAir- is new #MKT strategy to be average like all the rest? #whathappend? RR Points Devalued- AGAIN -http://t.co/mDbDYomrs7,,2015-02-23 14:03:13 -0800,,Atlantic Time (Canada) 569980269379358720,negative,0.622,Can't Tell,0.3179,Southwest,,NikkiDan96,,0,@SouthwestAir do these scavenger hunt locations have anything in common because I'm playing detective trying to figure out the one for ATL.,,2015-02-23 14:01:00 -0800,, 569980137346707456,neutral,0.6774,,0.0,Southwest,,Soldier_Gomez,,0,@SouthwestAir Why do you have to be 18 😭,,2015-02-23 14:00:29 -0800,Las Vegas,Arizona 569978876861902848,negative,1.0,Late Flight,1.0,Southwest,,portal_narlish,,0,"@SouthwestAir ruined my Sunday. 3+ hours of delays out of DIA, now my bags are at the wrong airport. $35 to deliver them? Insult to injury.",,2015-02-23 13:55:28 -0800,"San Francisco, CA", 569978748780421121,positive,0.6718,,0.0,Southwest,,SportsDiva84,,0,"@SouthwestAir What can we do to bring you back to Jackson, MS?! We miss you terribly around here. These other airlines are horrible!!",,2015-02-23 13:54:58 -0800,,Eastern Time (US & Canada) 569978197284130817,neutral,0.6907,,0.0,Southwest,,jlivingood,,0,@SouthwestAir Any idea why TSA Pre-Check isn't showing for my next flight tomorrow? The number is in my profile...,,2015-02-23 13:52:46 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 569977907222880256,positive,0.6591,,,Southwest,,Pushmyn,,0,@SouthwestAir 3 hours and 80 degree difference. Yes please!! MHT TO MCO @sadie4406 http://t.co/MRAW3qDw4D,,2015-02-23 13:51:37 -0800,"Littleton, NH",Eastern Time (US & Canada) 569977857755234304,negative,0.7053,Can't Tell,0.7053,Southwest,,rcymozart,,0,"@SouthwestAir sent. looking for that functionality in your app, though. should be a one click action.",,2015-02-23 13:51:25 -0800,"Redlands, CA",Pacific Time (US & Canada) 569977819389800448,neutral,0.6832,,,Southwest,,royvergara,,0,@SouthwestAir still there? I was posted up in Downtown waiting for y'all. On my way!,,2015-02-23 13:51:16 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 569977223198822400,negative,0.6888,Can't Tell,0.3479,Southwest,,seezulu,,0,"@SouthwestAir like kelsey said, really bad spot for locals. Do you know how long it takes to find parking then walking over to the bellagio?",,2015-02-23 13:48:54 -0800,, 569977129728749568,neutral,0.6718,,0.0,Southwest,,TGIAIMO,,0,@SouthwestAir are 5 people there?,,2015-02-23 13:48:32 -0800,,Quito 569976622054395904,positive,1.0,,,Southwest,,MinderJoan,,0,@SouthwestAir looks like Bellagio to me! Good luck people! See you at the show at Vinyl,,2015-02-23 13:46:31 -0800,,Eastern Time (US & Canada) 569976246135697408,neutral,0.6804,,,Southwest,,itsangieohyeah,,0,"“@SouthwestAir: Congrats to these fans who are seeing #DestinationDragons in L.A.! SLC, you're next! http://t.co/YcCITaeP3S” Thanks again SW",,2015-02-23 13:45:01 -0800,Dodger Stadium | Disneyland,Pacific Time (US & Canada) 569976092359917568,positive,0.7026,,,Southwest,,MauLoaIkaika73,,0,@SouthwestAir Can a pair of tickets waiting for me after my sports practice? I live here and definitely know where that is! @Imaginedragons,,2015-02-23 13:44:24 -0800,,Pacific Time (US & Canada) 569976030603059200,positive,1.0,,,Southwest,,Karlyle_Tomms,,0,@SouthwestAir Love Southwest. You guys have been good to me! http://t.co/X4tDY84dBH,,2015-02-23 13:44:09 -0800,Ozarks,Central Time (US & Canada) 569975684476641280,negative,0.6253,Can't Tell,0.3227,Southwest,,suzyyogi,,0,@SouthwestAir how about #destinationdragon tix for tonite for the inconvenience since I am not there to play scavenger hunt?,,2015-02-23 13:42:47 -0800,suburbs of Pittsburgh....,Quito 569975349750079488,neutral,0.6832,,0.0,Southwest,,MauLoaIkaika73,,0,"@SouthwestAir Dang, if only practice was an hour Late Flightr today...",,2015-02-23 13:41:27 -0800,,Pacific Time (US & Canada) 569975155964772352,neutral,0.6316,,0.0,Southwest,,seezulu,,0,"@SouthwestAir that was supposed to say ""boo"" not book. booo.",,2015-02-23 13:40:41 -0800,, 569975032127967232,neutral,1.0,,,Southwest,,pammpeterson,,0,@SouthwestAir #Vegas I was there 5 days ago. Miss the Warm Weather,,2015-02-23 13:40:11 -0800,,Quito 569975026239164416,positive,0.6676,,0.0,Southwest,,KatePatay,,0,@SouthwestAir Your crew on 3138 is doing a great job of keeping everyone informed during the delays #givethemraises,"[39.50503682, -119.77382751]",2015-02-23 13:40:10 -0800,"Reno, NV",Alaska 569974833418600449,negative,1.0,Late Flight,1.0,Southwest,,lajollamom,,0,@SouthwestAir right? We're delayed so I'm crabby. :) Also why do you allow one family member to purchase EarlyBird check in and hold rows?,"[32.73154946, -117.19636508]",2015-02-23 13:39:24 -0800,"La Jolla, CA ",Pacific Time (US & Canada) 569974710915571712,positive,0.677,,0.0,Southwest,,seezulu,,0,@SouthwestAir really easy for locals to get down to the strip. book.,,2015-02-23 13:38:55 -0800,, 569974656653877248,neutral,0.7014,,,Southwest,,MelRiaCarLite,,0,@SouthwestAir: grrrrrr I need a flight there first! Maybe for my bday next month...,,2015-02-23 13:38:42 -0800,, 569971949440524288,positive,0.6465,,,Southwest,,zupshawrl,,0,@SouthwestAir LUV! your new Luv Television Commercials. Traveled on your airline last year return trip from NYC...#feltthelove,,2015-02-23 13:27:56 -0800,, 569971775011999744,neutral,0.6637,,0.0,Southwest,,rcymozart,,0,"@SouthwestAir is it possible to add travel arranged by my employer to my upcoming travel? I can retrieve a reservation, but that's it.",,2015-02-23 13:27:15 -0800,"Redlands, CA",Pacific Time (US & Canada) 569971526876962819,neutral,0.6661,,0.0,Southwest,,Hustleran,,0,@SouthwestAir I sent a email to customer relations and I will be calling tomorrow.,,2015-02-23 13:26:16 -0800,, 569971070394101763,neutral,1.0,,,Southwest,,mar_morine,,0,@SouthwestAir how do get priority seating after you already paid for the flight,,2015-02-23 13:24:27 -0800,Philadelphia PA ,Quito 569970865607090176,negative,1.0,Can't Tell,0.3506,Southwest,,CravenMorhead,,0,"@SouthwestAir 10+ people pre boarded Only 1 needed a wheel chair off the plane... Was NOT the case boarding",,2015-02-23 13:23:38 -0800,,Mountain Time (US & Canada) 569970729237782528,neutral,1.0,,,Southwest,,djwrapcity,,0,@SouthwestAir Is it possible to add companion to only the 2nd leg of a trip?,,2015-02-23 13:23:06 -0800,Chicago,Central Time (US & Canada) 569970324810240000,positive,1.0,,,Southwest,,neens_5,,0,@SouthwestAir best airline 👌,,2015-02-23 13:21:29 -0800,, 569969877286461440,positive,0.6912,,0.0,Southwest,,levijunkert,,0,@southwestair #netneutrality Nice to see you prioritize Internet traffic to your own streaming service over other web sites!,,2015-02-23 13:19:42 -0800,"San Francisco, CA",Mountain Time (US & Canada) 569969833254764544,negative,1.0,Customer Service Issue,0.6514,Southwest,,Hustleran,,0,@SouthwestAir Poor customer service displayed over the weekend during the storm. I was stuck on the tarmac for 2.5 hours with no answer!,,2015-02-23 13:19:32 -0800,, 569968411561701378,neutral,1.0,,,Southwest,,snwrdr30,,0,@SouthwestAir Northern California coast http://t.co/nm4VNNF8Kb,,2015-02-23 13:13:53 -0800,, 569967938607972352,neutral,1.0,,,Southwest,,DavidAlfieWard,,0,"@SouthwestAir hi guys, do you have a general enquires email address please? Thanks David.",,2015-02-23 13:12:00 -0800,London UK & USA, 569965376186019840,neutral,1.0,,,Southwest,,Felittle,,0,@southwestair watching planes do their thing https://t.co/iItoJhUIKH,,2015-02-23 13:01:49 -0800,"Boston, MA",Pacific Time (US & Canada) 569964332026634241,positive,1.0,,,Southwest,,Jimmis2001,,0,@SouthwestAir Thanks for getting us to paradise safely! http://t.co/KDzQcZlpyR,,2015-02-23 12:57:40 -0800,,Eastern Time (US & Canada) 569963097055604736,negative,1.0,Can't Tell,0.6596,Southwest,,DeniseMarois,,0,@SouthwestAir Feeling very frustrated that I bought WIFI onboard and can't load an email.,,2015-02-23 12:52:46 -0800,, 569961977231106048,neutral,1.0,,,Southwest,,oxanniekateox,,0,@SouthwestAir continues to prove to be the best airlines 💪,,2015-02-23 12:48:19 -0800,Twin Cities,Mountain Time (US & Canada) 569961503308189696,positive,0.3476,,0.0,Southwest,,MsGeekyTeach,,0,@SouthwestAir Just go ahead and start the scavenger hunt after 5 pm today when work is over ;) #DestinationDragons,,2015-02-23 12:46:26 -0800,Las Vegas,Arizona 569960248548593665,negative,1.0,Bad Flight,0.7093,Southwest,,RI_Mom,,0,@SouthwestAir why do you let one person board with early bird and save seats for entire party? #notcool #flight2149,,2015-02-23 12:41:27 -0800,,Eastern Time (US & Canada) 569958189862486016,neutral,0.3591,,0.0,Southwest,,bushnelloptics,,0,@SouthwestAir thanks!!,,2015-02-23 12:33:16 -0800,, 569957516748066817,positive,1.0,,,Southwest,,kitcat356,,0,@SouthwestAir Awesome staff at the check in desk! They had a paper airplane race for a SW gift card to keep ppl entertained during delays,,2015-02-23 12:30:35 -0800,,Central Time (US & Canada) 569957187138797569,negative,1.0,Late Flight,0.3614,Southwest,,JuniperCari,,0,@SouthwestAir but when do I get my gin & tonic !?!?,,2015-02-23 12:29:17 -0800,Chicago,Central Time (US & Canada) 569957081811283968,negative,1.0,Late Flight,0.6422,Southwest,,arscolari,,0,@SouthwestAir is this a sick joke? #toyingwithouremotions,,2015-02-23 12:28:52 -0800,, 569956726318850048,negative,1.0,Cancelled Flight,0.6736,Southwest,,meredithrae1,,0,"@SouthwestAir , please explain to me why every other flight to Dallas is going out today except the 6:35 pm?????",,2015-02-23 12:27:27 -0800,, 569956624036540416,negative,1.0,Late Flight,0.6738,Southwest,,jlgustafson1,,0,@SouthwestAir will continue to be my airline of choice. @united -most frustrating travel day I've experienced. 5 delays and 4 gate changes?!,,2015-02-23 12:27:03 -0800,DEN, 569956564993310720,positive,1.0,,,Southwest,,sahandmirza,,0,@SouthwestAir just got a call apologizing personally for the long waits last week trying to rebook flights. Class act. I appreciate that!,,2015-02-23 12:26:49 -0800,"San Francisco, CA", 569956528507236352,negative,1.0,Can't Tell,0.6596,Southwest,,WhiteMule83,,0,"@SouthwestAir @fox8news Serious potential for a wanna get away commercial out of this debacle. But for real, you should fire @Kristi_Capel",,2015-02-23 12:26:40 -0800,"Boston, MA", 569954583209881600,negative,1.0,Late Flight,0.6928,Southwest,,arscolari,,0,"@SouthwestAir I appreciate the response, but the constant changing of the flight time is frustrating to say the least. #toughtomakeplans",,2015-02-23 12:18:56 -0800,, 569954475433201665,negative,1.0,Late Flight,1.0,Southwest,,JuniperCari,,0,@SouthwestAir how long do we have to be delayed after boarding before we get a free drink? #gettingthirsty,,2015-02-23 12:18:30 -0800,Chicago,Central Time (US & Canada) 569953874435567616,neutral,1.0,,,Southwest,,madisonisom,,0,"@SouthwestAir done. Sorry, I thought I was already.",,2015-02-23 12:16:07 -0800,"Birmingham, AL",Central Time (US & Canada) 569953672861388800,negative,1.0,Bad Flight,1.0,Southwest,,FactualRevolt,,0,"@SouthwestAir I can. Doesn't it seem fair that if our bags need to fit under our seats, we should need to fit in them?",,2015-02-23 12:15:19 -0800,,Arizona 569952317556043776,positive,1.0,,,Southwest,,AnnCompton,,0,@SouthwestAir Your Terry is our hero! Got my husband back thru security to retrieve cellphone left on plane in Austin. Terry #85832 U Rock!,,2015-02-23 12:09:56 -0800,WashingtonDC,Eastern Time (US & Canada) 569952285024915456,negative,1.0,Customer Service Issue,1.0,Southwest,,littlemissjacob,,0,"@SouthwestAir Just wanted 2 change an anytime flight leaving at 11:50 @ 11:00. Phone hold 4 46mins. Phone answers, she says sorry - no dice.",,2015-02-23 12:09:48 -0800,,Pacific Time (US & Canada) 569952282277773312,negative,1.0,Cancelled Flight,1.0,Southwest,,embenardos,,0,"@SouthwestAir weren't too ""sincere"" when you Cancelled Flighted my flight and made me drive 17 hours to get home..",,2015-02-23 12:09:47 -0800,•New York•,Eastern Time (US & Canada) 569951879825907713,positive,1.0,,,Southwest,,AnnCompton,,1,@SouthwestAir Your Terry is our hero! Got my husband back thru security to retrieve cellphone left on plane in Austin. Terry #85832 U Rock!,,2015-02-23 12:08:12 -0800,WashingtonDC,Eastern Time (US & Canada) 569951253666656257,positive,0.6953,,0.0,Southwest,,AnnCompton,,0,@SouthwestAir Your Terry is our hero. Got my husband back thru security to retrieve his cellphone in Austin. Terry (#85832) You Rock!,,2015-02-23 12:05:42 -0800,WashingtonDC,Eastern Time (US & Canada) 569950945389518848,positive,1.0,,,Southwest,,GolfTravelerBOS,,0,"@SouthwestAir Thanks, you guys are the best","[0.0, 0.0]",2015-02-23 12:04:29 -0800,New England ,Atlantic Time (Canada) 569950112631296002,positive,0.6759999999999999,,,Southwest,,grace_mcastro,,0,@SouthwestAir I'll stick with flying for free any where that Southwest goes; my son works for this wonderful company and Moms fly free.,,2015-02-23 12:01:10 -0800,, 569947823615012864,neutral,1.0,,,Southwest,,LOLyssa25,,0,@SouthwestAir if only you could control the weather in Las Vegas 😉,,2015-02-23 11:52:04 -0800,,Central Time (US & Canada) 569946428547551233,negative,1.0,Customer Service Issue,1.0,Southwest,,CoachJEvans,,0,@SouthwestAir pretty terrible customer service. Sat on hold 10 min. Then a busy signal. Then disconnected. Do all airlines have to suck?,,2015-02-23 11:46:32 -0800,Missouri,Eastern Time (US & Canada) 569946219826548736,neutral,1.0,,,Southwest,,GolfTravelerBOS,,0,@SouthwestAir could you please tell me if there is a way to add a RR# to a flight that already took place?,"[0.0, 0.0]",2015-02-23 11:45:42 -0800,New England ,Atlantic Time (Canada) 569944997308407808,negative,0.6667,Cancelled Flight,0.6667,Southwest,,jwmohon,,0,@SouthwestAir hooking us up and getting us to Tampa after our flight was Cancelled Flightled this morning #grateful #businesstrip,,2015-02-23 11:40:51 -0800,, 569944956132990976,positive,1.0,,,Southwest,,rando921,,0,@SouthwestAir love the passbook update. Used it the day after it was released. Finally!! Thank you!,,2015-02-23 11:40:41 -0800,"Arlington, TX",Central Time (US & Canada) 569944061848760320,neutral,0.6559,,0.0,Southwest,,madisonisom,,0,@SouthwestAir my ticket was booked 1/27 to CUN. Does the arrival time reflect that CUN is now on EST time?,,2015-02-23 11:37:08 -0800,"Birmingham, AL",Central Time (US & Canada) 569943647103406080,negative,0.6920000000000001,Lost Luggage,0.6920000000000001,Southwest,,HDsportsguy,,0,"@SouthwestAir @HDsportsguy yes I did. I hope for an update soon, need those clothes for a meeting tomorrow.",,2015-02-23 11:35:29 -0800,, 569943306613886976,positive,1.0,,,Southwest,,m_rafano,,0,@SouthwestAir A+ to the Safety Dos and Don'ts Announcer. Flight 651 from Midway (MDW) to Pittsburgh (PIT)!,,2015-02-23 11:34:07 -0800,,Pacific Time (US & Canada) 569942616617447424,negative,1.0,Bad Flight,0.6767,Southwest,,FactualRevolt,,0,@SouthwestAir this is not a fair set up. I payed for a full seat. I should get access to a full seat. http://t.co/SbA0ARicyq,,2015-02-23 11:31:23 -0800,,Arizona 569942482668167168,negative,1.0,Customer Service Issue,1.0,Southwest,,kaityteer,,0,"@SouthwestAir Sorry to bother you, but I've been on hold for more than 2 hours and 30 minutes. Should I continue holding? Or call back?",,2015-02-23 11:30:51 -0800,"Bellingham, Washington",Pacific Time (US & Canada) 569941609225293824,positive,1.0,,,Southwest,,TracyFacelli,,0,@SouthwestAir another great trip! LAX 823 - LAS 3075- BNA. Thanks so much!!!,,2015-02-23 11:27:23 -0800,wherever you need me to be. ,Central Time (US & Canada) 569941247546286080,negative,1.0,Bad Flight,0.6633,Southwest,,shelton_heather,,0,@SouthwestAir your checkin is lame for business. Really last seat? I have broad shoulders haha,,2015-02-23 11:25:57 -0800,Washington DC,Eastern Time (US & Canada) 569940430365847554,negative,0.6306,Lost Luggage,0.3227,Southwest,,IUallie,,0,@SouthwestAir yeah they're somewhere. Hopefully getting them back today. Just frustrated tweeting.,,2015-02-23 11:22:42 -0800,Bloomington/San Francisco,Pacific Time (US & Canada) 569938799397990401,negative,1.0,Cancelled Flight,1.0,Southwest,,flee787,,0,"@SouthwestAir Completely understand Act of God weather-reLate Flightd Cancelled Flightlation, but 4 days without reimbursement of any kind is #unacceptable",,2015-02-23 11:16:13 -0800,,Eastern Time (US & Canada) 569937700993818625,negative,1.0,Can't Tell,0.6736,Southwest,,mcmahon0074,,0,@SouthwestAir why so expensive to go to Vegas with stops in Late Flight June as I can get non stop for same on competition,"[42.3427148, -71.5504243]",2015-02-23 11:11:51 -0800,some where in massachusetts , 569937119411462144,negative,1.0,Cancelled Flight,0.6464,Southwest,,_missjoannalee,,0,"@SouthwestAir delayed twice now Cancelled Flighted...sent complaint email, yet no response. Need an explanation pls. #notsatisfied #smh #unhappy","[32.7156489, -117.1556388]",2015-02-23 11:09:32 -0800,Canada,Pacific Time (US & Canada) 569935609940316160,positive,1.0,,,Southwest,,bzjames,,0,@SouthwestAir Got help from a nice lady on the phone in Georgia. Thank you!,,2015-02-23 11:03:32 -0800,, 569935276346351616,negative,1.0,Late Flight,0.6667,Southwest,,ClarkHerrington,,0,@SouthwestAir When will the flight resume? I don's see it in the open schedule. :/,,2015-02-23 11:02:13 -0800,"Baltimore,MD",Central Time (US & Canada) 569933882662916096,neutral,1.0,,,Southwest,,sasc1,,0,"@SouthwestAir understand the weather, these kids need to get home! Nice kids doing volunteer work from a RI high school, please help",,2015-02-23 10:56:41 -0800,RI,Eastern Time (US & Canada) 569932197735604224,positive,0.6334,,,Southwest,,lauravelasquez,,0,"@SouthwestAir Thanks for the quick reply! I travel a lot...but not that much, lol.",,2015-02-23 10:49:59 -0800,"Denver, CO",Eastern Time (US & Canada) 569931705022164992,negative,0.6598,Can't Tell,0.6598,Southwest,,collaziano,,0,@SouthwestAir That does sound hopeful. It's a very thin device so I just hope the right person found it in time.,,2015-02-23 10:48:01 -0800,"Royal Palm Beach, FL, USA",Eastern Time (US & Canada) 569930801577644034,negative,1.0,Lost Luggage,1.0,Southwest,,HDsportsguy,,0,@SouthwestAir My bag was not shown LUV did not make it to PHL with me.,,2015-02-23 10:44:26 -0800,, 569929973156327424,negative,1.0,Can't Tell,0.6876,Southwest,,GunsNDip,,0,@SouthwestAir I regret not flying you this morning @VirginAmerica doesn't support business travelers. #neverflyvirginforbusiness,,2015-02-23 10:41:09 -0800,,Pacific Time (US & Canada) 569927965007417344,positive,0.6517,,0.0,Southwest,,collaziano,,0,@SouthwestAir Thanks. I did go through these motions shortly after my flight yesterday. I wonder how quickly flight attendants are notified.,,2015-02-23 10:33:10 -0800,"Royal Palm Beach, FL, USA",Eastern Time (US & Canada) 569927739802652672,negative,0.6665,Customer Service Issue,0.3446,Southwest,,imdar844,,0,@SouthwestAir how many others didn't know you are stopping non stop flights to ATL and from to Hartford Ct as of April ?,,2015-02-23 10:32:16 -0800,CT,Quito 569925645204987904,neutral,0.6421,,0.0,Southwest,,karasellswyo,,0,"@SouthwestAir Thanks, Lindsey. Any idea when I'll get there?! Stuck in Denver and told to ""listen to the intercom better"".",,2015-02-23 10:23:57 -0800,, 569924965446725632,positive,1.0,,,Southwest,,gotkristopher,,0,@SouthwestAir nice touch on the passbook integration!,"[33.43403712, -111.99678364]",2015-02-23 10:21:15 -0800,The AZ Desert,Pacific Time (US & Canada) 569924679206457344,neutral,0.6726,,0.0,Southwest,,CravenMorhead,,0,"@SouthwestAir easy fix, let the business select actually board 1st, then board the pre-boards...",,2015-02-23 10:20:06 -0800,,Mountain Time (US & Canada) 569924393976987649,negative,1.0,Can't Tell,0.6528,Southwest,,CravenMorhead,,0,@SouthwestAir a companion pass flyer to other airlines because it's being abused @ every airport...,,2015-02-23 10:18:58 -0800,,Mountain Time (US & Canada) 569924243946737664,negative,1.0,Flight Booking Problems,0.3789,Southwest,,CravenMorhead,,0,"@SouthwestAir it's not disappointment, it's a blatant disregard for your business select customers, it's becoming a problem that's pushing",,2015-02-23 10:18:23 -0800,,Mountain Time (US & Canada) 569922915472244736,neutral,1.0,,,Southwest,,LenaRodGon,,0,@SouthwestAir need assistance getting an extension on a flight that has expired.,,2015-02-23 10:13:06 -0800,,Central Time (US & Canada) 569922730008518656,positive,1.0,,,Southwest,,claywhittington,,0,@SouthwestAir Awesome. Thanks! You guys rock!,,2015-02-23 10:12:22 -0800,"Wilmington, North Carolina",Eastern Time (US & Canada) 569922657937956864,negative,0.6634,Customer Service Issue,0.3366,Southwest,,AayeBaby,,0,"@SouthwestAir Hello remaining credits on your account will be refunded back to your credit card, when you choose a lower price flight?",,2015-02-23 10:12:04 -0800,D(M)V,Eastern Time (US & Canada) 569921747195076608,neutral,0.6694,,0.0,Southwest,,LenaRodGon,,0,@SouthwestAir when can we expect customer service in Dallas to be available,,2015-02-23 10:08:27 -0800,,Central Time (US & Canada) 569919280361414656,negative,0.6404,Can't Tell,0.3258,Southwest,,rcymozart,,0,@SouthwestAir it eventually arrived. just seemed really slow. :),,2015-02-23 09:58:39 -0800,"Redlands, CA",Pacific Time (US & Canada) 569918484726964224,negative,1.0,Lost Luggage,1.0,Southwest,,karasellswyo,,0,"@SouthwestAir My bags are on the way to Chicago, without me! Help! I was confirmed for 2 flights and told there isn't room and I'm screwed.",,2015-02-23 09:55:29 -0800,, 569915419018067968,negative,1.0,Lost Luggage,1.0,Southwest,,DAmico_J,,0,@SouthwestAir i just recieved an email from your memphis station hopefully they have my bag.,,2015-02-23 09:43:19 -0800,RI when home.,Eastern Time (US & Canada) 569914957552353280,negative,0.6745,Bad Flight,0.6745,Southwest,,HDsportsguy,,0,@SouthwestAir Just landed in PHL. Row 9 window cover on N366SW could use some LUV. http://t.co/WQZZtIemX0,,2015-02-23 09:41:29 -0800,, 569912094272782337,positive,1.0,,,Southwest,,d_aghassi,,0,@SouthwestAir thanks for adding passbook ability! Hopefully we can do group passbook tickets in the future somehow.,,2015-02-23 09:30:06 -0800,,Eastern Time (US & Canada) 569911555967442944,negative,1.0,Lost Luggage,1.0,Southwest,,Sara_Walsh,,0,@SouthwestAir yep. 99.99999999% certain it was on that flight.,,2015-02-23 09:27:58 -0800,,Eastern Time (US & Canada) 569910583694196736,positive,1.0,,,Southwest,,RenePhillips42,,0,@SouthwestAir they arrived Late Flight but pilots got us to DIA on time. #impressive #outstanding #greatservice #allgood,,2015-02-23 09:24:06 -0800,"Rocky Mountains, Colorado USA",Mountain Time (US & Canada) 569910383047254016,positive,0.3511,,0.0,Southwest,,RenkCathy,,0,@SouthwestAir I would appreciate that. Thank you.,,2015-02-23 09:23:18 -0800,,Central Time (US & Canada) 569909718765842432,negative,1.0,Customer Service Issue,0.6374,Southwest,,erinbraxton,,0,"@SouthwestAir I never got an email confirmation for my ticket, but the credit card was charged. Phone wait time is crazy. Is there a chat?",,2015-02-23 09:20:40 -0800,Los Angeles,Pacific Time (US & Canada) 569906668743426048,negative,1.0,Customer Service Issue,0.6679999999999999,Southwest,,ShanRosenberg,,0,"@SouthwestAir res chg online/app no work, still on hold, faster for hubby to DRIVE to airport to make change @ counter #fail",,2015-02-23 09:08:32 -0800,, 569906317629874176,neutral,1.0,,,Southwest,,claywhittington,,0,@SouthwestAir Can my wife's RR points be transferred to my RR account?,,2015-02-23 09:07:09 -0800,"Wilmington, North Carolina",Eastern Time (US & Canada) 569905567960952832,negative,0.6939,Late Flight,0.3571,Southwest,,LukeWyckoff,,0,@SouthwestAir my friends from Boston stuck in Denver. Her name Jane. @RnCahill Please contact her.,,2015-02-23 09:04:10 -0800,"Denver, CO",Mountain Time (US & Canada) 569904613069103104,negative,1.0,Lost Luggage,1.0,Southwest,,B_Mac87,,0,"@SouthwestAir I did, but no one can find the bag and we need everything in it in the next two hours.",,2015-02-23 09:00:22 -0800,"Raleigh, North Carolina",Mountain Time (US & Canada) 569904370361483264,negative,1.0,Bad Flight,0.7057,Southwest,,alifriend,,0,@SouthwestAir Wasn't able to sit in my seat since the guy next to me was using it. #worstflightever #ideserveareward http://t.co/l7hSnLgie2,"[33.64079948, -84.4358346]",2015-02-23 08:59:24 -0800,"Columbus, OH",Eastern Time (US & Canada) 569903377598914562,positive,1.0,,,Southwest,,EASmith_,,0,@SouthwestAir Glad to know I'll be flying the luv airline tomorrow ;),,2015-02-23 08:55:28 -0800,"Columbus, OH",Quito 569903253183455233,negative,1.0,Lost Luggage,1.0,Southwest,,RenkCathy,,0,@SouthwestAir yes we did file a report and were treated rather rudely at midway baggage claim. Now we wait 2 days to get our luggage.,,2015-02-23 08:54:58 -0800,,Central Time (US & Canada) 569901998780198912,negative,1.0,Customer Service Issue,0.716,Southwest,,davidsawyerjr,,0,@SouthwestAir I would still have my companion pass if your ridiculous airline hadn't stopped partnering with Hilton Hotels - GENIUS!!!,,2015-02-23 08:49:59 -0800,"Austin, TX",Central Time (US & Canada) 569901925358968832,negative,0.7022,Flight Booking Problems,0.7022,Southwest,,bzjames,,0,@SouthwestAir Just got companion pass and trying to add companion flgt but get purchase.error.INVALID_LOYALTY_MEMBER_ACCOUNT_STATUS. Help!,,2015-02-23 08:49:41 -0800,, 569901802994454528,negative,0.7113,Customer Service Issue,0.3919,Southwest,,laurenemiller11,,0,@SouthwestAir I did. Still haven't heard a thing.,,2015-02-23 08:49:12 -0800,"Westminster, CO",Mountain Time (US & Canada) 569900699988860928,positive,1.0,,,Southwest,,Maya_Golden,,0,@SouthwestAir thank you for great customer service. Trying to make it to San Antonio and your staff and alerts have been helpful. Boo ice!,,2015-02-23 08:44:49 -0800,Lone Star State,Central Time (US & Canada) 569900147343265792,positive,0.6859,,0.0,Southwest,,lizStonewriter,,0,"@SouthwestAir open seating is like an open marriage, there's so much love for strangers!",,2015-02-23 08:42:38 -0800,, 569899502355681280,negative,0.66,Can't Tell,0.66,Southwest,,michellehamm0nd,,0,@SouthwestAir I hope this isn't a real life scene out of the movie 'Flight' .....,,2015-02-23 08:40:04 -0800,insta : michellehamm0nd,Eastern Time (US & Canada) 569898033128693760,neutral,1.0,,,Southwest,,vovoci,,0,@SouthwestAir : thanks.are flights operating now or Cancelled Flightled?,,2015-02-23 08:34:13 -0800,, 569897334760448000,neutral,1.0,,,Southwest,,LyonsBlitz0090,,0,@SouthwestAir we checked in right at 24hr mark. Boarding C group with kids ages 6&8 dnt want to be split. What sld we do?,,2015-02-23 08:31:27 -0800,, 569895344458170368,negative,0.7119,Customer Service Issue,0.7119,Southwest,,LukeWyckoff,,0,@SouthwestAir @LukeWyckoff: her name is Jane and she wanted was a call. 617-653-3040,,2015-02-23 08:23:32 -0800,"Denver, CO",Mountain Time (US & Canada) 569895187746418688,positive,1.0,,,Southwest,,vangdfang,,0,"@SouthwestAir @matthewebel And this is why I love flying Southwest. Excellent service, and you don't take yourselves too seriously!",,2015-02-23 08:22:55 -0800,"Overland Park, KS",Central Time (US & Canada) 569894088209596416,positive,1.0,,,Southwest,,bjwellington,,0,@SouthwestAir @coachGS what's even better is the price changed in the 2 minutes since I talked to the lady and they still honored the cheap1,"[32.85744983, -97.03548311]",2015-02-23 08:18:33 -0800,"Sac City, IA",Central Time (US & Canada) 569893988846546945,neutral,0.6925,,0.0,Southwest,,vovoci,,0,@SouthwestAir : Hello..are flights taking off from @DallasLoveField airport this noon. Am supposed to travel on flight 376 to San antonio,,2015-02-23 08:18:09 -0800,, 569893924942299136,neutral,1.0,,,Southwest,,HelacoHLC,,0,@SouthwestAir We invite to Fallow @HelacoHLC learn about our activities.Prevention Programs of Health by Condom-Rito Family.We R 501(C)(3),,2015-02-23 08:17:54 -0800,EIN: 27-0575748 -New York -USA, 569892876642955264,neutral,0.6681,,,Southwest,,fromtheleftseat,,0,"@SouthwestAir unveils 4 new #flights, including 2 from #Ohio http://t.co/grkBj7bxlk",,2015-02-23 08:13:44 -0800,Phoenix AZ,Arizona 569891377351233536,neutral,1.0,,,Southwest,,AlMehairiAUH,,0,@SouthwestAir to start daily #B737-700 flights from #Washington Reagan to #FtLauderdale on 8AUG #avgeek,,2015-02-23 08:07:47 -0800,Abu Dhabi,Abu Dhabi 569891267666006016,neutral,1.0,,,Southwest,,AlMehairiAUH,,0,@SouthwestAir to end its daily #B737-700 flights from #Washington Reagan to #FtMyers on 8AUG #avgeek,,2015-02-23 08:07:20 -0800,Abu Dhabi,Abu Dhabi 569890333456117760,neutral,1.0,,,Southwest,,AlMehairiAUH,,0,@SouthwestAir to start 2xdaily #B737-700 flights from #OrangeCounty to #Portland OR on 8AUG #avgeek,,2015-02-23 08:03:38 -0800,Abu Dhabi,Abu Dhabi 569890211301191680,neutral,1.0,,,Southwest,,AlMehairiAUH,,0,@SouthwestAir to start daily #B737-700 flights from #Columbus OH to #Oakland on 8AUG #avgeek,,2015-02-23 08:03:09 -0800,Abu Dhabi,Abu Dhabi 569890103989903360,neutral,1.0,,,Southwest,,AlMehairiAUH,,0,@SouthwestAir to start 2xdaily #B737-700 flights from #Columbus OH to #Boston @BostonLogan on 8AUG #avgeek,,2015-02-23 08:02:43 -0800,Abu Dhabi,Abu Dhabi 569889885651234816,negative,1.0,Customer Service Issue,1.0,Southwest,,rcymozart,,0,"@SouthwestAir Password reset email is incredibly slow to arrive today. Checked spam folder, too. Web site says a few minutes, but 15? :|",,2015-02-23 08:01:51 -0800,"Redlands, CA",Pacific Time (US & Canada) 569888280793063424,neutral,1.0,,,Southwest,,ClinicPolly,,0,"@SouthwestAir @ClinicPolly Thank you-- I may have already responded but was 8UXZJ2",,2015-02-23 07:55:28 -0800,, 569887819297992704,negative,1.0,Customer Service Issue,0.6649,Southwest,,OrygunPride,,0,@SouthwestAir I've had TERRIBLE service in three airports in 10 hours. Glad they don't care we kind of need to be home. #SellMyPointsSoon,,2015-02-23 07:53:38 -0800,, 569887230019284993,positive,0.6487,,,Southwest,,Brianne_Sanchez,,0,@SouthwestAir Thanks! Confirmation number just DMed. Appreciate any help!,,2015-02-23 07:51:18 -0800,"Des Moines, IA",Central Time (US & Canada) 569885759513034752,negative,1.0,Customer Service Issue,1.0,Southwest,,simundz,,0,@SouthwestAir on hold for 15+ min...no estimated answer time. Any help here?,,2015-02-23 07:45:27 -0800,, 569884616649269248,negative,1.0,Bad Flight,0.6556,Southwest,,MightyFoxMusic,,0,@SouthwestAir I'm going to start charging you for the consistent body pat downs. Starting to feel like a piece of meat. #punishedforflying,,2015-02-23 07:40:55 -0800,"Chicago, IL", 569883152493240320,negative,1.0,Customer Service Issue,1.0,Southwest,,jennybeal,,0,@SouthwestAir What's up with the wait times on your customer service line? Tried 2X on Fri. and now I've been on for over 15 min.,,2015-02-23 07:35:06 -0800,"Columbus, OH",Eastern Time (US & Canada) 569882596798132225,neutral,0.6692,,0.0,Southwest,,matthewebel,,0,@SouthwestAir Can you equip a 737 with flamethrowers and a snow plow?,,2015-02-23 07:32:53 -0800,"Boston, MA",Central Time (US & Canada) 569881035682521088,neutral,0.6424,,,Southwest,,0504Traveller,,0,"@SouthwestAir unveils 4 new routes, including 2 from #Ohio http://t.co/4uRzvBPJKO via @usatoday",,2015-02-23 07:26:41 -0800,,Central Time (US & Canada) 569880788612866048,negative,1.0,Late Flight,1.0,Southwest,,ucsigmachi,,0,@SouthwestAir flight 1028 no delayed 1.5 hours. Another week another delayed flight,,2015-02-23 07:25:42 -0800,, 569878685723049985,neutral,0.6648,,,Southwest,,SaraAMartens,,0,@SouthwestAir thanks for linking to #Passbook. Might be old news but this is my first 2015 flight.,,2015-02-23 07:17:21 -0800,"Omaha, NE",Central Time (US & Canada) 569877658286186496,neutral,0.6776,,0.0,Southwest,,Loloemartin,,0,@SouthwestAir didn't realize no clothes until at hotel - suggestions?,,2015-02-23 07:13:16 -0800,, 569875667245871104,neutral,1.0,,,Southwest,,FolfJay,,0,@SouthwestAir may want to direct that to the people at @FurryFiesta tok,,2015-02-23 07:05:21 -0800,"Grand Island, Nebraska, USA",Central Time (US & Canada) 569875532600385536,negative,1.0,Damaged Luggage,0.6683,Southwest,,Loloemartin,,0,@SouthwestAir bag in possession but no clothes in bag??,,2015-02-23 07:04:49 -0800,, 569875430951542784,negative,0.6817,Can't Tell,0.6817,Southwest,,ChrisSaysThis,,0,"@SouthwestAir, you're really going to let @delta and @virginamerica get the best of you? http://t.co/vUdWJm1lYB",,2015-02-23 07:04:25 -0800,"Boston, MA",Eastern Time (US & Canada) 569875093360238592,negative,1.0,Customer Service Issue,1.0,Southwest,,jenwhooo,,0,"@SouthwestAir Please get back with my about my airtran credit Q4VNMB, I call and I'm being told that I will, but I never get email/call back",,2015-02-23 07:03:04 -0800,, 569874524922978304,neutral,1.0,,,Southwest,,FolfJay,,0,@SouthwestAir is there a link to a site that displays any delays or Cancelled Flightations of flights to and from @DallasLoveField?,,2015-02-23 07:00:49 -0800,"Grand Island, Nebraska, USA",Central Time (US & Canada) 569872444590129152,negative,0.6816,Cancelled Flight,0.35200000000000004,Southwest,,MikeViso,,0,@SouthwestAir pleaseeee resume direct flights from FLL to PHL. I don't want to fly with anyone else 😩😫😢,,2015-02-23 06:52:33 -0800,Vineland & South Florida ,Eastern Time (US & Canada) 569872363170373632,negative,1.0,Lost Luggage,0.7040000000000001,Southwest,,Loloemartin,,0,@SouthwestAir what to do when you show up to your destination with no clothes in your suitcase? #nakedmeetings #awkward,,2015-02-23 06:52:13 -0800,, 569869220680470529,neutral,1.0,,,Southwest,,doecember28th,,0,@SouthwestAir Are there discounts every tuesday cause Im leaving fron Birmingham Airport to San fran Next week in march sometime,,2015-02-23 06:39:44 -0800,, 569868010665611265,negative,1.0,Bad Flight,0.7081,Southwest,,Matwork21,,0,@southwestair does anyone realize that banning peanuts on a flight due to an allergic person ignores p-nut oil & dust from previous flights?,,2015-02-23 06:34:56 -0800,Las Vegas,Pacific Time (US & Canada) 569866847690100736,negative,1.0,Customer Service Issue,1.0,Southwest,,ChristinaTenti,,0,@SouthwestAir customer service is rude and bothered by our calls. Has no idea what is going on and sighed heavily on the phone. Unbelievable,,2015-02-23 06:30:18 -0800,"Saint Louis, MO USA",Central Time (US & Canada) 569865838892691456,negative,1.0,Customer Service Issue,0.6837,Southwest,,nelsjeff,,0,"@SouthwestAir @nelsjeff, 3.5 hrs. Late Flightr (no human interaction), ended up $'ing a completely new flight - so last flight out didn't sell out.",,2015-02-23 06:26:18 -0800,, 569865675793170432,negative,1.0,Lost Luggage,1.0,Southwest,,ChristinaTenti,,0,@SouthwestAir loses baggage a day ago and still has no idea or interest in finding it? ALL items for new job in that bag! Unacceptable.,,2015-02-23 06:25:39 -0800,"Saint Louis, MO USA",Central Time (US & Canada) 569865352986951680,neutral,1.0,,,Southwest,,stilvester,,0,"@SouthwestAir How do I get a companion pass??? Thanks, Lin S",,2015-02-23 06:24:22 -0800,"Tipp City, Ohio ", 569864693998690304,positive,0.6675,,,Southwest,,Kateria_Nicole,,0,@SouthwestAir Just sent DM. Thanks for your attentiveness to this matter.,,2015-02-23 06:21:45 -0800,"Atlanta, GA",Eastern Time (US & Canada) 569862767236255744,negative,1.0,Bad Flight,1.0,Southwest,,gdm43pga,,0,@SouthwestAir how about fixing the wifi! 3rd flight where it's not working. 800 series plane so not like it's an old plane.,,2015-02-23 06:14:05 -0800,"Old Hickory, TN",Central Time (US & Canada) 569857504768757760,negative,0.6611,Can't Tell,0.6611,Southwest,,jameswbetts,,0,"@SouthwestAir #1687 MDW-SAN. Like most flights, if I'm watching free TV it works but won't hardly access any websites - including your own.",,2015-02-23 05:53:11 -0800,Sunny Florida,Eastern Time (US & Canada) 569857396899606528,neutral,0.6404,,0.0,Southwest,,sasc1,,0,"@SouthwestAir kids on a mission trip from Lasalle stranded in orlando area, they can't get back to Bos or PVD till WEDNESDAY?",,2015-02-23 05:52:45 -0800,RI,Eastern Time (US & Canada) 569855773951561728,neutral,1.0,,,Southwest,,charlesr99,,0,@SouthwestAir Pls Help Baby Hannah get the life saving surgeries she requires.She needs your help.Pls Donate/RT http://t.co/v4ZVUGMkJw,,2015-02-23 05:46:18 -0800,Everywhere,Atlantic Time (Canada) 569855106583281664,negative,0.6744,Late Flight,0.6744,Southwest,,DD_ATL,,0,@SouthwestAir almost at the gate for 1156 to SF. Please wait 60 more seconds.,,2015-02-23 05:43:39 -0800,,Eastern Time (US & Canada) 569851178982338563,negative,1.0,Flight Attendant Complaints,0.348,Southwest,,steve_holder,,0,"@SouthwestAir RT @kkwhb: Paid for early bird boarding and got B46. I said to lady, ""well, that system is about dead."" She didn't understand",,2015-02-23 05:28:03 -0800,,Central Time (US & Canada) 569846771301654528,negative,1.0,Flight Booking Problems,0.3366,Southwest,,Kateria_Nicole,,0,@SouthwestAir All flights are booked . They are saying I have to wait until tomorrow.,,2015-02-23 05:10:32 -0800,"Atlanta, GA",Eastern Time (US & Canada) 569845106888585216,neutral,0.6932,,0.0,Southwest,,scoobydoo9749,,0,@SouthwestAir arrangements to reimburse me for the rental I had to get?,,2015-02-23 05:03:55 -0800,"Tallahassee, FL",America/Chicago 569843082994315264,positive,1.0,,,Southwest,,geo3689,,0,@SouthwestAir Me on one of your planes!!! Thanks for taking me Arizona 184! http://t.co/Finq5Fh6ue,,2015-02-23 04:55:52 -0800,"Frederick, MD",Atlantic Time (Canada) 569842095483199488,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,Kateria_Nicole,,0,@SouthwestAir Gate agent gave me wrong departure info and caused me to miss my flight and now I am on stand by! #NotHappy,,2015-02-23 04:51:57 -0800,"Atlanta, GA",Eastern Time (US & Canada) 569840840861839360,positive,0.6920000000000001,,,Southwest,,BitterEnd2013,,0,@SouthwestAir Thanks,,2015-02-23 04:46:58 -0800,, 569837786930540545,negative,1.0,Lost Luggage,1.0,Southwest,,Maleus21,,0,"@SouthwestAir my bag was lost, and according to the rep they don't even know where it is, Please help.",,2015-02-23 04:34:50 -0800,Memphis,Central Time (US & Canada) 569834388919328768,positive,0.6923,,0.0,Southwest,,erhone01,,0,@SouthwestAir have sent you a DM with the details. Thanks!,,2015-02-23 04:21:19 -0800,,New Caledonia 569832563403051008,positive,0.6694,,,Southwest,,HAPPYGOLFPUG,,0,@SouthwestAir thank you for the confirmation. Maybe people on my flight have directional dislexia.,,2015-02-23 04:14:04 -0800,"Golftown, USA", 569817937131016192,neutral,0.7013,,0.0,Southwest,,erhone01,,0,"@SouthwestAir got an email confirmation of wifi purchase on a recent flight. Trouble is, I've never flown with you. Ever. #concerned #scam?",,2015-02-23 03:15:57 -0800,,New Caledonia 569813808987787264,negative,1.0,Flight Attendant Complaints,0.7113,Southwest,,ranmannokc,,0,@SouthwestAir - really? All other carriers are staffed and you've got a triple looped one and no employees in sight in OKC,,2015-02-23 02:59:33 -0800,Oklahoma City,Central Time (US & Canada) 569813138910130176,neutral,1.0,,,Southwest,,DontenPhoto,,0,@SouthwestAir Flight 3744 (N284WN) departs @FlyTPA enroute to @PHXSkyHarbor http://t.co/Bd5tvr3Gcy,,2015-02-23 02:56:53 -0800,"Englewood, Florida",Eastern Time (US & Canada) 569795913788428288,negative,1.0,Cancelled Flight,1.0,Southwest,,billysharp022,,0,"@SouthwestAir thank you for Cancelled Flighting my flight, last minute of course, to #GIS2015. I'm now missing one full day of my trip thanks to this!",,2015-02-23 01:48:26 -0800,"Effingham, IL",Eastern Time (US & Canada) 569791667827388416,neutral,1.0,,,Southwest,,BitterEnd2013,,0,@SouthwestAir Are flights going into Dallas this morning? Thanks,,2015-02-23 01:31:34 -0800,, 569779173461336065,negative,1.0,Late Flight,0.6909,Southwest,,jhoblitt,,0,@SouthwestAir you got me home over an hour and a half Late Flight but at least my baggage was delivered soaking wet,,2015-02-23 00:41:55 -0800,"Tucson, AZ",Arizona 569769288174870528,neutral,0.6687,,0.0,Southwest,,hckystix,,0,@SouthwestAir had to be stuck in the middle seat :( http://t.co/dzeGAPfqw1,,2015-02-23 00:02:38 -0800,, 569767473525862400,neutral,0.6922,,,Southwest,,Immafun12,,0,"@SouthwestAir #DestinationDragons @Imaginedragons Scavenger Hunt Vegas, BE READY!!! http://t.co/vHgkiTzSaw",,2015-02-22 23:55:26 -0800,Oregon,Alaska 569766956062134272,positive,0.6651,,,Southwest,,slemus12,,0,@SouthwestAir you know what'd be beyond awesome? A pair of tickets to the @Imaginedragons show in ATL. A girl can dream #DestinationDragons,,2015-02-22 23:53:22 -0800,Georgia,Eastern Time (US & Canada) 569757790626906112,positive,1.0,,,Southwest,,hllgruber,,0,@SouthwestAir yes I was everything worked out great,"[34.00646846, -118.48131246]",2015-02-22 23:16:57 -0800,, 569752691460706304,positive,0.6779999999999999,,,Southwest,,ttowngolfgal,,0,@SouthwestAir show me some love and a companion flight~please and thank you!,,2015-02-22 22:56:41 -0800,,Central Time (US & Canada) 569748667793588224,negative,1.0,Cancelled Flight,1.0,Southwest,,RyanMoore91,,0,"@SouthwestAir Cancelled Flightled my flight, rescheduled to EWK gave me a pseudo-voucher that directed me to the worst @daysinn in existence. #fail",,2015-02-22 22:40:42 -0800,"College Park, MD", 569735142564102145,positive,1.0,,,Southwest,,Ryguys0fly,,0,@SouthwestAir loved it!,,2015-02-22 21:46:57 -0800,"Washington, DC", 569734069988286464,negative,1.0,Lost Luggage,1.0,Southwest,,RenkCathy,,0,@SouthwestAir needs to train their employees to be at lease somewhat empathetic when THEY lose our luggage. Monika at MWA needs a PR lesson,,2015-02-22 21:42:42 -0800,,Central Time (US & Canada) 569733311595020288,neutral,0.6489,,,Southwest,,Rhodabean10,,0,"@SouthwestAir I am in, let's do this!",,2015-02-22 21:39:41 -0800,"Atlanta, GA", 569731970562961408,negative,1.0,Customer Service Issue,0.6737,Southwest,,intel_jim,,0,@SouthwestAir You completely let me down tonight. Your gate agents' ambivalence is just too much. How sad for you (& me.),,2015-02-22 21:34:21 -0800,"Phoenix, Arizona USA",Arizona 569731104070115329,positive,1.0,,,Southwest,,JasmineDT,,1,@SouthwestAir you're my early frontrunner for best airline! #oscars2016,,2015-02-22 21:30:54 -0800,Washington D.C. ,Eastern Time (US & Canada) 569728621344104448,neutral,0.6461,,,Southwest,,Strangeluvcraft,,0,"@southwestair, kudos to your rep ""Patricia"" at gate B11 this Sunday morning at #Chicago #Midway #MDW,… http://t.co/MmCWkqp2gy",,2015-02-22 21:21:03 -0800,, 569728483384930304,negative,1.0,Cancelled Flight,1.0,Southwest,,OrygunPride,,0,@SouthwestAir flight Cancelled Flightled. new flight 7 hours Late Flightr. will sleep in airport tonight. and cant even give me an A Boarding Group seat. thx,,2015-02-22 21:20:30 -0800,, 569727036627034112,neutral,1.0,,,Southwest,,Barbee72,,0,"@SouthwestAir Just reading your boarding policy, we're a group of 8 travellers with kids ranging from 3-10, is it possible to sit together?",,2015-02-22 21:14:45 -0800,, 569726038932111360,negative,1.0,Late Flight,0.6108,Southwest,,RyanBeydler,,0,"@SouthwestAir you're right, I do. I've been traveling all day and you guys dropped the ball. Making for a long night.",,2015-02-22 21:10:47 -0800,Nashville & Memphis,Central Time (US & Canada) 569720247948861440,negative,1.0,Customer Service Issue,1.0,Southwest,,jparkermastin,,0,@SouthwestAir @jparkermastin customer service has been very passive in their response. Disappointed. I have only flown SW but am rethinking,,2015-02-22 20:47:46 -0800,, 569716065741045760,negative,1.0,Flight Attendant Complaints,0.6568,Southwest,,wittmania,,0,@SouthwestAir broke the stroller my wife and baby gate checked. They told her it's not their problem. Calling the A List Preferred line now.,,2015-02-22 20:31:09 -0800,"Lincoln, NE",Central Time (US & Canada) 569715248720007169,negative,1.0,Late Flight,1.0,Southwest,,_ItsMeHollywood,,0,@SouthwestAir is this a joke? My return flight is delayed too! 3 in a row! New record from you guys 💔😪,,2015-02-22 20:27:54 -0800,, 569714755838935040,negative,0.6535,Lost Luggage,0.6535,Southwest,,johnmsanchez,,0,@SouthwestAir nbd I was able to figure out a workaround. Just wanted to help. Got my bags less than 24 hours Late Flightr. Muchas grassy ass.,,2015-02-22 20:25:57 -0800,"Seattle, WA",Central Time (US & Canada) 569714651489050624,negative,1.0,Lost Luggage,0.3473,Southwest,,WillBursch,,0,@SouthwestAir luggage delivery between 1-4am? Really? After I was told by midnight multiple times? Why lie? Crazy and bad business.,,2015-02-22 20:25:32 -0800,"Aurora, OH",Quito 569713993532600321,positive,0.7066,,0.0,Southwest,,bashomosko,,0,.@SouthwestAir Thx for the follow up. Just sent DM,,2015-02-22 20:22:55 -0800,"boulder, co",Pacific Time (US & Canada) 569713556935077888,negative,1.0,Customer Service Issue,0.6566,Southwest,,WillBursch,,0,@SouthwestAir now I don't get the common courtesy of my phone call answered. Either policy is bad or people should be fired. #dissaponted,,2015-02-22 20:21:11 -0800,"Aurora, OH",Quito 569710964712411136,positive,0.6549,,,Southwest,,SarahCalhoon,,0,@SouthwestAir TY for your consideration!,"[40.76352814, -111.89191896]",2015-02-22 20:10:53 -0800,Minneapolis,Central Time (US & Canada) 569709058636320768,negative,1.0,Lost Luggage,1.0,Southwest,,WillBursch,,0,@SouthwestAir apologies are whatever. Please just deliver the bags like you said you would. Feel like employees are lying to me.,,2015-02-22 20:03:18 -0800,"Aurora, OH",Quito 569708173831094272,negative,1.0,Customer Service Issue,1.0,Southwest,,WillBursch,,0,@SouthwestAir what robot is running this account. The same one that doesn't remember anything they ask. Same conversation over and over.,,2015-02-22 19:59:47 -0800,"Aurora, OH",Quito 569706320212787200,negative,0.6685,Lost Luggage,0.6685,Southwest,,Court0711,,0,"@SouthwestAir It was never really ""lost"" it was put on another flight WITH my knowledge we just weren't sure what flight but I have it - TY!",,2015-02-22 19:52:26 -0800,Kansas City,Central Time (US & Canada) 569704587315138560,positive,1.0,,,Southwest,,sahandmirza,,0,"@SouthwestAir crew of WN3946 SAN-SFO was brilliant! Rita was hilarious. I know I've been down on you before, but this was a great flight",,2015-02-22 19:45:32 -0800,"San Francisco, CA", 569704454376660992,negative,1.0,Can't Tell,0.6667,Southwest,,LukeWyckoff,,0,@SouthwestAir is not being responding to the @SpecialOlympics athletes. #notcool #Southwest,,2015-02-22 19:45:01 -0800,"Denver, CO",Mountain Time (US & Canada) 569703794453295104,negative,1.0,Customer Service Issue,0.6341,Southwest,,LukeWyckoff,,0,"@SouthwestAir A whole family, with a special Olympic athlete here, and you can't even call them? 617-653-3040",,2015-02-22 19:42:23 -0800,"Denver, CO",Mountain Time (US & Canada) 569703041957564416,negative,1.0,Lost Luggage,1.0,Southwest,,WillBursch,,0,@SouthwestAir would really like my baggage from yesterday. Employees at Akron giving me a tough time.,,2015-02-22 19:39:24 -0800,"Aurora, OH",Quito 569702019797286913,positive,1.0,,,Southwest,,mmcbride1007,,0,@SouthwestAir thanks! Very excited to see it :D,,2015-02-22 19:35:20 -0800,STL,Central Time (US & Canada) 569701794714128384,negative,1.0,Customer Service Issue,1.0,Southwest,,zarrylarou,,0,".@SouthwestAir glad you appreciate it, it’ll be the last dollar you ever get from me thanks to your wretched customer service",,2015-02-22 19:34:27 -0800,NY,Eastern Time (US & Canada) 569701285588541441,negative,1.0,Bad Flight,0.6762,Southwest,,JaimeMHopkins,,0,@SouthwestAir waited 34 mins for baggage MDW>MEM and the in-flight service was suspended so no drink 😕,,2015-02-22 19:32:25 -0800,Memphis, 569701004188508161,neutral,0.7028,,0.0,Southwest,,andrewhyde,,0,"@southwestair yeah, 7am flight tomorrow, going to add 60-90 min extra because of the roads / snow",,2015-02-22 19:31:18 -0800,Boulder,Central Time (US & Canada) 569700277244141568,positive,1.0,,,Southwest,,karlwooldridge,,0,@SouthwestAir Thanks for helping my mom after @allegiantair wouldn't let her get on her plane in Orlando! You're the best! #customerservice,,2015-02-22 19:28:25 -0800,"Forest City, IA",Central Time (US & Canada) 569698892528222208,negative,0.6566,Flight Booking Problems,0.6566,Southwest,,GabiLieberman,,0,@SouthwestAir me again! I was just trying to rebook fare on wanna get away pricing and it disappeared in time I refreshed. Is this normal?,,2015-02-22 19:22:55 -0800,Chicago by way of California,Central Time (US & Canada) 569698840149950464,neutral,1.0,,,Southwest,,HAPPYGOLFPUG,,0,@SouthwestAir I know that not everybody on flight can be 1st time flying. But in case it is people in front deplane 1st not from the back?!?,,2015-02-22 19:22:42 -0800,"Golftown, USA", 569698589653344256,neutral,1.0,,,Southwest,,avarietytea,,0,@SouthwestAir may I have my Companion pass please.,,2015-02-22 19:21:42 -0800,"Happy Valley, Oregon ", 569698044175757312,positive,1.0,,,Southwest,,CeeDeePee,,0,"@SouthwestAir kudos to the crew of flight 1050 to GRR for making a very special memory for a sweet young passenger, and her Momma. Well done",,2015-02-22 19:19:32 -0800,"Kansas City, Missouri", 569697662494121984,negative,0.3437,Flight Booking Problems,0.3437,Southwest,,ClinicPolly,,0,"@SouthwestAir thank you : 8UXZJ2 Paid for early bird and sat in back",,2015-02-22 19:18:01 -0800,, 569697456536965121,positive,1.0,,,Southwest,,timglomb,,0,@SouthwestAir All good... beers and #oscars2015 ar #DIA,"[0.0, 0.0]",2015-02-22 19:17:12 -0800,denver,Mountain Time (US & Canada) 569697236982104065,neutral,0.633,,,Southwest,,ginareidi,,0,"@SouthwestAir yes, please #companionpass",,2015-02-22 19:16:20 -0800,"New York, New York", 569695695868817410,negative,1.0,longlines,0.6723,Southwest,,joekidd21,,0,@SouthwestAir @fly2midway 45 minute wait for my bags. Just what I needed on a Sunday night.,"[41.79410567, -87.74243312]",2015-02-22 19:10:12 -0800,, 569694343776194560,positive,1.0,,,Southwest,,DavidTresch,,0,@SouthwestAir luv my companion pass!,,2015-02-22 19:04:50 -0800,"Brentwood, Tennesse, USA",Hawaii 569693012885770240,neutral,1.0,,,Southwest,,andrewhyde,,0,@southwestair Winter Weather for Denver extended for tomorrow by chance? Even to Late Flightr in the day would be super helpful.,,2015-02-22 18:59:33 -0800,Boulder,Central Time (US & Canada) 569692110619877376,negative,1.0,Late Flight,1.0,Southwest,,JoeStew82,,0,@SouthwestAir it's ok I was supposed to be in California 5hrs ago,,2015-02-22 18:55:58 -0800,Baltimore , 569691767953436674,negative,1.0,Customer Service Issue,1.0,Southwest,,GabiLieberman,,0,"@SouthwestAir I need to Cancelled Flight one leg of a flight, but can't seem to do this online. Been on hold on the phone for 10 minutes. Any help?",,2015-02-22 18:54:36 -0800,Chicago by way of California,Central Time (US & Canada) 569691144897953793,negative,1.0,Cancelled Flight,1.0,Southwest,,rwitte42,,0,@SouthwestAir A-list preferred. DEN-DAL flight Cancelled Flightled 30 min prior to boarding. Best option was Tue afternoon. Seriously?!? Epic fail.,,2015-02-22 18:52:07 -0800,Colorado,Mountain Time (US & Canada) 569690786180132865,neutral,0.3469,,0.0,Southwest,,mchlsprr77,,0,@SouthwestAir Free TV watching Daytona 500! #Boss http://t.co/SbGBN7oUXy,,2015-02-22 18:50:42 -0800,west allis, 569689297084919808,negative,0.7040000000000001,Lost Luggage,0.3627,Southwest,,JoeCal94,,0,"@SouthwestAir I understand. But it's consistent, and been consistent for years. It's known around the country.",,2015-02-22 18:44:47 -0800,Chicago,Central Time (US & Canada) 569689184958595072,positive,1.0,,,Southwest,,UnstoppableMika,,0,@SouthwestAir thank you!!,,2015-02-22 18:44:20 -0800,Pennsylvania,Atlantic Time (Canada) 569688749208178688,negative,0.6452,Lost Luggage,0.6452,Southwest,,ciaobellaxoxo89,,0,@SouthwestAir been dealing with multiple offices for the last 3 days. Youve completely lost me as a customer unless my bag is back to me.,,2015-02-22 18:42:36 -0800,, 569688256247427072,negative,1.0,Lost Luggage,1.0,Southwest,,scoobydoo9749,,0,@SouthwestAir i got the call from RDU that my baggage is there except that doesn't help me bc i can't get it until I'm flying back home.,,2015-02-22 18:40:39 -0800,"Tallahassee, FL",America/Chicago 569687888771706880,neutral,1.0,,,Southwest,,dandd53,,0,@SouthwestAir how do I get a companion pass,,2015-02-22 18:39:11 -0800,,Quito 569687540644642817,neutral,0.6549,,0.0,Southwest,,ReneeLomas,,0,@SouthwestAir especially if it's your mom! #IChangedYourDiaper,,2015-02-22 18:37:48 -0800,Between FL & MN, 569686814136467456,neutral,1.0,,,Southwest,,drewgotts3,,0,@SouthwestAir @MegElizabeth631 how you like the #redcarpet treatment,,2015-02-22 18:34:55 -0800,, 569685957437362176,negative,1.0,Customer Service Issue,0.6562,Southwest,,bmeshoulam,,0,"@SouthwestAir For example, can't pay 4 hotel & food? Or transport to alternate city we are flying from? Or give clear record of alt flight?",,2015-02-22 18:31:31 -0800,"Cambridge, MA",Atlantic Time (Canada) 569685746723848193,neutral,1.0,,,Southwest,,marlabainbridg1,,0,@SouthwestAir I'm flying out of CUN tomorrow To DEN - can I change my flight due to the travel advisory??,,2015-02-22 18:30:40 -0800,, 569685259412836354,negative,1.0,Customer Service Issue,0.6362,Southwest,,bmeshoulam,,0,@SouthwestAir Tough I can take. Zero meaningful assistance while stranded for 2 days is another matter. Looking for signs you care abt cust.,,2015-02-22 18:28:44 -0800,"Cambridge, MA",Atlantic Time (Canada) 569684982366666752,negative,1.0,Can't Tell,0.6358,Southwest,,RubberDomme,,0,@SouthwestAir Don't apologize. Do something about it. Words mean nothing. Actions work. EOM.,,2015-02-22 18:27:38 -0800,North New Jersey,Atlantic Time (Canada) 569684626949718017,negative,1.0,Damaged Luggage,1.0,Southwest,,fancyfrancois,,0,@SouthwestAir after an hour and a half then it came back damaged. Not happy 😣,,2015-02-22 18:26:13 -0800,"New York, NY, DC & Maryland",Quito 569684137755459584,neutral,1.0,,,Southwest,,SharkNamedBruce,,0,@SouthwestAir how long does it take for my Rapid Rewards points to be credited to my account?,,2015-02-22 18:24:17 -0800,New England, 569683780593545218,negative,1.0,Customer Service Issue,1.0,Southwest,,MsNamri,,0,@SouthwestAir why does the customer service have rather inconsistent information,,2015-02-22 18:22:52 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 569683748901367808,positive,0.7158,,,Southwest,,WalkerAdams1,,0,@SouthwestAir we're pulling off the runway now! Making new friends with seat mates. Thanks for the response CB.,,2015-02-22 18:22:44 -0800,Kansas City, 569683741779599361,negative,1.0,Customer Service Issue,1.0,Southwest,,horacioguapo,,0,@SouthwestAir but to make us tru to find space in other flights. This customer service is as bad as @SpiritAirlines.,,2015-02-22 18:22:42 -0800,, 569683334311366656,negative,1.0,Late Flight,0.6392,Southwest,,ShortyGorham,,0,@SouthwestAir no delay. I pay $777.70 for BS A1 ticket. You boarded flight early. I'm last to board. Now have middle seat. Wasted $$$$!,,2015-02-22 18:21:05 -0800,South Texas, 569683240828723201,negative,1.0,Cancelled Flight,0.6823,Southwest,,horacioguapo,,0,"@SouthwestAir first you had a good idea thatthis would happen and did not Cancelled Flight it earlier, then very amateurish that there was no plan.",,2015-02-22 18:20:43 -0800,, 569682747712770048,negative,1.0,Cancelled Flight,1.0,Southwest,,horacioguapo,,0,@SouthwestAir very disappointed in your handling of tonight's Cancelled Flighted Dallas flight. Not that it was Cancelled Flighted but no contingencies.,,2015-02-22 18:18:45 -0800,, 569682422981218304,positive,1.0,,,Southwest,,WalkerAdams1,,0,@SouthwestAir it's ok! Southwest is still the best airline around! Just hate when baggage room runs out.. My now checked bag has headphones!,,2015-02-22 18:17:28 -0800,Kansas City, 569682325778231297,negative,0.6555,Customer Service Issue,0.3429,Southwest,,AdCarp87,,0,@SouthwestAir please start flying to Huntsville so I never have to fly American Airlines again,,2015-02-22 18:17:05 -0800,"Chicago, IL", 569681392369590272,neutral,1.0,,,Southwest,,DontenPhoto,,0,@SouthwestAir Flight 3267 (N659SW) arrives at @FlyTPA following flight from @MitchellAirport http://t.co/LJ2YdKoR8q,,2015-02-22 18:13:22 -0800,"Englewood, Florida",Eastern Time (US & Canada) 569681184898162689,negative,1.0,Can't Tell,0.6742,Southwest,,DobarNik,,0,"@SouthwestAir no you are not, you just care about mighty dollar.",,2015-02-22 18:12:33 -0800,, 569679850773958657,neutral,0.6056,,0.0,Southwest,,MsNamri,,0,@SouthwestAir I have a child traveling cross country...she's 11 will be turning 12 in march...and (cont) http://t.co/Enh1keUUTd,,2015-02-22 18:07:15 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 569678813602418688,neutral,1.0,,,Southwest,,redphroggy,,0,@SouthwestAir how do you get one?,,2015-02-22 18:03:07 -0800,, 569678562136956928,neutral,0.7132,,,Southwest,,momship510,,0,@SouthwestAir retiring with my hubby and it's our 25th wedding anniversary this year! Companion pass please!!,,2015-02-22 18:02:07 -0800,Bristol CT , 569676404893163520,positive,0.6536,,,Southwest,,happygirlvicki,,0,"@SouthwestAir beautiful view flying into San Jose, CA this evening http://t.co/SxVaGbRTlI",,2015-02-22 17:53:33 -0800,"Omaha, Nebraska",Central Time (US & Canada) 569676204728389632,positive,1.0,,,Southwest,,KortneyTambara,,0,@SouthwestAir Thank you SWA and Shannon G. @LASairport (C22) for being a miracle worker! #awesome,,2015-02-22 17:52:45 -0800,, 569675861160386560,negative,1.0,Cancelled Flight,1.0,Southwest,,wdmichael3,,0,"But expect no help from ->@SouthwestAir <-. Our flt was canx at the last minute for ""weather."" We flew home on weatherless @united.",,2015-02-22 17:51:24 -0800,,Central Time (US & Canada) 569675668524441600,neutral,1.0,,,Southwest,,BradMcMorris,,0,@SouthwestAir want go from New Orleans houston see my dad at md anderson can you help me out,,2015-02-22 17:50:38 -0800,"Colyell, Louisiana",Central Time (US & Canada) 569675004482351104,positive,0.6667,,,Southwest,,rzif,,0,@SouthwestAir yes please,,2015-02-22 17:47:59 -0800,,Central Time (US & Canada) 569674930842775552,positive,1.0,,,Southwest,,briandotcom,,0,@SouthwestAir I changed my flight through St. Louis. Thanks for the reply though!,,2015-02-22 17:47:42 -0800,UTSA '13,Central Time (US & Canada) 569674873787658240,neutral,0.6732,,,Southwest,,Zbm327,,0,@SouthwestAir flying by myself is getting old,,2015-02-22 17:47:28 -0800,, 569673473607344128,negative,1.0,Customer Service Issue,1.0,Southwest,,KatieRAir,,0,@SouthwestAir really shouldn't offer sweeps if your link isn't going to work! B http://t.co/nOfG0TQHYN,,2015-02-22 17:41:54 -0800,South,Eastern Time (US & Canada) 569672501753724928,positive,1.0,,,Southwest,,r7lutt,,0,@SouthwestAir Have had a companion pass for a few years and my wife and I use it all the time. Thanks #southwest for making travel easy!,,2015-02-22 17:38:03 -0800,"Arkansas, USA",Central Time (US & Canada) 569672095753502720,negative,1.0,Customer Service Issue,0.6742,Southwest,,ckramer,,0,"@SouthwestAir Why can we no longer change trips with a companion online? Been doing it for years, now get message can't be done online?",,2015-02-22 17:36:26 -0800,"Orlando, Florida",Eastern Time (US & Canada) 569672091550658560,negative,1.0,Bad Flight,0.66,Southwest,,subzero4534,,0,@SouthwestAir WIFI is so slow it totally precludes working on the web. Will NOT book SWA for business travel. Wish I hadn't lit $24 on fire,,2015-02-22 17:36:25 -0800,Brooklyn NY,Central Time (US & Canada) 569672055471210496,neutral,1.0,,,Southwest,,cjgriede454,,0,@SouthwestAir yes please.my son lives in NJ.,,2015-02-22 17:36:16 -0800,, 569671908251213824,neutral,0.6314,,,Southwest,,sammijoos,,0,@SouthwestAir companion pass please!,,2015-02-22 17:35:41 -0800,"Ferndale, MI", 569671596744380416,positive,1.0,,,Southwest,,MNTmoney91,,0,@SouthwestAir constantly providing wonderful views and service! #SouthwestLuv http://t.co/9UNxqOTzIK,,2015-02-22 17:34:27 -0800,MINNESOTA,Eastern Time (US & Canada) 569671454419079169,negative,1.0,Damaged Luggage,1.0,Southwest,,CarolynPerilli,,0,"@SouthwestAir everyone deserves red carpet tx until they destroy your luggage &only give you $75 voucher, like I want to fly w/them again!",,2015-02-22 17:33:53 -0800,, 569671200978436096,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,heyashleyglad,,0,@SouthwestAir staff was overall awful through multiple airports would have switched airlines if another flight was available,,2015-02-22 17:32:52 -0800,,Central Time (US & Canada) 569670962825846785,positive,1.0,,,Southwest,,_AmandaBrittney,,0,@SouthwestAir lol I already am ! I am a card member as well too lol i enjoy flying with you Guys,,2015-02-22 17:31:56 -0800,Virginia.,Central Time (US & Canada) 569670904852172800,positive,0.6626,,,Southwest,,TNVOLINFL,,0,@SouthwestAir. 50th Anniversary on April 10th. Still. Sweethearts. Companions. Lifetime. Sons. Families. Love.,,2015-02-22 17:31:42 -0800,, 569670671695011840,neutral,0.6801,,0.0,Southwest,,cjkoluch,,0,".@SouthwestAir Well, we all need something to aim for.",,2015-02-22 17:30:46 -0800,"Baltimore, MD",Eastern Time (US & Canada) 569670402223562752,positive,1.0,,,Southwest,,tranwitte,,0,@SouthwestAir YES please....How do we get that companion pass?,,2015-02-22 17:29:42 -0800,, 569670081946333184,negative,1.0,Bad Flight,0.6822,Southwest,,defscott627,,0,@southwestair on flight 3130 and I paid $8 for wifi that can't load a website functionally except for your own live streaming. Unacceptable.,,2015-02-22 17:28:26 -0800,,Quito 569669872050765824,neutral,1.0,,,Southwest,,Chartchai1983,,0,@SouthwestAir gimme,,2015-02-22 17:27:36 -0800,seattle,Pacific Time (US & Canada) 569669629951549440,neutral,0.6364,,0.0,Southwest,,bdominguez7,,0,@SouthwestAir flights still going to DAL?,,2015-02-22 17:26:38 -0800,"Belton, Tx",Central Time (US & Canada) 569668913916567552,negative,1.0,Can't Tell,1.0,Southwest,,RameyZafar,,0,@SouthwestAir You've inspired me to start my own airline to combat your weak ass airline. sick of this shit,,2015-02-22 17:23:47 -0800,,Pacific Time (US & Canada) 569668883147137024,neutral,0.7008,,0.0,Southwest,,lot223,,0,@SouthwestAir is service to Aruba being permanently discontinued in August?,,2015-02-22 17:23:40 -0800,,Central Time (US & Canada) 569668853849919488,positive,0.6349,,,Southwest,,hirammrom,,0,@SouthwestAir yes please!,,2015-02-22 17:23:33 -0800,,Central Time (US & Canada) 569668792265019392,positive,1.0,,,Southwest,,sheiladunagan,,0,@SouthwestAir I miss mine terribly. A +1 for my 30th anniversary would be amazing. It would mean LUV is in the air. #dontmakemebeg,,2015-02-22 17:23:18 -0800,Austin ,Central Time (US & Canada) 569668677731274752,positive,0.6559,,,Southwest,,MrDockery_,,0,@SouthwestAir I (heart) my CP status. Sure would be nice to have though.,,2015-02-22 17:22:51 -0800,,Central Time (US & Canada) 569668606142783488,positive,0.667,,,Southwest,,csusanto,,0,@SouthwestAir #RedCarpet Southwest Companion Pass would be great!,,2015-02-22 17:22:34 -0800,SF Bay Area,Pacific Time (US & Canada) 569668198389436416,neutral,1.0,,,Southwest,,_AmandaBrittney,,0,@SouthwestAir I would love a great deal from bwi to las Memorial Day weekend aka my bday weekend 😬,,2015-02-22 17:20:57 -0800,Virginia.,Central Time (US & Canada) 569668015047839744,positive,0.6779999999999999,,,Southwest,,nblaschke,,0,@SouthwestAir I want one!,,2015-02-22 17:20:13 -0800,"Woodsboro, TX",Central Time (US & Canada) 569667923326971904,negative,0.6629999999999999,Cancelled Flight,0.6629999999999999,Southwest,,JCRU28,,0,@SouthwestAir everyones flights who were Cancelled Flightled today DESERVE 1,,2015-02-22 17:19:51 -0800,USA,Eastern Time (US & Canada) 569667805643034624,positive,0.6459999999999999,,0.0,Southwest,,jpiercyttu,,0,“@SouthwestAir: Companion Pass. Because everyone deserves #RedCarpet treatment and a +1 (even if it's your mom). http://t.co/QjKL4aBprG”,"[33.51750182, -101.90914558]",2015-02-22 17:19:23 -0800,, 569667787829809152,positive,0.6709,,,Southwest,,mmuller1,,0,@SouthwestAir sign me up!,,2015-02-22 17:19:19 -0800,, 569667638651170816,neutral,1.0,,,Southwest,,OneToughShark,,0,@SouthwestAir I would love a +1 #RedCarpet treatment,,2015-02-22 17:18:43 -0800,, 569667602148151296,neutral,1.0,,,Southwest,,UnstoppableMika,,0,@SouthwestAir how do I get my companion pass?,,2015-02-22 17:18:34 -0800,Pennsylvania,Atlantic Time (Canada) 569667401769459712,neutral,1.0,,,Southwest,,lauraannB85,,0,@SouthwestAir Tell me the secrets to flying high #RedCarpet,,2015-02-22 17:17:47 -0800,North Carolina,Eastern Time (US & Canada) 569667324879511552,positive,0.6596,,,Southwest,,CommDocPA,,0,@SouthwestAir That would be brighter than all the stars combined on the red carpet tonight!,,2015-02-22 17:17:28 -0800,,Eastern Time (US & Canada) 569667313609404416,negative,0.6659999999999999,Can't Tell,0.6659999999999999,Southwest,,MrDockery_,,0,@SouthwestAir How about auto check in for CP holders? Come on.,,2015-02-22 17:17:26 -0800,,Central Time (US & Canada) 569667246026416130,positive,1.0,,,Southwest,,dgackey,,0,@SouthwestAir got mine! Just in time for the wife and my 15th anniversary!,,2015-02-22 17:17:10 -0800,"Austin, TX",Central Time (US & Canada) 569667238808068098,positive,1.0,,,Southwest,,MarkMais,,0,@SouthwestAir I love my Companion Pass (qualified 4th year). #HollyMais,,2015-02-22 17:17:08 -0800,"Denver, Colorado",Mountain Time (US & Canada) 569667173544812546,neutral,0.6548,,0.0,Southwest,,thaisayz,,0,@SouthwestAir where is mines?,,2015-02-22 17:16:52 -0800,USA ,Central Time (US & Canada) 569667075280498688,positive,1.0,,,Southwest,,cvandivere,,0,@SouthwestAir I continue to be amazed by the amazing customer service. Thank you SWA!,"[29.65283375, -95.275749]",2015-02-22 17:16:29 -0800,, 569667019693359104,neutral,1.0,,,Southwest,,lauravelasquez,,3,@SouthwestAir ...and how does one obtain this companion pass?,,2015-02-22 17:16:16 -0800,"Denver, CO",Eastern Time (US & Canada) 569666778030346240,positive,0.6535,,,Southwest,,ScottSusman,,0,"@SouthwestAir Yes, please.",,2015-02-22 17:15:18 -0800,,Central Time (US & Canada) 569666708278878208,neutral,1.0,,,Southwest,,FSXPlayer99,,0,@SouthwestAir https://t.co/OQUKSo3s2O subscribe please https://t.co/OQUKSo3s2O,,2015-02-22 17:15:01 -0800,México ,Eastern Time (US & Canada) 569666606424420352,positive,1.0,,,Southwest,,Jeffb2,,0,@SouthwestAir sign me up!,,2015-02-22 17:14:37 -0800,, 569666513352806400,positive,0.6633,,,Southwest,,lot223,,0,@SouthwestAir just got mine..now where to go??,,2015-02-22 17:14:15 -0800,,Central Time (US & Canada) 569666470482804737,negative,1.0,Can't Tell,1.0,Southwest,,k_wasie,,0,@SouthwestAir wifi is the worst $8 investment I have ever made.,,2015-02-22 17:14:05 -0800,The happiest place on Earth!,Eastern Time (US & Canada) 569665019899572226,neutral,1.0,,,Southwest,,T_Smooth87,,0,@SouthwestAir Can I get any help with Cancelled Flighting my flight reservation?,,2015-02-22 17:08:19 -0800,Fayette County/Oakland #901,Central Time (US & Canada) 569660864653099009,negative,1.0,Cancelled Flight,1.0,Southwest,,rebaabq,,0,@SouthwestAir sitting in Newark because flight 4179 was Cancelled Flightled for no apparent reason. All I was told was sorry after 2.5 hrs waiting,,2015-02-22 16:51:48 -0800,, 569660698231308290,neutral,0.6926,,0.0,Southwest,,arteriesrus,,0,@SouthwestAir I have followed you. Awaiting your DM.,"[40.91509493, -81.4367726]",2015-02-22 16:51:08 -0800,Salt Lake City,Mountain Time (US & Canada) 569658322732756992,neutral,0.7067,,0.0,Southwest,,Ashishwadhwa9,,0,"@SouthwestAir -U dont have Atlanta to San fransisco in 99$ in the present sale, like u had in the last sale?Im looking for 2 return tickets",,2015-02-22 16:41:42 -0800,, 569657389722550272,negative,1.0,Lost Luggage,1.0,Southwest,,jparkermastin,,0,@SouthwestAir couldn't be bothered to help with my lost my luggage. Not a single helpful employee owner to be found in BWI.,,2015-02-22 16:38:00 -0800,, 569655614432915456,negative,1.0,Late Flight,1.0,Southwest,,attra_versiamo,,0,@SouthwestAir Seriously? FOUR DELAYS? Only takes 42 minutes to get to Vegas from @flyLAXairport & I have a connecting flight. #ridiculous,,2015-02-22 16:30:56 -0800,, 569652584761462784,negative,1.0,Lost Luggage,0.6448,Southwest,,ciaobellaxoxo89,,0,"@SouthwestAir should get their shit together before they owe my $2,000 for my bag.",,2015-02-22 16:18:54 -0800,, 569651470615887872,negative,1.0,Customer Service Issue,1.0,Southwest,,Techno_Quaya,,0,@SouthwestAir I requested my boarding pass to be texted to me but I still haven't received it.,,2015-02-22 16:14:28 -0800,college,Eastern Time (US & Canada) 569650294746820609,negative,1.0,Late Flight,1.0,Southwest,,mikeslagle,,0,@SouthwestAir I gave you one more try. Figured you could get a 1 hr flight right. Nope. Delayed an hr. Seems to be every time.,"[32.73284288, -117.19634507]",2015-02-22 16:09:48 -0800,,Pacific Time (US & Canada) 569649779090833408,negative,1.0,Can't Tell,0.6714,Southwest,,CheyHoProblems,,0,@SouthwestAir I'm gonna ignore the fasten seatbelt sign and I want to see if ur man enough to do anything about it!!!,,2015-02-22 16:07:45 -0800,,Mountain Time (US & Canada) 569649617802891264,negative,1.0,Can't Tell,0.6846,Southwest,,jameswbetts,,0,@SouthwestAir I'm a huge fan and give y'all too much business...so please fix the damn wifi!,,2015-02-22 16:07:07 -0800,Sunny Florida,Eastern Time (US & Canada) 569649277888106496,neutral,0.6809,,0.0,Southwest,,courtney_curley,,0,@SouthwestAir got it. Next time I will know about paying extra to make the A Line.,,2015-02-22 16:05:46 -0800,, 569648240150204416,negative,1.0,Customer Service Issue,1.0,Southwest,,arteriesrus,,0,"@SouthwestAir we understand air delays which are out of your control, terrible telephone support, apps and online access that do not work??","[40.91497406, -81.43686526]",2015-02-22 16:01:38 -0800,Salt Lake City,Mountain Time (US & Canada) 569646857632096256,neutral,0.6592,,,Southwest,,ae4mcae,,0,@SouthwestAir Flying South by Southwest from SJC to SNA tiday http://t.co/KJKuVJ6CMo,,2015-02-22 15:56:09 -0800,"Fremont, CA",Pacific Time (US & Canada) 569644697309872128,positive,0.6406,,0.0,Southwest,,seve12345,,0,@SouthwestAir thanks connection thru Nashville have A1 boarding pass get to Dallas gate boarding 40 min before flt get end of B group,,2015-02-22 15:47:33 -0800,,Quito 569644492040613888,positive,0.6807,,0.0,Southwest,,cyndibrown327,,0,@SouthwestAir Weather keeps slowing us down. Not your fault. This is the 1st time a Southwest flight of mine was Late Flight so I can't complain :),,2015-02-22 15:46:45 -0800,,Eastern Time (US & Canada) 569644456376340480,positive,0.6748,,,Southwest,,AuGres_MI,,0,@SouthwestAir Thanks.,"[42.58417604, -83.1064707]",2015-02-22 15:46:36 -0800,Back in the Mitten, 569644414395486209,neutral,1.0,,,Southwest,,TaylorLumsden,,0,@SouthwestAir still planing on flights into Dal? We are trying to fly in tomorrow from lax,,2015-02-22 15:46:26 -0800,"Dallas, Texas",Mountain Time (US & Canada) 569644350906310657,negative,1.0,Late Flight,0.6663,Southwest,,masonsontwiter2,,0,@SouthwestAir now I can't board thanks. You guys moved me to standby. I've been holding this boarding pass since 7pm yesterday,,2015-02-22 15:46:11 -0800,,Alaska 569644310045417472,positive,1.0,,,Southwest,,SamuelLSchultz,,0,@SouthwestAir has a beautiful fleet. What a perfect evening to fly! http://t.co/XMZ3Tf9Ix8,,2015-02-22 15:46:01 -0800,"Houston, TX",Central Time (US & Canada) 569644213224148993,positive,1.0,,,Southwest,,hustler4life_,,0,@SouthwestAir Leave BUR ten minutes Late Flight and arrive in SJC a minute before we were supposed to... Impressed! #gettingbetter 👍,,2015-02-22 15:45:38 -0800,,Pacific Time (US & Canada) 569640446999203842,neutral,0.6596,,0.0,Southwest,,marvokino,,0,@SouthwestAir My GF lost the promise ring I gave her on flight 2707 2/21/2015 SFO>SNA. It's an infinity silver band ring. Please help!,,2015-02-22 15:30:40 -0800,,Central Time (US & Canada) 569639587842281473,negative,1.0,Late Flight,1.0,Southwest,,ColinHuntleyLA,,0,@SouthwestAir Two delayed flights in a row. Neither one of them explained,,2015-02-22 15:27:15 -0800,ATX/LA,Pacific Time (US & Canada) 569638751598563328,negative,1.0,Late Flight,1.0,Southwest,,masonsontwiter2,,0,@SouthwestAir been sleeping on the floor like I'm homeless and now delayed flights because the equipment isn't working! I have a job to get2,,2015-02-22 15:23:56 -0800,,Alaska 569638417505497088,negative,1.0,Customer Service Issue,0.6561,Southwest,,masonsontwiter2,,0,@SouthwestAir you guys should stop doing service in Denver it's horrible I get stuck here every time! I've been here almost 24hrs,,2015-02-22 15:22:36 -0800,,Alaska 569638063825154049,positive,1.0,,,Southwest,,cyndibrown327,,0,@SouthwestAir Thanks. 436. Only a minor delay so not a big deal. :)Appreciate the concern though. Boarding now. You do have amazing service!,,2015-02-22 15:21:12 -0800,,Eastern Time (US & Canada) 569635513138860032,neutral,1.0,,,Southwest,,AuGres_MI,,0,"@SouthwestAir Traveling with a 13 year old Thursday. He does not need an ID, correct?","[42.58399752, -83.10630667]",2015-02-22 15:11:04 -0800,Back in the Mitten, 569635428237778944,neutral,0.7012,,0.0,Southwest,,LetCourtRun,,0,@SouthwestAir How's Dallas incoming looking? I'm scheduled to fly in at 10:30 and wondering if I'll be stuck in St. Louis instead.,"[39.87875827, -75.23722854]",2015-02-22 15:10:44 -0800,,Central Time (US & Canada) 569630183747153920,negative,1.0,Cancelled Flight,0.6639,Southwest,,soylentgs,,0,@SouthwestAir Had a very unpleasant experience over the phone with one of your agents re: a Cancelled Flightled flight. I have the name & agent ID.,,2015-02-22 14:49:53 -0800,Missouri,Central Time (US & Canada) 569628970267705344,negative,1.0,Bad Flight,0.6804,Southwest,,KissesofGodiva,,0,@SouthwestAir your wifi is angering me with its slowness,,2015-02-22 14:45:04 -0800,#BrownsNation , 569627946459275264,positive,0.6890000000000001,,,Southwest,,Ekanewilliams,,0,@SouthwestAir thank you!,,2015-02-22 14:41:00 -0800,"Washington, DC", 569626389944659970,negative,1.0,Late Flight,0.6675,Southwest,,cvalenzuelaSD,,0,@SouthwestAir we've been at the gate a long time. We're gonna miss our connection at MDW. Ack! http://t.co/qRXvZFrD1Z,,2015-02-22 14:34:49 -0800,,Pacific Time (US & Canada) 569626122578726913,positive,1.0,,,Southwest,,stephwalker78,,0,"@SouthwestAir I tweeted several times last week about flight info during storm, always a timely tweet back. Thx! 😄",,2015-02-22 14:33:45 -0800,Southern Virginia!!!!!!, 569624788244828160,negative,1.0,Late Flight,1.0,Southwest,,thowelliv,,0,"@SouthwestAir Sort of, but I'm arriving a day Late Flight and have to incur overnight costs in a connecting city. Not cool at all...",,2015-02-22 14:28:27 -0800,Baltimore,Central Time (US & Canada) 569622053214507008,negative,1.0,Can't Tell,0.6912,Southwest,,RnCahill,,0,"@SouthwestAir promised 4 rooms until Wednesday, (wentook3) and the hotel charged us $79 per room because we had a pink paper needed white?",,2015-02-22 14:17:35 -0800,, 569620438734807042,negative,0.6575,Customer Service Issue,0.3375,Southwest,,kirsten_lana,,0,@SouthwestAir just sent it,,2015-02-22 14:11:10 -0800,"Boston, MA",Eastern Time (US & Canada) 569619751124795392,negative,1.0,Can't Tell,1.0,Southwest,,heyashleyglad,,0,@SouthwestAir if you have a rules you should probably apply them all the times not just sometimes. #shouldhaveflownjetblue,,2015-02-22 14:08:26 -0800,,Central Time (US & Canada) 569619309401546752,neutral,1.0,,,Southwest,,katiefranci,,0,@SouthwestAir your hold music sounds like it's from Super Mario Bros for gameboy color,,2015-02-22 14:06:41 -0800,,Central Time (US & Canada) 569617202984255490,positive,1.0,,,Southwest,,emilymoffitt86,,0,@SouthwestAir props to your LAS employees working C11 gate. Because of them I am not opposed to flying through or to LAS in the future! 👏👏👏,,2015-02-22 13:58:18 -0800,.kansas city., 569615736387325952,negative,1.0,Bad Flight,0.3487,Southwest,,Ekanewilliams,,0,@SouthwestAir baggage delivery at BWI very delayed and unnecessarily chaotic. Disappointing after a long trip! From a frequent traveler,,2015-02-22 13:52:29 -0800,"Washington, DC", 569615206625599488,negative,0.6889,Cancelled Flight,0.6889,Southwest,,Doanthatsme,,0,@SouthwestAir most other carriers were flying out way past SW Cancelled Flightlation. @AlaskaAir and @JetBlue got their passengers out much Late Flightr!!!!!,,2015-02-22 13:50:22 -0800,no where,Pacific Time (US & Canada) 569614436660432896,negative,1.0,Bad Flight,0.6291,Southwest,,Doanthatsme,,0,"@SouthwestAir extremely frustrating travel experience in Denver! Instead of landing in SEA on Saturday, now it's Monday afternoon!",,2015-02-22 13:47:19 -0800,no where,Pacific Time (US & Canada) 569613284455948289,negative,1.0,Customer Service Issue,1.0,Southwest,,kesslerj24,,0,@SouthwestAir I will be calling someone on Monday in customer relations. Very disappointed in how I was treated by customer service!,,2015-02-22 13:42:44 -0800,, 569613113718218752,negative,1.0,Can't Tell,0.6447,Southwest,,NatassaCahill,,0,"@SouthwestAir your ""complimentary"" hotel vouchers are BS! $79 a night for the crappiest hotel ever! I wouldn't wish this on my worst enemy!",,2015-02-22 13:42:03 -0800,, 569612549458522113,negative,1.0,Can't Tell,1.0,Southwest,,Dablamo,,0,"@SouthwestAir worst air line ever, you have no compassion of the handicapped",,2015-02-22 13:39:49 -0800,, 569612143873490944,neutral,0.6618,,0.0,Southwest,,jkhantivong29,,0,@SouthwestAir when are the two free flights promo coming back?! Looking into the premiere card but might hold off or go with another option!,,2015-02-22 13:38:12 -0800,Denver, 569611549960044544,negative,1.0,Cancelled Flight,1.0,Southwest,,NatassaCahill,,0,@SouthwestAir you are a bunch of liars! Cancelled Flightled our flight and rebooked us four days Late Flightr!,,2015-02-22 13:35:51 -0800,, 569610806196768768,neutral,1.0,,,Southwest,,G1GARRISON,,0,@SouthwestAir done,,2015-02-22 13:32:53 -0800,, 569607647051317249,neutral,0.3498,,0.0,Southwest,,kimwatsontanner,,0,@SouthwestAir currently rebooked thru Dallas but I hear they are expecting an ice storm (sigh) #strandedNYC,,2015-02-22 13:20:20 -0800,"Loomis, CA (Near SacTown)",Pacific Time (US & Canada) 569607114462793730,neutral,0.6772,,,Southwest,,SBaskinEvents,,1,@SouthwestAir check out our 1st grader's school science fair project. She loves flying on Southwest Airlines. http://t.co/BaYePZkMiz,,2015-02-22 13:18:13 -0800,"Hanover, Maryland", 569606089316167680,positive,1.0,,,Southwest,,NmJean05,,0,@SouthwestAir ohk. Thank You!!! B/C of the inexpensive airfares that Southwest has I can now travel around.,,2015-02-22 13:14:09 -0800,"Newark, NJ",Eastern Time (US & Canada) 569604665240895488,negative,1.0,Damaged Luggage,1.0,Southwest,,TheAndyHolland,,0,@SouthwestAir my golf bag was broken on the flight I just took. What's the process for damage reimbursement?,,2015-02-22 13:08:29 -0800,Washington DC,Eastern Time (US & Canada) 569604198033170432,negative,1.0,Flight Booking Problems,0.3542,Southwest,,dflindzy_david,,0,@SouthwestAir ridiculous how you want to charge me $209 to change flights even with multiple seats available on the flight I needed,,2015-02-22 13:06:38 -0800,, 569604066239762432,positive,0.6604,,,Southwest,,HybridMovementC,,0,@SouthwestAir Mad love http://t.co/4ojrSDWPkK NYC-,,2015-02-22 13:06:06 -0800,"everywhere, all the time.", 569603326947364864,negative,1.0,Cancelled Flight,1.0,Southwest,,megmclaughlin,,0,@SouthwestAir - thanks for Cancelled Flighting our flight to BOS. We're stranded in DEN til Wed night. The 7 of us will never fly #southwest again,,2015-02-22 13:03:10 -0800,,Eastern Time (US & Canada) 569602278988120064,negative,1.0,Customer Service Issue,0.6701,Southwest,,mrpearson3rd,,0,@SouthwestAir I was trying to find airfare for my family. Your prices are ridiculous! Almost $1000 more than @USAirways. #notmadeofmoney,,2015-02-22 12:59:00 -0800,, 569601658491002880,positive,1.0,,,Southwest,,lkreed66,,0,@SouthwestAir My Fav!!!!,,2015-02-22 12:56:32 -0800,, 569598614235942912,negative,1.0,Late Flight,1.0,Southwest,,BattleB_studios,,0,@SouthwestAir our flight is delayed till tomorrow curse the weather,,2015-02-22 12:44:26 -0800,, 569598588378087426,negative,0.67,Flight Attendant Complaints,0.34,Southwest,,JessicaTickle,,0,@SouthwestAir now I'm so lucky for my forced good deed I get to be smashed between 2 huge ppl in the exit row. Thank God I'm tiny. 😂💁,,2015-02-22 12:44:20 -0800,CA & MI ,Alaska 569598511483789312,neutral,0.6385,,0.0,Southwest,,MStudioFBA,,0,@SouthwestAir Wish you allowed http://t.co/0pDNtGBXC6 to access you site for awards tracking.,,2015-02-22 12:44:02 -0800,USA,Mountain Time (US & Canada) 569596778426855426,positive,0.6852,,0.0,Southwest,,leahrotella,,0,@SouthwestAir - just got it back about 20 mins ago. Went about 18 hrs w/o it but I appreciate the support. $50 voucher + $50 for essentials.,,2015-02-22 12:37:09 -0800,"Albany, New York",Eastern Time (US & Canada) 569596469105299456,neutral,0.6397,,,Southwest,,hlirvine,,0,@SouthwestAir @TheAcademy party in #hotlanta http://t.co/x5ZQssJtRB,,2015-02-22 12:35:55 -0800,Brooklyn,Eastern Time (US & Canada) 569591945816772608,negative,1.0,Bad Flight,0.3443,Southwest,,tikidaisy,,0,"@SouthwestAir BTW I was completely unable to buy wifi for my flight using Galaxy S4. Couldn't zoom out or scroll to touch ""Buy""","[30.27027027, -97.74064527]",2015-02-22 12:17:57 -0800,"Washington, DC",America/New_York 569590208095768576,neutral,0.6598,,,Southwest,,JessicaTickle,,0,@SouthwestAir is having a party in the atl terminal. #letitgo http://t.co/qxTeqZm3yz,,2015-02-22 12:11:02 -0800,CA & MI ,Alaska 569589955837628416,neutral,1.0,,,Southwest,,MysticlyClear,,0,@SouthwestAir I heard a rumor flight 898 was Cancelled Flightled. Is this true?,,2015-02-22 12:10:02 -0800,Texas,Mountain Time (US & Canada) 569589454194790400,positive,0.6536,,,Southwest,,hlirvine,,0,@SouthwestAir is hosting an @TheAcademy party in the terminal in Atlanta. #peanutsonaplatter,,2015-02-22 12:08:02 -0800,Brooklyn,Eastern Time (US & Canada) 569589379385008129,positive,1.0,,,Southwest,,TheDarrenHickey,,0,@SouthwestAir Just watched crew on flight 380 help elderly lady off plane...#firstclass,"[33.4338494, -111.9963312]",2015-02-22 12:07:45 -0800,Indianapolis,Eastern Time (US & Canada) 569589079710380032,negative,1.0,Lost Luggage,0.6942,Southwest,,mcloeren,,0,@SouthwestAir it was not - still don't know where skis are and cannot get a call back from bag svc at airport (left several msgs),,2015-02-22 12:06:33 -0800,Bethesda MD,Quito 569588375037960192,negative,1.0,Cancelled Flight,1.0,Southwest,,DigitalCK,,0,@SouthwestAir wife's flight to DAL just got Cancelled Flightled. What does she do to find options to get back home? 1708 PHX->DAL,"[33.00605781, -96.76519155]",2015-02-22 12:03:45 -0800,"Dallas, Tx",Central Time (US & Canada) 569588348593025024,negative,0.3546,Can't Tell,0.3546,Southwest,,marysilvadoctor,,0,@SouthwestAir thanks for the response - flight time has passed - rebooked now,"[41.72810364, -71.43406677]",2015-02-22 12:03:39 -0800,"Nashville, TN",Central Time (US & Canada) 569587157574135808,negative,0.6888,Bad Flight,0.3499,Southwest,,danihampton,,0,"<3 <3 RT @SouthwestAir! @danihampton Sorry to hear about the WiFi connection, Dani. Please DM us your conf # so we can help you. Thanks!",,2015-02-22 11:58:55 -0800,,Arizona 569586743831191552,positive,1.0,,,Southwest,,danihampton,,0,@SouthwestAir you guys rule. I will DM you. <3 Thank you.,,2015-02-22 11:57:16 -0800,,Arizona 569586235259404288,positive,0.6779999999999999,,,Southwest,,EffremFGoodman,,0,@SouthwestAir good to be back. See you all again in several weeks.,"[34.7300769, -92.219814]",2015-02-22 11:55:15 -0800,#DFWLittleRockMempLAVegas#MS#, 569586098772578304,negative,0.6822,Bad Flight,0.3485,Southwest,,TacoDangerous,,0,@SouthwestAir Boooo!!!!!! Don't be like the other airlines!! http://t.co/WHAGPknnLF,,2015-02-22 11:54:43 -0800,"Two Guns, Arizona",Central Time (US & Canada) 569585343084650496,positive,0.6906,,0.0,Southwest,,Jesswhy,,0,"@SouthwestAir stewardess really funny! Now I could get the gent next to me to use some headphones, this would be the perfect flight!",,2015-02-22 11:51:42 -0800,,Pacific Time (US & Canada) 569584744532287490,negative,0.6479,Can't Tell,0.3628,Southwest,,adrianarebelo_,,0,@SouthwestAir FIND A WAY TO Cancelled Flight FLIGHT 310!!!!!!!,,2015-02-22 11:49:20 -0800,,Atlantic Time (Canada) 569584431544971264,neutral,0.6747,,0.0,Southwest,,JoshuaWaldorf,,0,@SouthwestAir how can I check to see if my flight to NYC is expected to be delayed or Cancelled Flightled for this Tuesday?,,2015-02-22 11:48:05 -0800,Texas,Central Time (US & Canada) 569577548318777345,negative,1.0,Cancelled Flight,1.0,Southwest,,bashomosko,,0,.@SouthwestAir thx for the note. Flight was Cancelled Flightled and today is all booked so had to go with another carrier. :(,,2015-02-22 11:20:44 -0800,"boulder, co",Pacific Time (US & Canada) 569576624158437376,negative,0.6465,Customer Service Issue,0.6465,Southwest,,dan_humboldt,,0,@SouthwestAir could I get a phone call from a customer service rep to get the issue resolved?,,2015-02-22 11:17:04 -0800,, 569576038289711104,positive,1.0,,,Southwest,,RichardAWeber,,0,@SouthwestAir think you have great people working for you.,,2015-02-22 11:14:44 -0800,, 569571448412438528,positive,1.0,,,Southwest,,SamPalazzolo,,0,@SouthwestAir Way to go flying out of Denver today! Must be the only airline not Cancelled Flighting/delaying flights! #FlySWA #denverairport,,2015-02-22 10:56:30 -0800,"San Diego, CA USA",Pacific Time (US & Canada) 569571437389881344,negative,0.6078,Bad Flight,0.6078,Southwest,,TheDarrenHickey,,0,@SouthwestAir here's a first..both pilot and first officer in galley during flight...,,2015-02-22 10:56:27 -0800,Indianapolis,Eastern Time (US & Canada) 569568079761403904,neutral,0.6598,,0.0,Southwest,,briandotcom,,0,@SouthwestAir -- any updates on flights getting Cancelled Flighted into DAL? I have a connecting flight there and hope it doesn't delay due to weather,,2015-02-22 10:43:06 -0800,UTSA '13,Central Time (US & Canada) 569567144318365696,negative,1.0,Cancelled Flight,0.6562,Southwest,,Kehrricane,,0,@SouthwestAir Flight 52 got Cancelled Flightled 6 hrs before takeoff. No Customer Service. Been on hold for 30 minutes.,,2015-02-22 10:39:23 -0800,Wichita,Central Time (US & Canada) 569567028136296450,neutral,0.3444,,0.0,Southwest,,PasstheJman,,0,@SouthwestAir my flight continues through to Vegas after my stop. Don't be upset if a stowaway.,"[41.77838296, -87.7409109]",2015-02-22 10:38:56 -0800,,Mountain Time (US & Canada) 569566673235271680,negative,1.0,Customer Service Issue,0.6983,Southwest,,mightymolar,,0,@SouthwestAir waiting over a half hour for my checked baggage to be delivered! No updates from any ground crew,"[38.84884095, -77.04207298]",2015-02-22 10:37:31 -0800,"Rockville, Maryland",Eastern Time (US & Canada) 569565359524716544,negative,0.6632,Can't Tell,0.3474,Southwest,,paydirt434,,0,@SouthwestAir Promotion e-mail today (Vegas and Jamaica) has a defective link for the Vegas sweepstakes...it times out with error.,,2015-02-22 10:32:18 -0800,"Herndon, VA",Eastern Time (US & Canada) 569562867281690625,neutral,1.0,,,Southwest,,allie_kaji621,,0,@SouthwestAir safety back in Dallas!,,2015-02-22 10:22:24 -0800,Den10,Central Time (US & Canada) 569561754163769344,negative,1.0,Customer Service Issue,0.69,Southwest,,Shivener,,0,@SouthwestAir No like I said I could not reach anyone at your company so I had to rent a car and chalk the whole thing up to a loss,,2015-02-22 10:17:58 -0800,,Quito 569558600353390592,positive,1.0,,,Southwest,,justatinydragon,,0,@SouthwestAir you guys are so amazing for sending people to meet Imagine Dragons #DestinationDragons 😋,,2015-02-22 10:05:26 -0800,,Eastern Time (US & Canada) 569557305961750528,neutral,0.3491,,0.0,Southwest,,Million_Miler,,0,"@SouthwestAir BTW, not a weather delay. We've had beautiful weather in Sunny California. #nolove #noexcuses #cali http://t.co/kumtbgER03",,2015-02-22 10:00:18 -0800,, 569556215375613952,negative,1.0,Cancelled Flight,0.6412,Southwest,,Million_Miler,,0,"@SouthwestAir As a frequent traveler, I've never been treated so coldly & had an airline offer nothing when my flight was Cancelled Flightled. #nolove",,2015-02-22 09:55:58 -0800,, 569555719885885441,negative,1.0,Damaged Luggage,0.6509999999999999,Southwest,,kashnow,,0,"@SouthwestAir - neveryamind I paid $450 for a flight. 250 for a new bag is easy for business class customers, right? http://t.co/vn3JJIa53O",,2015-02-22 09:54:00 -0800,"31.708674,34.993824",Eastern Time (US & Canada) 569555395339018241,negative,1.0,Damaged Luggage,1.0,Southwest,,kashnow,,0,"@SouthwestAir - our baggage motto: we don't cover that. Small tear, ripped seam, snow soaked, busted zippers - SORRY http://t.co/LHwFBKFynI",,2015-02-22 09:52:42 -0800,"31.708674,34.993824",Eastern Time (US & Canada) 569555199062224897,negative,1.0,Cancelled Flight,1.0,Southwest,,Million_Miler,,0,"@SouthwestAir Totally ruined my birthday weekend by Cancelled Flighting my flights for no reason and offer no points, drink, transport. #nolove #cali",,2015-02-22 09:51:55 -0800,, 569554826616381440,negative,1.0,Customer Service Issue,1.0,Southwest,,Million_Miler,,0,@SouthwestAir What's happened to your customer service? 2 Cancelled Flightled flights in 2 days & an uninformed and unapologetic staff. #nolove #cali,,2015-02-22 09:50:27 -0800,, 569554065606074368,neutral,0.3498,,0.0,Southwest,,evitably,,0,"@SouthwestAir check the head of the plane, there has been dynamite placed onto it",,2015-02-22 09:47:25 -0800,lowkey,Pacific Time (US & Canada) 569552971362639873,negative,1.0,Cancelled Flight,0.6889,Southwest,,j_shands,,0,@SouthwestAir Maybe if you comped those that quietly accepted delays or Cancelled Flightations instead of the irate you'd have less issues #justsaying,,2015-02-22 09:43:04 -0800,, 569552378812194816,neutral,0.6926,,,Southwest,,destinyation,,0,@SouthwestAir For the past 2 yrs I earned A-list status thru a promo-fly 3 rnd trips in 2-3 months. How can I get that option again? #loyal,,2015-02-22 09:40:43 -0800,,Pacific Time (US & Canada) 569551863260913664,negative,1.0,Damaged Luggage,0.6823,Southwest,,Deadeye82,,0,@SouthwestAir we didn't nothing was ruined just wet. Just frustrating when after traveling for 12 hours you can't change into clean clothes,,2015-02-22 09:38:40 -0800,, 569550487474712576,neutral,0.3441,,0.0,Southwest,,iSocialFanz,,0,@SouthwestAir yeah it happens. The PHX airport has extra long waits all spring long. Something locals know but tourist don't just FYI,,2015-02-22 09:33:12 -0800,"Phoenix, Az",Arizona 569549686857736193,negative,1.0,Customer Service Issue,1.0,Southwest,,Shivener,,0,"@SouthwestAir I tried for 5hrs to contact SW! Twitter, fb, phone, email w/ no reply. 24hrs Late Flightr u respond, what could you do at this point?",,2015-02-22 09:30:01 -0800,,Quito 569548841361412096,neutral,1.0,,,Southwest,,richkadams,,0,@SouthwestAir Arkansas Gov. plans to sign Governor SB-202 that legalizes discrimination of LGBT.Can you lend your voice to a state boycott?,,2015-02-22 09:26:40 -0800,"Albuquerque, New Mexico, USA", 569546319666110464,neutral,0.6968,,0.0,Southwest,,Kayyyyy_Jo,,0,"@SouthwestAir if I am a rapid awards member, does my points apply after I have taken my round trip?",,2015-02-22 09:16:38 -0800,"Columbus, OH",Central Time (US & Canada) 569545575688830978,positive,1.0,,,Southwest,,MarriedMariner,,0,"@SouthwestAir was in a line a mile long at sky harbor this morning. Your staff was courteous and expeditious. Thank you. #onechildfourbags",,2015-02-22 09:13:41 -0800,, 569543955622338560,negative,1.0,Customer Service Issue,1.0,Southwest,,amybeckr,,0,@SouthwestAir I have never had such awful customer service and conflicting service. Outrageous.,,2015-02-22 09:07:15 -0800,Ohio,Quito 569542114234671104,positive,1.0,,,Southwest,,ThomasAXMyers,,0,"@SouthwestAir Just realized I had the wrong departure date. Thanks for making changes easy!",,2015-02-22 08:59:56 -0800,"Columbus, OH",Eastern Time (US & Canada) 569541106112827393,neutral,1.0,,,Southwest,,NmJean05,,0,"@SouthwestAir Also, will Southwest have any other specials like the one they are running now?",,2015-02-22 08:55:55 -0800,"Newark, NJ",Eastern Time (US & Canada) 569538524321419265,positive,1.0,,,Southwest,,dirtytweetbacon,,0,@SouthwestAir last week I flew from DAL to LAX. You got us in almost an hour early. Thank You.,,2015-02-22 08:45:40 -0800,, 569534939642925058,neutral,1.0,,,Southwest,,mchlsprr77,,0,@SouthwestAir will the Daytona 500 be available on free TV?,,2015-02-22 08:31:25 -0800,west allis, 569531018643955712,neutral,1.0,,,Southwest,,defscott627,,0,@SouthwestAir flying flight 3130 tonight at 7:20 from PBI- I have boarding position C-42. Is it overbooked? Really don't want to be bumped!,,2015-02-22 08:15:50 -0800,,Quito 569528523418775552,negative,1.0,Customer Service Issue,1.0,Southwest,,dan_humboldt,,0,@SouthwestAir no I wasn't. After over an hour was too frustrated and had to hang up.,,2015-02-22 08:05:55 -0800,, 569527176350969856,negative,1.0,Cancelled Flight,0.6504,Southwest,,bmeshoulam,,0,"@SouthwestAir Thanks for the terrible service! Stranded in MDW for 2 days, & now can't find confirmation for rebooked flight from MKE.",,2015-02-22 08:00:34 -0800,"Cambridge, MA",Atlantic Time (Canada) 569526101669769217,negative,0.7087,Customer Service Issue,0.7087,Southwest,,johnmsanchez,,0,@SouthwestAir fyi the link in your baggage incident email redirects to a 404 on mobile. The link auto changes on mobile. Desktop works fine.,,2015-02-22 07:56:18 -0800,"Seattle, WA",Central Time (US & Canada) 569524284873424896,positive,1.0,,,Southwest,,KyleSnyderZ,,0,@SouthwestAir I will say that your customer service has consistently been the very best!!!,"[40.72845228, -80.08224442]",2015-02-22 07:49:05 -0800,Cranberry 16066/Bonita Springs, 569522923029041153,positive,0.6496,,0.0,Southwest,,gotomaio,,0,@SouthwestAir @AARP #tfw1 Appreciate the tweet back - It was unexpected.,,2015-02-22 07:43:40 -0800,,Quito 569522307657388032,neutral,1.0,,,Southwest,,cjangla,,0,@SouthwestAir need to Cancelled Flight a few more can you please check DM,,2015-02-22 07:41:14 -0800,,Central Time (US & Canada) 569521838625312769,negative,1.0,Late Flight,0.3729,Southwest,,gotomaio,,0,"@SouthwestAir @AARP @JimCramer 75yo mom says, ""Hire more staff to accommodate your audience"" You could learn lots from her. She's off to FL",,2015-02-22 07:39:22 -0800,,Quito 569520929128251392,positive,1.0,,,Southwest,,clchev,,0,"@SouthwestAir Although the wait was long due to weather r/scheduling, a phone call and super rep solved the issue! Thank you!!",,2015-02-22 07:35:45 -0800,Upstate New York, 569518412550033408,neutral,1.0,,,Southwest,,naters88,,0,@SouthwestAir when are you starting routes to #Hawaii and #Canada?,,2015-02-22 07:25:45 -0800,columbus, 569517721764786176,neutral,0.6632,,0.0,Southwest,,defscott627,,0,@SouthwestAir flying flight 3130 tonight at 7:20 from PBI- I have boarding position C-42. Is flight overbooked? Have funeral to attend!,,2015-02-22 07:23:00 -0800,,Quito 569516377524076544,negative,1.0,Customer Service Issue,1.0,Southwest,,AnthonyLambkin,,0,@SouthwestAir I was never able to talk so someone so had to buy another new ticket. Will be calling shortly for refund.,,2015-02-22 07:17:40 -0800,"Nashville, TN",Central Time (US & Canada) 569515731022454784,negative,1.0,Customer Service Issue,1.0,Southwest,,gotomaio,,0,@SouthwestAir #tfw1 @JimCramer @AARP TY-Spent total of 3 hrs and 20 mins holding. Cell battery died. Finally made arrangements w kind Rep,,2015-02-22 07:15:06 -0800,,Quito 569514047554453504,positive,1.0,,,Southwest,,jessi_goo,,0,@SouthwestAir @AmericanAir y'all are better then @united,,2015-02-22 07:08:24 -0800,, 569510774957170690,negative,1.0,Customer Service Issue,1.0,Southwest,,cjangla,,0,"@SouthwestAir no after 75 mins of hold, I finally hung up! Ridiculous wait times. Can you assist in Cancelled Flighting reservation?",,2015-02-22 06:55:24 -0800,,Central Time (US & Canada) 569508707178057728,positive,0.6566,,,Southwest,,JustaThoughtR2,,0,@SouthwestAir Make the world a better place: Visit an elderly relative.,,2015-02-22 06:47:11 -0800,, 569508595181731841,neutral,1.0,,,Southwest,,kristagermanis,,0,@SouthwestAir What is the best credit card to use/open to get miles with y'all?,,2015-02-22 06:46:44 -0800,"Washington, DC",Eastern Time (US & Canada) 569508406551322624,negative,0.6631,Customer Service Issue,0.3331,Southwest,,purdom44,,0,@SouthwestAir some woman gets on plane and holds 2 seats in the bulkhead for her friends with C boarding passes. I paid $ earlybird thx,"[36.12665696, -86.66953068]",2015-02-22 06:45:59 -0800,, 569507649940799489,negative,1.0,Bad Flight,0.6527,Southwest,,ClinicPolly,,0,@SouthwestAir grouchy about this flight 636 #complimentarybeveragesneeded,,2015-02-22 06:42:59 -0800,, 569506823818117121,negative,1.0,Bad Flight,0.6598,Southwest,,ClinicPolly,,0,@SouthwestAir plane switch on 636 meant A= back of plane #disappointed,,2015-02-22 06:39:42 -0800,, 569506563628642304,negative,1.0,Can't Tell,1.0,Southwest,,ClinicPolly,,0,@SouthwestAir you have let me down! #oversold #earlybirdmeansnothing,,2015-02-22 06:38:40 -0800,, 569504763957653504,negative,1.0,Cancelled Flight,0.3446,Southwest,,_crazdan,,0,@SouthwestAir while you clearly didn't care about our troubles yday thought I'd share bags took >90min and came back absolutely drenched..,,2015-02-22 06:31:31 -0800,, 569503512968572928,neutral,0.6842,,,Southwest,,Late Flightncy,,0,@SouthwestAir can you follow for quick DM?,,2015-02-22 06:26:33 -0800,Off the Road,Eastern Time (US & Canada) 569502963317649408,neutral,1.0,,,Southwest,,JayWogi,,0,@SouthwestAir can you help,,2015-02-22 06:24:21 -0800,"Houston, Texas",Central Time (US & Canada) 569502753694691328,negative,1.0,Customer Service Issue,1.0,Southwest,,JayWogi,,0,@SouthwestAir looks like you are up and running for the day. Still can't get through on the phone. Can you follow so I can dm you my info,,2015-02-22 06:23:31 -0800,"Houston, Texas",Central Time (US & Canada) 569502188562546688,negative,1.0,Customer Service Issue,0.6979,Southwest,,mcloeren,,0,"@SouthwestAir #CustomerServiceFail - - almost missed flight - long slow BWI ticket line: ""Rather make a complaint or your flight?""",,2015-02-22 06:21:17 -0800,Bethesda MD,Quito 569499788934291456,negative,1.0,Cancelled Flight,1.0,Southwest,,thowelliv,,0,@SouthwestAir I start a new job tomorrow & you Cancelled Flight my flight (1629 BWI-LAX) and you really can't get me on another flight today ?!,,2015-02-22 06:11:45 -0800,Baltimore,Central Time (US & Canada) 569496793668591617,negative,1.0,Customer Service Issue,1.0,Southwest,,betorides,,0,@SouthwestAir no HUMAN contact for 2 mths from @AmericanAir cust relations or refund dept. If ever a problem do u have humans I can talk to?,,2015-02-22 05:59:51 -0800,,Quito 569495653526724608,neutral,0.6632,,,Southwest,,ReneJVega,,0,@SouthwestAir CEO using #Vegas band to help ‘connect’ to people. http://t.co/89gKYuf1Qh #aviation #business #marketing #consumermarketing,,2015-02-22 05:55:19 -0800,NYC | DC | Charlotte | Vegas,Eastern Time (US & Canada) 569495331399995392,neutral,1.0,,,Southwest,,Dricetea,,0,@SouthwestAir i forgot to put my tsa pre number in before I checked in. It is now in my profile but will it be on my boarding pass in the am,,2015-02-22 05:54:02 -0800,, 569494878968811520,neutral,1.0,,,Southwest,,JohnFMacky,,0,@SouthwestAir you have open seats on flight 4001 pvd to MCO @ 1215pm today?,,2015-02-22 05:52:14 -0800,,Eastern Time (US & Canada) 569493077368422400,negative,1.0,Cancelled Flight,0.6703,Southwest,,nerisa1127,,0,@SouthwestAir you cx'ed almost the entire east coast flights All other planes are taking off any traveling fine I need to get to Nev ASAP,,2015-02-22 05:45:04 -0800,Philadelphia PA, 569491425110466560,negative,1.0,Customer Service Issue,1.0,Southwest,,Tom_Fili,,0,@SouthwestAir 2 hours on hold for customer service never us SW again,,2015-02-22 05:38:31 -0800,"Havertown, Pa.",Eastern Time (US & Canada) 569491061543796737,positive,1.0,,,Southwest,,IrishRob95,,0,@SouthwestAir FINALLY! A Passbook option for the SWA App. Thank you!!!!!,,2015-02-22 05:37:04 -0800,"Overland Park, KS",Eastern Time (US & Canada) 569489752732274688,neutral,1.0,,,Southwest,,Potter_Who,,0,@SouthwestAir my sister&brother in law need to get to Florida desperately flying w/ @USAirways is there anything you can do?,,2015-02-22 05:31:52 -0800,whore island ,Eastern Time (US & Canada) 569488587135295488,positive,1.0,,,Southwest,,aawray,,0,@SouthwestAir I've DM'd you. Thanks!,,2015-02-22 05:27:14 -0800,"Nashville, TN",Central Time (US & Canada) 569487788753555456,positive,1.0,,,Southwest,,mardigraschic,,0,"@SouthwestAir Great flight yesterday from MSY to AUS!! Thank you for such great safety,service and beautiful skies!! http://t.co/X1EqYAHfvZ",,2015-02-22 05:24:04 -0800,nola/beantown,Hawaii 569487121897033728,neutral,0.6563,,0.0,Southwest,,JoshYerdon,,0,"@SouthwestAir I was under the impression when there is an 8 hour delay in your flight because of equipment failure, compensation is offered?",,2015-02-22 05:21:25 -0800,, 569485882941509632,neutral,0.6739,,0.0,Southwest,,BratsyAnn,,0,@SouthwestAir Can you give me info on Flt 681 out of BDL? I see it's Cancelled Flightled.,,2015-02-22 05:16:29 -0800,"Gloucester, MA",Eastern Time (US & Canada) 569483821080453121,negative,1.0,Cancelled Flight,0.701,Southwest,,kimwatsontanner,,0,@SouthwestAir stuck in NYC flights Cancelled Flightled 2 days in a row Long wait times on phones. Running out of $ but SWA no help,,2015-02-22 05:08:18 -0800,"Loomis, CA (Near SacTown)",Pacific Time (US & Canada) 569483642931691520,negative,0.6843,Cancelled Flight,0.6843,Southwest,,marysilvadoctor,,0,@SouthwestAir do you ever reinstate Cancelled Flighted flights?,"[41.65451582, -70.61064187]",2015-02-22 05:07:35 -0800,"Nashville, TN",Central Time (US & Canada) 569482685061554176,positive,1.0,,,Southwest,,RizLakh,,0,@SouthwestAir great example of customer service this morning at MSY headed to ATL. Alison and Bobbi were fantastic! Gate B8. Thank you.,,2015-02-22 05:03:47 -0800,,Atlantic Time (Canada) 569482497496473600,negative,1.0,Can't Tell,0.3617,Southwest,,kimwatsontanner,,0,@SouthwestAir I'm running out of money to keep paying for hotel rooms & food in NYC. You don't help people with $ spent,,2015-02-22 05:03:02 -0800,"Loomis, CA (Near SacTown)",Pacific Time (US & Canada) 569453233044885504,negative,1.0,Cancelled Flight,0.6703,Southwest,,hllgruber,,0,@SouthwestAir #flight #Cancelled Flightled...tried to get refund but on hold. Can I get it after my flight would have departed?,"[39.87638268, -75.23929034]",2015-02-22 03:06:45 -0800,, 569451572792406016,positive,0.6842,,,Southwest,,wabenews,,0,@SouthwestAir Offers Atlanta Unprecedented Perk http://t.co/nustgpElSf http://t.co/Be0B4K1Xbt,,2015-02-22 03:00:09 -0800,"Atlanta, GA",Eastern Time (US & Canada) 569408185125052416,negative,1.0,Customer Service Issue,0.6856,Southwest,,kylemusserco,,0,@SouthwestAir want to pick up a customer from @SpiritAirlines sign me up 🙌😏,,2015-02-22 00:07:45 -0800,#PureMichigan ,Atlantic Time (Canada) 569397984519016448,negative,1.0,Cancelled Flight,1.0,Southwest,,lnghurdoncurRIE,,0,@SouthwestAir Cancelled Flighted Sunday 9:50AM flight to Dallas..next flight out is Tuesday afternoon. Stranded. #BS #GetMeOuttaHere #SouthwestSucks,,2015-02-21 23:27:13 -0800,,Central Time (US & Canada) 569393239700013056,neutral,0.6774,,0.0,Southwest,,hippyminds,,0,@SouthwestAir what does a woman got to do to get a chance of a lifetime? 😖 #DestinationDragons #imaginedragons #slaycancerwithdragons,,2015-02-21 23:08:21 -0800,"minneapolis,mn",Central Time (US & Canada) 569384007550394369,negative,1.0,Cancelled Flight,1.0,Southwest,,dennis__andrew,,0,"@SouthwestAir I use to #LUV swa but after an hour and counting on hold, for a flight they Cancelled Flighted on me? #noluv",,2015-02-21 22:31:40 -0800,San Diego CA,Arizona 569377543687700480,negative,1.0,Lost Luggage,0.6888,Southwest,,scoobydoo9749,,0,"@SouthwestAir ""Will my luggage be on that flight?"" ""No"" ""Y not"" ""bc ur on that flight n it won't end up where ur goin http://t.co/6Zj6L2ZTua",,2015-02-21 22:05:59 -0800,"Tallahassee, FL",America/Chicago 569374522157207552,negative,0.6515,Late Flight,0.6515,Southwest,,scoobydoo9749,,0,"@SouthwestAir ""...you in the 10 hrs we were hanging out there? Oh, no I understand things get crazy n sometimes 10 hours isn't long enough.""",,2015-02-21 21:53:59 -0800,"Tallahassee, FL",America/Chicago 569374298168791040,positive,1.0,,,Southwest,,jenhunzing,,0,@SouthwestAir Thx to customer service rep ALEX for his patient help in reFlight Booking Problems a Cancelled Flighted flight and getting us where we have to be tmrw!,,2015-02-21 21:53:05 -0800,, 569373258010660864,negative,1.0,Customer Service Issue,0.6669,Southwest,,amy__kristen,,0,@SouthwestAir want to explain why I was on hold for 2+ hrs tonight trying to reach customer service only to learn they're only there Mon-Fr?,,2015-02-21 21:48:57 -0800,SoCal,Arizona 569372947720179714,negative,1.0,Cancelled Flight,1.0,Southwest,,WesHartman01,,0,@SouthwestAir Cancelled Flightled flights and asshole phone support. #worstairline,,2015-02-21 21:47:43 -0800,"San Diego, CA",Pacific Time (US & Canada) 569372333267394560,negative,0.6869,Cancelled Flight,0.6869,Southwest,,Angela_Meyers,,0,@SouthwestAir flight Cancelled Flightled out of BWI to PBI. Can't get out until Monday. What are the chances the seats open up for a flight on 2/22?,,2015-02-21 21:45:17 -0800,"Hershey, PA",Eastern Time (US & Canada) 569369185559699456,negative,1.0,Customer Service Issue,0.6771,Southwest,,KMadson,,0,@SouthwestAir been on hold for 1.5 hrs. What's up?,,2015-02-21 21:32:46 -0800,,Central Time (US & Canada) 569366218429337600,neutral,1.0,,,Southwest,,defscott627,,0,@SouthwestAir flying flight 3130 tomorrow at 7:20 from PBI- I have boarding position C-42. Is flight overbooked? Have funeral to attend!,,2015-02-21 21:20:59 -0800,,Quito 569365709500710912,negative,1.0,Customer Service Issue,1.0,Southwest,,hzidell,,0,@SouthwestAir we are having a real issue trying to get thru to you. On hold for 2 hours & got disconnected! Please help!,,2015-02-21 21:18:58 -0800,"Dallas, Texas",Central Time (US & Canada) 569364328857640961,negative,1.0,Customer Service Issue,0.6397,Southwest,,JCRU28,,0,@SouthwestAir now on hold for 2.5 hours waiting to speak to someone about my Cancelled Flightled flight from Philly to ORL,,2015-02-21 21:13:28 -0800,USA,Eastern Time (US & Canada) 569362928710914049,neutral,1.0,,,Southwest,,JohnSimonePhoto,,0,"@SouthwestAir better travel photos: My Kindle e-book Easy Tips guide http://t.co/7dM2J8H97M: http://t.co/xeDeckGMW5 http://t.co/frGhglMkqF",,2015-02-21 21:07:55 -0800,Toronto (formerly NYC), 569361107745263617,negative,1.0,Cancelled Flight,1.0,Southwest,,JustinMHobbs,,0,@SouthwestAir what happend? Why did flight #668 get Cancelled Flighted for 2/22..I was on hold for over an hour and no help,,2015-02-21 21:00:40 -0800,IN,Eastern Time (US & Canada) 569360777926217728,negative,1.0,Late Flight,1.0,Southwest,,scoobydoo9749,,0,"@SouthwestAir that's gotta be a new record: 4 hrs in the air, 11 hrs waiting and 0 bags delivered to destination.","[0.0, 0.0]",2015-02-21 20:59:22 -0800,"Tallahassee, FL",America/Chicago 569359647699812353,positive,1.0,,,Southwest,,tlwbarnett,,0,@SouthwestAir Thank you for your help Adam and to the awesome gate agents at B12 in LAS for getting us home!,,2015-02-21 20:54:52 -0800,"Lockport, NY",Eastern Time (US & Canada) 569358701317869571,negative,1.0,Late Flight,1.0,Southwest,,masonsontwiter2,,0,@SouthwestAir yall have me sleeping in the airport until 4pm tomorrow! thanks,,2015-02-21 20:51:07 -0800,,Alaska 569358646892748801,negative,1.0,Customer Service Issue,0.6507,Southwest,,abrandt88,,0,@southwestair I've been on hold for 2 hours to reschedule my Cancelled Flightled flight for the morning. What gives? I need help NOW,,2015-02-21 20:50:54 -0800,"Boston, MA",Eastern Time (US & Canada) 569358476402499584,negative,1.0,Can't Tell,0.3516,Southwest,,G1GARRISON,,0,@SouthwestAir #fail southwest changes my flight to a different time and city and blames it on me. They won't correct it. #furious,,2015-02-21 20:50:13 -0800,, 569358458404802561,positive,1.0,,,Southwest,,JustaThoughtR2,,0,@SouthwestAir Southwest Airline is THE way to go!,,2015-02-21 20:50:09 -0800,, 569358195862462464,negative,1.0,Customer Service Issue,1.0,Southwest,,Firmadge,,0,@SouthwestAir been holding for 1 hour and 10 minutes. To rebook Cancelled Flightlation.You guys need more help!,,2015-02-21 20:49:06 -0800,,Eastern Time (US & Canada) 569357168765501440,negative,1.0,Cancelled Flight,1.0,Southwest,,vancejason,,0,"@SouthwestAir Flight Cancelled Flighted, two hours on hold. Then it just hangs up! A little help here? -thx",,2015-02-21 20:45:01 -0800,"McLean, VA",Eastern Time (US & Canada) 569357127040540673,negative,1.0,Customer Service Issue,0.6925,Southwest,,enzo_the_baker,,0,@SouthwestAir I was on hold for over 2 hours and my call got disconnected. Thanks a lot.,,2015-02-21 20:44:51 -0800,,Eastern Time (US & Canada) 569356085359996929,negative,1.0,Customer Service Issue,1.0,Southwest,,Diva_tobe,,0,@SouthwestAir everything OK? This is my 3rd call for the day and this time I've been on hold for 1.5 hrs. I'll hang up and try again.,,2015-02-21 20:40:43 -0800,,America/New_York 569355826248474624,negative,0.6484,Customer Service Issue,0.6484,Southwest,,pasdexcuses,,0,@SouthwestAir Your hold music needs 2 be fixed:certain tracks have loud phone button mashing tones in them.Estimated wait time would help 2.,,2015-02-21 20:39:41 -0800,, 569355332113309696,negative,1.0,Cancelled Flight,0.6596,Southwest,,DavidTWalker,,0,"@SouthwestAir Was on hold for 2 hours before you disconnected me after my flight was Cancelled Flightled. Swell company, you.",,2015-02-21 20:37:43 -0800,,Central Time (US & Canada) 569355179717369857,negative,1.0,Damaged Luggage,0.6906,Southwest,,Deadeye82,,0,@SouthwestAir weather delays aren't your fault today but getting to hotel with two soaked suitcases and no dry clothes stinks frustrated,,2015-02-21 20:37:07 -0800,, 569351618522705920,positive,1.0,,,Southwest,,tbat08,,0,@SouthwestAir thanks for getting me home from Denver tonight despite the snow!,,2015-02-21 20:22:58 -0800,"Nashville, tn ",Central Time (US & Canada) 569350730034728960,negative,1.0,Cancelled Flight,0.6524,Southwest,,Julienbrandt,,0,@SouthwestAir u texted that my flight from Denver to SD tmrw is Cancelled Flightled? Been on hold for an hour trying to get help. Any other flights?,"[39.73217408, -105.0050626]",2015-02-21 20:19:26 -0800,San Diego,Pacific Time (US & Canada) 569348678911021056,negative,1.0,Customer Service Issue,1.0,Southwest,,relaxnsmile,,0,"@SouthwestAir - wow! 100 minutes on hold, so far. Now phone is dying...",,2015-02-21 20:11:17 -0800,"Nashville, TN",Central Time (US & Canada) 569347934866636800,neutral,1.0,,,Southwest,,aushianya,,0,@SouthwestAir are you hiring for flight attendants right now,,2015-02-21 20:08:20 -0800,, 569347549858934784,positive,1.0,,,Southwest,,CharlesJenkins7,,0,@SouthwestAir never lets me down!!!,,2015-02-21 20:06:48 -0800,"Chicago, IL",Central Time (US & Canada) 569347252550017026,negative,1.0,Customer Service Issue,1.0,Southwest,,JCRU28,,0,@SouthwestAir on hold now for 1 Hour 25 mins Whats the holdup,,2015-02-21 20:05:37 -0800,USA,Eastern Time (US & Canada) 569347125575725057,negative,1.0,Cancelled Flight,0.6735,Southwest,,kaylariley03,,0,@SouthwestAir been waiting for 70 minutes on hold because yall Cancelled Flightled my return flight. Answer the phone!!!,,2015-02-21 20:05:07 -0800,,Eastern Time (US & Canada) 569347122992185344,positive,1.0,,,Southwest,,Lmpilson,,0,@SouthwestAir DeLacy P is a compassionate professional! Despite the flight challenges she made passengers feel like priorities!!🌟🌟,,2015-02-21 20:05:06 -0800,"Fairfax, VA ", 569346451526041600,positive,1.0,,,Southwest,,Lmpilson,,0,@SouthwestAir The pilots& crew on flt 3999 and customer service professionals at baggage claim are OUTSTANDING!! Thank you!!,,2015-02-21 20:02:26 -0800,"Fairfax, VA ", 569345829653254145,negative,1.0,Lost Luggage,0.3521,Southwest,,portlandbridges,,0,"@SouthwestAir How to find out if my parents luggage really went to FLL on a Cancelled Flighted SW flight? Called 1800IFlySWA, long long waits...",,2015-02-21 19:59:58 -0800,, 569344036256903168,negative,1.0,Customer Service Issue,0.6813,Southwest,,kaylaelainefox,,0,@SouthwestAir been on hold for an hour. I need to rebook my flight that was Cancelled Flighted! #help,,2015-02-21 19:52:50 -0800,"Norfolk, VA",Central Time (US & Canada) 569343579899822081,neutral,1.0,,,Southwest,,parTAYwithBIER,,1,@SouthwestAir can you speed up your flight from AZ to Omaha? I need to see muh boy ✈️,,2015-02-21 19:51:01 -0800,from the middle of america,Eastern Time (US & Canada) 569342909205647360,negative,1.0,Cancelled Flight,1.0,Southwest,,Tom_Fili,,0,"@SouthwestAir flight Cancelled Flightled, stuck for 3 days. Paid for ""A"" boarding. Refused to honor it with rescheduled flight",,2015-02-21 19:48:22 -0800,"Havertown, Pa.",Eastern Time (US & Canada) 569342650068934657,negative,1.0,Cancelled Flight,1.0,Southwest,,opfree,,0,"@SouthwestAir Flight today from PHL to DAL Cancelled Flightled. 96 min on hold, rebooked for tomorrow. Now that flight is Cancelled Flightled. On hold again.",,2015-02-21 19:47:20 -0800,, 569342608813793280,negative,1.0,Customer Service Issue,0.6799,Southwest,,offroad437km,,0,@SouthwestAir been on hold over an hr to rebook a Cancelled Flighted flight. Do you have anyone working???,,2015-02-21 19:47:10 -0800,,Central Time (US & Canada) 569341791482220545,positive,1.0,,,Southwest,,MickeySnowflake,,0,"@SouthwestAir Thanks for helping out! Class act, all the way... see you in the air!",,2015-02-21 19:43:55 -0800,N 30°23' 0'' / W 97°44' 0'', 569340341956038657,negative,1.0,Cancelled Flight,1.0,Southwest,,AmyKeefe,,0,"@SouthwestAir flight to BOS Cancelled Flightled, no flights till TUESDAY, spent $1000 to get a flight through another airline + $170 for hotel. Refund",,2015-02-21 19:38:10 -0800,, 569338800452669440,negative,1.0,Cancelled Flight,0.6632,Southwest,,sammy_ike_blaze,,0,"@SouthwestAir Flight was Cancelled Flighted, I've been on hold for 50 minutes with no human interaction. I wanna get away.",,2015-02-21 19:32:02 -0800,"New York, NY",Eastern Time (US & Canada) 569337520573390849,negative,1.0,Customer Service Issue,0.6593,Southwest,,mullane_michael,,0,@SouthwestAir On hold with airline 45 min and counting. Service is terrible!,,2015-02-21 19:26:57 -0800,, 569336975750094848,negative,1.0,Customer Service Issue,1.0,Southwest,,tyziniel,,0,@SouthwestAir On hold for 45 minutes trying to rebook a Cancelled Flightled flight with a companion ticket. Help?,,2015-02-21 19:24:47 -0800,"Chicago, IL", 569336871853170688,negative,1.0,Late Flight,1.0,Southwest,,scoobydoo9749,,0,@SouthwestAir why am I still in Baltimore?! @delta is doing laps around us and laughing about it. # ridiculous,"[39.1848041, -76.6787131]",2015-02-21 19:24:22 -0800,"Tallahassee, FL",America/Chicago 569336246474022912,neutral,1.0,,,Southwest,,OrlandoVIPs,,0,@SouthwestAir I'm ready for #MayweatherPacquiao in Vegas May 2nd! http://t.co/8dQZlrJo9p,"[28.44752379, -81.46716587]",2015-02-21 19:21:53 -0800,Orlando.South Beach.Vegas,Eastern Time (US & Canada) 569335624056090624,negative,1.0,Cancelled Flight,1.0,Southwest,,Tom_Fili,,0,"@SouthwestAir you have the worst service, you Cancelled Flightled all your flights FLL to PHL all @USAirways flights flew. Stuck in FL 3 days. #done",,2015-02-21 19:19:25 -0800,"Havertown, Pa.",Eastern Time (US & Canada) 569334635227820032,negative,0.648,Cancelled Flight,0.648,Southwest,,JayWogi,,0,@SouthwestAir my flight was Cancelled Flighted for tomorrow and hold times are long can I Cancelled Flight a leg with you?,,2015-02-21 19:15:29 -0800,"Houston, Texas",Central Time (US & Canada) 569334621252526080,negative,1.0,Customer Service Issue,1.0,Southwest,,_JASSSYY,,0,@SouthwestAir your phone lines suck. I have a dilemma.,,2015-02-21 19:15:26 -0800,Beysus,Pacific Time (US & Canada) 569333637382053889,negative,1.0,Lost Luggage,1.0,Southwest,,scoobydoo9749,,0,@SouthwestAir a week after Valentines day..not feeling the #LUV. Going on 11 hrs @BWI and don't my bags aren't even coming w me.,"[39.1780768, -76.670155]",2015-02-21 19:11:31 -0800,"Tallahassee, FL",America/Chicago 569333553705693184,negative,0.6461,Lost Luggage,0.6461,Southwest,,DAmico_J,,0,@SouthwestAir i sure hope you are able to get my bag to Memphis for tomorrow.would be nice to have some clean clothes for work.,,2015-02-21 19:11:11 -0800,RI when home.,Eastern Time (US & Canada) 569332773326090240,negative,1.0,Late Flight,0.3573,Southwest,,nusaiba,,0,"@SouthwestAir You rerouted my bf's flight and he's diabetic with little insulin; even though we tried to change it, the agent wouldn't do it",,2015-02-21 19:08:05 -0800,,Pacific Time (US & Canada) 569332471193595904,negative,1.0,Lost Luggage,0.6372,Southwest,,scoobydoo9749,,0,@SouthwestAir no such thing as a free flight. Gonna be spending $100 on board rental bc #swa couldn't get my baggage to greenville w me.,,2015-02-21 19:06:53 -0800,"Tallahassee, FL",America/Chicago 569332442194178049,negative,1.0,Cancelled Flight,1.0,Southwest,,Tom_Fili,,2,@SouthwestAir Cancelled Flightled all flights Fort Lauderdale to Philly. USAir flights got to Philly with no problem. WTF is wrong with SW @USAirways,,2015-02-21 19:06:46 -0800,"Havertown, Pa.",Eastern Time (US & Canada) 569332152065593345,positive,1.0,,,Southwest,,claywhittington,,0,@SouthwestAir Kudos for adding #Passbook to your app! I LOVE IT!,,2015-02-21 19:05:37 -0800,"Wilmington, North Carolina",Eastern Time (US & Canada) 569330414193483776,positive,0.6753,,,Southwest,,ke_gluth,,0,@SouthwestAir male flight attendant on flight 3913 from Orlando to Indy was AMAZING! He needs a raise 👍 Had the best experience with him,,2015-02-21 18:58:43 -0800,,Central Time (US & Canada) 569329014826864640,negative,1.0,Cancelled Flight,1.0,Southwest,,bradtronic,,0,@SouthwestAir why was flight 4199 out of Boston tmrw @ 1230 Cancelled Flightled?,,2015-02-21 18:53:09 -0800,Chicago,Central Time (US & Canada) 569324719993827329,negative,0.6966,Lost Luggage,0.6966,Southwest,,asreese,,0,@SouthwestAir you have no baggage tracking system?,,2015-02-21 18:36:05 -0800,"Washington, DC", 569324035835711489,positive,0.6972,,,Southwest,,AStempleimages,,0,@SouthwestAir Thx for the GRAND view today! FLT 3825 SEATAC to PHX. #GrandCanyon #Arizona #Wow #Love #Photography http://t.co/D7pQOUAtdF,,2015-02-21 18:33:22 -0800,"San Juan Island, WA",Pacific Time (US & Canada) 569323555365752833,negative,1.0,Late Flight,0.6327,Southwest,,scoobydoo9749,,0,@SouthwestAir still haven't left @BWI. Maybe by the time I'm suppose to fly back to Austin on Tuesday we'll have moved.,"[39.1766101, -76.6700606]",2015-02-21 18:31:27 -0800,"Tallahassee, FL",America/Chicago 569321988591906818,negative,1.0,Cancelled Flight,0.3453,Southwest,,scoobydoo9749,,0,"@SouthwestAir coming up on 10 hrs and all at the gate, not leaving and without my baggage. SWA you are my nightmare!","[39.1766101, -76.6700606]",2015-02-21 18:25:14 -0800,"Tallahassee, FL",America/Chicago 569320844503228416,negative,1.0,Lost Luggage,0.6484,Southwest,,scoobydoo9749,,0,@SouthwestAir finally boarded. Looks like I'll make it to my final destination but my baggage won't # baggagefail #bagsflyfreebutnotwithme,"[39.1765188, -76.6696894]",2015-02-21 18:20:41 -0800,"Tallahassee, FL",America/Chicago 569318991224803328,neutral,1.0,,,Southwest,,NmJean05,,0,@SouthwestAir I am just wondering when are you going to open up fares for November?,,2015-02-21 18:13:19 -0800,"Newark, NJ",Eastern Time (US & Canada) 569318905476476928,neutral,1.0,,,Southwest,,scoobydoo9749,,0,@SouthwestAir 20 passengers on this plane. I should've just grabbed my baggage and gave it its own seat.,"[39.1766716, -76.6694354]",2015-02-21 18:12:59 -0800,"Tallahassee, FL",America/Chicago 569318043702177793,negative,0.6552,Cancelled Flight,0.6552,Southwest,,taylor_nacci,,0,@SouthwestAir crazy how every airline flew out to the northeast tonight except you,"[42.19881665, -83.3859395]",2015-02-21 18:09:33 -0800,10/5/13,Eastern Time (US & Canada) 569317747101982720,negative,1.0,Lost Luggage,0.6534,Southwest,,scoobydoo9749,,0,"@SouthwestAir 50min to get bag checked n ATX, miss my flight, spend all day @BWI, n not get my baggage at the end of it all. #epitimeoffail","[39.1766628, -76.6694238]",2015-02-21 18:08:22 -0800,"Tallahassee, FL",America/Chicago 569316487447621632,positive,1.0,,,Southwest,,WOOKesq,,0,@SouthwestAir I wanted to thank the great efforts of Jamie McKinnie in BUF she is a true pro! during major delays she was owning it! #raise,,2015-02-21 18:03:22 -0800,catch me if you can,Eastern Time (US & Canada) 569316220551372800,negative,0.6725,Can't Tell,0.3493,Southwest,,CandiceThurrott,,0,@SouthwestAir I'm flying in a couple of weeks and I need my ticket changed from my maiden name to my married name. Pls help!,,2015-02-21 18:02:19 -0800,"Middletown, CT", 569314535103983617,negative,1.0,Lost Luggage,0.6771,Southwest,,scoobydoo9749,,0,@SouthwestAir 9 hours at this airport and you can't move a bag from one plane to another! #furious,,2015-02-21 17:55:37 -0800,"Tallahassee, FL",America/Chicago 569313760864632832,neutral,0.6459,,0.0,Southwest,,BK_ATX15,,0,@SouthwestAir How do I retroactively add previous flights/miles/points to current rapid rewards balance?,,2015-02-21 17:52:32 -0800,"Austin, TX", 569313734566547456,neutral,1.0,,,Southwest,,WOOKesq,,0,@SouthwestAir sending now via dm,,2015-02-21 17:52:26 -0800,catch me if you can,Eastern Time (US & Canada) 569312734896136193,positive,0.6679999999999999,,0.0,Southwest,,Sluggohill,,0,@SouthwestAir Thanks for making good on @PoteetTJ 's Cancelled Flightled flight.,,2015-02-21 17:48:27 -0800,Columbus OH, 569312688272052224,positive,0.6526,,,Southwest,,reiokam,,0,@SouthwestAir just sent another 4 drink coupons....I think I have over 30 coupons now. free drinks anyone?,"[0.0, 0.0]",2015-02-21 17:48:16 -0800,Los Angeles/SF/Palo Alto,Pacific Time (US & Canada) 569311935835062272,neutral,1.0,,,Southwest,,kolak_jason,,0,@SouthwestAir quick question: let's say I book a flight (I did so) and you then drop the price. Do I get the cheaper rate?,,2015-02-21 17:45:17 -0800,,Atlantic Time (Canada) 569311644934807552,negative,0.6939,Customer Service Issue,0.3776,Southwest,,DCBjr21,,0,@SouthwestAir How many trees have to die before you stop trying to sell us a credit card? #OptOut http://t.co/CXrZhcdTVz,,2015-02-21 17:44:08 -0800,,Alaska 569311482950897665,negative,1.0,Lost Luggage,1.0,Southwest,,scoobydoo9749,,0,@SouthwestAir bags fly free..just not to where you're going.,,2015-02-21 17:43:29 -0800,"Tallahassee, FL",America/Chicago 569310885191286784,negative,1.0,Lost Luggage,0.3824,Southwest,,scoobydoo9749,,0,@SouthwestAir 2 hrs to put a tag on my bag sayin it should go to greenville instead of Raleigh?! ARE YOU KIDDING ME?!,,2015-02-21 17:41:06 -0800,"Tallahassee, FL",America/Chicago 569310448300003328,negative,1.0,Can't Tell,0.6878,Southwest,,ASheldDPT,,0,"@SouthwestAir Disappointed in the FAA ""regulation"" you have 2 furnish proof of age 4 toddler. Thx for the unnecessary headache. #flyUnited",,2015-02-21 17:39:22 -0800,Ohio & Kentucky, 569309777567875075,positive,1.0,,,Southwest,,PeteGiovine,,0,@SouthwestAir I love you Southwest. I accept all your flight attendants and their many talents always! #flySWA,,2015-02-21 17:36:42 -0800,,Alaska 569308881438052352,negative,0.6695,Can't Tell,0.3541,Southwest,,scoobydoo9749,,0,@SouthwestAir Am I flying on Spirit air?,,2015-02-21 17:33:09 -0800,"Tallahassee, FL",America/Chicago 569308552671707136,negative,1.0,Lost Luggage,1.0,Southwest,,scoobydoo9749,,0,"@SouthwestAir 9 hrs in Baltimore, still not going to get my baggage to greenville w me. This is just unbelievable.","[39.1766573, -76.669424]",2015-02-21 17:31:50 -0800,"Tallahassee, FL",America/Chicago 569306524155310080,positive,0.6768,,0.0,Southwest,,kolak_jason,,0,"@SouthwestAir @TMadCLE Flying with you in April, first time on southwest. Can't wait!!! Flew American airlines last time. Was meh.",,2015-02-21 17:23:47 -0800,,Atlantic Time (Canada) 569305311007399936,negative,1.0,Lost Luggage,0.6768,Southwest,,_crazdan,,0,@SouthwestAir baggage claim has already changed 2x...most recent had 3 bags come out and then stop...claim team has no idea what's going on,,2015-02-21 17:18:57 -0800,, 569304845091524608,neutral,0.6738,,,Southwest,,Sluggohill,,0,@SouthwestAir Just sent DM with confirmation number and passenger name on SWA 3104 MCO->CMH,,2015-02-21 17:17:06 -0800,Columbus OH, 569304533140185088,negative,1.0,Can't Tell,0.6711,Southwest,,VinceEgan,,0,@SouthwestAir Flight 3336 - why do multiple tracking sites have more up to date info than SWA's app and website?,,2015-02-21 17:15:52 -0800,"Hudson, NH",Eastern Time (US & Canada) 569302780013355008,negative,1.0,Cancelled Flight,0.6591,Southwest,,Sluggohill,,0,@SouthwestAir @PoteetTJ had to fly @Delta MCO->CMH for $400 b/c we cldnt reach SWA to reroute SWA 3104 Cancelled Flightlation. Voucher wld help.,,2015-02-21 17:08:54 -0800,Columbus OH, 569301668904329216,negative,1.0,Can't Tell,1.0,Southwest,,Laughable_con,,0,@SouthwestAir you are the worst airline. Congrats!!,,2015-02-21 17:04:29 -0800,, 569301386262745089,neutral,1.0,,,Southwest,,dcoadavon,,0,"@SouthwestAir Have a cup coffee and relax while you check out the New Deals and Promotions at Avon, twice a month at Doug @dcoadavon",,2015-02-21 17:03:22 -0800,San Diego, 569301244948324353,positive,0.6622,,,Southwest,,scpetrel,,0,@SouthwestAir I'll do that. Can't DM until you follow me. Thanks!,,2015-02-21 17:02:48 -0800,"Charleston, SC",Eastern Time (US & Canada) 569296792426295297,negative,1.0,Late Flight,1.0,Southwest,,bsjuts,,0,@SouthwestAir now our pilots timed out...#getmeoutofhere,,2015-02-21 16:45:06 -0800,Nebraska ,Central Time (US & Canada) 569296707982221312,positive,1.0,,,Southwest,,FullMetalRock,,0,@SouthwestAir Thanks for sending my kid to the #DestinationDragons concert Vegas @Imaginedragons So awesome! http://t.co/G9b6e0a2sZ,,2015-02-21 16:44:46 -0800,AREA 51 NEVADA ,Eastern Time (US & Canada) 569293537864499200,negative,1.0,Can't Tell,1.0,Southwest,,Tom_Fili,,2,@SouthwestAir my rating for Southwest -9 on s scale of 1 to 10,,2015-02-21 16:32:11 -0800,"Havertown, Pa.",Eastern Time (US & Canada) 569293499968950272,negative,1.0,Customer Service Issue,1.0,Southwest,,BigSho31,,0,@SouthwestAir we are trying to fly back from Orlando to BWI. The website has crashed and no one answered the phone. #HELP,"[28.43278708, -81.46990923]",2015-02-21 16:32:02 -0800,,Eastern Time (US & Canada) 569292859909672960,positive,0.6519,,0.0,Southwest,,puertotexan,,0,@SouthwestAir Yes! Just a few minutes after my tweet. She was able to reschedule her flight. Thanks!,,2015-02-21 16:29:29 -0800,"Houston, Texas", 569292280000962561,negative,1.0,longlines,0.3441,Southwest,,Murocker,,0,@southwestair please help us check in... i never expected you to make travel painful... just like the rest all of a sudden...#intlcheckin#,,2015-02-21 16:27:11 -0800,"Buffalo, NY",Eastern Time (US & Canada) 569292068981510144,negative,1.0,Bad Flight,0.3763,Southwest,,blindref19,,0,@SouthwestAir can't fly in precipitation and @Delta has planes that don't work after 5. 3rd airline had better be a charm tomorrow.,,2015-02-21 16:26:20 -0800,Joe Louis Arena/Goggin Ice Ctr,Eastern Time (US & Canada) 569291509305970688,negative,1.0,Bad Flight,0.6667,Southwest,,DrShelleySFF,,0,"@SouthwestAir went to front restroom on plane, on sink sign that said no water, use hand sanitizer. First time I've ever seen that. GROSS!",,2015-02-21 16:24:07 -0800,San Diego,Pacific Time (US & Canada) 569288530419175424,negative,1.0,Customer Service Issue,0.3363,Southwest,,mollywynne,,0,@SouthwestAir wifi on my plane but I gotta pay for it? Help your broke homegirl out✈️📱,,2015-02-21 16:12:17 -0800,Aspiring Disney princess✨,Eastern Time (US & Canada) 569288268530917376,negative,1.0,Customer Service Issue,0.6989,Southwest,,AhamayIkuzus,,0,@SouthwestAir yep after two hours and thirty minutes,,2015-02-21 16:11:14 -0800,St Louis,Central Time (US & Canada) 569288008144330752,negative,1.0,Customer Service Issue,0.6813,Southwest,,Murocker,,0,@SouthwestAir hey... Why don't you add the intl number to your error when checking in. Going on 6 hrs looking for a way to checkin. #cancun,,2015-02-21 16:10:12 -0800,"Buffalo, NY",Eastern Time (US & Canada) 569286897404669953,negative,1.0,Customer Service Issue,0.6821,Southwest,,cleordz,,0,.@SouthwestAir I finally hung up after 2 hours and was not able to get the flight I needed. #stuckintampa 😞,,2015-02-21 16:05:47 -0800,"Washington, DC/Austin, Texas", 569285269981167616,negative,1.0,Lost Luggage,1.0,Southwest,,JeremyLittau,,0,@SouthwestAir My wife needs help. She is stranded in Chicago and can't get out until Monday. They won't find her bag because volume too high,,2015-02-21 15:59:19 -0800,"Lehigh Valley, PA",Eastern Time (US & Canada) 569285184605986816,negative,1.0,Customer Service Issue,1.0,Southwest,,sailorchick9705,,0,@SouthwestAir I was on hold for two hours and finally hung up. I was able to do what I needed to without customer service eventually.,,2015-02-21 15:58:59 -0800,CT, 569282844155125761,negative,1.0,Lost Luggage,1.0,Southwest,,walmartpimp19,,0,@SouthwestAir I'm here @ChicagoMidway airport. I've waited 3 hours for my bag. No one knows shit. Mgmt knows nothing. #Very mad customer,,2015-02-21 15:49:41 -0800,Colorado , 569282410170314753,negative,1.0,Cancelled Flight,1.0,Southwest,,jewboy__Q,,0,@SouthwestAir how you gonna Cancelled Flight my flight but run flights at the exact same time? Cmon fam,,2015-02-21 15:47:57 -0800,,Atlantic Time (Canada) 569282355904548864,negative,1.0,Customer Service Issue,1.0,Southwest,,ChristineFlores,,0,@SouthwestAir Thank you ^AH. Still wish someone picked up the phone - 3hrs- dead phone. Taking your tweet as a refund confirmation.,,2015-02-21 15:47:45 -0800,,Central Time (US & Canada) 569279532261203968,neutral,1.0,,,Southwest,,jamescalderwood,,0,@SouthwestAir The Opal Dragon book The Dragon (ALI) has woven his murdering ways from the Philippines to Australia http://t.co/c9p2ioSphM,"[0.0, 0.0]",2015-02-21 15:36:31 -0800,South Australia, 569277813280415744,negative,1.0,Cancelled Flight,0.3453,Southwest,,stormecharette,,0,@SouthwestAir had to Cancelled Flight my flight because my Cavalli calves was interfering with the onboard equipment.,,2015-02-21 15:29:42 -0800,Maine,Eastern Time (US & Canada) 569277512892551168,positive,1.0,,,Southwest,,goodchrism,,0,@SouthwestAir Gate attendant at McCarran C16 (Vegas to Dallas) went above and beyond. After a long day of frustration it was welcome.,,2015-02-21 15:28:30 -0800,"Boston, MA",Eastern Time (US & Canada) 569276864260255745,negative,1.0,Bad Flight,0.365,Southwest,,gokben,,0,@SouthwestAir please refund my ticket. What a terrible experience. #southwestfail,,2015-02-21 15:25:55 -0800,"Memphis, TN",Central Time (US & Canada) 569276734798893056,positive,0.6813,,,Southwest,,SdubKatz,,0,"@SouthwestAir three cheers to your Denver staff. Don't know if we will get out but they're keeping us smiling. http://t.co/RX8z53M7yy",,2015-02-21 15:25:24 -0800,"Austin, Texas ", 569276042491211777,negative,1.0,Customer Service Issue,0.6656,Southwest,,TiscarenoMark,,0,@SouthwestAir Conf #8Q6MFD Finally got through & told the flight was completely booked. That would have been better info than advise 2 call,,2015-02-21 15:22:39 -0800,, 569275249725870080,negative,1.0,Lost Luggage,1.0,Southwest,,goodchrism,,0,@SouthwestAir lost bag on flight to Vegas. Now to El Paso. Going to Dallas love. Gate attendant said see if can coordinate to get it to Love,,2015-02-21 15:19:30 -0800,"Boston, MA",Eastern Time (US & Canada) 569274600196075520,negative,1.0,Late Flight,0.607,Southwest,,AzeenaW,,0,@SouthwestAir breaking my heart at BWI 9 hrs @business,,2015-02-21 15:16:55 -0800,,Atlantic Time (Canada) 569273769652576256,negative,1.0,Customer Service Issue,1.0,Southwest,,ChristineFlores,,0,"@SouthwestAir Officially a customer support game of wills... 2hr30 on hold... Who's the loser here? Oh yeah, that's me.",,2015-02-21 15:13:37 -0800,,Central Time (US & Canada) 569273733334077440,negative,1.0,Customer Service Issue,0.7715,Southwest,negative,nealmo,Customer Service Issue,0,"@SouthwestAir also, gave up after 1 hr 32 minutes on hold. Maybe put a few more people on it?",,2015-02-21 15:13:29 -0800,,Central Time (US & Canada) 569273409252827137,negative,1.0,Lost Luggage,1.0,Southwest,,nealmo,,0,@SouthwestAir 3 + hrs w/out bags being returned to us after flight 2464 Cancelled Flightled. Maybe put a couple people on it?,,2015-02-21 15:12:12 -0800,,Central Time (US & Canada) 569273375954243584,negative,1.0,Cancelled Flight,0.6523,Southwest,,like_a_toaster,,0,@SouthwestAir I had to switch airlines and eat the difference (which was not insubstantial) and Cancelled Flight all plans for sat & sun :(,,2015-02-21 15:12:04 -0800,St. Louis,Central Time (US & Canada) 569273230579478529,positive,1.0,,,Southwest,,TimothyJWMusic,,0,@SouthwestAir Great #BlackHistoryMonth commercial! Thx! #ATL #singer #musician #life #BlackLivesMatter,,2015-02-21 15:11:29 -0800,Atlanta,Eastern Time (US & Canada) 569271529386745856,negative,1.0,Can't Tell,0.3466,Southwest,,Nicks_Ellas,,0,@SouthwestAir well I'm not sure what there is you can do. The bad experience had already been had,,2015-02-21 15:04:43 -0800,,Atlantic Time (Canada) 569269761240010752,neutral,1.0,,,Southwest,,AscendUTD,,0,"@SouthwestAir is now recruiting for Fall 15, Spring 16 Internships. 2/23/15, 5- 6pm @JindalCMC Davidson Auditorium(1.118) #JSOM #UTDallas",,2015-02-21 14:57:42 -0800,"Dallas, TX",Eastern Time (US & Canada) 569268243854192640,negative,1.0,Cancelled Flight,0.6468,Southwest,,LWills305,,0,@SouthwestAir There is no way that I am getting back on a plane with your airline. I will be calling to get a refund. As I drive 17 hrs home,,2015-02-21 14:51:40 -0800,, 569267194028298241,negative,1.0,Customer Service Issue,1.0,Southwest,,ChristineFlores,,0,"@SouthwestAir AH - did DM, no reply. On hold now over 2hrs. Just spent over $1k to get a United flight tmrw to get home. #lame",,2015-02-21 14:47:30 -0800,,Central Time (US & Canada) 569266206596734976,positive,1.0,,,Southwest,,LRBurbs,,0,@SouthwestAir replacing @vitaminwater with beer! Bravo!👏👏 Cheers! 🍻🍻 @Leinenkugels @DosEquis @FatTire,,2015-02-21 14:43:34 -0800,chicago,Central Time (US & Canada) 569264328186179584,negative,1.0,Cancelled Flight,0.6715,Southwest,,amy_ginsburg,,0,@SouthwestAir reservation (FEHQNE) 21FEB15 | DCA-RSW. Want refund not credit for Cancelled Flightled flight please.,,2015-02-21 14:36:06 -0800,"North Bethesda, MD",Atlantic Time (Canada) 569264118219214848,negative,1.0,Late Flight,1.0,Southwest,,chuxtina,,0,@SouthwestAir okay I understand a delay one way. But both ways? C'mon #annoyed #flights,"[36.15093569, -115.27959887]",2015-02-21 14:35:16 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569263177784905729,positive,0.6421,,,Southwest,,Punkasswill,,0,@SouthwestAir i hope i can be apart of the team with this job opening!,,2015-02-21 14:31:32 -0800,Nwps CA.,Alaska 569262517333196800,negative,0.7036,Customer Service Issue,0.7036,Southwest,,scunning16,,0,@SouthwestAir yes. Hung up and called a different number.,,2015-02-21 14:28:55 -0800,Ohio, 569262088008417280,negative,0.6989,longlines,0.3548,Southwest,,sfmurray1950,,0,@SouthwestAir Flight 2646. Four hours in the plane on the ground at BWI.,"[39.17692138, -76.66929304]",2015-02-21 14:27:12 -0800,"Helena-West Helena, AR",Central Time (US & Canada) 569262065988308993,neutral,0.6721,,0.0,Southwest,,clchev,,0,@SouthwestAir How can you get your TSA traveler ID added to your boarding pass? Why would it not be included as TSA precheck? Flying tomorro,,2015-02-21 14:27:07 -0800,Upstate New York, 569261068050141184,negative,0.6966,Late Flight,0.6966,Southwest,,desh9583,,0,"@SouthwestAir - Hi. My flight confirmation # is fwwe7f. We are currently stuck in Norfolk, Va. Trying to get to LGA in NYC. Ant updates? Thx",,2015-02-21 14:23:09 -0800,, 569261053927919616,negative,1.0,Customer Service Issue,0.6574,Southwest,,LWills305,,0,@SouthwestAir Worst customer service ever. You Cancelled Flightled my connecting flight to NY hours ago & didn't tell me. Now I'm stuck in Tampa.,,2015-02-21 14:23:06 -0800,, 569260462606569473,neutral,1.0,,,Southwest,,jvancequ,,0,@SouthwestAir i like to see if i can change flight plz help thx,,2015-02-21 14:20:45 -0800,, 569260280687005697,negative,1.0,Cancelled Flight,1.0,Southwest,,jvancequ,,0,@SouthwestAir are ur flight still Cancelled Flight from nashville tn today and tomorrow to Dallas TX? I been waiting on phone to ur office for 40 min.,,2015-02-21 14:20:01 -0800,, 569259858882662401,negative,1.0,Cancelled Flight,1.0,Southwest,,juicereddi,,0,@SouthwestAir you Cancelled Flightled my flight to EWR. Flt 3076. U also Cancelled Flightled flights to LGA. Yet @united is flying on time to both. WTH??,,2015-02-21 14:18:21 -0800,New York,Pacific Time (US & Canada) 569259645019275264,negative,1.0,Can't Tell,0.6448,Southwest,,duhhhLilah,,0,@SouthwestAir why are you literally the worst?,,2015-02-21 14:17:30 -0800,New Orleans,Central Time (US & Canada) 569259613041897473,negative,0.6526,Flight Booking Problems,0.6526,Southwest,,duhhhLilah,,0,@SouthwestAir why can't i reschedule my flight online?,,2015-02-21 14:17:22 -0800,New Orleans,Central Time (US & Canada) 569259515398504449,negative,1.0,Customer Service Issue,1.0,Southwest,,duhhhLilah,,0,"@SouthwestAir change your hold music, going on hour 3 and i'm about to loose it",,2015-02-21 14:16:59 -0800,New Orleans,Central Time (US & Canada) 569259404589191168,negative,1.0,Customer Service Issue,1.0,Southwest,,duhhhLilah,,0,@SouthwestAir please please please answer the phone. . .,,2015-02-21 14:16:33 -0800,New Orleans,Central Time (US & Canada) 569259333197930498,negative,1.0,Customer Service Issue,1.0,Southwest,,duhhhLilah,,0,@SouthwestAir did anyone come into work today? u should have all the pilots and flight attendants answer phones if no one is flying,,2015-02-21 14:16:16 -0800,New Orleans,Central Time (US & Canada) 569259238989688833,negative,1.0,Late Flight,0.3488,Southwest,,desh9583,,0,@SouthwestAir - holding us hostage for about an hour with no updates if they are taking us to NY or not. What's going @southwestair,,2015-02-21 14:15:53 -0800,, 569259056017178624,negative,1.0,Late Flight,0.6543,Southwest,,annemoriarity,,0,"@SouthwestAir I always brag about ur service, but very disappointed today. Apparently I'll be sleeping on floor of Dallas airport tonight 👎",,2015-02-21 14:15:09 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569258359670644736,negative,1.0,Can't Tell,1.0,Southwest,,scoobydoo9749,,0,@SouthwestAir the ball has been dropped. My snowboard will not be making it to my destination. #totalfail #letdown,"[39.1799072, -76.6704455]",2015-02-21 14:12:23 -0800,"Tallahassee, FL",America/Chicago 569258009320419330,negative,1.0,Can't Tell,0.6591,Southwest,,MyGuitarSS,,0,"@SouthwestAir you are failing! Diverted, stuck and no communication! Make a decision and let us go!!!! 😞😡 flight #4229",,2015-02-21 14:11:00 -0800,,Quito 569257918815539200,negative,1.0,Customer Service Issue,0.6559999999999999,Southwest,,Shugnussy,,0,"@SouthwestAir I have sent the DM, should I continue to wait on hold with a rep, or will you be servicing me here?",,2015-02-21 14:10:38 -0800,"Liberty Lake, WA",Pacific Time (US & Canada) 569257626715889664,positive,1.0,,,Southwest,,suezquesteen,,0,"@SouthwestAir I made it! Heading to Denver, and your employees really are as pleasant as I just told someone your application asks. Thanks!",,2015-02-21 14:09:29 -0800,"Murfreesboro, TN",Central Time (US & Canada) 569256107186782209,neutral,0.3754,,0.0,Southwest,,scoobydoo9749,,0,@SouthwestAir but if my bag makes it with me to Greenville tonight then all is forgiven. #HighHopes,"[39.1798687, -76.6707032]",2015-02-21 14:03:26 -0800,"Tallahassee, FL",America/Chicago 569255845394952192,negative,0.6198,longlines,0.3265,Southwest,,Shugnussy,,0,@SouthwestAir I'm just calling to Cancelled Flight a flight. I already rebooked it on another card. Just need to Cancelled Flight the previous reservation.,,2015-02-21 14:02:24 -0800,"Liberty Lake, WA",Pacific Time (US & Canada) 569255493610442752,negative,1.0,Customer Service Issue,0.355,Southwest,,VenessaFaith,,0,@SouthwestAir can you please DM me who I can speak with regarding my receipts and who I can email a presidential level complaint,,2015-02-21 14:01:00 -0800,"Rochester, NY",Atlantic Time (Canada) 569255280275369984,negative,1.0,Customer Service Issue,1.0,Southwest,,coreysexson,,0,@SouthwestAir IND website says contact airline for flight 899 tomorrow to ATL. On hold for over an hour. Can you give me any more info?,,2015-02-21 14:00:09 -0800,Indianapolis,Eastern Time (US & Canada) 569254331725139968,neutral,0.6733,,,Southwest,,dragons_arelife,,0,"@SouthwestAir hey southwest! Can I see @Imaginedragons in Atlanta? My friend has never been there, loves them, and he is from Taiwan!",,2015-02-21 13:56:23 -0800,City of Angels,Pacific Time (US & Canada) 569254020457635840,negative,1.0,Lost Luggage,1.0,Southwest,,scoobydoo9749,,0,@SouthwestAir not at all. Rerouted to snowy BWI been trying to figure out how to get out of here. Now dealing with more baggage troubles.,"[39.1799094, -76.6709767]",2015-02-21 13:55:09 -0800,"Tallahassee, FL",America/Chicago 569252529596297217,negative,1.0,Customer Service Issue,0.6822,Southwest,,abbeymcole,,0,@SouthwestAir officially on hold for 2 hours!,,2015-02-21 13:49:13 -0800,Kansas City,Central Time (US & Canada) 569251768770502656,negative,0.6906,Can't Tell,0.3457,Southwest,,tlwbarnett,,0,@SouthwestAir not letting me DM. # is FSZ4YO,,2015-02-21 13:46:12 -0800,"Lockport, NY",Eastern Time (US & Canada) 569250912784519168,negative,1.0,Cancelled Flight,1.0,Southwest,,Tom_Fili,,2,@SouthwestAir flight to PHL from FLL Cancelled Flighted 2/21 no flight available until 2/24 done with SW. They are a pain to deal with,,2015-02-21 13:42:48 -0800,"Havertown, Pa.",Eastern Time (US & Canada) 569250842894733312,negative,1.0,Cancelled Flight,0.6652,Southwest,,darreneyster,,0,@SouthwestAir we were rebooked on the 5:05 out of MDW. Some drink coupons could help!,,2015-02-21 13:42:31 -0800,"Chicago, IL",Central Time (US & Canada) 569250176369471489,negative,1.0,Customer Service Issue,0.6566,Southwest,,tlwbarnett,,0,"@SouthwestAir Booked 6mos early, paid for Early check in, was ASSIGNED boarding #, here 3hrs early and you deleted me in error?! #LAS2BUF",,2015-02-21 13:39:52 -0800,"Lockport, NY",Eastern Time (US & Canada) 569250085516681216,neutral,1.0,,,Southwest,,mcleanrs,,0,"@SouthwestAir I know where that is! Alas I live far, far away now. #Books",,2015-02-21 13:39:31 -0800,"Provo, Utah",Pacific Time (US & Canada) 569248904866336768,negative,1.0,Cancelled Flight,1.0,Southwest,,Tom_Fili,,2,@SouthwestAir flight to PHL from FLL Cancelled Flighted 2/21 no flight available until 2/24 done with SW.,,2015-02-21 13:34:49 -0800,"Havertown, Pa.",Eastern Time (US & Canada) 569248702092541952,negative,1.0,Customer Service Issue,1.0,Southwest,,jamiemager,,0,@SouthwestAir could you add me to that list? Been on hold for an hour 15,,2015-02-21 13:34:01 -0800,, 569248055817404416,negative,1.0,Cancelled Flight,1.0,Southwest,,abbeymcole,,0,@SouthwestAir My flight to KC has been Cancelled Flighted and the next available isn't till Tuesday?! What am I supposed to do for 3 nights?????,,2015-02-21 13:31:27 -0800,Kansas City,Central Time (US & Canada) 569247724496822272,negative,1.0,Customer Service Issue,1.0,Southwest,,TheWaynePyle,,0,@SouthwestAir has the absolute worst customer service when trying to reach them by phone.,,2015-02-21 13:30:08 -0800,California,Pacific Time (US & Canada) 569247351392616448,negative,1.0,Late Flight,0.6236,Southwest,,heroestoheroes,,0,@SouthwestAir on hold for 45 mins. Anyone hv a connection at SW or at another airline to get from CHI n Columbus to EWR in am?,,2015-02-21 13:28:39 -0800,"Fort Lee, NJ", 569245091602124800,negative,1.0,Customer Service Issue,1.0,Southwest,,BrysonJennings,,0,"@SouthwestAir coming up on 2hrs on, still haven't spoken to a rep",,2015-02-21 13:19:40 -0800,South Carolina/Nashville,Quito 569244182155534336,negative,1.0,Cancelled Flight,1.0,Southwest,,SenseofFamily,,0,@SouthwestAir My son's flight was Cancelled Flightled today. I was on hold 2+ hours to no avail. Can you help me rebook?,,2015-02-21 13:16:03 -0800,Central Ohio,Eastern Time (US & Canada) 569243229138202624,negative,0.6334,Cancelled Flight,0.6334,Southwest,,hoffmanrich,,0,@SouthwestAir flight 4040 atl to lga Cancelled Flightled any suggestions how to get home?,,2015-02-21 13:12:16 -0800,"Long Island, NY",Eastern Time (US & Canada) 569242876909109248,negative,1.0,Customer Service Issue,0.6779999999999999,Southwest,,jamiemager,,0,@SouthwestAir is Flight 3113 OMA>DEN on 2/21 actually Cancelled Flightled? Been on hold for over an hour and your website says conflicting messages,,2015-02-21 13:10:52 -0800,, 569242798953594880,negative,1.0,Cancelled Flight,1.0,Southwest,,inspiration4ppl,,0,@SouthwestAir Hi I just got a message that part of my flights is Cancelled Flightled. I can't rebook online and nobody answers my phone call. Help me,,2015-02-21 13:10:33 -0800,"명동서식 37.56638,126.984994",Seoul 569242715759779840,negative,1.0,Late Flight,0.6605,Southwest,,tbuccheri,,0,"@SouthwestAir, sev ppl im my office received an apology and 2k. FF miles for this delay, only apologize to select ppl? I got nothing..",,2015-02-21 13:10:14 -0800,,Central Time (US & Canada) 569242689348071425,negative,1.0,Customer Service Issue,0.6912,Southwest,,RyanDuncanPT,,0,".@SouthwestAir Yes, total of 4 hours on hold. With all the Cancelled Flightlations, one would think there would be more staff. Decided to cx and drive",,2015-02-21 13:10:07 -0800,"St. Louis, MO",Central Time (US & Canada) 569242665956610048,negative,1.0,Customer Service Issue,0.7158,Southwest,,Lozano_dc,,0,@SouthwestAir don't you think a 4hr wait time to speak to an actual agent is ridiculous?! My flight was Cancelled Flightled this morning! #Getyourlife,,2015-02-21 13:10:02 -0800,,Eastern Time (US & Canada) 569239823820705793,negative,1.0,Customer Service Issue,1.0,Southwest,,heroestoheroes,,0,@SouthwestAir 2 wounded vets stuck. Hv trouble with agent help. On hold and no answer on Twitter. Pls respond,,2015-02-21 12:58:44 -0800,"Fort Lee, NJ", 569238014418944000,negative,1.0,Late Flight,1.0,Southwest,,AugmentReality_,,0,@SouthwestAir #3252 Manchester-BWI being delayed for one idiot who isn't on the plane?! We've waited 2 hours for our window and may miss it,,2015-02-21 12:51:33 -0800,,Eastern Time (US & Canada) 569237713016229888,negative,0.6436,Late Flight,0.6436,Southwest,,heroestoheroes,,0,@SouthwestAir hv wounded vet stuck in Chi. He's traveling to NY 4 healing. Need fly ny Late Flightst AM by 9 2 catch intl flt. Help!,,2015-02-21 12:50:21 -0800,"Fort Lee, NJ", 569236557367939072,positive,1.0,,,Southwest,,polaroiddragons,,1,@SouthwestAir I just wanna say you're incredible for sending people to see their idols. Sooooo kind and amazing💖 #DestinationDragons,,2015-02-21 12:45:45 -0800,Texas,Central Time (US & Canada) 569235727558447105,negative,1.0,Cancelled Flight,0.6569,Southwest,,AmberCraig,,0,@SouthwestAir 3 flights Cancelled Flightled today. Now we have been on hold for over an hour!,,2015-02-21 12:42:27 -0800,, 569235155061227520,negative,1.0,Late Flight,0.6327,Southwest,,bsjuts,,0,"@SouthwestAir really this is getting worse as the day goes on. Late Flight leaving then had to be diverted, and now sitting on the tarmac in VA.",,2015-02-21 12:40:11 -0800,Nebraska ,Central Time (US & Canada) 569234924785414145,negative,1.0,Customer Service Issue,1.0,Southwest,,bokkagroup,,0,"@SouthwestAir @CallMeStanley7 And bring back the ""Agent will call you back..."" feature. Why was that ever discontinued???",,2015-02-21 12:39:16 -0800,"Denver, CO",Mountain Time (US & Canada) 569234280632754176,positive,0.6429,,,Southwest,,DrMikeDevlin,,0,"@SouthwestAir THANK YOU. I left my iPad on a plane, filled out a lost and found form. Yall found it and shipped it back. Thank you #flySW",,2015-02-21 12:36:43 -0800,"Chicago, IL",Central Time (US & Canada) 569233955951480832,neutral,0.6576,,0.0,Southwest,,tausdad,,0,"@SouthwestAir hi, can you please tell me why today's flights from Chicago to DIA were Cancelled Flightled? Thanks!",,2015-02-21 12:35:25 -0800,"Denver, CO, USA",Mountain Time (US & Canada) 569233400592257024,negative,1.0,Customer Service Issue,0.6942,Southwest,,Raymance23,,0,@SouthwestAir any particular reason it's 20+ minutes and counting to speak to a human being?,,2015-02-21 12:33:13 -0800,NYC/Columbus/Chicago,Eastern Time (US & Canada) 569232776454483969,negative,1.0,Cancelled Flight,1.0,Southwest,,EflemmEric,,0,"@SouthwestAir standing in Las Vegas and our flight says on time, but reps are telling us that all flights to Denver are Cancelled Flightled. HELP",,2015-02-21 12:30:44 -0800,, 569232748663214080,neutral,1.0,,,Southwest,,LIMacArthur,,0,@SouthwestAir and @USAirways have Cancelled Flightled flights after 525 pm today due to winter storm. Travelers urged to contact carrier for info.,,2015-02-21 12:30:37 -0800,"Ronkonkoma, NY",Quito 569232738655412225,negative,1.0,Flight Booking Problems,0.6677,Southwest,,delal,,0,@SouthwestAir is there any estimate on when the holding for you online will end? I'm at an hour and forty minutes now. I need to rebook!!!,,2015-02-21 12:30:35 -0800,"Salt Lake City, Utah",Mountain Time (US & Canada) 569231300843970561,negative,0.6648,Late Flight,0.3457,Southwest,,hamiltos777,,0,"@SouthwestAir sitting in Baltimore. Finish taxi and approved to takeoff. Oops, not enough fuel. #Fail #45minflight #been3hours",,2015-02-21 12:24:52 -0800,"Douglas, MA", 569230652433936384,positive,1.0,,,Southwest,,YahooSchwab,,0,"@SouthwestAir Sent your way, thanks for the help.",,2015-02-21 12:22:17 -0800,Denver,Mountain Time (US & Canada) 569229483288317952,neutral,1.0,,,Southwest,,Kbono91,,0,@SouthwestAir Any chance there's a few seats open from DEN to DAL this afternoon?,,2015-02-21 12:17:39 -0800,, 569229056362876928,negative,1.0,longlines,0.3763,Southwest,,jaheard1,,0,@SouthwestAir the wait for the bags is longer than the actual flight.,,2015-02-21 12:15:57 -0800,Virginia,Quito 569228870177591298,negative,0.6739,Cancelled Flight,0.6739,Southwest,,HaleyKateB,,0,"@SouthwestAir Sure was, with @Delta looks like I'll make my birthday celebration after all.",,2015-02-21 12:15:13 -0800,"Branson, MO",Central Time (US & Canada) 569228788481069057,negative,1.0,Lost Luggage,1.0,Southwest,,jaheard1,,0,@SouthwestAir Where the heck are the bags for Chicago 408. It has been an hour,,2015-02-21 12:14:53 -0800,Virginia,Quito 569228110937202688,neutral,1.0,,,Southwest,,jdbuller,,0,"@SouthwestAir departing MDW it's cold 26F, windy with snow on the ground for sunny and 70F las vegas @LASairport http://t.co/2IR7ynMBdU",,2015-02-21 12:12:12 -0800,Chicagoland, 569227063300718593,neutral,1.0,,,Southwest,,jaretgordon,,0,"@SouthwestAir can u follow so I can DM a confirmation number I need confirmed to Cancelled Flight? I will call to confirm Monday for refund",,2015-02-21 12:08:02 -0800,,Central Time (US & Canada) 569226723738324992,negative,0.6559,Can't Tell,0.3548,Southwest,,jaretgordon,,0,@SouthwestAir no. Told to call cust service on monday,,2015-02-21 12:06:41 -0800,,Central Time (US & Canada) 569226248393662464,negative,1.0,Customer Service Issue,0.6335,Southwest,,zslick99,,0,@SouthwestAir why are the ticketing lines in Las Vegas so unorganized?? Mass craziness. Half of the ticketing stations unmanned.,,2015-02-21 12:04:47 -0800,, 569226157901684736,neutral,0.6917,,0.0,Southwest,,YahooSchwab,,0,@SouthwestAir I actually could use a slight tweak to my return - not leaving here now til Monday -any way I can skip calling for that?,,2015-02-21 12:04:26 -0800,Denver,Mountain Time (US & Canada) 569226128168062976,negative,1.0,Customer Service Issue,0.6737,Southwest,,lynnhambutler,,0,@SouthwestAir fl 4158 Cancelled Flightled from Dallas to Austin. No one answering 800#. Need help.,,2015-02-21 12:04:19 -0800,, 569225563417620480,negative,1.0,Customer Service Issue,0.6478,Southwest,,TrishaBug72,,0,@SouthwestAir been on hold for 30 min trying to rebook my flight you Cancelled Flightled. Help?!,,2015-02-21 12:02:04 -0800,in ur base killin ur tw33tz,Quito 569225489329598464,negative,1.0,Cancelled Flight,0.6882,Southwest,,like_a_toaster,,0,@southwestair y'all just Cancelled Flightled the flight i rebooked after 1st was Cancelled Flightled. help? I need to be in nyc. schedule more flights tomorrow!,,2015-02-21 12:01:47 -0800,St. Louis,Central Time (US & Canada) 569225412540174336,neutral,0.6552,,0.0,Southwest,,SLCVeganista,,0,@SouthwestAir microsecond too Late Flight so very very sad 😂😂😂😂😂😭😭😭😭😢😢😢😢,,2015-02-21 12:01:28 -0800,,Central Time (US & Canada) 569225196386660352,negative,1.0,Customer Service Issue,0.6978,Southwest,,Chris_5Thompson,,0,@SouthwestAir my wife is trying to get a group of clients to their destination and just got disconnected after2 hours holding. Help.,,2015-02-21 12:00:37 -0800,,Eastern Time (US & Canada) 569225085330071554,neutral,1.0,,,Southwest,,NinaDESell,,0,@SouthwestAir could u put one here in Baltimore? http://t.co/vLCI2KV1IP,,2015-02-21 12:00:10 -0800,, 569224755426930689,negative,1.0,Customer Service Issue,1.0,Southwest,,aroundsville,,0,"@SouthwestAir very confusing to receive ""your trip is around the corner!"" email when I already Cancelled Flightled the flight",,2015-02-21 11:58:52 -0800,, 569223862941929472,positive,0.6778,,,Southwest,,SouthwestAir,,7,@SouthwestAir y'all are fast we already have our 5 winners! Congrats!!,,2015-02-21 11:55:19 -0800,"Dallas, Texas",Central Time (US & Canada) 569223781593403392,neutral,1.0,,,Southwest,,dillidalley,,0,@SouthwestAir have five people shown up yet,,2015-02-21 11:54:59 -0800,,Mountain Time (US & Canada) 569223447005433856,positive,1.0,,,Southwest,,Tyler226,,1,@SouthwestAir Left my computer on the plane. Two weeks Late Flightr they found it and sent it to me. #greatservice. #happy #customer,,2015-02-21 11:53:40 -0800,"Beverly Hills, CA 90212",Pacific Time (US & Canada) 569222729125253121,neutral,0.6766,,,Southwest,,KyleFogg82,,0,@SouthwestAir fortunately didn't have to. The flight took off on time.,,2015-02-21 11:50:48 -0800,"Indianapolis, IN",Atlantic Time (Canada) 569221828025167872,negative,1.0,Cancelled Flight,0.6913,Southwest,,cbuswolf,,0,@SouthwestAir placed on hold for total of two hours today after flight was Cancelled Flightled. Online option not available. What to do?,,2015-02-21 11:47:14 -0800,, 569221337077587968,neutral,1.0,,,Southwest,,nikkijbreeze,,0,@SouthwestAir no thanks,,2015-02-21 11:45:17 -0800,, 569221317486116864,negative,1.0,Customer Service Issue,0.6319,Southwest,,emilyalester,,0,@SouthwestAir I've been on hold for the last 2 hours - no progress #pleasehelp #stranded #whenitsnowsitpours #tgcyaLate Flightr,,2015-02-21 11:45:12 -0800,"washington, d.c.",Quito 569221213026971649,positive,1.0,,,Southwest,,Al_Pedrique,,0,@SouthwestAir That's an awesome library.,,2015-02-21 11:44:47 -0800,Volunteer State,Eastern Time (US & Canada) 569220096490483712,negative,1.0,Customer Service Issue,1.0,Southwest,,sgodsay,,0,"@SouthwestAir, answered right away for a new res, but can't rebook the people that were supposed to leave today? Worst customer service.",,2015-02-21 11:40:21 -0800,"Roxbury Crossing, MA",Quito 569219456506814464,negative,1.0,Bad Flight,0.7231,Southwest,,iLoveMakados,,0,@SouthwestAir horrible flight!,,2015-02-21 11:37:48 -0800,Sacramento,Pacific Time (US & Canada) 569219080080658432,neutral,0.6784,,,Southwest,,johnpneedham,,0,"@SouthwestAir flight 3899 HOU to MDW aboard a Boeing 73, boarded for an on-time 2PM departure. #WheelsUp #fb","[29.6526846, -95.2787367]",2015-02-21 11:36:18 -0800,"Spring, TX, Chicago and others", 569218789834821632,negative,1.0,longlines,1.0,Southwest,,Coco__Bee,,0,@SouthwestAir @ LAX is almost a mess. For some reason the express bag drop is slower than the full service line. http://t.co/ORY89eEGek,,2015-02-21 11:35:09 -0800,Bay Area,Pacific Time (US & Canada) 569217012980805632,neutral,1.0,,,Southwest,,joshkmm,,0,@SouthwestAir Any way that I can get a receipt for a Cancelled Flightled portion of a roundtrip flight? Used the flight voucher just need receipt.,,2015-02-21 11:28:06 -0800,"Kansas City, KS",Central Time (US & Canada) 569216546779705344,neutral,1.0,,,Southwest,,RCAther10,,0,@SouthwestAir Can I do the same thing as changing a ticket by Cancelled Flighting my current ticket & buying a replacement online?,,2015-02-21 11:26:14 -0800,"Littleton, CO",Mountain Time (US & Canada) 569215950597201921,negative,1.0,Customer Service Issue,0.6632,Southwest,,ChiefTimFitch,,0,@SouthwestAir How to I rebook on-line when it keeps telling me that it's a reserv number for a past date (this morning)? Holding for 2hrs.,,2015-02-21 11:23:52 -0800,"St. Louis, Missouri USA",Central Time (US & Canada) 569215124562554880,negative,1.0,Customer Service Issue,1.0,Southwest,,RomanMedia,,0,"@SouthwestAir Been on hold over 90 minutes. You can fly, but not answer the phone?",,2015-02-21 11:20:35 -0800,San Diego, 569215035089690624,positive,0.7158,,0.0,Southwest,,ItsDTruth,,0,@SouthwestAir thanks so much just had to make a Cancelled Flightlation! I've sent u the info.,,2015-02-21 11:20:14 -0800,North Texas,Central Time (US & Canada) 569212457706782720,neutral,1.0,,,Southwest,,Dnovs,,0,@SouthwestAir thanks. What's your opinion on chances of getting in okay tomorrow?,,2015-02-21 11:10:00 -0800,Denver ,Eastern Time (US & Canada) 569212300265017345,negative,1.0,Cancelled Flight,1.0,Southwest,,jamiemager,,0,"@SouthwestAir I fly back to Omaha for my grandmothers funeral, you Cancelled Flight my return flight and dont bother to notify me. Thanks a lot.",,2015-02-21 11:09:22 -0800,, 569211825218318336,negative,1.0,Cancelled Flight,1.0,Southwest,,taylor_nacci,,0,@SouthwestAir you just Cancelled Flightled my flight home so you better get me a private jet or something. I need to get home now,"[26.52778866, -81.75533052]",2015-02-21 11:07:29 -0800,10/5/13,Eastern Time (US & Canada) 569211553930743809,negative,1.0,Bad Flight,0.6801,Southwest,,aluapekank,,0,@SouthwestAir Since when did it become ok for a passenger to save 3 rows of seats for people with a Late Flightr boarding position?how rude!,,2015-02-21 11:06:24 -0800,, 569210501059604480,negative,0.6793,Flight Booking Problems,0.6793,Southwest,,sgodsay,,0,@SouthwestAir can you provide direct assistance? My colleague and I cannot re-book b/c the ticket was booked via a corporate account. #help,,2015-02-21 11:02:13 -0800,"Roxbury Crossing, MA",Quito 569210406222344192,neutral,0.6196,,0.0,Southwest,,Dnovs,,0,@SouthwestAir flying back to Denver tomorrow. Should I rebook?,,2015-02-21 11:01:50 -0800,Denver ,Eastern Time (US & Canada) 569210394046275586,negative,0.6123,Cancelled Flight,0.6123,Southwest,,bullman29,,0,@SouthwestAir flight just Cancelled Flighted. Can you help me rebook?,,2015-02-21 11:01:48 -0800,"Washington, DC",Eastern Time (US & Canada) 569209306874122241,neutral,0.6663,,,Southwest,,RCAther10,,0,@SouthwestAir can you follow me so I can send the DM?,,2015-02-21 10:57:28 -0800,"Littleton, CO",Mountain Time (US & Canada) 569209051260678144,neutral,0.6759999999999999,,0.0,Southwest,,SebastianAC,,0,@SouthwestAir I never got my flight confirmation. I've been on hold for an hour and I can't get info online. What am I to do?,,2015-02-21 10:56:27 -0800,"Philadelphia, PA",Quito 569209016276004864,neutral,0.66,,0.0,Southwest,,jaretgordon,,0,@SouthwestAir follow for a DM please. Need to confirm a Cancelled Flighted reservation,,2015-02-21 10:56:19 -0800,,Central Time (US & Canada) 569208488217485312,negative,1.0,Can't Tell,0.3547,Southwest,,Tweeter_mom_,,0,"@SouthwestAir He is going to file a formal complaint, this should have never happened. Please direct us to the right department.",,2015-02-21 10:54:13 -0800,Florida,Eastern Time (US & Canada) 569208317408514048,negative,0.6737,Customer Service Issue,0.6737,Southwest,,RCAther10,,0,@SouthwestAir I am trying to change a ticket for travel on Monday that cannot be changed online. Anyway faster than waiting on hold? #anhour,,2015-02-21 10:53:32 -0800,"Littleton, CO",Mountain Time (US & Canada) 569208236487745536,negative,0.6765,Customer Service Issue,0.6765,Southwest,,jaretgordon,,0,@SouthwestAir have a prompt for consumers for prompt for customer service instead of having customers on hold for 1.5 hrs,,2015-02-21 10:53:13 -0800,,Central Time (US & Canada) 569208219072991233,negative,0.6923,Customer Service Issue,0.6923,Southwest,,Andieeejo,,0,@SouthwestAir 😅 you won't let me change my reservation online so now I'm just wasting my time. http://t.co/mHA3xXaeD5,,2015-02-21 10:53:09 -0800,, 569208051145650177,negative,1.0,Customer Service Issue,1.0,Southwest,,jaretgordon,,0,@SouthwestAir hire more customer service agents. And hour and a half is too long to hold,,2015-02-21 10:52:29 -0800,,Central Time (US & Canada) 569207912251289600,positive,1.0,,,Southwest,,rutty1221,,0,@SouthwestAir DM sent. Thanks for the help!,,2015-02-21 10:51:56 -0800,"San Diego, CA", 569207235953307648,negative,1.0,Customer Service Issue,1.0,Southwest,,sgodsay,,0,"@SouthwestAir, been on hold for an over an hour now - when can we expect some customer service? #disappointed",,2015-02-21 10:49:15 -0800,"Roxbury Crossing, MA",Quito 569207022597509120,negative,1.0,Cancelled Flight,0.6885,Southwest,,Jason_Penix,,0,"@SouthwestAir I'm upset because we were lied to. Was told ice on runway, but EVERY other carrier was able to fly. Airport confirmed no ice!",,2015-02-21 10:48:24 -0800,Indiana...Our Indiana,Eastern Time (US & Canada) 569206711443181569,positive,1.0,,,Southwest,,bgr1061,,0,@SouthwestAir @bgr1061 luv SWA myself and my employees use you always!!,"[38.90385896, -76.51625101]",2015-02-21 10:47:10 -0800,Austin, 569206447608877056,negative,0.6438,Can't Tell,0.6438,Southwest,,Tweeter_mom_,,0,@SouthwestAir What do you call that??!!,,2015-02-21 10:46:07 -0800,Florida,Eastern Time (US & Canada) 569206387483525120,neutral,0.6941,,0.0,Southwest,,stacymichael14,,0,@SouthwestAir now flight is book and I have to fly standby if they will allow me to check in before the flight takes off,,2015-02-21 10:45:52 -0800,, 569206183283843072,negative,0.65,Can't Tell,0.3609,Southwest,,Tweeter_mom_,,0,@SouthwestAir My husband is responding to him and he insist to remove him from the seat. BTW signs are in both English and Spanish.,,2015-02-21 10:45:04 -0800,Florida,Eastern Time (US & Canada) 569206152510226432,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,stacymichael14,,0,@SouthwestAir the agents werenot helpful told me I would have to pay 2chng even though I Tld them going2 bwi whch is part of trvl advsry,,2015-02-21 10:44:56 -0800,, 569206071081832448,neutral,1.0,,,Southwest,,__betrayal,,0,@SouthwestAir can you follow and we'll proceed?,,2015-02-21 10:44:37 -0800,,Central Time (US & Canada) 569205327465476096,negative,1.0,Flight Attendant Complaints,0.6421,Southwest,,Tweeter_mom_,,0,"@SouthwestAir because according to the flight attendant my husband doesn't talk english, when the fact is that he understand and talks it",,2015-02-21 10:41:40 -0800,Florida,Eastern Time (US & Canada) 569204914649489408,negative,1.0,Can't Tell,0.3498,Southwest,,Tweeter_mom_,,0,@SouthwestAir Bad enough that there is no seat assigned he's seating at an exit seat and a male flight attendant removes him from there,,2015-02-21 10:40:01 -0800,Florida,Eastern Time (US & Canada) 569204692401590273,neutral,0.6667,,0.0,Southwest,,__betrayal,,0,"@SouthwestAir there's a current Cancelled Flightlation in Indianapolis, my girlfriend is stranded. Any ideas, or help you can provide?",,2015-02-21 10:39:08 -0800,,Central Time (US & Canada) 569204474155282433,negative,0.6563,Bad Flight,0.6563,Southwest,,Tweeter_mom_,,0,@SouthwestAir My husband a first time flyer with you has had the worst experience on board a aircraft just a few minutes ago.,,2015-02-21 10:38:16 -0800,Florida,Eastern Time (US & Canada) 569204038811717632,negative,0.7097,Customer Service Issue,0.3656,Southwest,,katieaune,,0,@SouthwestAir thx - i managed to figure it out by trying diff confirmation #s as i booked. just annoying it's not readily available!,,2015-02-21 10:36:32 -0800,Chicago,Central Time (US & Canada) 569203705750237184,negative,1.0,Customer Service Issue,0.6588,Southwest,,rutty1221,,0,@SouthwestAir 2nd leg of trip Cancelled Flightled. Been on hold 1.5 hrs. Will we lose our $ if we don't speak to someone before first flight leaves?,,2015-02-21 10:35:13 -0800,"San Diego, CA", 569203468419751936,negative,1.0,Customer Service Issue,1.0,Southwest,,ItsDTruth,,0,@SouthwestAir I've been on hold almost an hour! I LUV y'all but #ImJustSaying 😔😔😔 http://t.co/t6fYyBHjhL,,2015-02-21 10:34:16 -0800,North Texas,Central Time (US & Canada) 569202278298755072,negative,1.0,Customer Service Issue,1.0,Southwest,,jsanner2,,0,"@SouthwestAir I love you guys, but even Comcast has a better phone help system. A simple callback system would fix most of the problem...",,2015-02-21 10:29:33 -0800,, 569202179476754432,negative,1.0,Lost Luggage,0.6452,Southwest,,AyoVix,,0,@SouthwestAir is really gonna hear my mouth about this bag situation.,,2015-02-21 10:29:09 -0800,JerseyNY✈ATL,Central Time (US & Canada) 569201464658173952,negative,1.0,Customer Service Issue,0.6413,Southwest,,itsEiBE,,0,@SouthwestAir you guys need better communication to your customers. This is rude and unprofessional.,,2015-02-21 10:26:19 -0800,Lost In The Ether,Central Time (US & Canada) 569200932577280000,negative,1.0,Customer Service Issue,0.6792,Southwest,,igdaloff,,0,@SouthwestAir I wrote to your customer support on Monday re: a Cancelled Flighted flight but haven't heard back. Any idea what's up? Thanks.,,2015-02-21 10:24:12 -0800,"New York, NY",Mountain Time (US & Canada) 569197910895812608,neutral,1.0,,,Southwest,,musiccargirl14,,0,@SouthwestAir any official word whether flight 3403 from BWI to Manchester is Cancelled Flightled? I've got an 8hr drive in snow if it is 😢,,2015-02-21 10:12:11 -0800,NH,Central Time (US & Canada) 569197350901714944,negative,1.0,Customer Service Issue,0.6693,Southwest,,jmwait,,0,.@SouthwestAir received an error online and have been on hold for over 1.5 hours. Completely unacceptable.,,2015-02-21 10:09:58 -0800,,Eastern Time (US & Canada) 569195435736244225,neutral,0.6581,,,Southwest,,mea80401,,0,@SouthwestAir FREE Cable Out of this World Technology and a mans dream come true... FREE and PORTABLE???!!! http://t.co/Qw1til96YA,,2015-02-21 10:02:21 -0800,Colorado, 569194554290774016,positive,1.0,,,Southwest,,jlog211,,2,@SouthwestAir is the best. Case and point. https://t.co/ucVnilMb4x @ryand2285 #HappyBirthday,,2015-02-21 09:58:51 -0800,"Louisville, KY",Eastern Time (US & Canada) 569192081618370560,positive,0.6495,,,Southwest,,MRCSDPatrick,,0,@SouthwestAir Incredible view! I had a smooth flight both ways even tho there was turbulence. Your pilots ROCK! http://t.co/3nsUSfSBPv,,2015-02-21 09:49:01 -0800,"San Diego, Ca", 569189483469410305,neutral,0.6559,,,Southwest,,ThePeachReview,,0,@SouthwestAir k thanks :),,2015-02-21 09:38:42 -0800,"Atlanta, GA", 569188394716278786,negative,1.0,Customer Service Issue,0.6513,Southwest,,davidgoodson71,,0,@SouthwestAir when you take my money and do not provide a service makes for a profitable venture for your company. #IsItTheGaryKellyWay?,,2015-02-21 09:34:22 -0800,, 569186384121954305,neutral,1.0,,,Southwest,,jenicalindy,,0,@SouthwestAir when does today's scavenger hunt start? I'm trying to help my little brother win! #DestinationDragons,,2015-02-21 09:26:23 -0800,"Salt Lake City, UT", 569186177238110208,neutral,0.6566,,0.0,Southwest,,davidgoodson71,,0,@SouthwestAir it's never too Late Flight to do the right thing,,2015-02-21 09:25:34 -0800,, 569185684268789761,negative,0.6696,Can't Tell,0.3571,Southwest,,MateoL13,,0,@SouthwestAir same here. Would appreciate a follow so I can DM my info to figure out what I am supposed to do.,,2015-02-21 09:23:36 -0800,KC, 569184886424268800,negative,1.0,Cancelled Flight,1.0,Southwest,,suezquesteen,,0,@SouthwestAir trying to get anyone on phone. Flt Cancelled Flighted. Please get me to Denver.,,2015-02-21 09:20:26 -0800,"Murfreesboro, TN",Central Time (US & Canada) 569184833361936387,neutral,0.6843,,0.0,Southwest,,BavarianLin,,0,@SouthwestAir I DM'd you,"[30.26196639, -97.75945775]",2015-02-21 09:20:13 -0800,New Jersey / Munich,Eastern Time (US & Canada) 569183494259273728,negative,1.0,Customer Service Issue,1.0,Southwest,,AnthonyLambkin,,0,@SouthwestAir trying to rebook flight. On hold for 23 mins before disconnected and now almost 40 mins? Unbelievable. http://t.co/0BJNz4EIX5,,2015-02-21 09:14:54 -0800,"Nashville, TN",Central Time (US & Canada) 569183099495383040,negative,1.0,Can't Tell,0.6906,Southwest,,Shivener,,0,@SouthwestAir You guys are just being disrespectful at this point... learned my lesson about this airline,,2015-02-21 09:13:20 -0800,,Quito 569181890998964224,negative,0.6403,Customer Service Issue,0.6403,Southwest,,cjangla,,0,@SouthwestAir been on hold for 20 mins to Cancelled Flight my reservation. Can you assist?,,2015-02-21 09:08:32 -0800,,Central Time (US & Canada) 569181243385909249,negative,1.0,Cancelled Flight,1.0,Southwest,,MateoL13,,0,@SouthwestAir Pls help. On hold 4 long time now. Travelling 4 business and flight 2 ORF from MCI was Cancelled Flightled. Need to get out there ASAP.,,2015-02-21 09:05:57 -0800,KC, 569180845594046464,neutral,1.0,,,Southwest,,InuAtah,,0,@SouthwestAir greetings,,2015-02-21 09:04:23 -0800,Abuja, 569180541662027779,positive,1.0,,,Southwest,,amyvenezia,,0,@SouthwestAir Thank u Thank u Thank u for coming through for us! I sincerely didn't think it would happen. <3 #SWA #THANKYOU,,2015-02-21 09:03:10 -0800,The Universe,Pacific Time (US & Canada) 569180531742486528,negative,1.0,Customer Service Issue,0.6545,Southwest,,Shivener,,0,"@SouthwestAir On hold over 2 hrs and got cutoff !Cancelled Flightled my flight, now can't get to booked cruise in Florida! Terrible customer service!",,2015-02-21 09:03:08 -0800,,Quito 569179898532761600,negative,1.0,Customer Service Issue,0.9256,Southwest,negative,HDTeem,Customer Service Issue,0,@SouthwestAir I've been on hold for over an hour and counting…just need a simple name change http://t.co/5Siczx1oez,,2015-02-21 09:00:37 -0800,"Baton Rouge, LA",Central Time (US & Canada) 569179843247517698,negative,1.0,Lost Luggage,0.6809,Southwest,,SBBurkeJewelry,,0,@SouthwestAir LOST Kay Chapman Designs art-luggage for important show. Won't help locate it. Terrible customer service.,,2015-02-21 09:00:24 -0800,,Quito 569179631409958912,negative,1.0,Customer Service Issue,1.0,Southwest,,dan_humboldt,,0,@SouthwestAir been on hold for over an hour to speak to a customer service rep. What the heck?? #Southwest #customerservice,,2015-02-21 08:59:33 -0800,, 569176969872605184,negative,1.0,Cancelled Flight,1.0,Southwest,,michaelroselle,,0,"@SouthwestAir are any flights leaving DC today? Flight was Cancelled Flightled, been on hold for over an hour.",,2015-02-21 08:48:59 -0800,"Oklahoma City, OK",Eastern Time (US & Canada) 569176007225188352,negative,1.0,Customer Service Issue,1.0,Southwest,,ray_ettel,,0,@SouthwestAir - you can do better than having someone on hold for over an hr http://t.co/FxNv618B1A,,2015-02-21 08:45:09 -0800,Denver Co, 569175548632698881,negative,1.0,Flight Booking Problems,0.6593,Southwest,,kenziemarie92,,0,@SouthwestAir We have been waiting for almost 3 hours trying to rebook flights. PLEASE help us get through to someone.,,2015-02-21 08:43:20 -0800,"Egg Harbor, WI",Mountain Time (US & Canada) 569175432702107648,positive,1.0,,,Southwest,,vscof,,0,"@SouthwestAir flight 3970, bna-rdu had the most excellent crew today",,2015-02-21 08:42:52 -0800,"Nashville, TN", 569174663089287169,negative,0.6809,Customer Service Issue,0.6809,Southwest,,SherzodGulamov,,0,@SouthwestAir- I called @united and they solved the flight Cancelled Flightlation issue in 15minutes. May be ask them how to do it? #getmorehands,,2015-02-21 08:39:49 -0800,"Washington DC, New York", 569173103009525760,positive,1.0,,,Southwest,,cpark_stories,,0,@SouthwestAir Never felt better taken care of! Indian aunties are the gold standard. Thanks Aruna! http://t.co/aypyaDUY6a,,2015-02-21 08:33:37 -0800,,Central Time (US & Canada) 569172793608278016,negative,1.0,Cancelled Flight,0.3681,Southwest,,Ben_Klamka,,0,@SouthwestAir I'm stuck in Fort Lauderdale.,,2015-02-21 08:32:23 -0800,musician and music enthusiast, 569172570932690947,negative,1.0,Customer Service Issue,0.6816,Southwest,,slandail,,0,"@SouthwestAir 2 hours on hold trying to reschedule Cancelled Flightled flight. Hold music stopped, but no one's answering. How can I reach a rep?",,2015-02-21 08:31:30 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 569171631756546048,negative,1.0,Customer Service Issue,1.0,Southwest,,caesar_funch,,0,@SouthwestAir I thought you guys were the best airline...I've been on hold for an hour!,,2015-02-21 08:27:46 -0800,,Central Time (US & Canada) 569171003852468224,positive,1.0,,,Southwest,,KyleHarward,,0,@SouthwestAir @SouthwestOliver that's a great FA right there.,,2015-02-21 08:25:16 -0800,"Farmington, Utah", 569170590831132672,positive,0.6533,,0.0,Southwest,,troyhorton,,0,@SouthwestAir DM sent. Thank you.,,2015-02-21 08:23:38 -0800,"Dallas, TX",Central Time (US & Canada) 569170372018499584,negative,0.6522,Customer Service Issue,0.6522,Southwest,,xscubascottiex,,0,@SouthwestAir Had to pay a $25 fare difference on a change but can't seem to find the receipt for it. How can I get a copy for reimbursement,,2015-02-21 08:22:46 -0800,"Ontario, Canada",Atlantic Time (Canada) 569169704805371904,negative,1.0,Customer Service Issue,1.0,Southwest,,SherzodGulamov,,0,"@SouthwestAir can't speak with customer service for 2hours, still on hold! Do you guys work?#nogood",,2015-02-21 08:20:06 -0800,"Washington DC, New York", 569168515674058752,negative,1.0,Cancelled Flight,0.6558,Southwest,,CCW4253,,0,"@SouthwestAir Seriously, is the reason for all the Cancelled Flightled flights and long phone wait times that you guys are tremendously understaffed?",,2015-02-21 08:15:23 -0800,, 569168436280098816,negative,1.0,Flight Booking Problems,0.6508,Southwest,,arteriesrus,,0,"@SouthwestAir VERY frustrated. Saw seats avail. online for pref alt. flight, unable to book online, lost those seats during >2 hr phone hold",,2015-02-21 08:15:04 -0800,Salt Lake City,Mountain Time (US & Canada) 569168102212001793,neutral,1.0,,,Southwest,,app_origins,,0,@southwestair @cspkcats let us know if we can help,,2015-02-21 08:13:44 -0800,Singapore, 569168016136495104,neutral,0.6876,,0.0,Southwest,,SLCVeganista,,0,@SouthwestAir would love Tix for Velour show-entered every contest and still haven't won :(,,2015-02-21 08:13:24 -0800,,Central Time (US & Canada) 569166753101684736,negative,1.0,Late Flight,0.6989,Southwest,,gotomaio,,0,@SouthwestAir On hold waiting to make special accommodations for my mom who is traveling 1 hour and 24 minutes on hold. Unacceptable!,,2015-02-21 08:08:23 -0800,,Quito 569165654848204800,positive,1.0,,,Southwest,,JohnDePetroshow,,0,@SouthwestAir @TheEllenShow @Imaginedragons @kdepetro313 .what a great first night. #DestinationDragons http://t.co/N3LrFo4UaY,,2015-02-21 08:04:01 -0800,"Rhode Island ,Mass,CT",Eastern Time (US & Canada) 569165556722503681,positive,0.6395,,0.0,Southwest,,GoKebo,,0,@SouthwestAir finally through thx,,2015-02-21 08:03:37 -0800,,Mountain Time (US & Canada) 569165378359656448,negative,1.0,Flight Booking Problems,0.3551,Southwest,,jeffreyfields,,0,@SouthwestAir this is ridiculous. It's been 2 hours on hold to rebook Cancelled Flightled flight.,,2015-02-21 08:02:55 -0800,LA // DC // LA,Pacific Time (US & Canada) 569165227847102465,negative,1.0,Customer Service Issue,1.0,Southwest,,BigMouthLogan,,0,@SouthwestAir - Hi Janet in customer service. I'm calling you back and have been sitting in que for 40 mins! Plz pick it up!!! #frustrated,,2015-02-21 08:02:19 -0800,"Austin, TX", 569165128366755840,negative,1.0,Customer Service Issue,1.0,Southwest,,GRitchart,,0,"@SouthwestAir I thank you for the reply but too complicated to DM, really would like to talk to a cust rep. What is going on there?",,2015-02-21 08:01:55 -0800,, 569165102307545088,negative,1.0,Customer Service Issue,0.6848,Southwest,,NicolePiering,,0,@SouthwestAir Can't DM you because you don't follow me.,,2015-02-21 08:01:49 -0800,"Long Island, NY",Eastern Time (US & Canada) 569164886397353985,negative,1.0,Customer Service Issue,1.0,Southwest,,troyhorton,,0,@SouthwestAir Yes. I figured an hour was a long enough time to hold before giving up. Can somebody call me?,,2015-02-21 08:00:58 -0800,"Dallas, TX",Central Time (US & Canada) 569164064636727298,negative,1.0,Customer Service Issue,0.6548,Southwest,,NicolePiering,,0,@SouthwestAir - been on hold forever. My first flight was Cancelled Flightled but my 2nd flight is still on time - HELP!,,2015-02-21 07:57:42 -0800,"Long Island, NY",Eastern Time (US & Canada) 569163696041172992,positive,1.0,,,Southwest,,perkeithc,,0,@SouthwestAir hello #SouthwestAir I'm happy to be flying with you this morning DAL-MDW #4053 looking forward to a comfortable fight,,2015-02-21 07:56:14 -0800,"Dallas, TX Memphis, TN, MS",Eastern Time (US & Canada) 569162467051474944,negative,1.0,Customer Service Issue,0.6727,Southwest,,jeffreyfields,,1,@SouthwestAir is anyone answering phones to rebook Cancelled Flightled flights?,,2015-02-21 07:51:21 -0800,LA // DC // LA,Pacific Time (US & Canada) 569162276403609600,positive,1.0,,,Southwest,,Daniel_JDixon,,0,@southwestair your attendants at the ATL airport are awesome! Very helpful with all the Cancelled Flightlations this morning.,,2015-02-21 07:50:35 -0800,Oklahoma City,Central Time (US & Canada) 569161583718473728,negative,1.0,Customer Service Issue,1.0,Southwest,,arteriesrus,,0,"@SouthwestAir customer svc worse than the #WinterWeather ! Flight Cancelled Flighted, website malfunction, on hold for >1:34. http://t.co/PgwUkrpMOx","[41.81477378, -80.93644744]",2015-02-21 07:47:50 -0800,Salt Lake City,Mountain Time (US & Canada) 569160924960919552,positive,1.0,,,Southwest,,DianeFerraro,,0,@SouthwestAir flt 3867 crew #OrangeCounty to #Denver is The #BEST! Weather delay but pilots just invited the kids to see the cockpit! #luv,"[33.6839241, -117.8607358]",2015-02-21 07:45:13 -0800,"Los Angeles, California",Pacific Time (US & Canada) 569159814426853376,negative,1.0,Can't Tell,0.6364,Southwest,,therealcab,,0,@SouthwestAir I will never choose @USAirways over you again! #getmeoffthisbird,,2015-02-21 07:40:48 -0800,, 569159068834623489,positive,1.0,,,Southwest,,da_trufOU,,0,@SouthwestAir had an amazing experience with your staff at DIA last night. I was blown away by their hospitality with my wife on crutches,,2015-02-21 07:37:51 -0800,, 569158546404864001,negative,1.0,Customer Service Issue,1.0,Southwest,,GRitchart,,1,@SouthwestAir been on hold now for 1 hour 20 minutes with cust service. Can you help?,,2015-02-21 07:35:46 -0800,, 569158261301227520,negative,1.0,Lost Luggage,0.6477,Southwest,,pmiwanowicz,,0,@SouthwestAir too long to wait for bags when they could have been on the next flight out. The party of 4 could have waited in Albany,,2015-02-21 07:34:38 -0800,"Albany, NY",Quito 569158165176164353,negative,1.0,Late Flight,1.0,Southwest,,bsjuts,,0,"@SouthwestAir where are our pilots? Plane is here flight says it's still on time, but we should of been off the ground 15 minutes ago.",,2015-02-21 07:34:15 -0800,Nebraska ,Central Time (US & Canada) 569155784988164098,positive,1.0,,,Southwest,,gdcookson14,,0,@SouthwestAir Had a great trip this past week to Vegas for work; and had this pic over the Southwest on Southwest! http://t.co/a3YCFlaLxV,,2015-02-21 07:24:48 -0800,, 569155666440355840,negative,0.6842,Late Flight,0.6842,Southwest,,jaindrops,,0,"@SouthwestAir - I get that weather delays are not in your hands, but is there nothing else you can offer for the massive inconvenience?",,2015-02-21 07:24:19 -0800,"Boston, MA", 569155235156856833,negative,1.0,Customer Service Issue,0.6889,Southwest,,jaindrops,,0,@SouthwestAir answered. My options are a refund or a resched for Monday (I'd miss work). So I'm paying hundreds for a @USAirways flight tmw.,,2015-02-21 07:22:37 -0800,"Boston, MA", 569154652735803392,negative,1.0,Customer Service Issue,1.0,Southwest,,GoKebo,,0,@SouthwestAir on hold for over an hour twice? Terrible.,,2015-02-21 07:20:18 -0800,,Mountain Time (US & Canada) 569154129362186240,negative,1.0,Cancelled Flight,1.0,Southwest,,cwgreiner,,0,@SouthwestAir my flight is Cancelled Flightled due to weather. What next ?,,2015-02-21 07:18:13 -0800,, 569153793058672641,negative,1.0,Customer Service Issue,0.6563,Southwest,,sailorchick9705,,0,@SouthwestAir crazy hold times today. Over an hour now. Help?,,2015-02-21 07:16:53 -0800,CT, 569153249917452288,negative,1.0,Customer Service Issue,1.0,Southwest,,amyvenezia,,0,@SouthwestAir been on hold for 2 1/2 hrs. Can't get 2 airport 4 flight icy country backroads! Help pls? @SouthwestAir #BNA,,2015-02-21 07:14:43 -0800,The Universe,Pacific Time (US & Canada) 569153098595192832,negative,0.6801,Cancelled Flight,0.6801,Southwest,,jaindrops,,0,@SouthwestAir - STL-BOS flight today was Cancelled Flightled. Online resched form gives an error. On hold for past 90 min. HELP! #terribleservice,,2015-02-21 07:14:07 -0800,"Boston, MA", 569153071093297152,neutral,0.6842,,0.0,Southwest,,amy_ginsburg,,0,@SouthwestAir How can we get refund instead of credit for flight that you Cancelled Flightled? We couldn't switch to a flight tomorrow.,,2015-02-21 07:14:01 -0800,"North Bethesda, MD",Atlantic Time (Canada) 569152201278525440,negative,1.0,Customer Service Issue,1.0,Southwest,,amyvenezia,,0,@SouthwestAir been on hold for 2 1/2 hrs. Can't get 2 airport 4 flight icy country backroads! Help pls? Can a human answer? #BNA,,2015-02-21 07:10:33 -0800,The Universe,Pacific Time (US & Canada) 569151232738095105,negative,1.0,Customer Service Issue,1.0,Southwest,,AmyBFree,,0,@SouthwestAir Been on hold for over an hour - any chance someone can help me on here?,,2015-02-21 07:06:42 -0800,,Quito 569151206028931072,negative,1.0,Cancelled Flight,1.0,Southwest,,loudgirl3611,,0,@SouthwestAir so u Cancelled Flight our flight to PHX bc of SDF weather but flights 2 the NE from SDF are still going on?! WTF? http://t.co/NGG3N0wIaR,,2015-02-21 07:06:36 -0800,, 569150371706200064,neutral,1.0,,,Southwest,,MichaelOinJax,,0,@SouthwestAir Show Jacksonville some 💝too! We want #3ticketsforJax!,,2015-02-21 07:03:17 -0800,, 569149949989879808,negative,1.0,Customer Service Issue,0.6879,Southwest,,UnprovenTheory,,0,@SouthwestAir Cancelled Flightled my flight without explanation and won't pick up the phone...25 minutes and counting. #customerservice @olive201,,2015-02-21 07:01:37 -0800,, 569149358802759680,neutral,0.6636,,0.0,Southwest,,alee317,,0,@SouthwestAir Plz consider customers you're losing to #AA for 🚫 the KC ↔️ OKC directs. #okcdirects #OKC #MCI #flights #okcprofessionals,,2015-02-21 06:59:16 -0800,,Central Time (US & Canada) 569148485519462400,positive,1.0,,,Southwest,,kylemusserco,,0,@SouthwestAir so glad u guys do business w/ more class than UR competitors @SpiritAirlines 😏,,2015-02-21 06:55:47 -0800,#PureMichigan ,Atlantic Time (Canada) 569148114193530881,positive,1.0,,,Southwest,,SuccessHorizons,,0,"@SouthwestAir Thanks 4 the great service, staff, letting me change my flight 5 times for free! PVD to the skies for me always on SWA!",,2015-02-21 06:54:19 -0800,"Barrington, Rhode Island",Eastern Time (US & Canada) 569146504004415489,negative,1.0,Customer Service Issue,0.6685,Southwest,,DuellAram,,0,"@SouthwestAir my wife has now been on hold for 90 minutes....I get weather is bad, but this is insane. #customerservice #customerloyalty",,2015-02-21 06:47:55 -0800,, 569146045306793984,negative,1.0,Customer Service Issue,0.6452,Southwest,,EmilySandvik,,0,@SouthwestAir I've been on hold for 2 hours! When will you answer??,,2015-02-21 06:46:06 -0800,, 569143996422995968,negative,1.0,Cancelled Flight,0.6705,Southwest,,prakashksinha,,0,@SouthwestAir - i needed refund on my Cancelled Flightled flights this morning and had been on hold for more than an hour X 3. what to do?,,2015-02-21 06:37:57 -0800,"43.012983,-78.724003",Eastern Time (US & Canada) 569143946930196483,negative,1.0,Cancelled Flight,1.0,Southwest,,slimbucks23,,0,@SouthwestAir thanks for the Cancelled Flightation today. Only airline that's Cancelled Flighted. Lost a customer today.,,2015-02-21 06:37:45 -0800,"Columbus, Ohio", 569143944266833920,negative,1.0,Customer Service Issue,1.0,Southwest,,ERMaguire,,0,"@southwestair Cancelled Flightling flights due to winter weather is totally understandable, but it would sure be nice if you would answer your phones.",,2015-02-21 06:37:45 -0800,"Washington, DC",Eastern Time (US & Canada) 569143215405674497,neutral,0.6609,,0.0,Southwest,,scunning16,,0,@SouthwestAir Can I book a flight on my own and get reimbursed by you?,,2015-02-21 06:34:51 -0800,Ohio, 569143186439991296,negative,1.0,Customer Service Issue,1.0,Southwest,,nelsjeff,,0,"@SouthwestAir, I've been on hold for 3 hrs. now, waiting to talk to someone with a pulse to get my Cancelled Flighted flight rescheduled. Is this SOP?",,2015-02-21 06:34:44 -0800,, 569143132756914176,negative,1.0,Flight Booking Problems,1.0,Southwest,,scunning16,,0,@SouthwestAir been on hold to rebook a flight to CMH for 1.5 hrs. Your rebook website is crashed.,,2015-02-21 06:34:31 -0800,Ohio, 569140424251715584,negative,1.0,Customer Service Issue,0.6803,Southwest,,AhamayIkuzus,,0,@SouthwestAir been on hold so long to rebook my Cancelled Flightled flight I had enough time to rebook with @USAirways instead! Lots of room there!,,2015-02-21 06:23:45 -0800,St Louis,Central Time (US & Canada) 569138500626292736,neutral,1.0,,,Southwest,,dtinnel,,0,@SouthwestAir Are we sure flights will not be Cancelled Flighted after 1200 I am trying to make plans in STL,,2015-02-21 06:16:07 -0800,South Carloina, 569134718396051456,positive,1.0,,,Southwest,,allie_kaji621,,0,@SouthwestAir great flight! And great view! http://t.co/auFM4xdaj2,,2015-02-21 06:01:05 -0800,Den10,Central Time (US & Canada) 569133987668623360,negative,1.0,Customer Service Issue,1.0,Southwest,,aoofori,,0,@SouthwestAir Have been on hold to reschedule a flight for 1.5 hours! Please help! Phone will be out of batteries soon.,,2015-02-21 05:58:11 -0800,, 569132950006185985,negative,1.0,Customer Service Issue,1.0,Southwest,,dizzleforizzle,,0,@SouthwestAir 40 minutes still haven't talked to one person #shocking phone is gonna died before I talk to anyone http://t.co/iWoiGRLHXb,,2015-02-21 05:54:03 -0800,"Omaha, NE ", 569132310110588928,neutral,1.0,,,Southwest,,DontenPhoto,,0,@SouthwestAir Flight 4315 (N231WN) taxis at @FlyTPA prior to flight to @Fly_Nashville http://t.co/IDRa8keNoH,,2015-02-21 05:51:31 -0800,"Englewood, Florida",Eastern Time (US & Canada) 569130625053155328,negative,1.0,Customer Service Issue,0.6828,Southwest,,Chris44j,,0,@SouthwestAir at fort launder dale and the gate agent can't switch flights to an earlier flight but we can on our phone...ridiculous,,2015-02-21 05:44:49 -0800,, 569129049861304323,negative,1.0,Cancelled Flight,1.0,Southwest,,DuellAram,,0,@SouthwestAir so why is every single flight out of @PortColumbusCMH Cancelled Flightled for only your airline?,,2015-02-21 05:38:34 -0800,, 569127429702348800,negative,1.0,Cancelled Flight,0.6333,Southwest,,dizzleforizzle,,0,@SouthwestAir Cancelled Flightled my flight won't refund me and told me 2 call customer service n been holding for 30 minutes still waitin #BadService,,2015-02-21 05:32:07 -0800,"Omaha, NE ", 569126026938335232,negative,1.0,Customer Service Issue,1.0,Southwest,,gabb_b,,0,@SouthwestAir I'm going to need you to answer your phones. Being on hold for an hour isn't okay.,,2015-02-21 05:26:33 -0800,"Louisville, KY ",Mountain Time (US & Canada) 569124760224813056,negative,1.0,Customer Service Issue,0.6787,Southwest,,jaretgordon,,0,@SouthwestAir almost an hour on hold for swa is inexcusable #hiremorepeople,,2015-02-21 05:21:31 -0800,,Central Time (US & Canada) 569124416891817984,positive,1.0,,,Southwest,,chelseamcwillie,,0,@SouthwestAir is my favorite airline! I can't wait to book my flight to New Orleans for my trip in April!! :) :),,2015-02-21 05:20:09 -0800,"Narragansett, Rhode Island",Atlantic Time (Canada) 569115621213884417,negative,0.6712,Customer Service Issue,0.6712,Southwest,,CallMeStanley7,,0,@SouthwestAir Suggestions: tell customers approximate wait times when they are on hold (50 min now...) and allow them to Cancelled Flight online!,,2015-02-21 04:45:12 -0800,, 569111291454840833,negative,1.0,Cancelled Flight,0.6883,Southwest,,HaleyKateB,,0,"@SouthwestAir Thanks for not telling us our flight was Cancelled Flightled, not helping us in anyway and ruining my birthday. #worstcustomerservice",,2015-02-21 04:28:00 -0800,"Branson, MO",Central Time (US & Canada) 569110078403551232,negative,1.0,Customer Service Issue,1.0,Southwest,,SecularBoston,,0,"@SouthwestAir how is tkt in the A grp for a cxld flight gets stuck at the back of the Cs when your site, phone and agents took 1h to rebook",,2015-02-21 04:23:10 -0800,"Somerville, MA",Eastern Time (US & Canada) 569108013547687936,positive,1.0,,,Southwest,,Tyler_Stotts,,0,@SouthwestAir loving the boarding to go to Chicago #KeepItMovin',,2015-02-21 04:14:58 -0800,,Central Time (US & Canada) 569104886119297024,neutral,0.6269,,,Southwest,,MichelleMSmart,,0,@SouthwestAir flt 3260 out of mht. Have fun with my kids and grandkids 10 of them!! Jack says hi! http://t.co/BHOOiyT6ZQ,,2015-02-21 04:02:32 -0800,,Eastern Time (US & Canada) 569100490027499520,negative,1.0,Cancelled Flight,1.0,Southwest,,gabb_b,,0,@SouthwestAir jumped the gun a little Cancelled Flighting our flights? No other airline is Cancelled Flighting out of Louisville. You're ruining my vacation.,,2015-02-21 03:45:04 -0800,"Louisville, KY ",Mountain Time (US & Canada) 569099306147454976,negative,0.6789,Customer Service Issue,0.36,Southwest,,RawTravelTV,,0,@SouthwestAir apologies help. Would have been nice had supvsr. Sally in CLE offered one. Not usual gr8 southwest customer service I love,,2015-02-21 03:40:22 -0800,New York City,Eastern Time (US & Canada) 569096233232547840,negative,1.0,Customer Service Issue,0.7057,Southwest,,jsanner2,,0,@SouthwestAir On hold for two hours and it timed-out on me. Great system you got there.,,2015-02-21 03:28:09 -0800,, 569089388350738432,negative,0.6485,Can't Tell,0.6485,Southwest,,svenki,,0,@SouthwestAir rocks - @AmericanAir horror,,2015-02-21 03:00:58 -0800,,Pacific Time (US & Canada) 569086048388538368,negative,1.0,Customer Service Issue,0.6566,Southwest,,jsanner2,,0,@SouthwestAir Any plans to implement a call-back system on your reFlight Booking Problems line? Been on hold for over an hour now...,,2015-02-21 02:47:41 -0800,, 569085417045143552,negative,0.6704,Customer Service Issue,0.6704,Southwest,,Shugnussy,,0,@SouthwestAir There's nothing I love more than being on hold for over an hour http://t.co/LIQWoblFbT,,2015-02-21 02:45:11 -0800,"Liberty Lake, WA",Pacific Time (US & Canada) 569084344930676736,neutral,1.0,,,Southwest,,Immafun12,,0,@SouthwestAir @Imaginedragons #DestinationDragons Scavenger Hunt rules: http://t.co/vHgkiTzSaw,,2015-02-21 02:40:55 -0800,Oregon,Alaska 569078309033803776,negative,0.6629999999999999,Flight Booking Problems,0.3587,Southwest,,KyleFogg82,,0,"@SouthwestAir app error - says click here, can't click not hyperlinked http://t.co/IH5w9nfKz2",,2015-02-21 02:16:56 -0800,"Indianapolis, IN",Atlantic Time (Canada) 569076249487925248,negative,1.0,Customer Service Issue,0.6733,Southwest,,BourbonBanter,,0,@SouthwestAir I need your help but no one will pick up the phone.,,2015-02-21 02:08:45 -0800,"St. Louis, MO",Central Time (US & Canada) 569075205106229248,negative,1.0,Customer Service Issue,1.0,Southwest,,MikeGarrettSTL,,0,@SouthwestAir Anyone answering phone this morning at 800IFLYSWA? On hold 51 minutes and counting...,,2015-02-21 02:04:36 -0800,"St Louis, MO",Central Time (US & Canada) 569071393356288000,neutral,0.6818,,0.0,Southwest,,theycallme_HH,,0,@SouthwestAir we are trying to go as far away from King'sCollegeLondon as possible for charity today. Would you help us ? #jailbreak #RAG,"[0.0, 0.0]",2015-02-21 01:49:27 -0800,Orleans/Tarpon Springs/London,Amsterdam 569069311962132480,negative,0.6678,Can't Tell,0.3532,Southwest,,EveryonegoesIMD,,0,@SouthwestAir were you handing out tickets while I was sleep ?,,2015-02-21 01:41:11 -0800,"Henderson,NV",Central Time (US & Canada) 569030858759213056,neutral,0.6995,,0.0,Southwest,,215strongbul,,0,@SouthwestAir DAL is due for sleet Sun. eve-didn't see it listed for cities that can re-book? Fly to DCA at 8:10,,2015-02-20 23:08:23 -0800,,Quito 569030463760650241,positive,1.0,,,Southwest,,BelovedDavida,,0,@SouthwestAir had a great LA flight with Clarence and Frank! Those 2 guys are a hoot! 😜😂 thanks,,2015-02-20 23:06:49 -0800,New York, 569025555343007744,negative,1.0,Customer Service Issue,0.6818,Southwest,,courtneywalker,,0,"@SouthwestAir why did I not receive drink coupons with 65,000 points? But all my friends did?",,2015-02-20 22:47:19 -0800,"Chicago, IL",Eastern Time (US & Canada) 569022042349051905,neutral,0.6967,,0.0,Southwest,,Kayyyyy_Jo,,0,@SouthwestAir absolutely required? Are the flights going to be 100% Cancelled Flighted?,,2015-02-20 22:33:21 -0800,"Columbus, OH",Central Time (US & Canada) 569021943828983808,neutral,1.0,,,Southwest,,Kayyyyy_Jo,,0,@SouthwestAir I have a flight on Sunday the 22nd to Columbus from Denver. I just got a travel alert on my southwest app. Is the rescheduling,,2015-02-20 22:32:57 -0800,"Columbus, OH",Central Time (US & Canada) 569020255441264640,neutral,1.0,,,Southwest,,steph2118,,0,@SouthwestAir Do you have childrens rates for flights?,,2015-02-20 22:26:15 -0800,"north bend, wa", 569019132978405376,negative,1.0,Bad Flight,0.6588,Southwest,,juliendanny,,0,@SouthwestAir how often are airplane seats/tray tables cleaned and sanitized? rather have air purifier and clean seats than #wifi 😷😱,,2015-02-20 22:21:47 -0800,Texas,Central Time (US & Canada) 569017194564096000,negative,1.0,Lost Luggage,1.0,Southwest,,SullyofAmes,,0,@SouthwestAir I lost my luggage. My birthday wish is to find my luggage.,,2015-02-20 22:14:05 -0800,Iowa State University , 569017052310056960,neutral,1.0,,,Southwest,,woawABQ,,0,"@SouthwestAir If you'd love to see more girls get inspired about becoming pilots, RT our free Albuquerque event. http://t.co/rfXlV1kGDh",,2015-02-20 22:13:31 -0800,"Albuquerque, NM", 569017002439761920,neutral,1.0,,,Southwest,,JohnDePetroshow,,0,@SouthwestAir at troubadour with @Imaginedragons .#DestinationDragons http://t.co/rKlQXXaWhc,,2015-02-20 22:13:19 -0800,"Rhode Island ,Mass,CT",Eastern Time (US & Canada) 569008329038524417,neutral,1.0,,,Southwest,,ThePeachReview,,0,"@SouthwestAir Hey there, can you follow us so we can DM you a question :) 😁",,2015-02-20 21:38:51 -0800,"Atlanta, GA", 569003484701282304,negative,0.6955,Cancelled Flight,0.6955,Southwest,,ParkerBrown_,,0,@SouthwestAir got a text my flight was Cancelled Flightled! Now what do I do :/?? Help please!!!,,2015-02-20 21:19:36 -0800,The Ohio State University,Quito 569002132621398016,negative,1.0,Late Flight,0.6579,Southwest,,Elexis_Mariash,,0,@SouthwestAir Been sitting outside our gate for 30 mins at LGA. Why no move to another gate? We'e baking on this plane!?! flight #3415,,2015-02-20 21:14:14 -0800,"Denver, CO",Mountain Time (US & Canada) 569001941533003776,negative,1.0,longlines,0.6629,Southwest,,scpetrel,,0,@southwestair Grand total from landing to getting bag: one hour. That's very sad.,,2015-02-20 21:13:29 -0800,"Charleston, SC",Eastern Time (US & Canada) 568999279936679937,negative,1.0,Flight Attendant Complaints,0.3412,Southwest,,scpetrel,,0,@southwestair Your staff was really kind about the flight delay. Luggage? Not at all. Very disappointing.,,2015-02-20 21:02:54 -0800,"Charleston, SC",Eastern Time (US & Canada) 568999266741411840,positive,1.0,,,Southwest,,dragons_arelife,,0,@SouthwestAir Hey southwest! I wanna go to see @Imaginedragons ! You guys are a lot better then jet blue.,,2015-02-20 21:02:51 -0800,City of Angels,Pacific Time (US & Canada) 568998681715695618,negative,1.0,Lost Luggage,1.0,Southwest,,scpetrel,,0,"@southwestair Landed an hour Late Flight from IND to DEN, and 40+ min Late Flightr, our bags are not here. Not cool.",,2015-02-20 21:00:31 -0800,"Charleston, SC",Eastern Time (US & Canada) 568998369353297921,positive,1.0,,,Southwest,,dragons_arelife,,0,@SouthwestAir Hey sourhwest can you send me to Atlanta to see @Imaginedragons ? I will fly southwest forever. U guys are the best airline!,,2015-02-20 20:59:17 -0800,City of Angels,Pacific Time (US & Canada) 568992290833899520,negative,1.0,Customer Service Issue,0.6652,Southwest,,dreverose,,0,@SouthwestAir Horrible experience ever with airline..Have to reconsider any future flights. Customer service ... http://t.co/EczHcmM5vi,,2015-02-20 20:35:08 -0800,HOUSTON ,Eastern Time (US & Canada) 568988406476189696,neutral,0.7172,,0.0,Southwest,,hivethrive,,0,@SouthwestAir Salted or honey roasted? I vote to bring back the salted peanuts. I dread a year of the honey roasted!😖 http://t.co/RHw78ktQFO,,2015-02-20 20:19:42 -0800,, 568987434051989504,neutral,0.6629999999999999,,0.0,Southwest,,saminalice,,0,@SouthwestAir - did SWA send out customer surveys to earn $100 toward flights? Is this legit?,,2015-02-20 20:15:50 -0800,, 568984950709432320,neutral,0.6752,,0.0,Southwest,,MinderJoan,,0,@SouthwestAir @TifffyHuang I met my twitter friend waiting outside the Troubadour #DestinationDragons http://t.co/lf69waf5ad,,2015-02-20 20:05:58 -0800,,Eastern Time (US & Canada) 568981498046623744,neutral,1.0,,,Southwest,,OneDNP,,0,@SouthwestAir Do you still offer discounts on seats for children under 2? We would rather put him in a seat than in a lap!,,2015-02-20 19:52:14 -0800,"Kentucky, USA",Eastern Time (US & Canada) 568977492410703872,negative,1.0,Customer Service Issue,0.3489,Southwest,,Julia_Pabst,,0,"@SouthwestAir wanting a ⭐️ for the ✈️ finding the gate. No apology or exp. All good, I'm sure connecting flight leaving SAC will be chill!",,2015-02-20 19:36:19 -0800,Los Angeles,Pacific Time (US & Canada) 568976322032087041,negative,1.0,Late Flight,1.0,Southwest,,chresko,,0,"@SouthwestAir sucks. Passengers leaving the plane to make room luggage, checking luggage and getting back on. Delayed flights to same city.",,2015-02-20 19:31:40 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568976030947418112,negative,0.6598,Bad Flight,0.3402,Southwest,,Julia_Pabst,,0,"@SouthwestAir cool the plane you said is ours that just left the terminal for a diff city? She a cold betch for ""flying the friendly skies""",,2015-02-20 19:30:31 -0800,Los Angeles,Pacific Time (US & Canada) 568975192615223296,neutral,0.6535,,0.0,Southwest,,mmillanjr,,0,@SouthwestAir it was 3472,,2015-02-20 19:27:11 -0800,, 568974423358726144,negative,1.0,Late Flight,1.0,Southwest,,debbiejdangg,,0,@SouthwestAir flight to San Diego is delayed per usual.. take me home!,"[0.0, 0.0]",2015-02-20 19:24:08 -0800,"San Francisco, CA",Arizona 568974008076652545,neutral,0.7066,,0.0,Southwest,,katieaune,,0,@SouthwestAir how do I find travel funds I have available to use f/ past changed flights? don't see an option in my account.,,2015-02-20 19:22:29 -0800,Chicago,Central Time (US & Canada) 568973617687625728,positive,1.0,,,Southwest,,timiscorner,,0,"@SouthwestAir @FortuneMagazine great news.",,2015-02-20 19:20:56 -0800,USA, 568971982554963969,positive,1.0,,,Southwest,,kinjalxkansara,,0,@SouthwestAir is making dreams come true with their #DestinationDragons scavenger hunt! You can win a chance to see Imagine Dragons! Go!,,2015-02-20 19:14:26 -0800,India ✈️ Chicago ✈️ D.C. ✈️ FL, 568971449815289856,neutral,0.6627,,0.0,Southwest,,SebastianAC,,0,"@SouthwestAir my father was kind enough to offer to pay for a hotel, but I can't use this coupon if he pays from FL. no help?",,2015-02-20 19:12:19 -0800,"Philadelphia, PA",Quito 568970172062691328,negative,1.0,Can't Tell,0.6571,Southwest,,cjmo0re,,0,@SouthwestAir every other city on your nationwide sale has fabulous fares. Why nothing from Buffalo? except for 2 cities?,,2015-02-20 19:07:14 -0800,new york,Eastern Time (US & Canada) 568969519252680706,negative,0.6598,Can't Tell,0.3632,Southwest,,nbstartx,,0,@SouthwestAir I have a voucher w swa that expires 4/10. An extension would be a lot of luv,,2015-02-20 19:04:38 -0800,Dallas,Central Time (US & Canada) 568969143581413376,positive,1.0,,,Southwest,,tikidaisy,,0,@SouthwestAir Well plane arrived pretty much on time and it's 68 degrees on the ground in Texas. Not much to complain about.,"[30.30630631, -97.71394697]",2015-02-20 19:03:09 -0800,"Washington, DC",America/New_York 568967580595064832,negative,1.0,Late Flight,0.3725,Southwest,,gregg_mccoy,,0,"@SouthwestAir not sure why we are still here in Dallas. Plane has been at gate for 30 min. No update at all. Flight 1140, poor service.",,2015-02-20 18:56:56 -0800,"Dallas, TX.", 568965309505380352,negative,1.0,Cancelled Flight,1.0,Southwest,,PamR413,,0,"@SouthwestAir Loved one's flight ATL to IND Cancelled Flightled due to ""ice in Indy"". Sitting here in Indy, it is bone dry. Tomorrow 4-6"" of snow.",,2015-02-20 18:47:55 -0800,,Eastern Time (US & Canada) 568964732981530624,positive,1.0,,,Southwest,,shankarpranam,,0,@SouthwestAir All's well. I got comped with multiple other bags which just made my day! http://t.co/1AAVvoREpH,,2015-02-20 18:45:37 -0800,Raleigh, 568964652455092224,positive,1.0,,,Southwest,,horacioguapo,,0,@SouthwestAir thanks for the ride to Chicago. #kmdw #b738 http://t.co/6cpYPGFnD6,,2015-02-20 18:45:18 -0800,, 568962547891736576,neutral,0.6904,,,Southwest,,Landon_ChaseTx,,0,@SouthwestAir booked the 8th.... Save me an emergency exit... Gotta stretch out,,2015-02-20 18:36:56 -0800,FORT WORTH TEXAS! ,Central Time (US & Canada) 568958697856040961,negative,1.0,Cancelled Flight,0.6524,Southwest,,SebastianAC,,0,@SouthwestAir I'm in line at the airport right now. Will you cover hotel fair or am I to sleep in the airport?,,2015-02-20 18:21:38 -0800,"Philadelphia, PA",Quito 568958074230190080,positive,1.0,,,Southwest,,bridgesuite,,0,"@SouthwestAir @JasonWhitely flt 947 Emer stop in Albuquer for a heart condition, crew was awesome, pilot was Maverick on the divert.",,2015-02-20 18:19:10 -0800,,Central Time (US & Canada) 568957488021827585,positive,1.0,,,Southwest,,John_Driver,,0,"@SouthwestAir Thanks so much. Appreciate your kindness in adjusting our reservation. Even during snowstorms, I still prefer Southwest. 👍",,2015-02-20 18:16:50 -0800,"iPhone: 35.300907,-85.900749",Central Time (US & Canada) 568957365464076288,negative,1.0,Cancelled Flight,1.0,Southwest,,SebastianAC,,0,@SouthwestAir Cancelled Flightled my flight and I'm stranded in St. Louis. Not sure what to do. No other flight until tomorrow. Am I to sleep in airpt,,2015-02-20 18:16:21 -0800,"Philadelphia, PA",Quito 568956596862066688,neutral,0.6739,,0.0,Southwest,,ThomRegan,,0,"@SouthwestAir I think that flight was supposed to go to Houston as well, in case someone could check that?",,2015-02-20 18:13:18 -0800,"USA, USA!",Eastern Time (US & Canada) 568955169183903745,negative,1.0,Late Flight,0.6804,Southwest,,joecontaldo,,0,"@SouthwestAir - stuck on the runway, again. Delayed on Wednesday. Not a good way to take care of your loyal customers.",,2015-02-20 18:07:37 -0800,Chicago,Mountain Time (US & Canada) 568954934084788224,positive,1.0,,,Southwest,,jscottstubb,,1,@SouthwestAir you guys held our flight #330! Thank you!!! About to take off from MDW now to Oakland. Thanks,,2015-02-20 18:06:41 -0800,, 568953190252544000,positive,1.0,,,Southwest,,d4nigirl,,0,@SouthwestAir first time flying with you. You've definitely won me over!,,2015-02-20 17:59:45 -0800,"Douglaston, NY",Atlantic Time (Canada) 568953095423705088,negative,1.0,Late Flight,0.7008,Southwest,,PawncePuma,,0,@SouthwestAir we're doing our best; sitting at a gate waiting (while not being given information why we're delayed) isn't making this easy,,2015-02-20 17:59:23 -0800,"Tucker, GA",Eastern Time (US & Canada) 568951532252585987,positive,1.0,,,Southwest,,kurtmilne,,0,@SouthwestAir rocks! Open letter to flight attendant. http://t.co/zFrOINPSzI < my child was inspired. Thank you.,,2015-02-20 17:53:10 -0800,,Pacific Time (US & Canada) 568951506042425346,positive,0.6791,,,Southwest,,Gumbogirl,,0,@SouthwestAir LUVed the SJC gate 23 agent this am who boarded flight 372 to DAL. Didn't get his name. He represents your brand so well.,,2015-02-20 17:53:04 -0800,"Silicon Valley, NoLa, Boston",Pacific Time (US & Canada) 568951064688373760,positive,1.0,,,Southwest,,d4nigirl,,0,@SouthwestAir thanks for an awesome flight and connection! We were delayed but your staff and crew were purely amazing!,"[40.77512287, -73.86982237]",2015-02-20 17:51:19 -0800,"Douglaston, NY",Atlantic Time (Canada) 568951063463616512,positive,1.0,,,Southwest,,susan_cary,,0,@SouthwestAir great flight got us back on time! Thanks,,2015-02-20 17:51:18 -0800,, 568949828518084608,neutral,0.6701,,0.0,Southwest,,terrifictoria,,0,@SouthwestAir -17mph winds and would do anything to be in Florida right now.. help a sister out!!,,2015-02-20 17:46:24 -0800,,Quito 568949312098476032,neutral,1.0,,,Southwest,,vanessamarie18_,,0,@SouthwestAir @SwagglikeBean take me here,,2015-02-20 17:44:21 -0800," || san antonio, texas||",Eastern Time (US & Canada) 568949199779155968,neutral,0.6667,,,Southwest,,4jlessad,,0,"@SouthwestAir my son is flying South West from NOLA-Orlando, hope to enter for him to win this contest #DestinationDragons",,2015-02-20 17:43:54 -0800,"Winter Park, FL ",Atlantic Time (Canada) 568948848263081986,positive,1.0,,,Southwest,,nicoleschmied,,0,"@SouthwestAir thx for smooth landing today @fly2midway, we applauded! Now what can u do abt the weather? #takemeback http://t.co/OQZ7Wc4lLA",,2015-02-20 17:42:30 -0800,Chicagoland,Central Time (US & Canada) 568947768149938176,positive,1.0,,,Southwest,,kimibader,,0,"@SouthwestAir not frustrated, just an idea! Great crew. Thanks! #happycustomer",,2015-02-20 17:38:13 -0800,"Austin, Texas",Central Time (US & Canada) 568947596242235392,neutral,0.6654,,0.0,Southwest,,El_Cinco_Cinco,,0,@SouthwestAir no her lunch was over by the time she got her call answered,,2015-02-20 17:37:32 -0800,,Pacific Time (US & Canada) 568947250325561344,negative,1.0,Cancelled Flight,1.0,Southwest,,amandabalbert,,0,@SouthwestAir my parents flight frm STL2ATL Cancelled Flighted 2nite. When's the next one out?!,,2015-02-20 17:36:09 -0800,Atlanta,Eastern Time (US & Canada) 568946700791861248,negative,1.0,Customer Service Issue,1.0,Southwest,,El_Cinco_Cinco,,0,@SouthwestAir well my mom called earlier and you guys had her on hold for close to an hour,,2015-02-20 17:33:58 -0800,,Pacific Time (US & Canada) 568946686896132096,negative,1.0,longlines,0.6909,Southwest,,LukeGUlrich,,0,@SouthwestAir there's an hour wait here for reFlight Booking Problems in line at Omaha.,,2015-02-20 17:33:55 -0800,"Omaha, NE",Central Time (US & Canada) 568946502615179264,negative,0.6544,Flight Booking Problems,0.3291,Southwest,,LukeGUlrich,,0,@SouthwestAir it says I can't because my flight is in progress.,"[41.30091858, -95.89873244]",2015-02-20 17:33:11 -0800,"Omaha, NE",Central Time (US & Canada) 568945639834267648,negative,0.6602,Cancelled Flight,0.6602,Southwest,,LukeGUlrich,,0,@SouthwestAir can you help me with reFlight Booking Problems? My flight was Cancelled Flighted. FWHEI6,"[41.30204773, -95.9002533]",2015-02-20 17:29:45 -0800,"Omaha, NE",Central Time (US & Canada) 568945562705371136,negative,1.0,Bad Flight,1.0,Southwest,,robfwtx,,0,@SouthwestAir alist pref doesn't do any good if direct to atl is always wifiless. Flight 1701.,,2015-02-20 17:29:27 -0800,"Fort Worth, TX",Central Time (US & Canada) 568945176401457153,negative,1.0,Customer Service Issue,1.0,Southwest,,davidgoodson71,,2,@SouthwestAir is that the same reliable system couldn't find my info and then said it refund my credit card ?,,2015-02-20 17:27:55 -0800,, 568945122961784833,negative,1.0,Late Flight,0.6246,Southwest,,Bob_Dickson,,0,"@SouthwestAir 14 hours???? Sorry don't get it. Oh well. Screw the weekend in Az right? Eat the hotel, no problem.",,2015-02-20 17:27:42 -0800,,Central Time (US & Canada) 568944054303625217,positive,1.0,,,Southwest,,AuthorKristina,,0,"@SouthwestAir we had early bird, and it was great. Your employees were awesome. It was 3 passengers who killed the buzz.",,2015-02-20 17:23:27 -0800,Ohio,Eastern Time (US & Canada) 568943601306210305,negative,1.0,Bad Flight,0.6713,Southwest,,robfwtx,,0,@SouthwestAir I am absolutely sick of 300s and no wifi!,,2015-02-20 17:21:39 -0800,"Fort Worth, TX",Central Time (US & Canada) 568943214130040832,negative,0.3763,Flight Booking Problems,0.3763,Southwest,,MitchHamilton,,0,@SouthwestAir when will airfare be available through December of this year? I have 2 major trips coming up and I'm anxious to book them!,,2015-02-20 17:20:07 -0800,Chicago,Central Time (US & Canada) 568942857123336193,positive,1.0,,,Southwest,,pax7877,,0,"@SouthwestAir Ahah😃💕🎵 That is why I love SW✈❗(^^)❤",,2015-02-20 17:18:42 -0800,,Hawaii 568942133698146306,neutral,1.0,,,Southwest,,I_D_Girl,,0,@SouthwestAir is the contest over for Destination Dragons? I want to try to do everything I can to go.,,2015-02-20 17:15:49 -0800,¢нιℓℓιи αт αи ιD ¢σи¢єят, 568940981321637889,positive,1.0,,,Southwest,,fishie1199,,0,@SouthwestAir you are lucky to have people like Annamarie and Norris at BWI. I hope they get recognized for excellent cust. service,,2015-02-20 17:11:15 -0800,,Quito 568938023439765504,neutral,0.6771,,,Southwest,,notebookgrail,,0,@SouthwestAir So the upcoming RR changes/Deval is trying to tell me not to fly southwest anymore because i am loyal so far. i get it.,,2015-02-20 16:59:29 -0800,, 568937199145783297,neutral,1.0,,,Southwest,,stacymichael14,,0,@SouthwestAir traveling 2bwi nMaryland 2morrw any chance the flight being Cancelled Flightled to inclement weather? Any chance can get earlier flight,,2015-02-20 16:56:13 -0800,, 568934745909829633,negative,0.6581,Can't Tell,0.6581,Southwest,,Durgzy77,,0,@SouthwestAir @dultch97 kid just wants fucking money #scumbag,,2015-02-20 16:46:28 -0800,Winchester | Northend Ma ,Quito 568932070447140864,positive,0.363,,0.0,Southwest,,jessiebabbi,,0,@SouthwestAir I wish i would've seen this 4 hours ago!!! I WANTED TO SEE THEM TONIGHT SO BAD!!!! #CRYING,,2015-02-20 16:35:50 -0800,,Arizona 568929816797323265,neutral,0.6522,,0.0,Southwest,,davidgoodson71,,1,@SouthwestAir just do it that easy,,2015-02-20 16:26:53 -0800,, 568929782286516224,positive,0.6665,,,Southwest,,ken_randolph,,0,@SouthwestAir I'll have to drop by next time I visit!,,2015-02-20 16:26:44 -0800,, 568929754151145472,positive,1.0,,,Southwest,,KathyCoonan,,0,@SouthwestAir @SacIntlAirport Feels like a good day to fly!! Thanks for the ontime departure to SNA!!:) #bestinclass #30000ft #takemehome,,2015-02-20 16:26:38 -0800,"Sacramento, CA", 568929652003217409,positive,1.0,,,Southwest,,TroyDWhite,,0,@SouthwestAir Great trip on 2672 yesterday - outstanding flight attendants,,2015-02-20 16:26:13 -0800,"Washington, D.C.",Eastern Time (US & Canada) 568929641756368896,neutral,0.6447,,0.0,Southwest,,NicoleAndreas,,0,@SouthwestAir how can customers get in touch with you internationally from Mexico for lost baggage,,2015-02-20 16:26:11 -0800,"Austin, TX",Eastern Time (US & Canada) 568929490929377281,neutral,1.0,,,Southwest,,TheRealMzMack,,0,"@SouthwestAir $192 rndtrp 4/30-5/5 ""@DJQ_KC: RT @djimpact: If you're trying to make travel reservations for Vegas on May 2nd it's too Late Flight""",,2015-02-20 16:25:35 -0800,Where You Wanna Be,Central Time (US & Canada) 568928486188032000,positive,1.0,,,Southwest,,marathongal8,,0,@SouthwestAir I'm on the 10:55 flight! Everyone has been so nice and helpful! I'm just hoping we'll get to fly out! Thank you! ;),,2015-02-20 16:21:35 -0800,Nashville,Central Time (US & Canada) 568928195581513728,negative,1.0,Late Flight,0.6898,Southwest,,amccarthy19,,0,@SouthwestAir @dultch97 that's horse radish 😤🐴,,2015-02-20 16:20:26 -0800,,Atlantic Time (Canada) 568926999680569344,negative,1.0,Cancelled Flight,1.0,Southwest,,mcdaniem,,0,@SouthwestAir thanks! More concerned about the conflicting texts I was receiving my about my flight Having to drive 10 hours now 😢,,2015-02-20 16:15:41 -0800,"Nashville, TN",Mountain Time (US & Canada) 568926716644745216,positive,1.0,,,Southwest,,fair_island,,0,@SouthwestAir Thank you!,,2015-02-20 16:14:34 -0800,Somewhere in Tennessee,Quito 568926656615690240,positive,0.662,,,Southwest,,JimSolava,,0,@SouthwestAir thank you. See u next wednesday in FLL. Save me some peanuts,,2015-02-20 16:14:19 -0800,,Central Time (US & Canada) 568926306496172032,neutral,1.0,,,Southwest,,ken_randolph,,0,@SouthwestAir How's life @ the NOC?,,2015-02-20 16:12:56 -0800,, 568925938840240128,neutral,1.0,,,Southwest,,FuyukaiDesuYo,,0,@SouthwestAir I will tell marry a lamp if you give me tickets to the Vegas show please I am desperate,,2015-02-20 16:11:28 -0800,, 568925711077117953,neutral,1.0,,,Southwest,,fair_island,,0,@SouthwestAir Are there any current promotions/codes for Nashville-Denver? Thank you!,,2015-02-20 16:10:34 -0800,Somewhere in Tennessee,Quito 568925579933671424,neutral,1.0,,,Southwest,,CeCeTheCeo,,0,@SouthwestAir #promotion fly 3 roundtrip #flights to and from #ATL between 2/15 and 5/17 and get a companion pass for the year #travel,,2015-02-20 16:10:03 -0800,Atlanta,Eastern Time (US & Canada) 568925459540344833,positive,1.0,,,Southwest,,jnlerner,,0,@SouthwestAir so happy that you can finally put your #southwestairlines boarding pass into passbook! Makes life so much easier ✈️,,2015-02-20 16:09:34 -0800,Los Angeles,Pacific Time (US & Canada) 568925054089629696,positive,0.6721,,,Southwest,,FuyukaiDesuYo,,0,@SouthwestAir I will do just about anything tO GO TO THE VEGAS SHOW PLEASE MAN,,2015-02-20 16:07:57 -0800,, 568923827788505088,negative,1.0,Late Flight,1.0,Southwest,,bodoughty,,0,@SouthwestAir here we go again. Delayed in Chicago why offer the 630 flight if you never intend to fly it,,2015-02-20 16:03:05 -0800,, 568919211357048832,neutral,1.0,,,Southwest,,sick_beat_swift,,0,@SouthwestAir OMG OMG OMG !!! I JUST DID!!,,2015-02-20 15:44:44 -0800,, 568918313239064576,negative,1.0,Customer Service Issue,1.0,Southwest,,davidgoodson71,,2,@SouthwestAir @JulGood1 she was traveling with me the one that got miscommunicated with,,2015-02-20 15:41:10 -0800,, 568915699290284032,negative,1.0,Late Flight,1.0,Southwest,,CVDCole,,0,"@SouthwestAir WTF, my flight was delayed and then I go to board and my boarding pass has disappeared from the Southwest app!",,2015-02-20 15:30:47 -0800,"Dallas, Texas",Central Time (US & Canada) 568915536844759040,neutral,1.0,,,Southwest,,didieraur,,0,@SouthwestAir tweet just popped up on my phone with @amin_aur follows. Missing my favorite Southwest pilot and brother.,"[35.12084166, -89.84738331]",2015-02-20 15:30:08 -0800,"Memphis, Tennessee",Central Time (US & Canada) 568914672826474496,neutral,0.6747,,0.0,Southwest,,mcyoung2,,0,@SouthwestAir do you have special fares for students to visit prospective schools? It's expensive to visit graduate programs.,,2015-02-20 15:26:42 -0800,ILLINOIS,Mountain Time (US & Canada) 568913643779203073,neutral,1.0,,,Southwest,,FuyukaiDesuYo,,0,@SouthwestAir I would be eternally grateful for tickets to the Vegas show ( ͡° ͜ʖ ͡°) God bless,,2015-02-20 15:22:37 -0800,, 568913623327703040,negative,1.0,Lost Luggage,1.0,Southwest,,Runtt1,,0,@SouthwestAir baggage woman said it was in Blatimore and would be on a plane this morning. Now they can't find it. WTF!???,,2015-02-20 15:22:32 -0800,"Springfield, MA",Eastern Time (US & Canada) 568913412505251840,negative,1.0,Bad Flight,0.67,Southwest,,bjawalka,,0,@SouthwestAir http://t.co/tTXRSyNLxr doesn't work on my flight. Just fyi.,,2015-02-20 15:21:42 -0800,"San Antonio, TX",Central Time (US & Canada) 568913346675613696,neutral,1.0,,,Southwest,,FuyukaiDesuYo,,0,@SouthwestAir PLEASE HELP! I would die to see the Vegas show! It would be amazing to hear their songs for real!,,2015-02-20 15:21:26 -0800,, 568913108153946112,neutral,0.3384,,0.0,Southwest,,FuyukaiDesuYo,,0,@SouthwestAir I need Imagine Dragons like I need air..... PLEASE HOOM ME UP FOR THE VEGAS SHOW ( ͡° ͜ʖ ͡°),,2015-02-20 15:20:29 -0800,, 568911873438920705,neutral,0.6444,,,Southwest,,FuyukaiDesuYo,,0,@SouthwestAir I am committed okay please hook me up for #DestinationDragons,,2015-02-20 15:15:35 -0800,, 568911349092212736,negative,0.672,Can't Tell,0.3382,Southwest,,FuyukaiDesuYo,,1,@SouthwestAir I would die if I got tickets to #DestinationDragons and you would be invited to my funeral,,2015-02-20 15:13:30 -0800,, 568911099740839936,negative,0.6805,Can't Tell,0.6805,Southwest,,AllenSpencer5,,1,@SouthwestAir = easy and pleasant. @united = difficult and stressful. Learned my lesson.,,2015-02-20 15:12:30 -0800,"Highlands Ranch, CO",Mountain Time (US & Canada) 568910702070534144,neutral,0.682,,0.0,Southwest,,FuyukaiDesuYo,,0,@SouthwestAir I would sell my nonexistent soul to go see #DestinationDragons,,2015-02-20 15:10:55 -0800,, 568908838784475136,neutral,0.6526,,,Southwest,,NinaDESell,,0,@SouthwestAir @TheEllenShow @Imaginedragons this job interferes w/Ellen Show & concerts! will alway treasure my @LiveAtFirefly experience!,,2015-02-20 15:03:31 -0800,, 568906726906335234,positive,0.6523,,0.0,Southwest,,rawbeeeen,,0,@SouthwestAir got it taken care of! thank you <3,,2015-02-20 14:55:08 -0800,310 ,Pacific Time (US & Canada) 568906461461393408,negative,1.0,Can't Tell,0.6346,Southwest,,StephenMW,,0,@SouthwestAir not sure I can trust a statement with that many small numbers above words. http://t.co/o3sRL1hfho,,2015-02-20 14:54:04 -0800,"San Jose, CA",Alaska 568906176353554432,neutral,1.0,,,Southwest,,dc816,,0,@southwestair has posted flight schedule covering the date range of @_defcon_ 23,,2015-02-20 14:52:56 -0800,"Kansas City, MO, USA",Central Time (US & Canada) 568905924217217024,negative,1.0,Late Flight,1.0,Southwest,,_ItsMeHollywood,,0,@SouthwestAir Late Flightly you've always been Late Flight! Please get back to the old #SWA!!,,2015-02-20 14:51:56 -0800,, 568905259550056448,negative,1.0,Cancelled Flight,0.6985,Southwest,,jimsmithrn,,0,"@SouthwestAir Totally sucks that my flights were weathered out of existence, but Stacy in Tucson helped with an overnight in Vegas!","[35.9807446, -115.0846183]",2015-02-20 14:49:18 -0800,Kentucky,Eastern Time (US & Canada) 568904155332354050,negative,1.0,Customer Service Issue,1.0,Southwest,,rawbeeeen,,0,@SouthwestAir are you guys alive? i've been on hold for 25 minutes and counting.....,,2015-02-20 14:44:55 -0800,310 ,Pacific Time (US & Canada) 568900531696984064,negative,1.0,Can't Tell,1.0,Southwest,,davidgoodson71,,3,@SouthwestAir Gary Kelly should be ashamed of himself running a corporation in this way,,2015-02-20 14:30:31 -0800,, 568900052397092864,negative,1.0,Can't Tell,0.3441,Southwest,,davidgoodson71,,4,@SouthwestAir you guys just rip me off if I could Cancelled Flight every flight I had booked for my employees I would Buyer beware,,2015-02-20 14:28:36 -0800,, 568899508601430016,negative,0.6319,Flight Booking Problems,0.6319,Southwest,,mr_deals805,,0,@SouthwestAir not if its travel Credit you used to buy and it expires on the day you find a lower rate,,2015-02-20 14:26:27 -0800,,Arizona 568898165635575808,positive,1.0,,,Southwest,,bluefig,,0,@SouthwestAir please acknowledge Attendant Jeff Wernicke. Beat in class and service on SW,,2015-02-20 14:21:06 -0800,"camas, wa",Alaska 568895164577685504,neutral,1.0,,,Southwest,,GEOFFWOAD69,,0,@SouthwestAir LACMA on Fairfax.,,2015-02-20 14:09:11 -0800,, 568894805914169345,negative,1.0,Can't Tell,0.6495,Southwest,,bluefig,,0,@SouthwestAir just want the money I paid for early bird refunded. Noone seemed to be able at three different. SW should have that worked out,,2015-02-20 14:07:45 -0800,"camas, wa",Alaska 568894687911632896,negative,1.0,Lost Luggage,0.6756,Southwest,,ThomRegan,,0,@SouthwestAir I filled in the form on the website too. Darn it all. I guess I'll just have to cross my fingers.,,2015-02-20 14:07:17 -0800,"USA, USA!",Eastern Time (US & Canada) 568894680881963008,positive,1.0,,,Southwest,,erin_christman,,2,@SouthwestAir THANK YOU SO MUCH FOR ACCESS TO #DestinationDragons TONIGHT AT @theTroubadour 😁 @Imaginedragons Crying /dying rn #ripme,,2015-02-20 14:07:16 -0800,TX | CA,Central Time (US & Canada) 568894341243998208,positive,0.6458,,,Southwest,,CaseGirl,,0,@SouthwestAir so excited about our last minute trip to @Disneyland (and she doesn't know yet!) http://t.co/nKAFbjyARi,,2015-02-20 14:05:55 -0800,Texas, 568894224738856961,neutral,0.68,,0.0,Southwest,,chadlacalamita,,0,@SouthwestAir aren't you based in Chicago? Why are you doing a hunt in LA and not your home city????!! Please bring one home,,2015-02-20 14:05:27 -0800,, 568893685397483522,negative,1.0,Late Flight,1.0,Southwest,,NGottesman,,0,@SouthwestAir heyo! What is causing flight 1836 ewr to hou to be delayed?,,2015-02-20 14:03:18 -0800,"BRKLYN, NY",Central Time (US & Canada) 568893498193158144,neutral,1.0,,,Southwest,,tracy_edes,,0,@SouthwestAir when will you have flight from DAL to PVD?,,2015-02-20 14:02:34 -0800,, 568893453515378689,negative,1.0,Can't Tell,0.6268,Southwest,,ChrisJLeary,,0,"@SouthwestAir Your wifi stinks. I'm not mad, but i wouldn't hate it if i got my money refunded.",,2015-02-20 14:02:23 -0800,,Pacific Time (US & Canada) 568893092927029249,negative,0.6465,Cancelled Flight,0.6465,Southwest,,JenniferWFox17,,0,@SouthwestAir Cancelled Flights arrivals & departures in Nashville as of 5pm. That and more weather headlines @ 4pm #LiveOnFOX17 #FebruaryFreezeFox17,,2015-02-20 14:00:57 -0800,"Nashville, TN",Central Time (US & Canada) 568892942770786304,neutral,1.0,,,Southwest,,royvergara,,0,@SouthwestAir any spare tickets for Vegas? Would be forever grateful! #DestinationDragons,,2015-02-20 14:00:21 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 568892540889509888,neutral,0.6604,,,Southwest,,miamicocount,,0,@SouthwestAir @TheEllenShow @Imaginedragons if only that was me! 😍 #DestinationDragons,"[40.2376266, -74.9171435]",2015-02-20 13:58:45 -0800,"Philadelphia, PA", 568892047559503873,positive,1.0,,,Southwest,,itsangieohyeah,,1,@SouthwestAir THANK YOU SO MUCH!! http://t.co/tGSB1DfPS3,,2015-02-20 13:56:48 -0800,Dodger Stadium | Disneyland,Pacific Time (US & Canada) 568891084107087872,neutral,1.0,,,Southwest,,Jennsaint8,,0,@SouthwestAir any chance they will change this to include Northeast airports? JetBlue has.,,2015-02-20 13:52:58 -0800,, 568889677094232064,negative,1.0,Customer Service Issue,1.0,Southwest,,oliviaxfaye,,1,@SouthwestAir I was on hold for 30 minutes & no one knows how to win these tickets that you're still handing out? #DestinationDragons,,2015-02-20 13:47:23 -0800,, 568889146179072000,negative,1.0,Customer Service Issue,1.0,Southwest,,davidgoodson71,,0,@SouthwestAir after 38 minutes on the phone I'm given another number to call now still on hold with them. http://t.co/1ZT2kEe8up,,2015-02-20 13:45:16 -0800,, 568889116399525888,neutral,1.0,,,Southwest,,sammi_jon3s,,2,@SouthwestAir please....can I have the last tickets for me and my best friend to #DestinationDragons http://t.co/eQqi1nfSZh,,2015-02-20 13:45:09 -0800,, 568888806805512192,positive,0.6715,,,Southwest,,Joeanhalt,,0,@SouthwestAir rules.,"[41.78959656, -87.74028015]",2015-02-20 13:43:55 -0800,"chicago, il ",Central Time (US & Canada) 568888623787089920,negative,1.0,Customer Service Issue,1.0,Southwest,,livvyports16,,1,@SouthwestAir no one I call knows anything about it so I'm just wondering how to get any? #DestinationDragons,,2015-02-20 13:43:12 -0800,, 568888508703752194,neutral,1.0,,,Southwest,,livvyports16,,1,"@SouthwestAir I saw ppl were winning tickets still, how do we win some?",,2015-02-20 13:42:44 -0800,, 568885971913023488,negative,0.6832,Can't Tell,0.6832,Southwest,,erin_christman,,0,@SouthwestAir okaaaaay UGH IM 8 MIN AWAY,,2015-02-20 13:32:39 -0800,TX | CA,Central Time (US & Canada) 568885499986874369,neutral,0.6633,,,Southwest,,LyndaTCorrea,,0,@SouthwestAir go @franks105 go!,,2015-02-20 13:30:47 -0800,Washington DC via L.A. ,Pacific Time (US & Canada) 568885007646740480,neutral,1.0,,,Southwest,,itsangieohyeah,,0,@SouthwestAir please please please http://t.co/xiJiFYmvqP,,2015-02-20 13:28:49 -0800,Dodger Stadium | Disneyland,Pacific Time (US & Canada) 568884751022624768,negative,1.0,Lost Luggage,1.0,Southwest,,joyajackson_,,0,"@SouthwestAir Yes, but I like need my luggage before tomorrow morning",,2015-02-20 13:27:48 -0800,looking for alaska,Quito 568884731489562624,neutral,0.6667,,,Southwest,,franks105,,0,@SouthwestAir 5 min away!,,2015-02-20 13:27:44 -0800,Hogwarts,Pacific Time (US & Canada) 568884675021635584,negative,1.0,Customer Service Issue,0.6442,Southwest,,mybadtequila,,0,"@SouthwestAir doesn't care nor does SNA agent Jacquie Plitt, rude gal bad attitude! had 2 fly @USAirways 2 CABO thx http://t.co/VbUxfPCKfa",,2015-02-20 13:27:30 -0800,"Scottsdale, AZ",Mountain Time (US & Canada) 568884252110159873,positive,1.0,,,Southwest,,liberapertus,,0,"@SouthwestAir Happily, flight 1625 was not delayed when a cockpit visit blew my four-yr-old's mind. Thanks, Cap'n! http://t.co/C8mqEzXVdH",,2015-02-20 13:25:49 -0800,"St. Paul, MN",Central Time (US & Canada) 568883988338581504,negative,0.6876,Customer Service Issue,0.3603,Southwest,,mybadtequila,,0,@SouthwestAir needs 2 make me whole Used my tkt back n PHX due 2 rude SNA agent Jacquie Plitt flew @USAirways 2 CABO http://t.co/QxWW1p09a0,,2015-02-20 13:24:46 -0800,"Scottsdale, AZ",Mountain Time (US & Canada) 568883981371846656,neutral,1.0,,,Southwest,,itsangieohyeah,,0,@SouthwestAir 8 mins!!! http://t.co/bbZiJWFDL3,,2015-02-20 13:24:45 -0800,Dodger Stadium | Disneyland,Pacific Time (US & Canada) 568883827218763777,neutral,1.0,,,Southwest,,chemasilvaurban,,0,@SouthwestAir is there a route to flight from Mexico City to Chicago midway using your services?,,2015-02-20 13:24:08 -0800,, 568883464923000832,positive,1.0,,,Southwest,,createmarc,,0,@SouthwestAir Flight 3056. Only an hour long but one of the best flights I've ever had. Kudos to flight crew and airline in general.,,2015-02-20 13:22:42 -0800,city of Lost Angels,Central Time (US & Canada) 568883124517494784,neutral,1.0,,,Southwest,,erin_christman,,0,@SouthwestAir how many are left?!,,2015-02-20 13:21:20 -0800,TX | CA,Central Time (US & Canada) 568882359409340416,negative,1.0,Flight Attendant Complaints,0.6987,Southwest,,mybadtequila,,0,@southwestAir SWA agent Jacquie Plitt @Orangecounty SNA rudely tells me You're not going 2 CABO today or manana back 2 PHX flew @USAirways,,2015-02-20 13:18:18 -0800,"Scottsdale, AZ",Mountain Time (US & Canada) 568882321119510528,positive,1.0,,,Southwest,,jodyfuller,,0,"@SouthwestAir, thanks for being so good to us #military folk. It's cold in #StLouis but I sure enjoyed my flight. http://t.co/RcdH183Q1J","[38.73434659, -90.35501265]",2015-02-20 13:18:09 -0800,"Opelika, Alabama ",Central Time (US & Canada) 568882182686707712,negative,1.0,Lost Luggage,1.0,Southwest,,joyajackson_,,0,@SouthwestAir thanks for losing my luggage,,2015-02-20 13:17:36 -0800,looking for alaska,Quito 568881291766034432,negative,0.6336,Flight Booking Problems,0.3404,Southwest,,JuliaMooch1,,0,@SouthwestAir what about for us that cant get to the states they are playing for the hunt? Any DestinationDragons tickets left?Even just one,,2015-02-20 13:14:03 -0800,Boston,Eastern Time (US & Canada) 568880408701435904,neutral,1.0,,,Southwest,,itsangieohyeah,,0,@SouthwestAir I'm on the 110 lol has anyone arrived yet??,,2015-02-20 13:10:33 -0800,Dodger Stadium | Disneyland,Pacific Time (US & Canada) 568880146284982272,neutral,0.6875,,0.0,Southwest,,ThomRegan,,0,"@SouthwestAir left behind iPad Air on flight 505 from Bradley to BWI, plane had already left by the time I realized. Can you possibly help?",,2015-02-20 13:09:30 -0800,"USA, USA!",Eastern Time (US & Canada) 568880082606911488,neutral,0.6505,,,Southwest,,franks105,,0,@SouthwestAir how many left?! I'm 15 min wway,,2015-02-20 13:09:15 -0800,Hogwarts,Pacific Time (US & Canada) 568880030123745280,negative,1.0,Customer Service Issue,0.6609,Southwest,,RawTravelTV,,0,@SouthwestAir well I HAD a car & free place 2 stay had I known Unacceptable treatment from Spvsr. Sally in Cleveland. #Disappointed,,2015-02-20 13:09:03 -0800,New York City,Eastern Time (US & Canada) 568879053496655872,neutral,1.0,,,Southwest,,MsPersia,,0,@SouthwestAir I cannot DM you as you do not follow me.,,2015-02-20 13:05:10 -0800,San Francisco,Pacific Time (US & Canada) 568879046215520256,negative,1.0,longlines,0.6864,Southwest,,MyStyleVita,,0,@SouthwestAir and this asshole cut in front of me. Your system blows. http://t.co/7ujt8VTCpa,,2015-02-20 13:05:08 -0800,Atlanta,Quito 568878340200906752,negative,1.0,Can't Tell,0.6842,Southwest,,MyStyleVita,,0,@SouthwestAir it's pretty stupid and I probably won't fly it again. Plus hearing nightmare stories of overbooked flights.,,2015-02-20 13:02:20 -0800,Atlanta,Quito 568878319074029568,neutral,1.0,,,Southwest,,itsangieohyeah,,0,@SouthwestAir I'm 30 mins out WAIT FOR ME😭😭😭,,2015-02-20 13:02:15 -0800,Dodger Stadium | Disneyland,Pacific Time (US & Canada) 568878244331696128,neutral,0.6777,,,Southwest,,andiecrombie,,0,@SouthwestAir get me on flight 4146 to denver and I'll be more than happy !!!!!,,2015-02-20 13:01:57 -0800,Dirty South Jerz,Eastern Time (US & Canada) 568876836324638720,neutral,0.6667,,,Southwest,,Leahey09,,0,@SouthwestAir will there a non-stop flight from Midway to Boise for this summer season? Looking to book at labor day trip. Ty,,2015-02-20 12:56:21 -0800,"Chicago, IL",Central Time (US & Canada) 568876016216600576,negative,1.0,Customer Service Issue,1.0,Southwest,,davidgoodson71,,1,@SouthwestAir over 15 minutes without talking to a human at what point would you recommend I call @AmericanAir http://t.co/ysqbVq6Mgb,,2015-02-20 12:53:06 -0800,, 568875674552807425,neutral,0.6737,,0.0,Southwest,,EamonFI,,0,@SouthwestAir can one use a companion pass w/ a points Flight Booking Problems or is it only cash fares? Thx!,,2015-02-20 12:51:44 -0800,San Francisco,Quito 568874435907682304,neutral,1.0,,,Southwest,,kiwi_loves_you_,,0,@SouthwestAir IM NOT THO 😭😭💔💔💔💔💔💔💔,,2015-02-20 12:46:49 -0800,, 568873612524032000,negative,1.0,Cancelled Flight,1.0,Southwest,,RawTravelTV,,0,@SouthwestAir so u guys Cancelled Flight #bna flights & don't bother 2 alert passengers? What gives?,,2015-02-20 12:43:33 -0800,New York City,Eastern Time (US & Canada) 568873020460126209,positive,1.0,,,Southwest,,Claireculb,,0,@SouthwestAir thank you so so much for sending me to LA for #DestinationDragons! Tonight is gonna rock😎,,2015-02-20 12:41:11 -0800,TX ΚΔ,Central Time (US & Canada) 568872880865325056,positive,1.0,,,Southwest,,WaynePartello,,0,@SouthwestAir oh I see what you did there! Thanks for supporting #PadresST.,,2015-02-20 12:40:38 -0800,San Diego,Eastern Time (US & Canada) 568870144891600896,positive,0.6822,,,Southwest,,amyums,,0,@SouthwestAir yeah haha. Never been in one. It's expensive 😂😂 and we will!!!!! So much fun! #destinationdragons,,2015-02-20 12:29:46 -0800,,Central Time (US & Canada) 568869594531651584,positive,1.0,,,Southwest,,seattlefordguy,,22,@SouthwestAir beautiful day in Seattle! http://t.co/iqu0PPVq2S,,2015-02-20 12:27:35 -0800,"Bellevue, WA",Hawaii 568868703762296832,positive,1.0,,,Southwest,,mcgibbon_keith,,0,@SouthwestAir This has to be the best video I have seen ever! - #teamspirit https://t.co/X5JenA7NyE,,2015-02-20 12:24:02 -0800,Ottawa Canada ,Eastern Time (US & Canada) 568866106317746176,positive,1.0,,,Southwest,,SAMoore10,,0,@SouthwestAir @SAMoore10 Thank you for your kind response. The acknowledgement and apology go a long way! #southwestrocks,,2015-02-20 12:13:43 -0800,"Austin, TX",Central Time (US & Canada) 568863304975839233,negative,0.6515,Customer Service Issue,0.6515,Southwest,,SantowDan,,0,@SouthwestAir No thanks. After those 25+ minutes someone did eventually help us and took care of it.,,2015-02-20 12:02:35 -0800,Chicago,Mountain Time (US & Canada) 568862460519813120,negative,1.0,Late Flight,0.6787,Southwest,,SantowDan,,0,"@SouthwestAir Was going for the weekend for friend's birthday, so no point in reFlight Booking Problems.",,2015-02-20 11:59:14 -0800,Chicago,Mountain Time (US & Canada) 568861568609456128,negative,1.0,Lost Luggage,1.0,Southwest,,Mercer312,,0,@SouthwestAir one of my bags didn't make it to my destination. I have the claim ticket. Any way to help out with a status on the location?,"[40.731704, -73.1724805]",2015-02-20 11:55:41 -0800,"Dallas, TX ",Eastern Time (US & Canada) 568860857326637056,neutral,0.624,,,Southwest,,Normthompsonsr,,0,@SouthwestAir when is the next flight with free cocktails ?,,2015-02-20 11:52:51 -0800,yuma az,Eastern Time (US & Canada) 568859651980156928,negative,0.6632,Can't Tell,0.3368,Southwest,,JustinMeyerKC,,0,Includes @KCIAirport “@SouthwestAir: Inclement weather may impact scheduled service in. ReFlight Booking Problems options available: http://t.co/KeyrpFlHil”,,2015-02-20 11:48:04 -0800,"Kansas City, MO",Eastern Time (US & Canada) 568858239372103680,neutral,0.6563,,,Southwest,,patrickisarobot,,0,"@SouthwestAir okay thank you :), also I did get a tweet earlier about 1.5 hrs ago saying I won & should send a DM but then it was deleted?",,2015-02-20 11:42:27 -0800,In my mind,Mountain Time (US & Canada) 568858194447085568,negative,1.0,Customer Service Issue,0.6564,Southwest,,LRC110979,,0,@SouthwestAir yes but not with out an attitude and nasty comment,"[41.93001697, -72.68496357]",2015-02-20 11:42:17 -0800,"Rochester Hills, MI",Eastern Time (US & Canada) 568856987632603136,positive,1.0,,,Southwest,,christina_kuo,,0,"@SouthwestAir you guys rock! So easy, quick, and affordable to change my flight. #bestairlineever #neverchange",,2015-02-20 11:37:29 -0800,"Washington, DC",Eastern Time (US & Canada) 568856905445199872,neutral,1.0,,,Southwest,,asianmegan,,0,"@SouthwestAir I have a credit that expires a month before my flight, is there any possible way I can have that extended?",,2015-02-20 11:37:09 -0800,Sittin on the dock of the bay ,Eastern Time (US & Canada) 568856846523502594,negative,1.0,Late Flight,1.0,Southwest,,KierstinKrul,,0,"@SouthwestAir 4 hour delay in ATL due to ""air traffic control""....love missing an entire day of my vacation #unhappycustomer #mytimeismoney",,2015-02-20 11:36:55 -0800,,Quito 568856823048089600,neutral,1.0,,,Southwest,,MattWalljasper,,0,@SouthwestAir I have a question re: your ATL companion pass offer. I know I need 3 revenue flight roundtrips. What's a revenue flight? thnx,,2015-02-20 11:36:50 -0800,"Atlanta, GA",Eastern Time (US & Canada) 568855390462603264,negative,1.0,Customer Service Issue,0.6571,Southwest,,SantowDan,,0,"@SouthwestAir#4569 Cancelled Flightled, had to get refund. Cancelled Flightlations happen. But the 25+ min phone wait & painful music unacceptable. Come on...",,2015-02-20 11:31:08 -0800,Chicago,Mountain Time (US & Canada) 568855357923074049,neutral,0.6482,,,Southwest,,TeddyLyngaas,,0,@southwestair How can I refer a friend for the Southwest Credit card for points?,,2015-02-20 11:31:00 -0800,"Milwaukee, WI",Central Time (US & Canada) 568853687130390528,neutral,0.6596,,0.0,Southwest,,djknuckles,,0,@SouthwestAir I have the DM from @SouthwestVerity if needed,,2015-02-20 11:24:22 -0800,WORLDWIDE,Pacific Time (US & Canada) 568853498726449152,neutral,1.0,,,Southwest,,djknuckles,,0,"@SouthwestAir hello I was talking with @SouthwestVerity but it says you moved here, they sent me a voucher but does not work can u help?",,2015-02-20 11:23:37 -0800,WORLDWIDE,Pacific Time (US & Canada) 568853440794730496,neutral,1.0,,,Southwest,,woman4lif,,0,@SouthwestAir I am following you now.,,2015-02-20 11:23:23 -0800,Northern UT,Mountain Time (US & Canada) 568852204750135296,neutral,1.0,,,Southwest,,woman4lif,,0,@SouthwestAir I can go. I want to badly!!!! I don't know how to DM. Can I e-mail you? Help!!! wmn4life@hotmail.com,,2015-02-20 11:18:29 -0800,Northern UT,Mountain Time (US & Canada) 568852176799277057,positive,1.0,,,Southwest,,MehtaGoesMeta,,0,"Thank you for your help, Shannon! Great customer service, @SouthwestAir.",,2015-02-20 11:18:22 -0800,"Astoria, New York",Eastern Time (US & Canada) 568850531642253312,negative,0.6459,Late Flight,0.6459,Southwest,,pnutbuttrnjille,,0,"@SouthwestAir 2 1/2 hours Late Flight, but I made it to sf! Maybe you can help me get on an earlier flight on Sunday :)",,2015-02-20 11:11:50 -0800,"san diego, CA", 568850515309826048,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,LRC110979,,0,@SouthwestAir again another ride SW employee that printed out boarding passes. Deficiency in training obviously,"[41.93015938, -72.68522399]",2015-02-20 11:11:46 -0800,"Rochester Hills, MI",Eastern Time (US & Canada) 568849994167529472,positive,1.0,,,Southwest,,billyontherun,,0,@SouthwestAir Thanks Lindsey & the Southwest twitter team for great service & a speedy resolution #LuvAgent #swa,,2015-02-20 11:09:41 -0800,,Eastern Time (US & Canada) 568849739346608128,negative,1.0,Late Flight,0.6364,Southwest,,Mackenzie_RT,,0,@SouthwestAir Apparently mechanics had to be flown in to fix some planes...not the most assuring sign,,2015-02-20 11:08:41 -0800,SF by way of NY and UNC. ,Quito 568849058523033601,positive,0.7025,,,Southwest,,lichelle75,,0,@SouthwestAir Please Help. We really want to fly with you. #guessweflyingdelta,,2015-02-20 11:05:58 -0800,, 568848795733069824,neutral,0.6733,,,Southwest,,hwalsh22,,0,@SouthwestAir how oh how do we get tickets! ?!,,2015-02-20 11:04:56 -0800,"Beaverton, OR", 568848068977799168,neutral,0.6925,,,Southwest,,TravelLeaders_,,0,"@SouthwestAir now accepting #Apple's Passbook app for boarding passes. App works on #iPhone & #iPodTouch, not #iPad. http://t.co/XxSaomBdGS",,2015-02-20 11:02:02 -0800,"Liverpool, NY",Eastern Time (US & Canada) 568846061307084800,positive,0.653,,,Southwest,,FaithGHubbard,,0,@SouthwestAir thank you! DMing now.,,2015-02-20 10:54:04 -0800,"washington, dc",Eastern Time (US & Canada) 568845879307735040,negative,1.0,Cancelled Flight,1.0,Southwest,,mrc0421,,0,@SouthwestAir did you Cancelled Flight ALL flights into BNA today??? #needtogethome,"[33.93454129, -118.40270098]",2015-02-20 10:53:20 -0800,, 568845241526038528,negative,0.6285,Cancelled Flight,0.6285,Southwest,,sdkstl,,0,@SouthwestAir huge problem with someone whose ticket was Cancelled Flighted mid trip. Can you DM?,,2015-02-20 10:50:48 -0800,"University City, MO", 568845012777111552,negative,1.0,Late Flight,1.0,Southwest,,Mackenzie_RT,,0,@SouthwestAir flights from sunny SFO delayed for hours and others Cancelled Flightled left and right with little updates. Any help @SouthwestAir?,,2015-02-20 10:49:54 -0800,SF by way of NY and UNC. ,Quito 568844412970770433,negative,1.0,Customer Service Issue,0.6768,Southwest,,JeffLGonzales,,0,"@SouthwestAir Please explain to reps, ignoring a technical issue and passing the buck is not a good business model. Lucky limited to 140",,2015-02-20 10:47:31 -0800,"Austin, TX",Central Time (US & Canada) 568843439107919872,negative,1.0,Flight Booking Problems,1.0,Southwest,,pkneis0414,,0,"@SouthwestAir understood. Just frustrating, you buy early bird check on the day they go on sale at 6:30am and get mid 'b'. Feel ripped off.",,2015-02-20 10:43:39 -0800,, 568842944024875008,neutral,0.6452,,0.0,Southwest,,_Aphmau_,,1,"@SouthwestAir So that's what happens when your power level goes over 9,000... feet in the air.",,2015-02-20 10:41:41 -0800,,Eastern Time (US & Canada) 568841522663329793,neutral,0.6476,,,Southwest,,capgaznews,,0,@SouthwestAir's CEO Kelly draws record crowd to @BWI_Airport Business Partnership breakfast http://t.co/CVba4olcBl http://t.co/wTa5pX70A5,,2015-02-20 10:36:02 -0800,"Annapolis, MD USA",Eastern Time (US & Canada) 568841522646552576,neutral,0.6294,,,Southwest,,MDGazette,,0,@SouthwestAir's CEO Kelly draws record crowd to @BWI_Airport Business Partnership breakfast http://t.co/hrvuKtpvn1 http://t.co/MY3dnVBZAZ,,2015-02-20 10:36:02 -0800,Glen Burnie,Quito 568840247657820160,negative,0.6822,Can't Tell,0.6822,Southwest,,fwmperkins,,0,@SouthwestAir Please start charging for carryon luggage. #CarryOnBagsSlowEverybodyDown,,2015-02-20 10:30:58 -0800,"Zephyrhills, Florida",Eastern Time (US & Canada) 568839199773732864,positive,0.6832,,,Southwest,,laurafall,,0,@SouthwestAir SEA to DEN. South Sound Volleyball team on its way! http://t.co/tN5cXCld6M,,2015-02-20 10:26:48 -0800,,Pacific Time (US & Canada) 568838781907935233,neutral,1.0,,,Southwest,,jscherms,,0,.@SouthwestAir I will if you can see about moving up my Brother in laws graduation to the 6th. Thanks.,,2015-02-20 10:25:08 -0800,,Eastern Time (US & Canada) 568836930550534145,neutral,1.0,,,Southwest,,MehtaGoesMeta,,0,@SouthwestAir will do. Thank you.,,2015-02-20 10:17:47 -0800,"Astoria, New York",Eastern Time (US & Canada) 568836616166313984,neutral,1.0,,,Southwest,,patrickisarobot,,0,"@SouthwestAir If there are any Imagine Dragons tickets left for tomorrow at @VelourLive here in Utah I would love to go I am available! :)",,2015-02-20 10:16:32 -0800,In my mind,Mountain Time (US & Canada) 568836477099995137,neutral,0.6759,,,Southwest,,mr_deals805,,0,@SouthwestAir so the fares I see for flights in fall are the ABSOULUTELY LOWEST they will be?,,2015-02-20 10:15:59 -0800,,Arizona 568834328937009152,negative,0.6527,Can't Tell,0.336,Southwest,,mwbhere,,0,"@SouthwestAir No no no. SWA low fares and on-time service is great! But manufactured quirkiness? Mmm, not so much. Signed, -CaptiveAudience",,2015-02-20 10:07:27 -0800,( Maryland | North Carolina ),Atlantic Time (Canada) 568833691306369025,negative,0.6459,Can't Tell,0.32299999999999995,Southwest,,wclsc59,,0,@SouthwestAir will you please start offering services out of @triflight and @AshevilleAir to other airports.. Have to drive 3-4 hrs to use u,,2015-02-20 10:04:55 -0800,johnson city tn, 568833608460283904,negative,1.0,Bad Flight,0.6593,Southwest,,AplSosy,,0,@SouthwestAir Flying now from JAX to DEN and I paid $8 for wifi that barely is functional. Couldn't do work if I wanted to. Never again.,,2015-02-20 10:04:35 -0800,"denver, co",Mountain Time (US & Canada) 568832907525152769,negative,1.0,Customer Service Issue,0.6735,Southwest,,noli528,,0,@SouthwestAir Flight to Nashville was Cancelled Flightled. How do we another flight? I've been trying to call & cannot get a human,,2015-02-20 10:01:48 -0800,"Nashville, TN",Central Time (US & Canada) 568831166976884736,negative,1.0,Late Flight,1.0,Southwest,,patsy_cruse,,0,@SouthwestAir delay is understandable but look at the time of the the flight and boarding time. Weird!,,2015-02-20 09:54:53 -0800,,Central Time (US & Canada) 568830255282040832,neutral,1.0,,,Southwest,,leavenodoubt131,,0,@SouthwestAir I will dm you now,,2015-02-20 09:51:15 -0800,,Tijuana 568829994786426881,positive,0.6631,,,Southwest,,msizzymarie,,0,@SouthwestAir already booked my tickets for August 20th-30th! Can't wait for my vacation!,,2015-02-20 09:50:13 -0800,New Mexico,Mountain Time (US & Canada) 568829852721106944,negative,1.0,Bad Flight,0.6342,Southwest,,pkneis0414,,0,@SouthwestAir very frustrated. Bought early bird at 6:30am on day tickets were released and got mid-B ticket. Spend $50 for nothing,,2015-02-20 09:49:39 -0800,, 568829686257623040,neutral,0.6555,,,Southwest,,sincitycomedy,,0,@SouthwestAir is that @MurraySawChuck,,2015-02-20 09:49:00 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 568829652233428992,neutral,1.0,,,Southwest,,bluefig,,0,@SouthwestAir Maybe it is just a machine...,,2015-02-20 09:48:52 -0800,"camas, wa",Alaska 568829494556897280,negative,1.0,Late Flight,0.3474,Southwest,,bluefig,,0,"@SouthwestAir so, when your plane doesn't work the luxuries I paid for go away but you keep my money? I need that biz model.",,2015-02-20 09:48:14 -0800,"camas, wa",Alaska 568829196962828289,negative,1.0,Customer Service Issue,0.631,Southwest,,Megs701,,0,@SouthwestAir you will extend if I call the day it expires.why can't it just be extended now?#mightmismybrosgraduation,,2015-02-20 09:47:03 -0800,, 568828959879790592,negative,0.6957,Can't Tell,0.6957,Southwest,,Iluvfastracks,,0,"@SouthwestAir y airline I fly with, but haven't seen anything like this yet!",,2015-02-20 09:46:07 -0800,Pocono Raceway,Mazatlan 568828574641328128,positive,1.0,,,Southwest,,cbtatenstl,,1,@SouthwestAir that's awesome! Love flying SWA!,,2015-02-20 09:44:35 -0800,"St. Louis, MO",Central Time (US & Canada) 568828335922356224,positive,0.6742,,0.0,Southwest,,I_LuvMy_3Girls,,0,@SouthwestAir That guy was the flight attendant on my last flight… he was hilarious! ☺,,2015-02-20 09:43:38 -0800,South ~O-H-I-O~ Side,Eastern Time (US & Canada) 568828267660054528,positive,1.0,,,Southwest,,ljordan,,0,@SouthwestAir thanks for the info and the quick response!,,2015-02-20 09:43:21 -0800,"Austin, TX",Central Time (US & Canada) 568827958527275008,positive,1.0,,,Southwest,,alycam,,0,@SouthwestAir shhhh i don't want something else to steal our deal😉,,2015-02-20 09:42:08 -0800,Kansas City,Central Time (US & Canada) 568826365878730753,negative,1.0,Cancelled Flight,1.0,Southwest,,danieljsu,,0,@SouthwestAir Cancelled Flighting flights 45 minutes before takeoff & sitting for 45 min on the runway of the rescheduled flight #badservice,,2015-02-20 09:35:48 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568825797613645824,neutral,1.0,,,Southwest,,JuliaMooch1,,0,@SouthwestAir how do I go on the scavenger hunt if I'm in Boston?,,2015-02-20 09:33:33 -0800,Boston,Eastern Time (US & Canada) 568825542792720385,neutral,1.0,,,Southwest,,Seattle_D,,0,@SouthwestAir Hi there. We’re flying SWA today. Our son has a peanut allergy. Any way to request the crew not serve peanuts on flight? Thx,,2015-02-20 09:32:32 -0800,Seattle (duh!),Pacific Time (US & Canada) 568823099182985216,positive,0.3612,,0.0,Southwest,,Muirkat_23,,0,@SouthwestAir Deborah helped me💁,,2015-02-20 09:22:49 -0800,, 568823050571026432,positive,1.0,,,Southwest,,jetringer5,,0,@SouthwestAir give this guy a raise....great start to flight from AZ to MKE..,,2015-02-20 09:22:38 -0800,Milwaukee wi,Central Time (US & Canada) 568821349688471552,negative,1.0,Customer Service Issue,1.0,Southwest,,CiaoBambino,,0,@SouthwestAir - 800 is not int'l friendly,,2015-02-20 09:15:52 -0800,Everywhere,Pacific Time (US & Canada) 568821268239089664,neutral,0.6664,,,Southwest,,saMykel,,0,"@SouthwestAir ha, ha not a make or break for me either way!",,2015-02-20 09:15:33 -0800,"Phoenix, Arizona",Central Time (US & Canada) 568820729879367680,negative,1.0,Customer Service Issue,1.0,Southwest,,bodoughty,,0,@SouthwestAir 4-4 in horrible customer service. Empty seats in early flight wantcharge me double to get home early instead the usual Late Flight,,2015-02-20 09:13:24 -0800,, 568818517694402561,negative,1.0,Customer Service Issue,0.6964,Southwest,,Muirkat_23,,0,@SouthwestAir can you answer the phone so I can change my flight plans. Srsly.,"[42.313473, -87.83530047]",2015-02-20 09:04:37 -0800,, 568818427579793409,negative,0.6866,Customer Service Issue,0.6866,Southwest,,Megs701,,0,@SouthwestAir you could be a little more accommodating with extending my flight credit.Whats 10 extra days!#notahappytraveler,,2015-02-20 09:04:15 -0800,, 568818229461721088,neutral,1.0,,,Southwest,,luoyegongfu,,0,@SouthwestAir I would.,,2015-02-20 09:03:28 -0800,"Tempe, AZ & World Wide",Tehran 568813634152849408,negative,1.0,Customer Service Issue,0.6809,Southwest,,CSENOJ,,0,"@SouthwestAir if you are going to be inconsistent enforcing your rules, I'd prefer you not randomly take it out on freq flyers that obey",,2015-02-20 08:45:13 -0800,, 568813302140284928,neutral,1.0,,,Southwest,,JuliaMooch1,,0,@SouthwestAir can you show me some luv?Its 9 degrees and all this snow but Imdetermined to go to #DestinationDragons http://t.co/oXm6cWGaB7,,2015-02-20 08:43:53 -0800,Boston,Eastern Time (US & Canada) 568812233146404864,neutral,0.6833,,0.0,Southwest,,ProShunks,,0,@SouthwestAir sent,,2015-02-20 08:39:39 -0800,, 568811734040862720,negative,1.0,Bad Flight,0.3522,Southwest,,CSENOJ,,0,@SouthwestAir what does relay concerns really mean & how/why do u keep letting people on flights with bags larger than u state are allowabl?,,2015-02-20 08:37:40 -0800,, 568810642523725824,neutral,1.0,,,Southwest,,CiaoBambino,,0,@SouthwestAir what number can we use to all from outside the US? Thx,,2015-02-20 08:33:19 -0800,Everywhere,Pacific Time (US & Canada) 568808340387536896,negative,1.0,Customer Service Issue,0.6507,Southwest,,ohshititsjake,,0,@SouthwestAir how long does it take for points from RR Shopping to post to my account? Got email saying I've earned points but don't see em,,2015-02-20 08:24:10 -0800,San Francisco,Pacific Time (US & Canada) 568808165636214784,neutral,0.7046,,,Southwest,,matthewhirsch,,0,@SouthwestAir Thanks! I know the routes you currently have from Newark. I was just wondering if there was any new ones on the horizon,,2015-02-20 08:23:29 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568807908374286336,positive,1.0,,,Southwest,,itsjessme_,,0,@SouthwestAir oh my gosh! Going to dm you now! Thank you!,,2015-02-20 08:22:27 -0800,,Alaska 568807451249627136,positive,1.0,,,Southwest,,geekstiel,,0,@SouthwestAir THANK YOU SO MUCH YOURE AMAZING IM GOING TO CRY OMG,,2015-02-20 08:20:38 -0800,,Atlantic Time (Canada) 568807206059028481,negative,0.6629999999999999,Late Flight,0.6629999999999999,Southwest,,coltsgal88,,0,@SouthwestAir If you could get me on the 12:15 flight! My 10:10 has been delayed until 1:05.,,2015-02-20 08:19:40 -0800,, 568804291755945984,negative,1.0,Flight Booking Problems,0.6559,Southwest,,parshooter321,,0,"@SouthwestAir couldn't make flight, funds forfeited as a no show!! Was trying to book another flight using those funds, I'm out.","[33.1973379, -96.7573509]",2015-02-20 08:08:05 -0800,, 568803368367366144,neutral,1.0,,,Southwest,,geekstiel,,0,@SouthwestAir I DMed you :),,2015-02-20 08:04:25 -0800,,Atlantic Time (Canada) 568802316893216769,neutral,1.0,,,Southwest,,Dragons_103,,0,@SouthwestAir When is the last chance to win #DestinationDragon ???,,2015-02-20 08:00:14 -0800,, 568802305606361089,negative,1.0,Late Flight,1.0,Southwest,,Vindictive_tK,,0,@SouthwestAir make this delay go away. Maybe upgrade me and Kats seats. We are headed to Columbus.,,2015-02-20 08:00:12 -0800,www.twitch.tv/sovindictive,Eastern Time (US & Canada) 568802232004513792,neutral,1.0,,,Southwest,,stacymichael14,,0,@SouthwestAir I have a flight 2/22 @930 am from Fort Lauderdale to bwi.. Can I Cancelled Flight that flight ? Flight 3458 trip I'd 314505529,,2015-02-20 07:59:54 -0800,, 568802105005346817,neutral,1.0,,,Southwest,,Dragons_103,,0,@SouthwestAir @geekstiel Do you know when the last chance is?,,2015-02-20 07:59:24 -0800,, 568802037057646594,neutral,1.0,,,Southwest,,_mighty_max_,,0,@SouthwestAir @Vindictive_tK Larry David works for southwest?,,2015-02-20 07:59:08 -0800,"Raleigh, NC", 568801542322548737,neutral,1.0,,,Southwest,,d4nigirl,,0,@SouthwestAir flying Southwest for the first time to LGA with a layover in Atlanta!,"[26.08232307, -80.16234879]",2015-02-20 07:57:10 -0800,"Douglaston, NY",Atlantic Time (Canada) 568800998929661953,positive,1.0,,,Southwest,,matthewhirsch,,0,@SouthwestAir Hi! Just wanted to see if you have any new routes planned this year for Newark. Love flying you guys and hope to do so more!,,2015-02-20 07:55:00 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568800246433775617,positive,1.0,,,Southwest,,Sinatra1979,,0,@SouthwestAir Thank You. We'll be in touch! #MoveAboutTheCountry,,2015-02-20 07:52:01 -0800,Ohio (by way of Nebraska),Eastern Time (US & Canada) 568800184345468929,negative,1.0,Customer Service Issue,0.6844,Southwest,,billyontherun,,0,@SouthwestAir FJBFSC all I need is receipt showing the 776.20 charge I have on my Amex not the 656.xx that I keep getting sent,,2015-02-20 07:51:46 -0800,,Eastern Time (US & Canada) 568798426810355712,negative,0.6386,Cancelled Flight,0.3295,Southwest,,DrKenRussell,,0,@SouthwestAir what do I need to do when TSA pre doesn't show for a flight of mine?,,2015-02-20 07:44:47 -0800,,Eastern Time (US & Canada) 568797768162127872,negative,1.0,Customer Service Issue,1.0,Southwest,,billyontherun,,0,@SouthwestAir getting the run around today with customer service & disconnected customer relations # given twice. Help!!!,,2015-02-20 07:42:10 -0800,,Eastern Time (US & Canada) 568797729876344833,negative,0.6808,Can't Tell,0.3514,Southwest,,lot223,,0,@SouthwestAir have been doing that for hours already,,2015-02-20 07:42:01 -0800,,Central Time (US & Canada) 568795746721513472,positive,1.0,,,Southwest,,Mercer312,,0,@SouthwestAir flight from BWI to ISP ready to go! Thanks for keeping us warm! #FrigidFriday http://t.co/bfPfW6eyKU,,2015-02-20 07:34:08 -0800,"Dallas, TX ",Eastern Time (US & Canada) 568794864533385216,positive,1.0,,,Southwest,,Cindy318,,0,"@SouthwestAir Love, love, love this. Southwest Rocks!! Always!! https://t.co/q8VSfFRd1u",,2015-02-20 07:30:38 -0800,Indiana,Indiana (East) 568793782164062208,neutral,1.0,,,Southwest,,Sinatra1979,,0,@SouthwestAir Who can I contact about requesting a charity donation? #ThankYou,,2015-02-20 07:26:20 -0800,Ohio (by way of Nebraska),Eastern Time (US & Canada) 568791283575201792,positive,1.0,,,Southwest,,Lil_Larso,,0,@SouthwestAir shout out to the flight #4386 crew for taking amazing care of us on our double down flight! #thankyou,,2015-02-20 07:16:24 -0800,"Grand Rapids,MI & Orlando, FL",Pacific Time (US & Canada) 568788357431447552,neutral,0.6601,,,Southwest,,lot223,,0,@SouthwestAir what is the status on flight#122 STL-AUS?,,2015-02-20 07:04:46 -0800,,Central Time (US & Canada) 568787787815776256,positive,1.0,,,Southwest,,Tinygami,,0,@SouthwestAir please do. Hate having to fly a different airline. You're my fav.,,2015-02-20 07:02:30 -0800,Michigan,Tehran 568787660266823680,negative,0.7128,Customer Service Issue,0.3723,Southwest,,pjfuller,,0,"@SouthwestAir After flying Delta this week, GoGo was so good. The tweet I sent you didn't even send until we landed - that's how bad it was",,2015-02-20 07:02:00 -0800,10 Miles South of Nowhere,Central Time (US & Canada) 568787046778720256,positive,0.6659,,,Southwest,,LENSconcept,,0,@SouthwestAir sure thing,,2015-02-20 06:59:34 -0800,,Eastern Time (US & Canada) 568785762218610690,negative,0.654,Customer Service Issue,0.654,Southwest,,elms614,,0,@SouthwestAir why did you book my hotel twice?!?! Ahhhhh,,2015-02-20 06:54:27 -0800,"Columbus, OH",Eastern Time (US & Canada) 568784615877574656,positive,0.3685,,0.0,Southwest,,carlostopeca,,0,@SouthwestAir save mile to visit family in 2015 and this will impact how many times I can see my mother. I planned and you change the rules,,2015-02-20 06:49:54 -0800,, 568784436428300290,positive,0.6955,,,Southwest,,Danehowell40,,0,@SouthwestAir Jackpot! #legroom http://t.co/ZO2iceG4lI,"[33.67698231, -117.8647932]",2015-02-20 06:49:11 -0800,,Pacific Time (US & Canada) 568784295759777797,negative,1.0,Customer Service Issue,0.625,Southwest,,parshooter321,,0,"@SouthwestAir you were my go to airline now not so much!! You say you care but I now see not so much! Right now, you suck!!","[33.18882771, -96.64036423]",2015-02-20 06:48:38 -0800,, 568784239841431552,negative,1.0,Can't Tell,1.0,Southwest,,carlostopeca,,0,@SouthwestAir I have been loyal to Southwest from the beginning but very unhappy about your devaluation.,,2015-02-20 06:48:24 -0800,, 568782761852596225,neutral,0.6542,,,Southwest,,svssywentz,,0,@SouthwestAir #DestinationDragons iD is my favorite band and i met my 2bestfriends thanks to them! it would be life changing to see them!,,2015-02-20 06:42:32 -0800,, 568781747128803328,positive,1.0,,,Southwest,,svssywentz,,0,"@SouthwestAir i live in the southwest, Imagine Dragons is my favorite band, and i met my 2bestfriends thanks to them. it would be amazing +",,2015-02-20 06:38:30 -0800,, 568781555784507392,negative,1.0,Customer Service Issue,0.3544,Southwest,,BCCoble,,0,@SouthwestAir Longer flights with 300 series no wifi? Will be great when you retire them.,,2015-02-20 06:37:45 -0800,"Grand Rapids, MI",Central Time (US & Canada) 568781450146787328,negative,1.0,Bad Flight,1.0,Southwest,,pjfuller,,0,"@southwestair excruciatingly slow internet on SWA flights is now the norm, rather than the exception. Is this being addressed?",,2015-02-20 06:37:19 -0800,10 Miles South of Nowhere,Central Time (US & Canada) 568781422804262912,neutral,0.3389,,0.0,Southwest,,wagneraj,,0,"@SouthwestAir yes, thank you. Just sent DM.",,2015-02-20 06:37:13 -0800,, 568780060720701440,neutral,0.66,,,Southwest,,geekstiel,,0,@SouthwestAir when is the last chance to get #DestinationDragons tickets? I would die of happiness if I won 😭🙏,,2015-02-20 06:31:48 -0800,,Atlantic Time (Canada) 568779480019251201,negative,1.0,Bad Flight,0.6872,Southwest,,rebekahcancino,,0,@SouthwestAir The in-browser hover over is intrusive and annoying. And the fact that the WiFi only works on one device is sort of sad.,,2015-02-20 06:29:30 -0800,"PHX, AZ",Arizona 568779073117245441,negative,1.0,Can't Tell,0.6723,Southwest,,rebekahcancino,,0,"@SouthwestAir the sign in screen had major mobile issues, the responsive design wasn't working properly my Nexus 5.",,2015-02-20 06:27:53 -0800,"PHX, AZ",Arizona 568778893085290496,negative,1.0,Lost Luggage,1.0,Southwest,,LENSconcept,,0,@SouthwestAir sure did. Also read on there that Southwest doesn't believe it is liable for the incident. How is it my fault that SW lost it?,,2015-02-20 06:27:10 -0800,,Eastern Time (US & Canada) 568778115956092928,negative,1.0,Bad Flight,0.6706,Southwest,,rebekahcancino,,0,@SouthwestAir What's up with the new in-flight WiFi service? Super crappy user experience. Miss the old provider. :(,,2015-02-20 06:24:04 -0800,"PHX, AZ",Arizona 568777943104802817,negative,0.6632,Bad Flight,0.3474,Southwest,,dealWHITit,,0,@SouthwestAir it's too damn cold to be sitting on this runway with no heat!!!!!,,2015-02-20 06:23:23 -0800,,Indiana (East) 568776728333541376,neutral,0.3469,,0.0,Southwest,,Milwaukette,,0,@SouthwestAir Can you please follow so I can DM? Thx!,,2015-02-20 06:18:34 -0800,"Milwaukee, WI",Atlantic Time (Canada) 568774192029523969,neutral,1.0,,,Southwest,,tracyannmanning,,0,@SouthwestAir sent DM,,2015-02-20 06:08:29 -0800,"Suwanee, GA",Pacific Time (US & Canada) 568773575705899008,positive,1.0,,,Southwest,,tradingtrainer,,0,@SouthwestAir... I love you. Air travel doesn't get easier.,,2015-02-20 06:06:02 -0800,Colorado,Mountain Time (US & Canada) 568772912557133824,positive,1.0,,,Southwest,,chuckgose,,0,@SouthwestAir Received awesome phone help from Jim today. Helped me switch around flights booked with points.,,2015-02-20 06:03:24 -0800,"Indianapolis, IN",Indiana (East) 568772846878461952,negative,1.0,Customer Service Issue,1.0,Southwest,,stilettoslife,,0,"@SouthwestAir Repeating this is policy is basically repeating ""Fuck you"" to your customers. I'll be shopping for a new airline ASAP",,2015-02-20 06:03:08 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568772817598050304,negative,1.0,Can't Tell,1.0,Southwest,,luoyegongfu,,0,"@SouthwestAir yeah... that's not what happened. I'm really pissed. This is the kind of thing I expect from US or Austrian, not you.",,2015-02-20 06:03:01 -0800,"Tempe, AZ & World Wide",Tehran 568772614639845377,negative,1.0,Lost Luggage,1.0,Southwest,,stilettoslife,,0,@SouthwestAir Glad to see you know how to keep the money in your own pockets. 'Thanks' for the voucher in return for lost bag.,,2015-02-20 06:02:13 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568772334632349696,negative,1.0,Customer Service Issue,0.6818,Southwest,,stilettoslife,,0,"@SouthwestAir you call this customer service?? Sitting in the tarmack for 1hr, lost bag, and you give me a $100. voucher???",,2015-02-20 06:01:06 -0800,"Baltimore, MD",Eastern Time (US & Canada) 568768874037915648,neutral,0.6426,,0.0,Southwest,,patrickisarobot,,0,@SouthwestAir I would love to go to the #DestinationDragons @ImagineDragons show tomorrow in Utah at @VelourLive! I've been trying so hard.,,2015-02-20 05:47:21 -0800,In my mind,Mountain Time (US & Canada) 568768837744611328,neutral,0.6904,,,Southwest,,LegendLeng,,0,@SouthwestAir i hope i can take my selfie stick on the plane today! #goingtovegas,,2015-02-20 05:47:12 -0800,,Central Time (US & Canada) 568768156841308160,negative,1.0,Flight Booking Problems,0.3763,Southwest,,luoyegongfu,,0,@SouthwestAir that's bull. Once you add a fare to the cart you should be locked in. I made it all the way to PayPal.,,2015-02-20 05:44:30 -0800,"Tempe, AZ & World Wide",Tehran 568764097015058432,neutral,1.0,,,Southwest,,andylapin,,0,"@SouthwestAir it is working on a different device, though. Any help is appreciated.",,2015-02-20 05:28:22 -0800,,Pacific Time (US & Canada) 568763877992706048,negative,1.0,Bad Flight,0.6452,Southwest,,andylapin,,0,@SouthwestAir having trouble with Wifi. No matter what I get redirected back to getconnected page even though it says I'm connected.,,2015-02-20 05:27:30 -0800,,Pacific Time (US & Canada) 568763876377907200,negative,1.0,Can't Tell,0.6699,Southwest,,birdman64015,,0,@Southwestair is this account even aware of the #destinationdragons contest? The one youre fucking up for me?,,2015-02-20 05:27:29 -0800,"Missouri, unfortunately.",Central Time (US & Canada) 568763245911126017,positive,1.0,,,Southwest,,Lb364,,0,@SouthwestAir Thank you! I can't wait either :),,2015-02-20 05:24:59 -0800,, 568763087689379840,negative,1.0,Customer Service Issue,0.6494,Southwest,,tracyannmanning,,0,@SouthwestAir What does this even mean? I'm taking about letting elite customers who paid for a seat fill a seat that will go empty anyway.,"[40.774588, -73.8708903]",2015-02-20 05:24:21 -0800,"Suwanee, GA",Pacific Time (US & Canada) 568762437832478720,positive,1.0,,,Southwest,,beefsnout,,0,@southwestair SWEET!!! Glad to hear it. I'll keep you guys in mind next time!,,2015-02-20 05:21:46 -0800,"Reno, NV, USA, Earth, Sol",Pacific Time (US & Canada) 568761996973379584,negative,1.0,Lost Luggage,0.6511,Southwest,,dman610_dave,,0,"@SouthwestAir you do a great job of achieving that at most cities, just not at BWI.",,2015-02-20 05:20:01 -0800,,Atlantic Time (Canada) 568760785113120768,negative,1.0,Cancelled Flight,1.0,Southwest,,birdman64015,,0,@SouthwestAir hello. my flight is Cancelled Flightled for #destinationdragons and no one at your desk at KCI knows what the fuck is happening!!!!!!!!,,2015-02-20 05:15:12 -0800,"Missouri, unfortunately.",Central Time (US & Canada) 568759914514014208,positive,1.0,,,Southwest,,butimvikki,,0,@SouthwestAir your employees at BWI have been amazing!,,2015-02-20 05:11:45 -0800,D{M}V,Quito 568758001856847872,positive,0.6509,,,Southwest,,derekbarney,,0,@SouthwestAir thanks for responding.,,2015-02-20 05:04:09 -0800,"Portsmouth, NH",Eastern Time (US & Canada) 568755032138469376,negative,1.0,Can't Tell,0.3513,Southwest,,birdman64015,,0,@Southwestair thanks for leaving me hanging here. #destinationdragons flights all fucked up now. No help?!,,2015-02-20 04:52:21 -0800,"Missouri, unfortunately.",Central Time (US & Canada) 568753398100692992,neutral,0.6284,,0.0,Southwest,,Kay2run,,0,"@SouthwestAir Hi! Winter Wx Advisory issued for STL. Snow & Ice & Cold, oh my! Will you issue a travel advisory for that?",,2015-02-20 04:45:51 -0800,St. Louis,Central Time (US & Canada) 568752276040495104,neutral,0.9159999999999999,,0.0,Southwest,neutral,kalenski,,0,"@SouthwestAir If a travel advisory is posted for DEN, can I then make changes to my ticket? Anything I need to know before I call?",,2015-02-20 04:41:24 -0800,Denver,Mountain Time (US & Canada) 568742080715104256,negative,0.6651,Flight Attendant Complaints,0.3418,Southwest,,andylapin,,0,@SouthwestAir luxury! Only 40 people on this flight. I'm going to get spoiled.,,2015-02-20 04:00:53 -0800,,Pacific Time (US & Canada) 568724299873431552,negative,1.0,longlines,0.3641,Southwest,,derekbarney,,0,"@southwestair three flights with three check in agents, not enough. #missedflight back to Jet Blue",,2015-02-20 02:50:14 -0800,"Portsmouth, NH",Eastern Time (US & Canada) 568697648028487680,positive,1.0,,,Southwest,,Lb364,,0,@SouthwestAir when are you releasing your flights for September? Just found out you fly direct lbb to las! So excited! #tripofalifetime,,2015-02-20 01:04:19 -0800,, 568673970251116544,negative,1.0,Flight Booking Problems,1.0,Southwest,,vdeshp2,,0,@SouthwestAir unable to book travel right now on the website or through the app. Help!,"[37.78915629, -122.4148408]",2015-02-19 23:30:14 -0800,San Francisco,Arizona 568671818262773760,positive,1.0,,,Southwest,,freehighfives,,0,@SouthwestAir Gracias... appreciate that!,,2015-02-19 23:21:41 -0800,"Austin, TX",Central Time (US & Canada) 568664266502479872,positive,1.0,,,Southwest,,JaylynCoffin,,0,@SouthwestAir was fantastic! That's the best flight service I've ever had.,,2015-02-19 22:51:41 -0800,Orlando Florida. (Winter Park), 568658885361438720,neutral,0.6974,,,Southwest,,linkster93,,0,@SouthwestAir would love to win tickets and take my son to Imagine Dragons in Provo Saturday night. Crossed fingers. #DestinationDragons,,2015-02-19 22:30:18 -0800,, 568650933049147392,negative,0.6459999999999999,Customer Service Issue,0.6459999999999999,Southwest,,ProShunks,,0,"@SouthwestAir Promotion also said two free round trip flights. Nope, had to pay $200 extra for chi to Vegas. Bait&switch.",,2015-02-19 21:58:42 -0800,, 568644929595056128,negative,0.6524,Can't Tell,0.6524,Southwest,,Yaardiegurl,,0,"@SouthwestAir so for an extra luggage, it cost $75????",,2015-02-19 21:34:50 -0800,Merica,Alaska 568639956622512128,negative,1.0,Bad Flight,0.6632,Southwest,,dotcomjohn,,0,@SouthwestAir turned my non-stop flight between Laguardia/dal into a 1 stop in STL. WTH? I'm thinking some sorta comp is in order? REALLY?,,2015-02-19 21:15:05 -0800,, 568639461648502784,positive,0.6809,,,Southwest,,jdbwaffles,,0,"@SouthwestAir Flying with you in about 2 weeks, bringing blankets bc it's freezing!😜",,2015-02-19 21:13:07 -0800,, 568637034761302017,negative,0.6543,Late Flight,0.6543,Southwest,,AdamLarsenn,,0,@SouthwestAir last 5 flights have all consistently ran behind schedule what's up with that ??,"[36.08029523, -115.1466466]",2015-02-19 21:03:28 -0800,Las Vegas , 568630779720417280,neutral,1.0,,,Southwest,,HolguinAndy,,0,@SouthwestAir how about some sweet promo code to help me visit my family!!!.... Please!!!... Lol,"[35.0557688, -78.9702049]",2015-02-19 20:38:37 -0800,, 568629791869394945,negative,1.0,Bad Flight,1.0,Southwest,,ViroSciCollie,,0,"@SouthwestAir my sinuses had to contend with two painful landings rather than one, and we missed a preregistration window. Beyond frustrated","[32.8405223, -96.8149248]",2015-02-19 20:34:41 -0800,"New York, NY",Eastern Time (US & Canada) 568629558716592128,negative,0.66,Customer Service Issue,0.35,Southwest,,teachermohler,,0,"@SouthwestAir Why do airlines change ticket prices in the middle of the day #annoyed",,2015-02-19 20:33:46 -0800,, 568627477259485185,negative,1.0,Late Flight,1.0,Southwest,,_ItsMeHollywood,,0,@SouthwestAir #delayed again! You're killing me Late Flightly!,,2015-02-19 20:25:29 -0800,, 568624572985004033,positive,0.6609,,,Southwest,,allymbeck,,0,@SouthwestAir LOVE IMAGINE DRAGONS SO MUCH I EOULD DIE IF I GOT TICKETS,,2015-02-19 20:13:57 -0800,, 568622676773703681,neutral,1.0,,,Southwest,,sick_beat_swift,,0,@SouthwestAir I WANNAA GO TO THE VEGAS SHOW SO BAD ID DOO ANYTHING #DestinationDragons,,2015-02-19 20:06:25 -0800,, 568622422309482496,positive,0.7172,,,Southwest,,sick_beat_swift,,0,"@SouthwestAir I love imagine dragons o flipping much, pls #DestinationDragons",,2015-02-19 20:05:24 -0800,, 568621312622657536,positive,0.6484,,,Southwest,,geekstiel,,0,@SouthwestAir I would love to go to the Atlanta show ♥️,,2015-02-19 20:01:00 -0800,,Atlantic Time (Canada) 568621122368851968,positive,1.0,,,Southwest,,sick_beat_swift,,0,@SouthwestAir I WOULD DO ANYTHING FOR tickets to the VEGAS... ANYTHING. I love imagine dragons so much!!,,2015-02-19 20:00:14 -0800,, 568618050745864192,negative,1.0,Late Flight,1.0,Southwest,,PeterSanto29,,0,@SouthwestAir Another delay. Wow,,2015-02-19 19:48:02 -0800,"boston, ma",Central Time (US & Canada) 568617163465957377,negative,1.0,Cancelled Flight,0.6806,Southwest,,KojiFox,,0,@SouthwestAir I don't want to be too whiny. We accommodated several passengers whose earlier flight was Cancelled Flightled. Our flight was very long.,,2015-02-19 19:44:30 -0800,New York City,Eastern Time (US & Canada) 568615365619662848,positive,1.0,,,Southwest,,lauraannB85,,0,@SouthwestAir this would be an awesome experience #DestinationDragons,,2015-02-19 19:37:22 -0800,North Carolina,Eastern Time (US & Canada) 568614676612964352,positive,1.0,,,Southwest,,THlSICKBEAT,,0,@SouthwestAir Hi! I ❤️ your company and fly all the time. I was wondering if you could please share this link & read! http://t.co/lO6LghPcdU,,2015-02-19 19:34:37 -0800,, 568613837198340098,neutral,0.6236,,,Southwest,,DSims3,,0,@SouthwestAir Yes! How about #DestinationDragons in San Diego?!?,"[32.80223908, -117.2312804]",2015-02-19 19:31:17 -0800,"San Diego, California",Pacific Time (US & Canada) 568613712858198016,negative,1.0,Bad Flight,0.6771,Southwest,,JatinAShah,,0,@SouthwestAir I can't begin to tell you how slow my plane's wifi is. I can't even pull up an email. What am i paying $8 for??,,2015-02-19 19:30:48 -0800,"Nashville, TN",Central Time (US & Canada) 568613245839224832,neutral,1.0,,,Southwest,,_YohoKa_,,0,@SouthwestAir do we get to pick which @Imaginedragons show? #DestinationDragons,,2015-02-19 19:28:56 -0800,a cell tower,Mountain Time (US & Canada) 568611966937214976,negative,0.66,Late Flight,0.66,Southwest,,PlaneyJanie,,0,@SouthwestAir BETSY is the BESTY! Gettin' stuck at #LAS might not be bad for most..but I want home! #homewardbound #betsy #besty #thankyou,,2015-02-19 19:23:51 -0800,, 568611700674584576,negative,1.0,Late Flight,1.0,Southwest,,MickeySnowflake,,0,"@SouthwestAir We should be landing at RIC right now, but haven't even left ATL. Should have picked Delta maybe?",,2015-02-19 19:22:48 -0800,N 30°23' 0'' / W 97°44' 0'', 568611482780508161,negative,1.0,Late Flight,1.0,Southwest,,collmac22,,0,@SouthwestAir I love ya but your bringin me down. An hour Late Flight leaving and now we've been sitting in the runway for 20 min 😥 #fail,,2015-02-19 19:21:56 -0800,Chicago,Central Time (US & Canada) 568611276026351618,negative,1.0,Bad Flight,0.3596,Southwest,,originalwecky,,0,"@SouthwestAir I have never been mor e disappointed in a company, charging $8 to use your wifi which only works for about 8 apps parhetic",,2015-02-19 19:21:07 -0800,, 568609263485984768,negative,1.0,Damaged Luggage,1.0,Southwest,,pwdersno,,0,@SouthwestAir Just picked up my bag at SEATAC all the clothes are soaking wet... #bagawim http://t.co/nGxAl9OmL6,,2015-02-19 19:13:07 -0800,Seattle, 568607454893727744,positive,0.6252,,,Southwest,,CalbynSevilla,,0,@SouthwestAir would be cool if the best airlines company hooked me up with @Imaginedragons tickets for Vegas ;),,2015-02-19 19:05:56 -0800,, 568605955614642176,positive,1.0,,,Southwest,,MattChrisEd,,0,"@SouthwestAir appreciate the reply, hopefully those LAX agents get the memo. Cheers!",,2015-02-19 18:59:58 -0800,City of Angels,Pacific Time (US & Canada) 568605600273141760,neutral,1.0,,,Southwest,,itsjessme_,,0,@SouthwestAir Can you help me out with tickets to the Vegas event? I would be so stoked!,,2015-02-19 18:58:33 -0800,,Alaska 568605358534447104,neutral,1.0,,,Southwest,,newt_ripley,,0,"@SouthwestAir I notice that there are separate buttons for ""guitar"" and actual ""music"" in this pic. Some bands should take note of this.",,2015-02-19 18:57:36 -0800,"Hollywood, CA",Pacific Time (US & Canada) 568604899870711808,neutral,1.0,,,Southwest,,Karima_Hersi,,0,@SouthwestAir give me tickets to atlanta! I would do anything! Anything 😆,,2015-02-19 18:55:46 -0800,"Ottawa,Canada ",Central Time (US & Canada) 568604830291222530,negative,1.0,Customer Service Issue,0.6803,Southwest,,julianguilfoyle,,0,@SouthwestAir offering us absolutely nothing for our troubles either. Blames the @TSA,,2015-02-19 18:55:30 -0800,"Springboro, Ohio",Atlantic Time (Canada) 568604231026003968,negative,1.0,Can't Tell,0.6667,Southwest,,mrssuperdimmock,,0,@SouthwestAir link doesn't work,,2015-02-19 18:53:07 -0800,"Lake Arrowhead, CA",Pacific Time (US & Canada) 568597968405835776,neutral,1.0,,,Southwest,,bhammock,,0,@SouthwestAir Just realized my Luv Voucher expired today. :( Any chance of getting some luv with an extension? Please? #VeryLoyalCustomer,,2015-02-19 18:28:14 -0800,"Queenstown, MD",Eastern Time (US & Canada) 568596145456291840,negative,0.691,Customer Service Issue,0.348,Southwest,,geekstiel,,0,"@SouthwestAir it'd be nice if I could get an answer, even a simple ""no"" would do; I just want to know. :)",,2015-02-19 18:20:59 -0800,,Atlantic Time (Canada) 568592809344819200,negative,1.0,Late Flight,0.6412,Southwest,,bluefig,,0,@southwestair after 4 hours of delays you did make a nice offer for rescheduling me the next day... but...,,2015-02-19 18:07:44 -0800,"camas, wa",Alaska 568591059602829314,positive,1.0,,,Southwest,,iknowmatt2,,0,@SouthwestAir a nice trip back home after a looong vaca 😊🌴 http://t.co/9TRvfnCedL,,2015-02-19 18:00:47 -0800,~~ Rhode Island ~~,Eastern Time (US & Canada) 568590782640164865,negative,1.0,Bad Flight,0.6882,Southwest,,freehighfives,,0,@SouthwestAir Paid for in flight wifi from Austin to San Diego - wasn't useable. :/ Possible to get a refund? Conf #8X7XVM,,2015-02-19 17:59:41 -0800,"Austin, TX",Central Time (US & Canada) 568589740833939456,positive,1.0,,,Southwest,,johnpitzel,,0,@SouthwestAir It was the usually excellent SWA flight!,,2015-02-19 17:55:32 -0800,"Kansas City, Missouri",Central Time (US & Canada) 568589732520665089,negative,0.6806,Late Flight,0.6806,Southwest,,paindocsteve,,0,@SouthwestAir you know I ❤️you but trying my patience - had easier cheaper ways from TPA to PDX but stuck w u. Turned my 3 hrs in MCI to 6,"[39.29345234, -94.71996208]",2015-02-19 17:55:30 -0800,,Eastern Time (US & Canada) 568588931379253248,negative,1.0,Can't Tell,0.6709,Southwest,,bfitnbfab,,0,@SouthwestAir I figured the streaming wouldn't work per the TOS but just the @NASCAR site is taking longer than 5 minutes to load,,2015-02-19 17:52:19 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 568587821264609280,negative,1.0,Late Flight,0.6768,Southwest,,kgLate Flightshow10,,0,"@SouthwestAir now we have to wait, and wait to get it straight. I fly you for personal and business. But now, not so sure. #BeBetter",,2015-02-19 17:47:55 -0800,'Zona, 568587490971533312,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,kgLate Flightshow10,,0,@SouthwestAir because your gate attendant let someone board whose boarding pass kept reading invalid. This messed up the passenger log.,,2015-02-19 17:46:36 -0800,'Zona, 568587424747511808,negative,1.0,Can't Tell,0.6848,Southwest,,bfitnbfab,,0,@SouthwestAir Your #Android Wi-Fi experience is terrible! $8 is a ripoff! I can't get to @NASCAR or MRN for @DISupdates #BudweiserDuels,,2015-02-19 17:46:20 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 568587228353585154,negative,1.0,Late Flight,1.0,Southwest,,kgLate Flightshow10,,0,"@SouthwestAir Dear SWA, I fly you a lot. Most of the time, amazing. Today: unacceptable.I am sitting here in Midway delayed 20 min....",,2015-02-19 17:45:33 -0800,'Zona, 568586882600161280,negative,1.0,Late Flight,0.6844,Southwest,,MySnobbyCX,,0,"@SouthwestAir, what do you know? Finally lined up like cattle to board my SW flight (after original departure time) #badcustomerservice",,2015-02-19 17:44:11 -0800,, 568586231409475584,neutral,0.6890000000000001,,0.0,Southwest,,Grime145,,0,@SouthwestAir seems like you could make more money by opening up seats on a more desirable flight.,,2015-02-19 17:41:36 -0800,,Eastern Time (US & Canada) 568585356586586113,positive,1.0,,,Southwest,,Salem_Eways,,0,@SouthwestAir Jason (108639) at Gate #3 in SAN made my afternoon!!! #southwestairlines #stellarservice #thanks!,,2015-02-19 17:38:07 -0800,, 568584029106266113,positive,1.0,,,Southwest,,YavesEllis,,0,@SouthwestAir thanks for adding straight flights from Columbus to Oakland!,,2015-02-19 17:32:50 -0800,"ÜT: 34.621818,-82.614032",Eastern Time (US & Canada) 568582794340896768,positive,0.6667,,,Southwest,,NormaG348,,0,@SouthwestAir I look forward to those direct flights to California to see my family more often. Thank you @MichaelBColeman #byebyeusairline,,2015-02-19 17:27:56 -0800,, 568582726875516929,negative,1.0,Customer Service Issue,1.0,Southwest,,CassandraWE,,0,@SouthwestAir where is the great customer service I have come to know/expect; you LUV dropped by EB check in and no help in sight!,,2015-02-19 17:27:40 -0800,,Quito 568582374549807104,negative,1.0,Customer Service Issue,1.0,Southwest,,CassandraWE,,0,@SouthwestAir why can't you help me after you made mistake and dropped my early bird check in on your end? Where is the LUV?,,2015-02-19 17:26:16 -0800,,Quito 568581984055906304,neutral,1.0,,,Southwest,,jolexa,,0,@southwestair I have a roundtrip ticket now and I need to change one leg of the trip (to a nearby airport) - not possible via website?,,2015-02-19 17:24:43 -0800,"Minnesota, USA",Central Time (US & Canada) 568581908075933696,negative,0.9658,Bad Flight,0.6623,Southwest,negative,abyrley,Bad Flight,1,@SouthwestAir please do something about the speed of your WiFi connections on your planes. It might as well be non-existent.,,2015-02-19 17:24:25 -0800,"Raleigh, NC", 568579873926746112,positive,0.6344,,0.0,Southwest,,ksteinkamp,,0,@SouthwestAir Your crew on 4028 tonight was outstanding. God bless them and the medically trained passengers on board.,,2015-02-19 17:16:20 -0800,Iowa,Central Time (US & Canada) 568578381320597504,negative,0.6603,Can't Tell,0.6603,Southwest,,looselydraped,,0,@SouthwestAir Weather seriously cannot even be the only excuse at this point because it was awful service in the summer too. Over it.,,2015-02-19 17:10:24 -0800,,Central Time (US & Canada) 568578230933979136,negative,1.0,Cancelled Flight,0.6547,Southwest,,looselydraped,,0,@SouthwestAir is seriously THE WORST. I don't remember the last time I or someone I knew had a flight that wasn't delayed / Cancelled Flightled / etc!,,2015-02-19 17:09:48 -0800,,Central Time (US & Canada) 568578057293807616,neutral,1.0,,,Southwest,,itsjessme_,,1,@SouthwestAir Is there any way to get entry to the Las Vegas event to see @Imaginedragons perform? #DestinationDragons,,2015-02-19 17:09:07 -0800,,Alaska 568575335148580864,positive,1.0,,,Southwest,,NickStewart140,,0,@SouthwestAir...give the crew of SWA 4007 a high five from this AV-8B guy for its nice XW landing into @bostonlogan. Nicely done!,,2015-02-19 16:58:18 -0800,Northern Virginia,Eastern Time (US & Canada) 568575202713583616,negative,1.0,Can't Tell,0.3506,Southwest,,Grime145,,0,@SouthwestAir why do you charge so much moving from a full flight to an earlier flight with seats available? doesn't make sense to me.,,2015-02-19 16:57:46 -0800,,Eastern Time (US & Canada) 568574960035360768,negative,1.0,Bad Flight,1.0,Southwest,,John_Corl,,0,@SouthwestAir and now no wifi??? Come on.,,2015-02-19 16:56:48 -0800,"Rochester, NY",Quito 568574614110117888,negative,1.0,Late Flight,1.0,Southwest,,John_Corl,,2,@SouthwestAir on brd now.frustrated we go 2 #BUF not #ROC.if tld flt was gng 2b held earlier would not be a mess.cng bk unable due to overbk,,2015-02-19 16:55:26 -0800,"Rochester, NY",Quito 568573661378174976,positive,1.0,,,Southwest,,CWiesmore,,0,"@SouthwestAir have to be honest, didn't expect a fast response, thank you! Off to #Chiberia we go!","[36.0931536, -86.6973554]",2015-02-19 16:51:39 -0800,Chicago,Central Time (US & Canada) 568573057184473089,positive,1.0,,,Southwest,,destryfields,,0,@SouthwestAir Making Miracles again! The customer service department gave me by far one of the friendliest phone calls ever. #wheelsup,,2015-02-19 16:49:15 -0800,Chicago,Pacific Time (US & Canada) 568572506300243968,positive,1.0,,,Southwest,,walterbiscardi,,0,@SouthwestAir Already signed up! Thanks! Looking forward to trying the Southwest experience.,,2015-02-19 16:47:03 -0800,Atlanta,Eastern Time (US & Canada) 568571900596772864,negative,1.0,Bad Flight,0.3553,Southwest,,CWiesmore,,0,"@SouthwestAir, on #unscheduled aircraft change, please have a better system in place, not worth the paid upgrade. #REFUND","[36.1293776, -86.6699252]",2015-02-19 16:44:39 -0800,Chicago,Central Time (US & Canada) 568571242627903488,neutral,1.0,,,Southwest,,hvroberts,,0,@SouthwestAir good to know. Perhaps it was execution then.,,2015-02-19 16:42:02 -0800,"ÜT: 33.648576,-117.898653",Pacific Time (US & Canada) 568571203553599488,negative,1.0,Late Flight,1.0,Southwest,,MichaelALopezJr,,0,@SouthwestAir love how you hold flight 2851 in PHX for Late Flight passengers and make us all over an hour Late Flight. Great job.,,2015-02-19 16:41:53 -0800,"San Antonio, TX",Central Time (US & Canada) 568571021554556929,negative,1.0,Flight Booking Problems,1.0,Southwest,,John_Corl,,0,@SouthwestAir I tried to return to orig booked flt. told overbooked.Gng to diff dest.Feel like we were switched on purpose bec of overbook.,,2015-02-19 16:41:09 -0800,"Rochester, NY",Quito 568570374335524865,positive,1.0,,,Southwest,,AMiltx3,,0,"“@SouthwestAir: @AMiltx3 You are forgiven most loved Customer,,,it's as if you never left :) ^LL” that's why you're bae ❤️",,2015-02-19 16:38:35 -0800,,Central Time (US & Canada) 568570219951554560,negative,1.0,Lost Luggage,0.6606,Southwest,,lillcheeks,,0,@SouthwestAir do we have a time estimate for our luggage? we'll be sure to fill out your survey!!,,2015-02-19 16:37:58 -0800,, 568568900767653889,positive,1.0,,,Southwest,,DStein026,,0,"@SouthwestAir you only hear about the bad things. Flying the last to weekends, the flights and crews were awesome. Thank you. 👍👍",,2015-02-19 16:32:44 -0800,, 568567255291703298,positive,0.6819,,,Southwest,,itsjessme_,,0,"@SouthwestAir Sorry to spam, it would just be so awesome to see @Imaginedragons in Vegas. Your help would be absolutely amazing.",,2015-02-19 16:26:11 -0800,,Alaska 568566331169247232,neutral,0.6667,,0.0,Southwest,,mikeroblescomic,,0,@SouthwestAir DM Sent.,,2015-02-19 16:22:31 -0800,New York City/San Antonio,Central Time (US & Canada) 568565615327227904,neutral,1.0,,,Southwest,,geekstiel,,0,@SouthwestAir can you please DM me? I have a question for you :),,2015-02-19 16:19:40 -0800,,Atlantic Time (Canada) 568565272824582145,neutral,1.0,,,Southwest,,AdrienneCorn,,0,@SouthwestAir done.0,,2015-02-19 16:18:19 -0800,Nashville/Franklin,Central Time (US & Canada) 568563550475698177,negative,0.6636,Bad Flight,0.6636,Southwest,,hwulczyn,,0,@SouthwestAir lets chat about flights to and from BWI and the Carolina area... Can a girl get break? I've had to resort to USAir 😖 2 a day?!,,2015-02-19 16:11:28 -0800,,Eastern Time (US & Canada) 568563324704706560,neutral,0.6769,,0.0,Southwest,,martr152,,0,@SouthwestAir sent,,2015-02-19 16:10:34 -0800,, 568562849447948288,negative,1.0,Late Flight,1.0,Southwest,,MySnobbyCX,,0,"@SouthwestAir, remember me? Wouldn't let me on 3:05pm flight (seats available). Now my 7:40 flight is delayed. Worst airline. #badservice",,2015-02-19 16:08:41 -0800,, 568562728585064449,positive,1.0,,,Southwest,,bjpoppe,,0,@SouthwestAir @MichaelBColeman - thanks for making new direct flight to San Francisco.,,2015-02-19 16:08:12 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 568562631616942080,positive,1.0,,,Southwest,,md11pilotms,,0,@SouthwestAir the crew of 4649 has been great to us today. Traveling from Ft. Lauderdale to Louisville with 2 kids 7 and under. Thanks!✈️✈️,,2015-02-19 16:07:49 -0800,,Eastern Time (US & Canada) 568560904469684224,neutral,0.6559,,0.0,Southwest,,wclsc59,,0,@SouthwestAir will you please work out a contract with @triflight to offer service there..,,2015-02-19 16:00:57 -0800,johnson city tn, 568559381295407104,neutral,0.6905,,,Southwest,,geekstiel,,0,@SouthwestAir please reply to my DM ♥️,,2015-02-19 15:54:54 -0800,,Atlantic Time (Canada) 568559216912416768,neutral,1.0,,,Southwest,,martr152,,0,@SouthwestAir you're going to compensate us for the two plane changes in Atlanta right?,,2015-02-19 15:54:15 -0800,, 568559061668507648,negative,0.6619,Bad Flight,0.3607,Southwest,,RedArmyHooligan,,0,@SouthwestAir next up: enforcing your boarding procedure.,,2015-02-19 15:53:38 -0800,"Plain Ol Plano, TX", 568558819959119872,negative,0.6327,Bad Flight,0.3265,Southwest,,scoutout,,0,@SouthwestAir Roger wilco.,,2015-02-19 15:52:40 -0800,"Lincoln, RI",Eastern Time (US & Canada) 568556874439790594,neutral,1.0,,,Southwest,,Traceyd14,,0,@SouthwestAir How do I enter passport information on an existing reservation before check in?,,2015-02-19 15:44:56 -0800,, 568555484589871105,neutral,0.6871,,,Southwest,,itsjessme_,,0,@SouthwestAir Any way you can help with entry to Vegas event? My Boyfriend & I have been @Imaginedragons fans since 2009. They are awesome!,,2015-02-19 15:39:25 -0800,,Alaska 568553101587832832,positive,0.7065,,0.0,Southwest,,jwfitz12,,0,"@SouthwestAir nvm, gate said they're holding connections. Thanks for quick response!",,2015-02-19 15:29:57 -0800,Chapel Hill,Eastern Time (US & Canada) 568552809555103744,neutral,1.0,,,Southwest,,AgroEquipment,,0,@SouthwestAir to the rescue. Sundown in Chicago. Next stop San Antonio! http://t.co/rQBpmwETtq,,2015-02-19 15:28:47 -0800,"Uvalde, TX",Central Time (US & Canada) 568551937185951744,negative,1.0,Late Flight,1.0,Southwest,,RedArmyHooligan,,0,"@SouthwestAir yall say flt 4200 is on time, yet we haven't boarded for a 3:35 departure b/c we are waiting on a new crew. Why the subterfuge",,2015-02-19 15:25:19 -0800,"Plain Ol Plano, TX", 568550726311346177,negative,0.6596,Flight Booking Problems,0.6596,Southwest,,saianel,,0,@SouthwestAir Did yall get rid of the Austin to Cabo flights all together? There's zero non-stop in Aug and Sept,"[30.20650347, -97.74889927]",2015-02-19 15:20:30 -0800,Texas,Mountain Time (US & Canada) 568549781502496768,positive,1.0,,,Southwest,,callmemrssachs,,0,@SouthwestAir looking forward to the beats music available on my flight today. That's pretty cool.,,2015-02-19 15:16:45 -0800,sacramento.ca.usa,Arizona 568548764484542464,positive,1.0,,,Southwest,,carleymine,,0,@SouthwestAir has some of the best airfare prices! Gotta LUV them :),,2015-02-19 15:12:43 -0800,"Columbia, Mo.",Central Time (US & Canada) 568548629973209089,negative,1.0,Late Flight,1.0,Southwest,,jwfitz12,,0,"@SouthwestAir my Flt was delayed, scheduled to miss my connection, can I get some help? 8HH4P2",,2015-02-19 15:12:11 -0800,Chapel Hill,Eastern Time (US & Canada) 568546953262436352,positive,1.0,,,Southwest,,WOOKesq,,0,"@SouthwestAir thank you, will do",,2015-02-19 15:05:31 -0800,catch me if you can,Eastern Time (US & Canada) 568546414604750848,negative,1.0,Can't Tell,0.6567,Southwest,,timothy_hiatt,,0,"@SouthwestAir I didn't say anything about patience, I said this is probably the last time I fly Southwest. I suggest others do the same.","[0.0, 0.0]",2015-02-19 15:03:22 -0800,"Chicago, IL", 568545857332588544,negative,0.6713,Late Flight,0.6713,Southwest,,currentlyjoseph,,0,@SouthwestAir flight # 317,,2015-02-19 15:01:10 -0800,bev. hills!,Eastern Time (US & Canada) 568543965026390016,neutral,1.0,,,Southwest,,shayhooke,,1,@SouthwestAir iPhone App Adds Passbook Support #Airlines #Travel http://t.co/lJzDTHD9Bv,,2015-02-19 14:53:38 -0800,,Pacific Time (US & Canada) 568543722943614976,neutral,0.6804,,,Southwest,,geekstiel,,0,@SouthwestAir do you have any tickets to the Atlanta show? I would love to go with my sister ♥️🙏,,2015-02-19 14:52:41 -0800,,Atlantic Time (Canada) 568542896539873281,neutral,1.0,,,Southwest,,pancho_joe,,0,"“@SouthwestAir: @pancho_joe No, no, you must've heard us wrong. Sweet mixtape,though"" 4 the record,I didn't leave the 80's, the 80's left me",,2015-02-19 14:49:24 -0800,"McKinney, Texas", 568542364207325185,positive,0.3708,,0.0,Southwest,,campnhike75,,0,@SouthwestAir :( Thanks for the opportunity...,,2015-02-19 14:47:17 -0800,indiana,Hawaii 568541825092304897,negative,1.0,Can't Tell,0.6429,Southwest,,TheeSamSanders,,0,@SouthwestAir don't ever tweet me again,,2015-02-19 14:45:08 -0800,On It,Quito 568539903979446272,negative,1.0,Customer Service Issue,0.68,Southwest,,TyMcNeely,,0,"@SouthwestAir Problem is, I wasn't issued a position until today at the gate. And no option to upgrade. Not good when you're 6'4.",,2015-02-19 14:37:30 -0800,"Austin, TX",Central Time (US & Canada) 568539290344402944,negative,1.0,Can't Tell,1.0,Southwest,,TheeSamSanders,,0,@SouthwestAir might be the worst airline ever,,2015-02-19 14:35:04 -0800,On It,Quito 568539193669914626,positive,1.0,,,Southwest,,Creative_Advant,,0,"@SouthwestAir truly the best in #customerservice. If something goes wrong, no matter how big or small the issue was, they fix it. Thank you",,2015-02-19 14:34:41 -0800,US,Eastern Time (US & Canada) 568538790244909056,positive,1.0,,,Southwest,,JackieFromSpace,,0,@SouthwestAir YOU ARE THE EASIEST AIRLINE TO DEAL WITH.. I LOVEEEE YOU SO MUCH,,2015-02-19 14:33:05 -0800,Los Angeles ,Arizona 568538599903244290,negative,1.0,Customer Service Issue,0.368,Southwest,,_troyjohnson,,1,@SouthwestAir My 11AM was canned. I empathize. But I think your Team has lost the right to be capitalized. It's a lowercase team day.,,2015-02-19 14:32:19 -0800,San Diego,Pacific Time (US & Canada) 568538034947297281,positive,1.0,,,Southwest,,PLLMyObsessionn,,0,@SouthwestAir thank you!,,2015-02-19 14:30:05 -0800,We know all so follow -A, 568536883199746048,neutral,1.0,,,Southwest,,PLLMyObsessionn,,0,@SouthwestAir yes please,,2015-02-19 14:25:30 -0800,We know all so follow -A, 568535948042104832,positive,1.0,,,Southwest,,WeebDaCat,,0,"@SouthwestAir ok, gotcha! ✈️😃👍",,2015-02-19 14:21:47 -0800,Calgary AB Canada,Mountain Time (US & Canada) 568535604159332352,negative,1.0,Bad Flight,1.0,Southwest,,rbethmann,,0,@SouthwestAir Oops...no functioning bathrooms on a fairly full flight? Hope everyone on 702 from New York can hold it. Me included.,,2015-02-19 14:20:25 -0800,, 568533372709908480,positive,0.6155,,0.0,Southwest,,MaryWallYall,,0,"@SouthwestAir I'm excited too, but perhaps you could scale your excitement back by a few weeks...",,2015-02-19 14:11:33 -0800,Chicago,Central Time (US & Canada) 568531207459221506,neutral,1.0,,,Southwest,,sammi_jon3s,,1,@SouthwestAir @Imaginedragons please help me and my best friend get tickets to #DestinationDragons we have so much to thank them for....,,2015-02-19 14:02:57 -0800,, 568531187481706496,neutral,1.0,,,Southwest,,livvyports16,,1,@SouthwestAir is there any way me & my best friend could get tickets to #DestinationDragons ? they mean everything in the world to us.,,2015-02-19 14:02:52 -0800,, 568531043805999104,neutral,1.0,,,Southwest,,sammi_jon3s,,0,@SouthwestAir @livvyports16 and I became best friends Bcuz of @Imaginedragons is there any other way?,,2015-02-19 14:02:18 -0800,, 568531035723603968,positive,0.6607,,,Southwest,,livvyports16,,1,@SouthwestAir me & @sammi_jon3s are best friends because of @Imaginedragons. Any chance we could get tickets to #DestinationDragons ?,,2015-02-19 14:02:16 -0800,, 568531020267458561,positive,1.0,,,Southwest,,stefughknee,,0,@SouthwestAir thank you! ❤️❤️❤️ you guys!,,2015-02-19 14:02:12 -0800,, 568528678671360000,negative,0.6854,Can't Tell,0.3708,Southwest,,MaryWallYall,,0,"@SouthwestAir my trip is a month away...why do you consider it ""around the corner""? Is that a setting I can change?",,2015-02-19 13:52:54 -0800,Chicago,Central Time (US & Canada) 568526769373859841,neutral,0.6709,,,Southwest,,DSauvinet,,0,"@SouthwestAir CEO Gary Kelly, ""You all are absolutely my heroes!"" #SouthwestRally #BWI #bestemployees #swaculture http://t.co/JTxyHQHfJJ",,2015-02-19 13:45:19 -0800,Washington DC, 568525573175136256,neutral,1.0,,,Southwest,,PeterQuintas,,0,"@southwestair *any site*? gmail, facebook, etc.",,2015-02-19 13:40:33 -0800,Tampa Bay (Chicago native),Quito 568524407850688512,positive,0.6735,,,Southwest,,DSauvinet,,0,"@SouthwestAir CEO Gary Kelly, ""We are America's most loved and most flown airline!"" #SouthwestRally #BWI #bestemployees #swaculture #swapic",,2015-02-19 13:35:56 -0800,Washington DC, 568524265663803395,negative,1.0,Bad Flight,1.0,Southwest,,PeterQuintas,,0,@SouthwestAir I tried again with your in-flight wifi #fail,,2015-02-19 13:35:22 -0800,Tampa Bay (Chicago native),Quito 568523935853051906,negative,0.6688,Flight Booking Problems,0.3526,Southwest,,Annabelle439,,0,@SouthwestAir Flight Booking Problems all my Late Flight summer travel! Did the AUS-CUN direct flight disappear?,,2015-02-19 13:34:03 -0800,New York City,Quito 568523051853197312,positive,1.0,,,Southwest,,DreSparkles,,0,@SouthwestAir @DreSparkles Thank you! I finally made it to my destination,"[34.0658388, -117.5711653]",2015-02-19 13:30:32 -0800,"Gridley, CA. ",Pacific Time (US & Canada) 568520773444308992,positive,0.643,,0.0,Southwest,,ladyaustin96,,0,@SouthwestAir Luvin me some flights today!! Don't change!! And please add Paypal as payment option!!!,,2015-02-19 13:21:29 -0800,Florida,Eastern Time (US & Canada) 568519360953716736,neutral,1.0,,,Southwest,,MikeWJZ,,1,@SouthwestAir Pres/CEO Gary Kelly at #TheRoFo addressing 2000 of his BWI based employees. @cbsbaltimore http://t.co/OI32uq2tTZ,"[39.28859449, -76.61832385]",2015-02-19 13:15:52 -0800,schuhm@wjz.com,Eastern Time (US & Canada) 568519214211813377,negative,1.0,Late Flight,1.0,Southwest,,pnutbuttrnjille,,0,@SouthwestAir you're killing me!! always #delayed from #SanDiego to #SF!! #ugh,,2015-02-19 13:15:17 -0800,"san diego, CA", 568518406959312897,neutral,1.0,,,Southwest,,stefughknee,,0,@SouthwestAir when can I start Flight Booking Problems for next years super bowl time? 😩#help,,2015-02-19 13:12:05 -0800,, 568515166410653696,neutral,0.6659,,,Southwest,,Erinopie,,0,@SouthwestAir will you ever have a nonstop from #SJC to #BNA?? We'll take #SFO or #OAK too! Pleaseeeeee thank you!,,2015-02-19 12:59:12 -0800,"Silicon Valley, CA",Pacific Time (US & Canada) 568514819369754624,negative,1.0,Flight Attendant Complaints,0.6904,Southwest,,crescentcitylaw,,0,@SouthwestAir almost bumped me off my flight to HRL when I was 20 minutes early then your staff was rude when I asked what was the problem?,,2015-02-19 12:57:50 -0800,"New Orleans, Louisiana",Central Time (US & Canada) 568513072819646464,negative,0.6515,Customer Service Issue,0.6515,Southwest,,LindseyCason,,0,"@SouthwestAir experiencing the worst customer service ever currently. Waited for CS rep, then put ""on hold"" but actually was hung up on.",,2015-02-19 12:50:53 -0800,Houston,Central Time (US & Canada) 568513003307429888,positive,0.6634,,,Southwest,,SamMurphy_17,,0,@SouthwestAir makes flying for @UNO_Baseball fun! Flight crew just led the plane in singing happy birthday to one of our guys! #LuvInTheAir,,2015-02-19 12:50:37 -0800,Omaha,Eastern Time (US & Canada) 568511254530101248,neutral,1.0,,,Southwest,,krisnaturally,,0,@SouthwestAir thank you. Please follow and I will send.,,2015-02-19 12:43:40 -0800,"Boca Raton, FL",Eastern Time (US & Canada) 568510632930050048,positive,1.0,,,Southwest,,jbrauninger500,,0,@SouthwestAir I just received your birthday card. It was amazing and made me smile with joy. Nice videos. Thanks.,,2015-02-19 12:41:11 -0800,"iPhone: 38.639580,-90.237061",Central Time (US & Canada) 568510570799869952,positive,1.0,,,Southwest,,JoshWinkles,,0,Thanks @SouthwestAir ! #heartlanta,,2015-02-19 12:40:57 -0800,"Atlanta, GA",Eastern Time (US & Canada) 568506661373145089,neutral,1.0,,,Southwest,,MixMasterDJSrv,,0,"@SouthwestAir any idea if there will be any ""spring sales"" soon for travel from Late Flight August to early September? Going from PA to LAX.","[41.24222981, -77.02647239]",2015-02-19 12:25:25 -0800,"Williamsport, Pa",Eastern Time (US & Canada) 568505615208693761,positive,1.0,,,Southwest,,MCarlucci,,0,"@SouthwestAir thanks for the b day concert I watched them all (and noticed the fist bump/high five at the end of the ""rock"" version)",,2015-02-19 12:21:15 -0800,SEA,Pacific Time (US & Canada) 568504198385373184,negative,1.0,longlines,0.6842,Southwest,,elisegraham,,0,@SouthwestAir why doesn't your terminal B in LGA have pre-check? Makes me want to never fly your airline,,2015-02-19 12:15:37 -0800,NYC or a plane,Eastern Time (US & Canada) 568502870435336192,neutral,0.6774,,,Southwest,,1KingMeech,,0,@SouthwestAir just announced non-stop flights to Dallas from Columbus. Well next time @iGotMonte best you'll have less time airport hopin 😂😂,,2015-02-19 12:10:21 -0800,Somewhere living life....,Central Time (US & Canada) 568502289402630144,positive,1.0,,,Southwest,,itsjessme_,,0,@SouthwestAir My boyfriend and I have LOVED @Imaginedragons since 2009 & it would be so awesome to go to Vegas event. Any way you can help?,,2015-02-19 12:08:02 -0800,,Alaska 568502021390786561,negative,0.6954,Can't Tell,0.3648,Southwest,,damonvonn,,0,@SouthwestAir reviewing your oversize policy. Hardcase golfbags are free if under weight. How do we add guitars and instruments to the list?,,2015-02-19 12:06:58 -0800,Los Angeles,Pacific Time (US & Canada) 568498076962451456,negative,0.6485,Customer Service Issue,0.6485,Southwest,,Milenomics,,0,"@SouthwestAir @saianel You could have just said ""We don't know""",,2015-02-19 11:51:18 -0800,, 568496445164273665,negative,1.0,Can't Tell,0.6847,Southwest,,yentruok720,,0,@SouthwestAir Why can't I find a cheap flight from DC to St Louis? The prices went up like crazy for April weekends!,,2015-02-19 11:44:49 -0800,DC, 568496176116457472,negative,0.6556,Customer Service Issue,0.3444,Southwest,,funnyfellah,,0,@SouthwestAir can't DM you without you following me...,,2015-02-19 11:43:45 -0800,, 568495924135235585,neutral,1.0,,,Southwest,,pancho_joe,,0,"“@SouthwestAir: #IfThe80sNeverStopped, we'd still be rocking out to this chart-topping hit"". What? The 80's are over?",,2015-02-19 11:42:45 -0800,"McKinney, Texas", 568495601471647745,neutral,1.0,,,Southwest,,ravulapati,,0,@SouthwestAir 4467 and 152 on 2/25 and 503 and 25 on 2/26th.,,2015-02-19 11:41:28 -0800,"Round Rock, TX",Hawaii 568495464015929344,neutral,1.0,,,Southwest,,saianel,,0,@SouthwestAir Do y'all know when the new routes from HOU to Aruba & Puerto Vallarta will be available?,"[30.20654541, -97.74890436]",2015-02-19 11:40:55 -0800,Texas,Mountain Time (US & Canada) 568495231877967872,negative,0.6596,Can't Tell,0.3404,Southwest,,NieBee,,0,"@SouthwestAir PWM direct to Orlando on Saturdays, why is this only happening in March? I thought it was going to be a permanent thing. :(",,2015-02-19 11:40:00 -0800,Maine,Eastern Time (US & Canada) 568495216291913728,negative,0.6932,Customer Service Issue,0.3636,Southwest,,funnyfellah,,0,@SouthwestAir Yes I can. But you guys should get your act together.,,2015-02-19 11:39:56 -0800,, 568494692117155841,negative,1.0,longlines,0.3452,Southwest,,blue_kap,,0,@SouthwestAir Unable to check in my flight. It says my itinerary is ineligible for checkin online. Go to counter. Very inconvenient!!!,,2015-02-19 11:37:51 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568494596973600769,neutral,1.0,,,Southwest,,kipster81,,0,@SouthwestAir wow! Some things are better forgotten!,,2015-02-19 11:37:28 -0800,Pennsylvania,Eastern Time (US & Canada) 568494498361294848,positive,1.0,,,Southwest,,TkerVker,,0,@SouthwestAir Thank you. Great tool,,2015-02-19 11:37:05 -0800,, 568494397144358914,positive,1.0,,,Southwest,,StevenRheaDelga,,0,@SouthwestAir you should know the crew today on flight #1071 AUS to PDX was awesome! #SWA,,2015-02-19 11:36:41 -0800,, 568491900195500032,negative,1.0,Can't Tell,1.0,Southwest,,vizualpupil,,0,"@SouthwestAir thanks a lot for sending a ""special deal"" with @Budget. Getting screwed is the best when on vacation #sarcasm get new partners","[29.98473682, -90.25978334]",2015-02-19 11:26:45 -0800,"Chicago--Savannah--Atlanta, GA",Eastern Time (US & Canada) 568491765910659072,negative,1.0,Flight Booking Problems,0.3515,Southwest,,dahriowonder,,0,@SouthwestAir for your loyal A-list customers it should be easier to get help and bring resolution to issues with your rewards program.,,2015-02-19 11:26:13 -0800,West Coast, 568491484401557504,negative,0.6771,Customer Service Issue,0.6771,Southwest,,dahriowonder,,0,@SouthwestAir no one has answers...no one can help. There is always a different story to why my and my fiancee' can't be helped.,,2015-02-19 11:25:06 -0800,West Coast, 568491160056045568,neutral,0.6507,,,Southwest,,jaysonsperling,,0,"@SouthwestAir Don't worry, you will! :-)",,2015-02-19 11:23:49 -0800,"Denver, CO. USA",Pacific Time (US & Canada) 568491142410571778,negative,1.0,Customer Service Issue,1.0,Southwest,,dahriowonder,,0,@SouthwestAir Yes. Please train your customer service agents with correct protocol.. I should not be receiving different 411 evrytime I call,,2015-02-19 11:23:45 -0800,West Coast, 568490268271484929,negative,1.0,Cancelled Flight,0.7090000000000001,Southwest,,juliemiller1,,0,@SouthwestAir never got any notification that flight 955 was Cancelled Flighted today. Correct phone # and email on file. Not a happy customer.,,2015-02-19 11:20:16 -0800,"Bay Area, CA",Pacific Time (US & Canada) 568489786081714176,positive,1.0,,,Southwest,,thomasdcameron,,0,@SouthwestAir I was just sitting here talking at a tech conference about how awesome you guys are and this rolled across. Luv you guys! #LOL,,2015-02-19 11:18:21 -0800,"Austin, Texas",Central Time (US & Canada) 568489413262610433,neutral,1.0,,,Southwest,,TTpKP12,,0,@SouthwestAir do you have any flights from NAS-BWI ton March 23?,,2015-02-19 11:16:52 -0800,,Central Time (US & Canada) 568486399663575040,neutral,0.6504,,0.0,Southwest,,ravulapati,,0,@SouthwestAir for my travel I see bz class and get away are sld out. Anytime is available . How do I know how many anytime are available?,,2015-02-19 11:04:54 -0800,"Round Rock, TX",Hawaii 568484677868265473,neutral,0.3674,,0.0,Southwest,,TkerVker,,0,@SouthwestAir Thanks I get that. It looks like all BWI-SJD services stops after Aug 7. Is that the case? I cant find one date with flights.,,2015-02-19 10:58:03 -0800,, 568484335747268608,neutral,1.0,,,Southwest,,alexster4324,,0,@SouthwestAir can I get some luv with a fallow?,,2015-02-19 10:56:42 -0800,, 568483773467262976,positive,0.664,,0.0,Southwest,,boscott73,,0,"@SouthwestAir thanks for your attention, I've been flying southwest for 3 years and haven't had this issue in the past.",,2015-02-19 10:54:28 -0800,"Denver, Colorado",Mountain Time (US & Canada) 568483386580439040,neutral,0.6584,,,Southwest,,geekstiel,,0,@SouthwestAir do you have a pair of tickets to the @Imaginedragons show in Atlanta?! I'd love to go! #DestinationDragons,,2015-02-19 10:52:55 -0800,,Atlantic Time (Canada) 568482840750530560,negative,1.0,Flight Attendant Complaints,0.6525,Southwest,,pjarnold,,0,@SouthwestAir suggestion- shades on the windows @KCIAirport so travelers won't have to watch ur luggage handlers throwing their bags around,"[39.29372784, -94.71998281]",2015-02-19 10:50:45 -0800,,Central Time (US & Canada) 568482803266031616,neutral,0.6429,,0.0,Southwest,,geekstiel,,0,@SouthwestAir please help me get tickets to the @Imaginedragons club show in Atlanta?! #DestinationDragons,,2015-02-19 10:50:36 -0800,,Atlantic Time (Canada) 568482252168019968,neutral,1.0,,,Southwest,,geekstiel,,0,@SouthwestAir Do you perhaps have a pair to the Atlanta show? #prettyplease,,2015-02-19 10:48:25 -0800,,Atlantic Time (Canada) 568481017876623360,negative,1.0,Customer Service Issue,0.6092,Southwest,,dahriowonder,,1,"@SouthwestAir your A-list program is a complete JOKE! Your company does not value loyal customers.Time to look for another ""go-to"" airliner",,2015-02-19 10:43:31 -0800,West Coast, 568480653819453440,negative,1.0,Flight Booking Problems,0.6667,Southwest,,jennihnp,,0,"@SouthwestAir What's with the pricing cache?! About to book a flight, refreshed the page, & the price jumped from $73 to $159. Ridiculous. 😑",,2015-02-19 10:42:04 -0800,"San Jose, CA", 568479399273758721,neutral,1.0,,,Southwest,,bryceadvice,,0,@SouthwestAir @Imaginedragons #DestinationDragons Any tix to spare? I wanna go see the show on Friday in LA with my friend @HayleyMad!,,2015-02-19 10:37:05 -0800,"Los Angeles, CA",Central Time (US & Canada) 568478881063276545,negative,1.0,Customer Service Issue,1.0,Southwest,,LVGully,,0,@SouthwestAir A-List Pref credit card holder called exclusive # and hung up after on hold for 14 min. What gives???,,2015-02-19 10:35:01 -0800,Las Vegas,Pacific Time (US & Canada) 568478666868588545,positive,1.0,,,Southwest,,bryceadvice,,0,@SouthwestAir #DestinationDragons @Imaginedragons I'm a HUGE FAN! I would love tix to your show!,,2015-02-19 10:34:10 -0800,"Los Angeles, CA",Central Time (US & Canada) 568478536715120640,neutral,1.0,,,Southwest,,vincentpowell,,0,@SouthwestAir following!! My bad.,,2015-02-19 10:33:39 -0800,"Houston, TX",Central Time (US & Canada) 568478204190720000,negative,1.0,Customer Service Issue,0.6519,Southwest,,TkerVker,,0,@SouthwestAir Is your BWI-SJD service seasonal? Wasn't part of extension. Called intl desk. They didn't know. Want to fly in Sept on Sat.,,2015-02-19 10:32:20 -0800,, 568476518852247552,positive,1.0,,,Southwest,,MinderJoan,,0,@SouthwestAir Scott is the best!!! Thank yo from the bottom of my heart💕#DestinationDragons with friends in LA @HayleyMad see u Friday,,2015-02-19 10:25:38 -0800,,Eastern Time (US & Canada) 568474442210283520,neutral,0.6627,,0.0,Southwest,,OhYouLanceyHuh,,0,@SouthwestAir why must the 4:45pm nonstop BOS-BNA flight stop running after August 7???,,2015-02-19 10:17:23 -0800,508--954--305--615,Quito 568471761051721728,neutral,0.6452,,0.0,Southwest,,danteusa1,,0,"@SouthwestAir I have 2d and 3d embossed badges and patches superior to the ones you are currently using. http://t.co/3fq3XElbOn",,2015-02-19 10:06:44 -0800,, 568470715009277952,positive,0.6777,,,Southwest,,aaronaebie,,0,@SouthwestAir now flying non stop CMH-OAK has me daydreaming about a trip to the bay...especially in this weather. #OhioProbz,,2015-02-19 10:02:34 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 568470266793340929,negative,1.0,Customer Service Issue,0.6665,Southwest,,CeceliaNBrady,,1,@SouthwestAir 3 flights yesterday; no treats but nuts and pretzels. Also no origami in the magazine. New policies? #OldPoliciesWayBetter,,2015-02-19 10:00:47 -0800,,Eastern Time (US & Canada) 568469882922102785,negative,1.0,Lost Luggage,1.0,Southwest,,heffery,,0,@SouthwestAir is awful. They have lost my bag and aren't providing any info. This is day 3 and nothing. #WORSTAIRLINEEVER,,2015-02-19 09:59:16 -0800,Colorado,Mountain Time (US & Canada) 568469155709624321,negative,1.0,Cancelled Flight,0.6383,Southwest,,Kbaiocchi,,0,"@SouthwestAir if this flight is Cancelled Flighted or delayed any further I expect full compensation for my park ticket, hotel & flight..",,2015-02-19 09:56:23 -0800,CT ,Eastern Time (US & Canada) 568468715819266048,positive,1.0,,,Southwest,,Bigtopher,,0,@SouthwestAir yeehaw. You found us another plane. Thx for listening to me vent.,,2015-02-19 09:54:38 -0800,,Arizona 568468372524023808,negative,1.0,Can't Tell,0.6806,Southwest,,Kbaiocchi,,0,@SouthwestAir there is a good chance myself nor anyone else in this airport will ever be Flight Booking Problems southwest again..,,2015-02-19 09:53:16 -0800,CT ,Eastern Time (US & Canada) 568467596414210049,negative,1.0,Customer Service Issue,0.6701,Southwest,,Kbaiocchi,,0,@SouthwestAir and YOUR costumer service representative lied to me and ensured me the plane would be leaving by 330.. It's scheduled for 455,,2015-02-19 09:50:11 -0800,CT ,Eastern Time (US & Canada) 568467366780264448,negative,1.0,Late Flight,1.0,Southwest,,Kbaiocchi,,0,@SouthwestAir not to mention I now have to sit in the airport for 4 hours. You've ruined my trip. I am not happy and want compensation.,,2015-02-19 09:49:16 -0800,CT ,Eastern Time (US & Canada) 568467150475812864,negative,1.0,Late Flight,1.0,Southwest,,Kbaiocchi,,0,@SouthwestAir you need to get your act together. You new this morning at 830 our plane was malfunctioning. Yet I've been delayed 3 times ..,,2015-02-19 09:48:24 -0800,CT ,Eastern Time (US & Canada) 568467055747313664,negative,0.6702,Can't Tell,0.3404,Southwest,,MySnobbyCX,,1,"@SouthwestAir @BrittanyOBX11, keeping families apart w/ your quirky, archaic policies. Any other airline accommodates in this situation.",,2015-02-19 09:48:02 -0800,, 568466642193104897,negative,1.0,Lost Luggage,1.0,Southwest,,streetsmartsmom,,0,@SouthwestAir Report was filed but would like to support some active searching. Feels pretty passive now. Info on computer is precious.,,2015-02-19 09:46:23 -0800,"Duluth, GA",Eastern Time (US & Canada) 568466550337875969,negative,1.0,Late Flight,0.6833,Southwest,,Bigtopher,,0,@SouthwestAir surprise surprise more delays. Seems to be the norm. Broken down equipment.,"[39.86311565, -104.67610845]",2015-02-19 09:46:01 -0800,,Arizona 568465058264698880,positive,1.0,,,Southwest,,MinderJoan,,1,@SouthwestAir This is unbelievable... Thank you so much! #DestinationDragons,,2015-02-19 09:40:06 -0800,,Eastern Time (US & Canada) 568464940367007744,positive,1.0,,,Southwest,,VictoriaJacobs,,0,@SouthwestAir AMAZING c/s today by SW thank you SO very much. This is the reason we fly you #southwest,,2015-02-19 09:39:38 -0800,Barrie | Ontario | Canada,Eastern Time (US & Canada) 568464798926524417,positive,1.0,,,Southwest,,kavemankan94,,0,@SouthwestAir is the best airline out there no one is better than them #OneLove #Southwest #bestairline,,2015-02-19 09:39:04 -0800,,Alaska 568464337146404864,positive,1.0,,,Southwest,,X713,,0,@SouthwestAir great cabin and flight crew this morning on #578. A great smile and happy staff are signs of a happy company. Thanks.,,2015-02-19 09:37:14 -0800,13Curious,Eastern Time (US & Canada) 568463331251634176,positive,1.0,,,Southwest,,NYtoBalt,,0,@SouthwestAir thank you for always going above and beyond with your customer service!!!!!! #favoriteairline #luvforSW #southwestAir,,2015-02-19 09:33:14 -0800,,Eastern Time (US & Canada) 568463093568835584,neutral,0.6692,,,Southwest,,MsPersia,,0,@SouthwestAir yes can do,,2015-02-19 09:32:17 -0800,San Francisco,Pacific Time (US & Canada) 568462314388656128,negative,0.6915,Flight Booking Problems,0.3511,Southwest,,covika,,0,@SouthwestAir Why doesn't mean TSA PreCheck show up on my mobile boarding pass? My KTN is linked to my account.,,2015-02-19 09:29:11 -0800,NorCal - Eugene - Indianapolis,Pacific Time (US & Canada) 568460539602608128,positive,1.0,,,Southwest,,dwitb,,0,"@SouthwestAir great news for @PortColumbusCMH today. Finally, Columbus' top unserved market will have flights.",,2015-02-19 09:22:08 -0800,United States, 568460395544862720,negative,0.6559,Can't Tell,0.34299999999999997,Southwest,,ohrebeca,,0,@SouthwestAir no flights to HRL :( is this a limited route?,,2015-02-19 09:21:34 -0800,"minneapolis, mn",Central Time (US & Canada) 568458879220076545,positive,0.6395,,0.0,Southwest,,TheLalaine,,0,"@SouthwestAir is really stepping up their ""service""🐩 http://t.co/VQTyza6Mzu",,2015-02-19 09:15:32 -0800,Space (till back in the PH),Pacific Time (US & Canada) 568458185071132672,negative,1.0,Bad Flight,0.6923,Southwest,,Jaaaarin,,0,@southwestair this inflight WIFI is the absolute worst. I'd be willing to have paid double for dialup speeds... #Flight7,,2015-02-19 09:12:47 -0800,NM TX PA ¯\_(ツ)_/¯,Central Time (US & Canada) 568457802059902976,neutral,1.0,,,Southwest,,ohrebeca,,0,@SouthwestAir are there any flights from MSP to HRL in March? I'm looking at 3/19-3/23,,2015-02-19 09:11:16 -0800,"minneapolis, mn",Central Time (US & Canada) 568457761366781952,negative,0.6477,Customer Service Issue,0.6477,Southwest,,davedunlap,,0,@SouthwestAir Yes I know that. Also noticed you offer A list boarding after A60. So your programs are too popular.,,2015-02-19 09:11:06 -0800,,Pacific Time (US & Canada) 568457681855340544,negative,1.0,Can't Tell,0.3667,Southwest,,itshosey,,0,@SouthwestAir I pay for a service to be delivered. Whether or not it is your fault shouldn't there be some sort of compensation?,,2015-02-19 09:10:47 -0800,Los Angeles,Arizona 568456567835619328,negative,1.0,Can't Tell,1.0,Southwest,,davedunlap,,0,@SouthwestAir A little surprised my Early Bird got me B15 from DEN to KC just now. Worst I've had. What's up?,,2015-02-19 09:06:21 -0800,,Pacific Time (US & Canada) 568454986574602240,positive,1.0,,,Southwest,,SupermanHopkins,,0,"@SouthwestAir Again, please accept my apologies for my lame, childish tweet. You didn't deserve that, & I remain a LOYAL SW customer!",,2015-02-19 09:00:04 -0800,, 568454606675529731,positive,1.0,,,Southwest,,SupermanHopkins,,0,"@SouthwestAir I owe you an apology. My tweet was out of frustration, not constructive criticism. I'm a SW fan & LOVE your service!",,2015-02-19 08:58:34 -0800,, 568454418141614080,neutral,0.6444,,,Southwest,,geekstiel,,0,@SouthwestAir wouldn't it be awesome for my first time flying to be #DestinationDragons?!,,2015-02-19 08:57:49 -0800,,Atlantic Time (Canada) 568454304488673280,positive,1.0,,,Southwest,,kimmck64,,0,@SouthwestAir ..just booked trip to Cancun...❤️ no baggage fees..but need to have more flight time options,,2015-02-19 08:57:22 -0800,,Central Time (US & Canada) 568453988758233089,positive,1.0,,,Southwest,,jlittle100,,0,@SouthwestAir thank you!!! #bringbacktheluvtordu #miami #directflights,,2015-02-19 08:56:06 -0800,, 568453818335129601,neutral,1.0,,,Southwest,,geekstiel,,0,"@SouthwestAir I can easily get to the Atlanta show, I just need tickets, help?!",,2015-02-19 08:55:26 -0800,,Atlantic Time (Canada) 568453351479721986,negative,1.0,Late Flight,0.3535,Southwest,,MySnobbyCX,,0,"@SouthwestAir, got ""duped"" w/ a connection on 1st flight (sneaky), now u won't give me a seat on an earlier flight w/ availability. Shameful",,2015-02-19 08:53:35 -0800,, 568453042816868352,neutral,0.66,,,Southwest,,0504Traveller,,0,"@SouthwestAir adding direct flights from #Columbus to #Oakland, @BostonLogan http://t.co/p8Vcz4XTHM via @DispatchAlerts",,2015-02-19 08:52:21 -0800,,Central Time (US & Canada) 568452051740413952,positive,1.0,,,Southwest,,erinpeep,,0,@SouthwestAir That would be great. Thank you! I'll send it over when you follow.,"[33.05776114, -96.78169517]",2015-02-19 08:48:25 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568451916319096832,neutral,1.0,,,Southwest,,0504Traveller,,0,"@SouthwestAir boarding passes now compatible with #iPhone #Passbook http://t.co/1ESmMnIZEk",,2015-02-19 08:47:52 -0800,,Central Time (US & Canada) 568451244009742336,negative,1.0,Customer Service Issue,0.36,Southwest,,MySnobbyCX,,1,"@SouthwestAir, real sincere apology! Makes my day! Glad to know flying mail is more important than me. Never flying SW again! #badservice",,2015-02-19 08:45:12 -0800,, 568450643175866368,negative,0.7021,Customer Service Issue,0.7021,Southwest,,TMP8622,,0,@SouthwestAir I already follow you and can't DM because u need to follow me back,,2015-02-19 08:42:49 -0800,"Tempe, AZ",Arizona 568448902011224064,neutral,1.0,,,Southwest,,katxc,,0,@SouthwestAir My DM won't go through but it is 261633561838. Please let me know if you need anything else.,,2015-02-19 08:35:54 -0800,Chicago,Central Time (US & Canada) 568448300325605377,neutral,1.0,,,Southwest,,KTmBoyle,,0,@SouthwestAir Can someone rebook me? Please direct message me.,,2015-02-19 08:33:30 -0800,Gone West,Eastern Time (US & Canada) 568448282239713280,negative,1.0,Customer Service Issue,0.67,Southwest,,MySnobbyCX,,1,"@SouthwestAir, rude customer svc, won't accommodate an earlier flight w/o $400 charge. US Mail takes priority over customers. #badservice",,2015-02-19 08:33:26 -0800,, 568448265441554432,negative,1.0,Flight Attendant Complaints,0.6559,Southwest,,erin_gilley,,0,@SouthwestAir RUDE gate agent. Wholly unacceptable to us & other passengers. Think this will be our last time on sw.,,2015-02-19 08:33:22 -0800,, 568448242804871168,negative,1.0,Cancelled Flight,0.337,Southwest,,KTmBoyle,,0,@SouthwestAir having trouble reFlight Booking Problems a Cancelled Flighted flight. no one picking up phones and your site isn't working.,,2015-02-19 08:33:16 -0800,Gone West,Eastern Time (US & Canada) 568448077624770560,positive,1.0,,,Southwest,,pax7877,,0,@SouthwestAir @FortuneMagazine Love SW forever😃💕😍⤴⤴,,2015-02-19 08:32:37 -0800,,Hawaii 568447937929289729,negative,1.0,longlines,0.3368,Southwest,,slaffere,,0,@SouthwestAir please hire an efficiency consultant to manage your PHX baggage checkin. Way to many open kiosks with 100's of ppl waiting,,2015-02-19 08:32:04 -0800,"Dallas, TX",Central Time (US & Canada) 568447131431931904,neutral,1.0,,,Southwest,,NicholasJamz,,0,@SouthwestAir question all. When will I receive my yearly bonus point accumulation? I think it's around now but not sure. Thanks! :),"[0.0, 0.0]",2015-02-19 08:28:52 -0800,UNICEF NYHQ,Eastern Time (US & Canada) 568446993548206081,neutral,0.6424,,,Southwest,,BitterEnd2013,,0,@SouthwestAir @FortuneMagazine. I'm flying on one right this minute,,2015-02-19 08:28:19 -0800,, 568446450700558336,positive,1.0,,,Southwest,,iammmadeux,,0,"@SouthwestAir SW rocks, thanks for the reply and the follow. Rebooked earlier flight!",,2015-02-19 08:26:09 -0800,CT,Eastern Time (US & Canada) 568445415768477696,positive,1.0,,,Southwest,,Omnicom,,0,@SouthwestAir @FortuneMagazine Congrats!,,2015-02-19 08:22:02 -0800,Worldwide,Atlantic Time (Canada) 568444321113862145,positive,1.0,,,Southwest,,jjturlington,,0,@SouthwestAir @FortuneMagazine well deserved!,,2015-02-19 08:17:41 -0800,, 568443742610305024,neutral,0.6313,,,Southwest,,toscanoraul,,0,@SouthwestAir please please please choose me to go see @Imaginedragons #DestinationDragons,,2015-02-19 08:15:24 -0800,,Pacific Time (US & Canada) 568443115415035904,positive,1.0,,,Southwest,,rachael_rhanna,,0,@SouthwestAir @FortuneMagazine I always tell everyone to fly Southwest! Congratulations!!!,,2015-02-19 08:12:54 -0800,"Sutherlin, Oregon", 568442711910576128,positive,1.0,,,Southwest,,MsKrysia,,0,@SouthwestAir @FortuneMagazine friendliest employees,,2015-02-19 08:11:18 -0800,Virginia,Atlantic Time (Canada) 568441899402584064,neutral,0.6105,,0.0,Southwest,,wxmario,,0,@SouthwestAir I got a phishing email claiming to be from Southwest. I can forward to you if you'd like to investigate.,,2015-02-19 08:08:04 -0800,"Pittsburgh, PA",Eastern Time (US & Canada) 568440930593697792,neutral,0.6629999999999999,,0.0,Southwest,,soopermarkus,,0,"@SouthwestAir unfortunately no, it's my lack of status that's the big problem. My company policy forces me to buy the cheapest tickets",,2015-02-19 08:04:13 -0800,Seattle,Pacific Time (US & Canada) 568440587411726336,negative,1.0,Late Flight,0.3417,Southwest,,gotschiavi,,0,@SouthwestAir Every flight flown by me personally(about two round trips per month) is FULL. Still hard to believe. Fly 8 hours thru ATL?NO,,2015-02-19 08:02:51 -0800,florida,Quito 568440527328120832,positive,0.6714,,,Southwest,,JessicaJNoble,,0,@SouthwestAir @FortuneMagazine Superb choice - SWA. I am a raving fan. They even take stress out of weather-reLate Flightd glitches! #custexp,,2015-02-19 08:02:37 -0800,"La Jolla, California ", 568440514506301440,neutral,0.6819,,,Southwest,,segeorgeff,,3,"@southwestair has 22 employees on Social Care Team, 4 staff the Listening Ctr. at any time-rest of spots filled by other areas. #RaganDisney",,2015-02-19 08:02:34 -0800,"San Antonio, Texas",Tehran 568440384897966080,positive,0.6437,,0.0,Southwest,,JulieMedia,,1,@SouthwestAir listening center is open seating just like on their planes. #RaganDisney,,2015-02-19 08:02:03 -0800,,Eastern Time (US & Canada) 568440058895863808,negative,0.664,Can't Tell,0.3441,Southwest,,gotschiavi,,0,@SouthwestAir @jlittle100 Double up with this comment. PHL to anywhere South Florida is GONE GONE GONE. Hello US Air,,2015-02-19 08:00:45 -0800,florida,Quito 568439748047581184,negative,1.0,Customer Service Issue,0.3754,Southwest,,gotschiavi,,0,@SouthwestAir . I don't like the new schedule. No more nonstops from PHL to FLL or PBI? We are not free to move between those cities. Sad.,,2015-02-19 07:59:31 -0800,florida,Quito 568439319779790848,negative,1.0,Customer Service Issue,1.0,Southwest,,katxc,,0,@SouthwestAir Incredibly frustrating. I emailed but still haven't received a response.,,2015-02-19 07:57:49 -0800,Chicago,Central Time (US & Canada) 568439171028791297,negative,1.0,Bad Flight,0.6762,Southwest,,katxc,,0,@SouthwestAir I paid for inflight wifi only for it not to work. Download speed was 0.21mbps & I ended up watching the free TV instead.,,2015-02-19 07:57:14 -0800,Chicago,Central Time (US & Canada) 568438759466934272,neutral,1.0,,,Southwest,,BradLloydBrando,,0,@SouthwestAir sure can! Just a second.,,2015-02-19 07:55:35 -0800,"Buffalo, NY",Atlantic Time (Canada) 568438312177762304,positive,1.0,,,Southwest,,heatheralexis8,,0,@SouthwestAir oh my god thank you so much!!! I just sent you a DM,,2015-02-19 07:53:49 -0800,Vegas,Pacific Time (US & Canada) 568438257454682112,negative,1.0,Late Flight,1.0,Southwest,,itshosey,,0,@SouthwestAir I wish I would've known so I could've slept 2 hours more and let my friend know not to wait for me after she lands...,,2015-02-19 07:53:36 -0800,Los Angeles,Arizona 568438018572300289,positive,0.6596,,,Southwest,,cigaradventures,,0,@SouthwestAir Thank you for the prompt response. I will email Late Flightr today.,,2015-02-19 07:52:39 -0800,"iPhone: 44.912468,-93.318619",Central Time (US & Canada) 568438000843034624,positive,1.0,,,Southwest,,JiggaJazzman,,0,"THANKS to @SouthwestAir , I get to go to the #DestinationDragons @Imaginedragons show this weekend in UTAH @VelourLive !!! #ThankYou",,2015-02-19 07:52:35 -0800,, 568437777647460352,neutral,0.6684,,,Southwest,,tripcentral,,0,@SouthwestAir @FortuneMagazine Congratulations!,,2015-02-19 07:51:41 -0800,Canada,Eastern Time (US & Canada) 568437634835595264,neutral,0.6368,,,Southwest,,kzone7,,0,"@SouthwestAir For my Grandma Ella's 80th, she would love a bday greeting from your flight crew! She was a stewardess for Eastern Airlines.",,2015-02-19 07:51:07 -0800,"Long Island, NY",Eastern Time (US & Canada) 568437385844924416,neutral,1.0,,,Southwest,,JuliaMooch1,,0,@SouthwestAir is there any chance I could get tickets to the #DestinationDragons show in Vegas? Ive been a huge fan for years! Pretty please,,2015-02-19 07:50:08 -0800,Boston,Eastern Time (US & Canada) 568437028205035520,positive,1.0,,,Southwest,,Autistikids,,0,"@SouthwestAir @FortuneMagazine Love u Southwest. You've always been helpful. When I traveled a lot w/my son, infant/toddler, U were great!",,2015-02-19 07:48:43 -0800,"Fort Worth, Texas", 568437004045672448,positive,1.0,,,Southwest,,SamIam6915,,0,@SouthwestAir @FortuneMagazine Love flying Southwest! Best flight attendants ever!,,2015-02-19 07:48:37 -0800,Minnesota, 568436966628261889,negative,1.0,Flight Attendant Complaints,0.3728,Southwest,,JaxBeFit,,0,@SouthwestAir nothing express about your express bag drop at Phoenix Sky Harbor,,2015-02-19 07:48:28 -0800,, 568436693210173441,neutral,0.6974,,0.0,Southwest,,akd209,,0,@SouthwestAir is it possible to book a refundable trip? Willing to pay extra. This would be for a domestic round trip flight,,2015-02-19 07:47:23 -0800,Clearwater / Bethlehem,Eastern Time (US & Canada) 568436267702071296,negative,0.6998,Flight Booking Problems,0.3563,Southwest,,HisBoots,,0,"@SouthwestAir used to exclusively fly SW, but Late Flightly, direct flights & cheaper costs have me switched. 😔 why...so... few...direct...flights?",,2015-02-19 07:45:41 -0800,Live Free or Die ,Eastern Time (US & Canada) 568436061959028736,neutral,0.6448,,0.0,Southwest,,Raasclaattt,,0,@SouthwestAir would you be willing to help me surprise my bestfriend with tickets to go see @Imaginedragons? #DestinationDragons Gracias!,,2015-02-19 07:44:52 -0800,"Ithaca, NY",Eastern Time (US & Canada) 568435434964938752,neutral,1.0,,,Southwest,,streetsmartsmom,,0,@SouthwestAir MAC computer left on BWI to LA flight on 14th. Reward for recovery; info important to owner.#HELP #passengers #honesty,,2015-02-19 07:42:23 -0800,"Duluth, GA",Eastern Time (US & Canada) 568434790707277824,positive,1.0,,,Southwest,,mrsblack777,,0,"@SouthwestAir @FortuneMagazine I DO like your airlines, congrats! : )",,2015-02-19 07:39:49 -0800,Northwest,Pacific Time (US & Canada) 568434328943915009,positive,0.644,,,Southwest,,32432tee,,0,@SouthwestAir Hi Guys good morning how are you doing,,2015-02-19 07:37:59 -0800,pittsburgh pa,Eastern Time (US & Canada) 568434014672916480,negative,1.0,Can't Tell,0.6429,Southwest,,cigaradventures,,0,@SouthwestAir Is there an email address I can send some thoughts to? This experience was really not good & I have some feedback.,,2015-02-19 07:36:44 -0800,"iPhone: 44.912468,-93.318619",Central Time (US & Canada) 568434004732416001,positive,1.0,,,Southwest,,Texas_Gil,,0,@SouthwestAir Southwest is definitely my favorite airline to fly! :D,,2015-02-19 07:36:42 -0800,"Austin, Texas",Central Time (US & Canada) 568433948126154752,positive,1.0,,,Southwest,,TexasLawbook,,0,@SouthwestAir Congratulations!,,2015-02-19 07:36:28 -0800,"Dallas, TX",Central Time (US & Canada) 568432638823772160,negative,1.0,Late Flight,1.0,Southwest,,itshosey,,0,@SouthwestAir great. My flight is delayed three hours. Now my friend has to wait for me at the airport for hours on her birthday. 😒👎,,2015-02-19 07:31:16 -0800,Los Angeles,Arizona 568432390957355008,positive,0.6774,,,Southwest,,cbigwater,,0,@SouthwestAir guess where Ashley is. She's doing a great job presenting. #ragandisney http://t.co/5ZNMwxDI9U,,2015-02-19 07:30:17 -0800,"Window Rock, Arizona",Central Time (US & Canada) 568432260912959488,neutral,1.0,,,Southwest,,bvincent,,0,@SouthwestAir using social business roadmap to develop intelligent path to embed social across enterprise #RaganDisney,,2015-02-19 07:29:46 -0800,"Minneapolis, MN",Central Time (US & Canada) 568431720707579904,neutral,1.0,,,Southwest,,judesnews9222,,0,@SouthwestAir adds new direct flights from #Columbus to Oakland & Boston starting August 2015 #cmh #oak #bos,,2015-02-19 07:27:37 -0800,"Columbus, Ohio", 568430867447549952,neutral,1.0,,,Southwest,,KelliBruns,,0,@SouthwestAir Is there anyway to pay more to get priority boarding A 1-15?,,2015-02-19 07:24:14 -0800,California,Alaska 568430198254747649,negative,0.6366,Late Flight,0.3237,Southwest,,benamcswag,,0,@SouthwestAir @thirty_lives birthday is the 24th and he's not seeing Imagine Dragons at #DestinationDragons ?,,2015-02-19 07:21:34 -0800,,Eastern Time (US & Canada) 568429191546277888,positive,1.0,,,Southwest,,maxwellsantoro,,0,"@SouthwestAir thank you for integrating with Passbook on iOS, it all works so much better now!!!",,2015-02-19 07:17:34 -0800,NY,Eastern Time (US & Canada) 568429188975173634,negative,0.3456,Late Flight,0.3456,Southwest,,benamcswag,,1,@SouthwestAir Is my friend lucky enough to see #DestinationDragons live on his birthday? He's been a fan for years @thirty_lives,,2015-02-19 07:17:34 -0800,,Eastern Time (US & Canada) 568429136584286209,neutral,0.6824,,,Southwest,,thirty_lives,,0,@SouthwestAir I've been a fan of imagine dragons since 2012 and they're my fave band and #DestinationDragons is during my bday can I get tix,,2015-02-19 07:17:21 -0800,ʞᴚoʎ ʍǝu,Eastern Time (US & Canada) 568429062642929664,neutral,0.6566,,0.0,Southwest,,johnrouzaut2,,0,@SouthwestAir Whats up with flight 4464 Ft myers to milwaukee???,,2015-02-19 07:17:04 -0800,, 568428195193729025,neutral,1.0,,,Southwest,,thirty_lives,,0,@SouthwestAir My birthday is during #DestinationDragons could I get tix?? http://t.co/07XhCacjax,,2015-02-19 07:13:37 -0800,ʞᴚoʎ ʍǝu,Eastern Time (US & Canada) 568427566916345856,neutral,0.7039,,0.0,Southwest,,jlittle100,,0,@SouthwestAir Please bring back RDU to FLL direct route! I noticed it is missing starting in Late Flight August! The flights are always packed!,,2015-02-19 07:11:07 -0800,, 568427565003599872,negative,0.6788,Can't Tell,0.6788,Southwest,,benamcswag,,1,@SouthwestAir when you enter every contest for #DestinationDragons and lose :(,,2015-02-19 07:11:07 -0800,,Eastern Time (US & Canada) 568427056221933568,negative,1.0,Can't Tell,0.6767,Southwest,,KristinaThomp12,,0,@SouthwestAir is main supporter of play where Jesus is portrayed as homosexual partner of Judas and who performs a “gay wedding” #boycott,,2015-02-19 07:09:05 -0800,, 568426870963712000,neutral,0.6804,,0.0,Southwest,,BradLloydBrando,,0,@SouthwestAir Hi do you know why WN4287 is already delayed until 9:35pm tonight? Thanks !,,2015-02-19 07:08:21 -0800,"Buffalo, NY",Atlantic Time (Canada) 568426579874996224,negative,1.0,Can't Tell,0.6489,Southwest,,thirty_lives,,0,@SouthwestAir you're giving everyone tix for #DestinationDragons except for me and it's during my birthday!!!!,,2015-02-19 07:07:12 -0800,ʞᴚoʎ ʍǝu,Eastern Time (US & Canada) 568426007583170560,positive,0.6686,,,Southwest,,thirty_lives,,0,@SouthwestAir my birthday is during #DestinationDragons and im a huge fan- anyway I can get tickets?,,2015-02-19 07:04:55 -0800,ʞᴚoʎ ʍǝu,Eastern Time (US & Canada) 568425737092513792,positive,1.0,,,Southwest,,MJonTravel,,1,"@SouthwestAir - thanks to the agent boarding 1137, ATL-AUS. Left my wallet on the inbound. He found it for me!",,2015-02-19 07:03:51 -0800,ATL,Quito 568425421240455168,negative,0.6531,Customer Service Issue,0.6531,Southwest,,thisnamerocks2,,0,@SouthwestAir I sent you my conf number yesterday.,,2015-02-19 07:02:35 -0800,"Canton, MA", 568425343452721152,positive,1.0,,,Southwest,,adnankussair,,0,@SouthwestAir iPhone app now has passbook support! Whoot! It's the little things in life... 😜,,2015-02-19 07:02:17 -0800,"Roseville, CA",Pacific Time (US & Canada) 568425317028610049,neutral,0.6803,,,Southwest,,GregDyett,,0,@SouthwestAir Thanks! Will do,,2015-02-19 07:02:11 -0800,"Melbourne, Australia",Hawaii 568421605132484608,neutral,0.6419,,0.0,Southwest,,AudioAnnie,,0,@SouthwestAir If you read my tweet it is a gap in process for folks that take multiple flights in one day.,,2015-02-19 06:47:26 -0800,Alabama, 568421124201017345,neutral,1.0,,,Southwest,,willhamlin,,0,@SouthwestAir do you know where my plane is coming from? I'm on SW flight 4464 from RSW to MKE,,2015-02-19 06:45:31 -0800,,Central Time (US & Canada) 568418629236219904,negative,1.0,Flight Booking Problems,0.6753,Southwest,,IamMeast,,0,"@SouthwestAir well, it was fun while it lasted. Not happy about the change to redeeming reward points. Won't be loyal anymore.",,2015-02-19 06:35:36 -0800,Michigan, 568418531777355776,negative,1.0,Late Flight,1.0,Southwest,,iammmadeux,,0,@SouthwestAir why the delay on Flight 423 BDL to MCO? Need to get to Florida for the ☀️& races in Daytona,,2015-02-19 06:35:13 -0800,CT,Eastern Time (US & Canada) 568416519073468416,positive,1.0,,,Southwest,,susie_easton,,0,"@SouthwestAir aww thanks!! Other than that, love it!","[28.43585235, -81.30356273]",2015-02-19 06:27:13 -0800,"Orlando, Florida",Eastern Time (US & Canada) 568413746726457344,negative,0.7,Flight Attendant Complaints,0.3667,Southwest,,AudioAnnie,,0,@SouthwestAir Learn how to give folks on multiple flights the same day boarding position at least if you can't give them boarding passes.,,2015-02-19 06:16:12 -0800,Alabama, 568413673330331648,positive,0.7005,,0.0,Southwest,,brycezapped,,0,@SouthwestAir we're here at MCO. Thanks.,,2015-02-19 06:15:54 -0800,, 568413365254488064,neutral,1.0,,,Southwest,,KennyBSAT,,0,"@SouthwestAir schedule is open through the end of October, got Columbus day wknd in New England for ~50K points for 4! Check your calendar!",,2015-02-19 06:14:41 -0800,, 568413356492599296,positive,1.0,,,Southwest,,flappybirdisfun,,0,@SouthwestAir the new logo is going to look amazing on the airplanes,"[32.96225554, -96.80070994]",2015-02-19 06:14:39 -0800,"dallas,texas", 568408789512105985,neutral,0.6703,,,Southwest,,mzona18,,0,@SouthwestAir I am now a rapids rewards member #lovetotravel #chaching,,2015-02-19 05:56:30 -0800,Scottsdale Arizona, 568404564375969792,neutral,0.6641,,,Southwest,,The_Real_INH,,0,@SouthwestAir okay just signed up!,,2015-02-19 05:39:43 -0800,Long Island,Central Time (US & Canada) 568403209766744064,neutral,0.657,,0.0,Southwest,,The_Real_INH,,0,@SouthwestAir when's the next deal going to happen a poor college student is trying to fly to Orlando instead of drive in August! Lol,,2015-02-19 05:34:20 -0800,Long Island,Central Time (US & Canada) 568397976110010368,positive,1.0,,,Southwest,,luxclark,,0,"I appreciate the reply. RT @SouthwestAir: @luxclark We’re so sorry to keep you waiting, Laura. An Agent will be with you shortly...^CB",,2015-02-19 05:13:32 -0800,"San Antonio, Texas",Central Time (US & Canada) 568394676501217281,neutral,0.6508,,,Southwest,,Disney_luvver,,0,@SouthwestAir booked our flights this morning. Can't wait to move about the country.,,2015-02-19 05:00:25 -0800,"Buffalo, NY",Eastern Time (US & Canada) 568391392528969730,positive,1.0,,,Southwest,,BLUEnergyUSA,,0,@SouthwestAir I love you guys! Had to take a few other airlines this week...makes me love and appreciate y'all so much more! #onlywaytofly,,2015-02-19 04:47:22 -0800,,Central Time (US & Canada) 568391382496378880,negative,1.0,Bad Flight,1.0,Southwest,,Fuzzyrussianman,,0,@SouthwestAir I'm getting leathery from the heat on 4251 before I even get to Vegas....,,2015-02-19 04:47:20 -0800,,Central Time (US & Canada) 568389719093940224,negative,1.0,Bad Flight,1.0,Southwest,,TannerMiller11,,1,@SouthwestAir my first flight ever and flight #4251 is already having technical issues. Faaaannntastic.😭,,2015-02-19 04:40:43 -0800,,Atlantic Time (Canada) 568389266155438080,neutral,0.6638,,0.0,Southwest,,bikermom46,,0,@SouthwestAir trying to get to Mexico in September! How about affordable nonstop flights????,,2015-02-19 04:38:55 -0800,, 568386996525252609,negative,0.6837,Can't Tell,0.3776,Southwest,,George_Townn,,2,@SouthwestAir how it feels on flight 4251 http://t.co/JM8gQ1KGrF,,2015-02-19 04:29:54 -0800,,Central Time (US & Canada) 568385950486802432,neutral,0.6832,,,Southwest,,a_lichtenfels,,0,@SouthwestAir I think me and my group could use some nice cold drinks once we get in the air...we are all over 21 😜😎,,2015-02-19 04:25:45 -0800,, 568385277514919937,negative,1.0,Bad Flight,0.6701,Southwest,,a_lichtenfels,,0,@SouthwestAir Stuck on 4251 with the heat blasting to try and thaw the water lines.... Kinda disappointed for my first flight as a RR member,,2015-02-19 04:23:04 -0800,, 568383068244819968,negative,1.0,Late Flight,0.6923,Southwest,,jwsoutha,,0,"@SouthwestAir love how ""friendly"" your staff is when asking for updates on delayed flights causing missed connections. #horribleattitudes",,2015-02-19 04:14:18 -0800,"Rochester, Michigan", 568377392420356096,positive,1.0,,,Southwest,,vincentpowell,,0,"@SouthwestAir DM sent! Thanks so much for responding! Your response was so timely, I missed it!",,2015-02-19 03:51:44 -0800,"Houston, TX",Central Time (US & Canada) 568377318822912000,negative,1.0,Can't Tell,0.6306,Southwest,,DavidBLove,,0,@SouthwestAir hates guitar players. Chgd for oversize AND extra bag on my acoustic guitar. Epic fail.,,2015-02-19 03:51:27 -0800,Canada,Eastern Time (US & Canada) 568364870757797888,neutral,0.6601,,,Southwest,,Harry_Bryan,,0,@SouthwestAir are passengers automatically rebooked on other flights if original is Cancelled Flighted for weather etc?,,2015-02-19 03:01:59 -0800,"Powell, TN",Eastern Time (US & Canada) 568361830160175104,positive,1.0,,,Southwest,,AndreaCorkins,,0,@SouthwestAir Thank you for having flights going out of Nashville! You guys Rock! #DisneyPrincessHalfMarathon #girlsweekend #bffs,,2015-02-19 02:49:54 -0800,, 568326927695491072,negative,0.6701,Late Flight,0.6701,Southwest,,jaysonsperling,,0,"@SouthwestAir Flt 463 San Jose, CA -> Denver, CO. Delayed 2 hrs but easily best flight + touchdown in all my years flying. Keep it up!",,2015-02-19 00:31:13 -0800,"Denver, CO. USA",Pacific Time (US & Canada) 568319110779514880,positive,1.0,,,Southwest,,neelaybhatt,,0,@SouthwestAir Thx Ops Agt Rich Westagard n Flight Att. Nancy @ DEN Airport.Held flight 1027 n even saved seat 4 Bus Select #CustomersFirst!,,2015-02-19 00:00:09 -0800,"Indianapolis, USA",Eastern Time (US & Canada) 568308149796474880,positive,0.3394,,0.0,Southwest,,NumbersDnt_Lie,,0,@SouthwestAir y'all the real MVP with these prices...,,2015-02-18 23:16:36 -0800,"601,303,404,✈️ 400Blk",Mountain Time (US & Canada) 568305064529408000,neutral,0.732,,,Southwest,,royvergara,,0,@SouthwestAir ugh kicking myself for missing out on #destinationdragons. I need some @Imaginedragons back in my life http://t.co/sbEhi46bMk,,2015-02-18 23:04:20 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 568303293635522560,neutral,0.6739,,,Southwest,,hoshizorin_,,0,@SouthwestAir Is there any chance I can get tickets for the Vegas stop? I missed my chance to enter the contest but I love ID to death !,,2015-02-18 22:57:18 -0800,, 568299906466762752,neutral,0.3516,,0.0,Southwest,,imjinnie,,0,"@SouthwestAir Any chance the flight I just took can count for #3? I mean, I signed up with SW wifi in the air! 2/2",,2015-02-18 22:43:50 -0800,"Denver, CO",Mountain Time (US & Canada) 568299749121654784,neutral,0.6577,,,Southwest,,imjinnie,,0,@southwestair so I saw the promo for A-List when I was on a plane this Monday. I fly two more times in the qualification period. 1/2,,2015-02-18 22:43:13 -0800,"Denver, CO",Mountain Time (US & Canada) 568294699515187200,neutral,0.3624,,0.0,Southwest,,tarunsehgal1986,,0,@SouthwestAir hilarious flight attendants on Vegas to Detroit tonight http://t.co/nw7vx7DGMF,,2015-02-18 22:23:09 -0800,, 568284515728302080,negative,1.0,Lost Luggage,1.0,Southwest,,chelsiesedore,,0,@SouthwestAir I spoke to soon... My bag was lost.. :(,,2015-02-18 21:42:41 -0800,, 568284092707401728,neutral,0.6736,,,Southwest,,ransdell08,,0,@SouthwestAir @flightspots about time! #mobileboarding is a must!,,2015-02-18 21:41:00 -0800,"Little Rock, AR",Central Time (US & Canada) 568281771298521088,positive,1.0,,,Southwest,,GoldBuyingGirl,,0,@SouthwestAir love bridesmaid dancing Can't wait for you to fly into puerto Vallarta and kick united ass!,,2015-02-18 21:31:47 -0800,"Houston, Texas",Central Time (US & Canada) 568276647885086720,neutral,0.6584,,0.0,Southwest,,tbuccheri,,0,"@SouthwestAir @tbuccheriFRNC3E. It takes 13.5 hours to fly from Chicago to Beijing on United, and 12 to fly from Vegas to Omaha on SW...",,2015-02-18 21:11:25 -0800,,Central Time (US & Canada) 568275746516385793,positive,1.0,,,Southwest,,ale_lleal,,0,@SouthwestAir I ❤️ you! The only airline that understands us military families and our unpredictable changes. Pound it 👊,,2015-02-18 21:07:50 -0800,HTX,Atlantic Time (Canada) 568274752864948224,positive,0.6634,,,Southwest,,sounddspainfull,,0,@SouthwestAir can i get tiks for #DestinationDragons omg id love to! Plz 😱❤️im dying,,2015-02-18 21:03:53 -0800,,Santiago 568273514970501120,negative,1.0,longlines,0.6714,Southwest,,erinpeep,,0,"@SouthwestAir humor aside, we've been stuck on the plane for two hours at the gate because bags can't be loaded correctly. What gives?","[33.94729153, -118.40186744]",2015-02-18 20:58:58 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568271522332192768,negative,1.0,Late Flight,0.6813,Southwest,,erinpeep,,0,@SouthwestAir We've been sitting at the gate for two hours waiting for bags to be loaded... I'm telling Herb.,"[33.94729537, -118.40196951]",2015-02-18 20:51:03 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568269180153274368,neutral,1.0,,,Southwest,,kelly_bast,,0,@SouthwestAir my PR class would luv to know who's in charge of your Twitter. How many people write your tweets? #gracias,,2015-02-18 20:41:45 -0800,"Omaha, NE",Central Time (US & Canada) 568269127992913920,neutral,1.0,,,Southwest,,MinderJoan,,0,@SouthwestAir if you are giving tix to #DestinationDragons show would appreciate one or two for LA😄Flying from PHL to LAX on Friday,,2015-02-18 20:41:32 -0800,,Eastern Time (US & Canada) 568267732556255232,neutral,0.7218,,0.0,Southwest,,podunculus,,0,@SouthwestAir any chance I can get tix for @VelourLive @Imaginedragons? I have been tweeting since January 26 about it #DestinationDragons,,2015-02-18 20:36:00 -0800,, 568266994069295105,neutral,1.0,,,Southwest,,KDFSmith,,0,@SouthwestAir only 1 guest needs to change a flight on a reservation of 2. How can I do it? I NEED this to happen. Say it can...Please help!,,2015-02-18 20:33:03 -0800,United States,Central Time (US & Canada) 568262925833515008,neutral,0.6479,,,Southwest,,NuEarRich,,0,@SouthwestAir inflight entertainment. Tonight a Willie Nelson impersonator sang for the passengers #peanutsandtoons http://t.co/kCDdOD7uFF,,2015-02-18 20:16:53 -0800,"Phoenix, AZ", 568260044896243712,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,LRC110979,,0,@SouthwestAir had a very rude gate agent at BWI tonight gate B8 after a 6.5hr delay for flight 1172. I think a little training is in order.,"[39.17709903, -76.67124539]",2015-02-18 20:05:27 -0800,"Rochester Hills, MI",Eastern Time (US & Canada) 568258896038506496,positive,1.0,,,Southwest,,travisgasper,,0,Looking forward to using Passbook when I fly @SouthwestAir in a few weeks!,,2015-02-18 20:00:53 -0800,"Dallas, TX",Central Time (US & Canada) 568247978835578880,neutral,0.6559,,0.0,Southwest,,frayoub,,0,@SouthwestAir heard you are saving 30k a year on fuel not carrying around those skymall's #ripskymall,,2015-02-18 19:17:30 -0800,, 568243352258236416,neutral,0.6738,,0.0,Southwest,,yancey_jake,,0,"@SouthwestAir if a passngr requires wheelchair to gt on plane then sits in an exit row, wld they b physically capable to help in emergency?",,2015-02-18 18:59:07 -0800,, 568240532746473472,neutral,0.3466,,0.0,Southwest,,scottmerkin,,0,"@SouthwestAir So there were 134 early-bird check-ins, because I was told there were no flythroughs? Good flight, otherwise ~",,2015-02-18 18:47:55 -0800,Chicago,Quito 568240355772108800,positive,1.0,,,Southwest,,emshafer,,0,@SouthwestAir Fantastic! Thank you!,,2015-02-18 18:47:12 -0800,ATLANTA ,Eastern Time (US & Canada) 568238793150611457,negative,0.7020000000000001,Late Flight,0.7020000000000001,Southwest,,aryehmon,,0,@SouthwestAir sat on a plane for 2+ hrs on 2/15! Then we finally took off.. :(,,2015-02-18 18:41:00 -0800,, 568238379847921665,positive,1.0,,,Southwest,,yancey_jake,,0,@SouthwestAir - Great flight from Phoenix to Dallas tonight!Great service and ON TIME! Makes @timieyancey very happy! http://t.co/TkVCMhbPim,,2015-02-18 18:39:21 -0800,, 568236511524745216,negative,1.0,Cancelled Flight,0.6751,Southwest,,lisalivingwell,,0,@SouthwestAir flight Cancelled Flighted tonight and was told I won't receive a travel voucher for the inconvenience. Is that really your policy?,,2015-02-18 18:31:56 -0800,Milwaukee,Central Time (US & Canada) 568236231374581760,positive,1.0,,,Southwest,,sewmeup,,0,@SouthwestAir you guys are so clever 😃 http://t.co/qn5odUGFqK,,2015-02-18 18:30:49 -0800,Wisconsin,Central Time (US & Canada) 568233937761230848,negative,0.6919,Flight Booking Problems,0.3594,Southwest,,azcindy38,,0,@SouthwestAir I fly SWA a lot - ALWAYS purchase EB and NEVER past A30... Rethinking the SWA process. Very misleading.,,2015-02-18 18:21:42 -0800,"Chandler, AZ ",Arizona 568232493779824640,positive,1.0,,,Southwest,,imdancoop,,1,@southwestair Amazing view on the approach to LAX tonight. http://t.co/a68d5fULmH,,2015-02-18 18:15:58 -0800,"Rockwall, TX", 568229659810209792,negative,1.0,Customer Service Issue,1.0,Southwest,,l_miller91,,0,@SouthwestAir today you sporadically changed my flight departure 5 times & left two hours Late Flight. Uncharacteristic of u http://t.co/TXhYJ40llG,,2015-02-18 18:04:42 -0800,Oklahoma, 568228761566642176,positive,1.0,,,Southwest,,SouthernBeau87,,0,"@SouthwestAir, I really appreciate you all's #BHM commercial that aired today during @BET's #BookofNegroes",,2015-02-18 18:01:08 -0800,"The Bull City, NC",Central Time (US & Canada) 568227390566109184,neutral,1.0,,,Southwest,,jpagano11,,0,@SouthwestAir do new flights come out at midnight?,,2015-02-18 17:55:41 -0800,,Quito 568225322543538176,neutral,0.6518,,,Southwest,,bsrubin,,0,"@SouthwestAir Looks like 'On February 19, 2015, we will open our schedule for sale through October 30, 2015' - know what time that will be?",,2015-02-18 17:47:28 -0800,"Boston, MA",Eastern Time (US & Canada) 568223025805422592,negative,1.0,Can't Tell,1.0,Southwest,,Galanthusn,,0,"@SouthwestAir Yes - with extra $77. I wonder what are you going yo loose, if there is room.",,2015-02-18 17:38:21 -0800,, 568222976744824832,neutral,0.6809,,,Southwest,,alana_aro,,0,@SouthwestAir do you have all winners for @Imaginedragons #DestinationDragons,,2015-02-18 17:38:09 -0800,, 568222514956013568,negative,0.6591,Flight Booking Problems,0.3523,Southwest,,Galanthusn,,0,"@SouthwestAir have a flight from Oakland to SNA at 7:30, and I asked if I can take 5:30, even there are 5 empty sests. Answer is ""No"". :(",,2015-02-18 17:36:19 -0800,, 568221293914533889,neutral,0.6558,,0.0,Southwest,,Indyanna63,,0,"@SouthwestAir I had to travel to Savannah, GA, once again, on an airline I don't ""Luv"". When r u going to fly me to Savannah? Pleeeease!!!!",,2015-02-18 17:31:28 -0800,, 568220487500709889,negative,0.7033,Customer Service Issue,0.7033,Southwest,,Galanthusn,,0,"@SouthwestAir could care more about their customer, if there is a reasonable request :(",,2015-02-18 17:28:15 -0800,, 568220464071356416,neutral,1.0,,,Southwest,,FNCNerd,,0,"@SouthwestAir So I am flying Chicago-LAX-PHX just to go spotting at LAX and PHX airports, then I am flying back to Chicago :)",,2015-02-18 17:28:10 -0800,"Lake Buena Vista, Florida",Central Time (US & Canada) 568220313370013696,positive,1.0,,,Southwest,,FNCNerd,,0,"@SouthwestAir Thanks for replying, I sen't my conf #! I love aviation and Southwest and all I wanted for my 18th was to fly SWA for the day!",,2015-02-18 17:27:34 -0800,"Lake Buena Vista, Florida",Central Time (US & Canada) 568216890918637568,negative,1.0,Late Flight,1.0,Southwest,,JBlackwellAZ,,0,@SouthwestAir I am going to stop flying with you. Delays everytime. This time due to paperwork?,,2015-02-18 17:13:58 -0800,,Arizona 568216414957408256,negative,0.3804,Lost Luggage,0.3804,Southwest,,MazJobrani,,0,@SouthwestAir Thnx. Hopefully it's just on the nxt flight up. I've got 3 shows this wknd. Worst case I'll just turn my sweatshirt inside out,,2015-02-18 17:12:04 -0800,California,Pacific Time (US & Canada) 568215698524246016,positive,1.0,,,Southwest,,michaeljeffers,,0,@southwestair thanks for taking it up a notch!! leinenkugels #craftbeer #goodflight @ Norfolk… http://t.co/TgSLjjN6g0,"[36.898315, -76.204491]",2015-02-18 17:09:14 -0800,The Hill!!!,Santiago 568214541852495872,neutral,1.0,,,Southwest,,cosmicghoul,,0,@SouthwestAir i cant look up my confirmation number at the moment on mobile. the email is no longer in my inbox,,2015-02-18 17:04:38 -0800,they/them,Pacific Time (US & Canada) 568212893012860928,negative,1.0,Customer Service Issue,1.0,Southwest,,Mselite25,,0,@SouthwestAir I receive bad customer service and ended up spending several hundred dollars to accommodate my family during each cxl flight,,2015-02-18 16:58:05 -0800,Rite behind my $$,Mountain Time (US & Canada) 568212796422406144,positive,1.0,,,Southwest,,DaniMaguina,,0,"@SouthwestAir thank u for not leaving me @me nice job running thru the airport to catch your connecting flight",,2015-02-18 16:57:42 -0800,1/3 whenever november ,Central Time (US & Canada) 568212443433865217,negative,1.0,Customer Service Issue,0.6718,Southwest,,cosmicghoul,,0,@SouthwestAir it keeps saying that mobile boarding passes are unavailable despite having checked in and everything,,2015-02-18 16:56:18 -0800,they/them,Pacific Time (US & Canada) 568211739059326976,positive,1.0,,,Southwest,,KatMRG,,0,@SouthwestAir thanks so much for making my night 😀 cannot wait for my trip next week! http://t.co/NbZ45jCd1r,,2015-02-18 16:53:30 -0800,,Eastern Time (US & Canada) 568210342880227328,negative,1.0,Customer Service Issue,0.6791,Southwest,,cosmicghoul,,0,@SouthwestAir your app isnt working and i take off in like two hours help,,2015-02-18 16:47:57 -0800,they/them,Pacific Time (US & Canada) 568210101573722112,negative,0.6426,Can't Tell,0.6426,Southwest,,AshleighMo_,,0,@SouthwestAir why can't you take me to Knoxville?? yall are my fav #help,,2015-02-18 16:46:59 -0800,TX // IN,Eastern Time (US & Canada) 568210087212388353,neutral,1.0,,,Southwest,,livvyports16,,1,@SouthwestAir @Imaginedragons any info on #DestinationDragons ?? me & @sammi_jon3s need to know..,,2015-02-18 16:46:56 -0800,, 568209603332214784,positive,0.7065,,,Southwest,,sdemuth,,0,@SouthwestAir filing it now. Thank you for your response.,"[29.65275101, -95.27596615]",2015-02-18 16:45:00 -0800,Maryland,Atlantic Time (Canada) 568206236081995776,neutral,1.0,,,Southwest,,linkster93,,0,@SouthwestAir #DestinationDragons Any word on winners of contest? Any chance for tix for the Provo DestinationDragons show? Fingers Crossed!,,2015-02-18 16:31:38 -0800,, 568204029517553665,neutral,0.6879,,0.0,Southwest,,ericcox122685,,0,@SouthwestAir I will be writing in about the service via email. My company also transports well over 100 clients monthly via SW.,,2015-02-18 16:22:52 -0800,,Central Time (US & Canada) 568202940839800832,positive,0.7,,,Southwest,,mystudio54,,0,@SouthwestAir One heck of an airline http://t.co/CyoOnZfTdC,,2015-02-18 16:18:32 -0800,, 568202855166967808,neutral,0.6489,,,Southwest,,armond_ealey,,0,@SouthwestAir Thanks!!! :) It is good to air on the side of caution,"[0.0, 0.0]",2015-02-18 16:18:12 -0800,, 568201125012353024,negative,1.0,Customer Service Issue,1.0,Southwest,,ericcox122685,,0,"@SouthwestAir I understand weather is not your fault, but as a frequent flyer I expected better customer service. I'll be trying @Delta",,2015-02-18 16:11:19 -0800,,Central Time (US & Canada) 568198843034169344,neutral,0.6651,,0.0,Southwest,,Armywives101,,0,@SouthwestAir Yay! And are dependents with ID (wife children) eligible to use this discount too? How do you use it over the phone/inperson?,,2015-02-18 16:02:15 -0800,Fayetteville North Carolina,Eastern Time (US & Canada) 568196066430083074,negative,0.6970000000000001,Bad Flight,0.6970000000000001,Southwest,,DcRealityPunch,,0,"@SouthwestAir My flight was 952, leaving las vegas at 5:40pm, arriving at CHI-MID at 11:00 pm.",,2015-02-18 15:51:13 -0800,,Hawaii 568193603954085888,positive,0.649,,0.0,Southwest,,syrahminush,,0,"@SouthwestAir woohoo that just made my day. I looked and just couldn't find that, thank you!",,2015-02-18 15:41:26 -0800,"Bay Area, California",Pacific Time (US & Canada) 568193347216474112,negative,1.0,Can't Tell,0.6787,Southwest,,wreckingchelsea,,0,@SouthwestAir doesn't even have gluten free peanuts. whyyy me??,,2015-02-18 15:40:25 -0800,californyeah,Pacific Time (US & Canada) 568192038040006656,neutral,1.0,,,Southwest,,syrahminush,,0,@SouthwestAir when will dates to fly go past August 7 2015?,,2015-02-18 15:35:13 -0800,"Bay Area, California",Pacific Time (US & Canada) 568192010789777408,positive,1.0,,,Southwest,,kjzukow,,0,@SouthwestAir just had a great flight #4223 with Damion! He was the best #damionflight4223,,2015-02-18 15:35:06 -0800,,Eastern Time (US & Canada) 568191101087019008,negative,0.6582,Customer Service Issue,0.35100000000000003,Southwest,,travelnube,,0,@SouthwestAir Please update your website,,2015-02-18 15:31:29 -0800,"Chicago, IL ",Central Time (US & Canada) 568190250377461760,neutral,0.6733,,0.0,Southwest,,Kaneshow,,1,YO! @InternJohnRadio @mrerickv give @SouthwestAir their plane back. They're mad & threatening to take away my Companion Pass. #Luv,,2015-02-18 15:28:06 -0800,Washington | Tampa | Baltimore,Eastern Time (US & Canada) 568189481590886400,negative,0.6541,Bad Flight,0.3515,Southwest,,cindydchilds,,0,"@SouthwestAir @Kaneshow @InternJohnRadio @mrerickv THIS IS EVERYTHING... now, return that jet so we can go to Miami!",,2015-02-18 15:25:03 -0800,Maryland,Quito 568188732806963201,negative,0.6629999999999999,Late Flight,0.337,Southwest,,Kat_Obser,,0,@SouthwestAir where was the inclement weather? Other flights left DCA today and this plane appeared to be coming from AUS.,,2015-02-18 15:22:04 -0800,"washington, dc", 568188595456118785,positive,1.0,,,Southwest,,kalenski,,0,@SouthwestAir Whoa. Thanks and that's what I wanted to hear! Early flight coming up. Thanks for the reply.,,2015-02-18 15:21:32 -0800,Denver,Mountain Time (US & Canada) 568187725834289152,neutral,1.0,,,Southwest,,Armywives101,,0,@SouthwestAir Working on a piece about military discounts and am hearing you offer one. Can you give me specifics and confirm? Thank You!,,2015-02-18 15:18:04 -0800,Fayetteville North Carolina,Eastern Time (US & Canada) 568187577909563392,neutral,0.6885,,0.0,Southwest,,campnhike75,,0,@SouthwestAir @Imaginedragons Did they pick someone for Destination Dragons?,,2015-02-18 15:17:29 -0800,indiana,Hawaii 568183277774868480,neutral,1.0,,,Southwest,,2Hats1Mike,,0,@SouthwestAir Do you anticipate any Cancelled Flightlations for flights out of Nashville tomorrow? Thank you!,,2015-02-18 15:00:24 -0800,"Buffalo, NY",Eastern Time (US & Canada) 568183137467043840,positive,1.0,,,Southwest,,Val_Mack,,0,@SouthwestAir thx - fingers crossed they are found.,,2015-02-18 14:59:50 -0800,"Washington, DC",Eastern Time (US & Canada) 568182492055912449,neutral,1.0,,,Southwest,,livvyports16,,1,@SouthwestAir do you have any info about when #DestinationDragons winners will be announced? me & my best friend are hoping to win. thanks!,,2015-02-18 14:57:17 -0800,, 568182386409607168,positive,1.0,,,Southwest,,joshuapromero,,0,@SouthwestAir So far so good! http://t.co/16c9ex79Rk,,2015-02-18 14:56:51 -0800,"San Diego, CA",Pacific Time (US & Canada) 568181877560852481,neutral,0.6863,,,Southwest,,TifffyHuang,,0,@SouthwestAir just DMed you guys!!! 😁😁😁😁,,2015-02-18 14:54:50 -0800,, 568180928746369027,negative,0.6596,Flight Booking Problems,0.3511,Southwest,,whofilets,,0,"@SouthwestAir @LeeAnnHealey I was all, yeah sale fares! I got places to fly! Oh damn, right, I live where SWA doesn't fly. #why",,2015-02-18 14:51:04 -0800,,Pacific Time (US & Canada) 568180868126150656,positive,0.6970000000000001,,,Southwest,,3b80af5c98854be,,0,@SouthwestAir @Imaginedragons @beatsmusic I'd love to hear them live at @VelourLive @velourlive this saturday! #destinationdragons,,2015-02-18 14:50:49 -0800,, 568180710252646400,positive,1.0,,,Southwest,,dalyrt5,,0,"@SouthwestAir that's why I fly y'all, that personalized service",,2015-02-18 14:50:12 -0800,"Nashville, TN",Arizona 568180422070247424,neutral,0.6868,,0.0,Southwest,,m_nimzzz,,0,@SouthwestAir k but who won destination dragons,,2015-02-18 14:49:03 -0800,,Central Time (US & Canada) 568180264914051072,positive,0.6867,,,Southwest,,dalyrt5,,0,"@SouthwestAir @Imaginedragons @beatsmusic well timed tweet, just boarded and will be listening on my way home!",,2015-02-18 14:48:26 -0800,"Nashville, TN",Arizona 568179570651709441,negative,1.0,Customer Service Issue,0.6434,Southwest,,FMLBROOKLYN,,0,@SouthwestAir it took ages for one snapchat story to load. one. ONE. I will demolish you,,2015-02-18 14:45:40 -0800,,Arizona 568178355452792832,neutral,1.0,,,Southwest,,FMLBROOKLYN,,0,@SouthwestAir I dunno my travel information.. like what?,,2015-02-18 14:40:50 -0800,,Arizona 568178151173562368,negative,0.6771,Lost Luggage,0.6771,Southwest,,Val_Mack,,0,@SouthwestAir lost my sunglasses & case on a flight 3933 last night - is there a lost & found?,,2015-02-18 14:40:02 -0800,"Washington, DC",Eastern Time (US & Canada) 568177022712676353,neutral,0.6413,,0.0,Southwest,,FMLBROOKLYN,,0,"@SouthwestAir snapchat, iMessage, instagram......",,2015-02-18 14:35:33 -0800,,Arizona 568176529584173056,negative,1.0,Bad Flight,1.0,Southwest,,FMLBROOKLYN,,0,@SouthwestAir your WiFi is shit. fix that up before I jump out of the closest bloody fucking emergency exit.,,2015-02-18 14:33:35 -0800,,Arizona 568174911841177600,negative,1.0,Customer Service Issue,1.0,Southwest,,CollingMedia,,0,@SouthwestAir We need help changing a name on a company reservation....We tried calling customer relations but there is a busy signal.,,2015-02-18 14:27:09 -0800,"Scottsdale, AZ",Arizona 568173585484771328,negative,0.7090000000000001,Bad Flight,0.3641,Southwest,,anne_laflamme,,0,"@SouthwestAir alas, it was pretty full so we had to entertain ourselves with witty repartee ...",,2015-02-18 14:21:53 -0800,,Pacific Time (US & Canada) 568173435173482496,neutral,1.0,,,Southwest,,Shadowjin12,,0,@SouthwestAir will do! #heart #flying,,2015-02-18 14:21:17 -0800,, 568172001300340736,negative,0.7039,Flight Booking Problems,0.7039,Southwest,,angiezemog,,0,@SouthwestAir I am trying to book another flight and apply my credits that I had from another flight but I can't find them.,,2015-02-18 14:15:35 -0800,Los Angeles/Chicago,Quito 568171015131394048,negative,1.0,Late Flight,0.6503,Southwest,,jillianhello,,0,@SouthwestAir So frustrated with my experience with #Southwest. 18 hours trapped in Denver bc of mechanical problems. #worstcustomerservice,,2015-02-18 14:11:40 -0800,"Orange County, CA",Arizona 568170929639059456,positive,1.0,,,Southwest,,missyw2you,,0,@SouthwestAir awesome. thank you!,,2015-02-18 14:11:20 -0800,"Warren, OH",Eastern Time (US & Canada) 568170493544673280,negative,1.0,Lost Luggage,0.6403,Southwest,,thisnamerocks2,,0,@SouthwestAir we've now lost a whole day of our honeymoon... Very disappointed and frustrated with everything.,,2015-02-18 14:09:36 -0800,"Canton, MA", 568170036248092674,negative,0.6769,Lost Luggage,0.6769,Southwest,,thisnamerocks2,,0,@SouthwestAir we have to stay in Chicago overnight and meet up with our bags there. I hope they stay put and don't get put on a flight.,,2015-02-18 14:07:47 -0800,"Canton, MA", 568169837878484992,positive,0.6374,,0.0,Southwest,,thisnamerocks2,,0,"@SouthwestAir luckily, the people working the BSO at Chicago Midway have been very attentive and found our bags in Punta Cana.",,2015-02-18 14:07:00 -0800,"Canton, MA", 568169379613032448,negative,0.6374,Customer Service Issue,0.3297,Southwest,,missyw2you,,0,"@SouthwestAir are bicycles that the 62"", 50lbs criteria free or bikes are automatically $75/each way? The FAQ page isn't very clear to me.",,2015-02-18 14:05:10 -0800,"Warren, OH",Eastern Time (US & Canada) 568169352383602688,neutral,0.6635,,0.0,Southwest,,JDG1206,,0,@SouthwestAir is there a way to DM you?,,2015-02-18 14:05:04 -0800,"Fort Worth, TX",Central Time (US & Canada) 568168034394873857,negative,1.0,Customer Service Issue,1.0,Southwest,,JDG1206,,0,@SouthwestAir was wondering is there a reason why customer service is so busy? Been on hold past few days for many hours No answer Help plz,,2015-02-18 13:59:50 -0800,"Fort Worth, TX",Central Time (US & Canada) 568166220706418688,negative,1.0,longlines,1.0,Southwest,,SupermanHopkins,,0,"@SouthwestAir Open more kiosks at Austin-Bergstrom. Three lanes to service a line of 50 people? Really?",,2015-02-18 13:52:37 -0800,, 568165260605014016,positive,0.6667,,,Southwest,,SarahFigge,,0,@SouthwestAir @ PIT- Gate A1! Big shout out to the lady trying to track him down!,,2015-02-18 13:48:48 -0800,, 568164059981307904,positive,1.0,,,Southwest,,ljwoodworth,,0,@SouthwestAir - I just had a great experience with your customer service team. Thank you! #LuvSW A-list,,2015-02-18 13:44:02 -0800,Colorado, 568162290890964992,positive,1.0,,,Southwest,,chelsiesedore,,0,@SouthwestAir is there a way to know who checked my bag on the curb? She was awesome!!! And want to be sure she gets a high five!,,2015-02-18 13:37:00 -0800,, 568161313274404864,neutral,1.0,,,Southwest,,Rickonia,,0,@SouthwestAir yall still fly in the cold right?,,2015-02-18 13:33:07 -0800,Zamunda ,Pacific Time (US & Canada) 568160511264571392,negative,0.6848,Customer Service Issue,0.3478,Southwest,,mybadtequila,,0,"@SouthwestAir pls help me get this resolved & reimbursement made. gracias, rico; pls send me private msg with phone number or email address",,2015-02-18 13:29:56 -0800,"Scottsdale, AZ",Mountain Time (US & Canada) 568159614069444608,negative,1.0,Customer Service Issue,1.0,Southwest,,rsalemania,,0,"@SouthwestAir A-list preferred line phone wait was 15 minutes. I hung up, not feeling A-list-ey!",,2015-02-18 13:26:22 -0800,,Pacific Time (US & Canada) 568157733746294787,negative,0.6303,Can't Tell,0.3249,Southwest,,Havilandweb,,0,@SouthwestAir How do I stop getting credit card apps? I already have a card!,"[35.8271843, -87.43714049]",2015-02-18 13:18:54 -0800,"Centerville, TN",Central Time (US & Canada) 568155440267161600,positive,1.0,,,Southwest,,CheteraC,,0,@SouthwestAir thank you for handling this for me. Glad Southwest cares about what it's flyers think!,,2015-02-18 13:09:47 -0800,, 568155246616121344,positive,1.0,,,Southwest,,TedNguyen,,2,Bingo! “@SouthwestAir: Thank you for bringing this to our attention. We'll be happy to reach out to Noah so we can make this right. ^MR”,,2015-02-18 13:09:01 -0800,"Southern California, USA",Pacific Time (US & Canada) 568154689449168896,neutral,1.0,,,Southwest,,jigisavegoqu,,0,"@SouthwestAir oops, Sorry, Done,",,2015-02-18 13:06:48 -0800,Bay Area - Cali, 568153578453524480,neutral,0.6771,,0.0,Southwest,,benfetch,,0,@SouthwestAir how come on mobile I can't proceed w/o entering a postcode at purchase. I'm from Ireland and I don't have a postcode just.,,2015-02-18 13:02:23 -0800,,Dublin 568151905165316097,negative,0.6463,Can't Tell,0.3316,Southwest,,natedlee,,0,@SouthwestAir TSA Pre isn't showing up on my boarding passes and I've followed all of the steps. Please help.,,2015-02-18 12:55:44 -0800,D.C. Metro Area,Eastern Time (US & Canada) 568149878095753216,neutral,0.6545,,0.0,Southwest,,Brian_Fox,,0,@SouthwestAir I would but you need to follow me first ;-),,2015-02-18 12:47:41 -0800,"NH, United States",Eastern Time (US & Canada) 568149287948967936,neutral,1.0,,,Southwest,,alexandrea_h,,0,@SouthwestAir I'm not sure I did the messaging part right. Please let me know if you received it.,"[27.9344812, -82.47401175]",2015-02-18 12:45:20 -0800,"tampa, fl",Eastern Time (US & Canada) 568149194654904320,positive,1.0,,,Southwest,,jwimpee,,0,@SouthwestAir love..luv the addition of the passbook option.,,2015-02-18 12:44:58 -0800,"Rockwall, TX USA",Central Time (US & Canada) 568148807684198401,positive,1.0,,,Southwest,,Neetz4,,0,@SouthwestAir thanks for the follow up. So glad to get my bag back.,,2015-02-18 12:43:26 -0800,Maryland, 568148009722073089,neutral,1.0,,,Southwest,,cj_deboer,,0,"@SouthwestAir Denver to Phoenix, I think we're finally getting ready to take off.",,2015-02-18 12:40:15 -0800,, 568147483269971969,neutral,0.6883,,0.0,Southwest,,Brian_Fox,,0,"@southwestair is your companion pass broken today? purchase.error.INVALID_LOYALTY_MEMBER_ACCOUNT_STATUS (SW900001-vyiL1XKlROG24fS-918j_A)",,2015-02-18 12:38:10 -0800,"NH, United States",Eastern Time (US & Canada) 568147443151454208,negative,0.6564,Customer Service Issue,0.6564,Southwest,,hiii_itsme,,0,@SouthwestAir if you guys fuck this up again I will never forgive you,,2015-02-18 12:38:00 -0800,,Atlantic Time (Canada) 568146404784209920,negative,0.6679,Customer Service Issue,0.3662,Southwest,,DesertDealer,,0,@SouthwestAir I'm smashed into a window by the giant guest sitting next to me. #4386. No way this guy should have been given 1 seat.,,2015-02-18 12:33:53 -0800,Las Vegas,Arizona 568145575452876800,negative,1.0,Bad Flight,0.662,Southwest,,DesertDealer,,0,@SouthwestAir I'm miserable on your Orlando to Vegas nonstop right now. How big must a guest be for u to require 2 seats? I'm in 1A btw.,,2015-02-18 12:30:35 -0800,Las Vegas,Arizona 568144447931686912,positive,1.0,,,Southwest,,Mariextweets,,0,@SouthwestAir amazing service by your SW stewardesses! From den to Cun and from CUN to Atl and atl to lax. Thank u!,,2015-02-18 12:26:06 -0800,,Pacific Time (US & Canada) 568144357230026752,neutral,1.0,,,Southwest,,Zachamon,,0,@southwestair #ftw! ✈️ Hope they'll sing us a song on our flight to Phoenix today. (@ Terminal 2 (Humphrey)) https://t.co/mAvIgetbBw,"[44.8741191, -93.22830677]",2015-02-18 12:25:45 -0800,North Minneapolis,Central Time (US & Canada) 568141111601926145,neutral,1.0,,,Southwest,,girlnamednour,,0,@SouthwestAir did you pick the winners for the #DestinationDragons ?? #87yearsLate Flightr #maybeijustlost #whyyounoloveme,,2015-02-18 12:12:51 -0800,"Hockeytown, USA",Eastern Time (US & Canada) 568140628959358976,positive,0.6632,,,Southwest,,Imagine_Sloom,,0,@SouthwestAir @love_dragonss lol I'm sorry I'm just seeing this now but LAUREN OH MY GOD AHHHH,,2015-02-18 12:10:56 -0800,MA,Eastern Time (US & Canada) 568139299021041664,negative,0.6731,Cancelled Flight,0.6731,Southwest,,angeladoheny26,,0,@SouthwestAir bad weather and multiple Cancelled Flighted flights has us all scared! Noted for next time.,,2015-02-18 12:05:39 -0800,, 568139007617597440,negative,0.6606,longlines,0.6606,Southwest,,angeladoheny26,,0,@SouthwestAir good to know NOW! Three sets of travelers in just 20 mins standing here waiting for mins to pass by.,,2015-02-18 12:04:29 -0800,, 568137557935960066,positive,1.0,,,Southwest,,Shadowjin12,,0,@SouthwestAir once or twice a year. Hard to get vacation time from work sometimes. But love flying with you guys!,,2015-02-18 11:58:43 -0800,, 568136806224379904,positive,1.0,,,Southwest,,eliinthemiddle,,1,@SouthwestAir JUST GAVE ME TICKETS TO SEE @Imaginedragons AT @VelourLive ON SATURDAY. I CAN'T EVEN RIGHT NOW HAHA. THANK YOU!!!!,,2015-02-18 11:55:44 -0800,,Mountain Time (US & Canada) 568136521502605312,negative,1.0,Customer Service Issue,0.6906,Southwest,,JessikaKM,,0,"@SouthwestAir doesn't want to deal with me, but the world might want to know how they are treating their customers: http://t.co/sKKewqhssG",,2015-02-18 11:54:36 -0800,,Quito 568135153903656960,negative,1.0,longlines,1.0,Southwest,,angeladoheny26,,0,@SouthwestAir So I guess you can get to the airport too early! Need to wait 10mins to checkin. Really?,,2015-02-18 11:49:10 -0800,, 568134973728755712,positive,0.6669,,,Southwest,,GlendaVee,,0,@SouthwestAir @taylormdowns We share that value in common. :),,2015-02-18 11:48:27 -0800,,Pacific Time (US & Canada) 568134503987851264,neutral,1.0,,,Southwest,,travelnube,,0,"@SouthwestAir Is the 1,750 bonus at 1800Flowers still on or did it expire 2/14/15?",,2015-02-18 11:46:35 -0800,"Chicago, IL ",Central Time (US & Canada) 568134211493695488,positive,0.6646,,,Southwest,,DanaChristos,,0,@SouthwestAir @karajusto OK we will! Thank you!!!,,2015-02-18 11:45:26 -0800,CT,Eastern Time (US & Canada) 568133264168214528,neutral,0.6399,,,Southwest,,ejdicki,,0,@SouthwestAir 8FKQW is the conf #. Thanks for the reply,,2015-02-18 11:41:40 -0800,"Dallas, TX",Central Time (US & Canada) 568132209330098177,neutral,1.0,,,Southwest,,Charlie_L_Hall,,0,"@SouthwestAir Times change, I guess. http://t.co/osox9h7fWY",,2015-02-18 11:37:28 -0800,,Central Time (US & Canada) 568130768788185088,negative,1.0,Lost Luggage,1.0,Southwest,,BlockRahel,,0,@SouthwestAir #worstthingever 2days Late Flightr our lost bag was fedexed somewhere. Do you know where cause we don't & it was delivered somewhere,,2015-02-18 11:31:45 -0800,, 568130367900798976,neutral,1.0,,,Southwest,,passworksio,,0,@SouthwestAir App Updated With #Passbook Support http://t.co/WrWqrUblPs via @ubergizmo,,2015-02-18 11:30:09 -0800,Global,Lisbon 568128236649095168,negative,0.6939,Customer Service Issue,0.3571,Southwest,,jeparker232,,0,"@SouthwestAir how do i know that my information is not found on other people's account? I can see someone else's reservation, rr # and trip",,2015-02-18 11:21:41 -0800,, 568128069845848064,negative,0.6631,Customer Service Issue,0.3423,Southwest,,jeparker232,,0,@SouthwestAir I don't have a conference number. I spoke with Courtney in Texas and David before that. they finally fixed mine after an hour,,2015-02-18 11:21:01 -0800,, 568126682336534529,neutral,1.0,,,Southwest,,DoctorFox007,,0,@SouthwestAir Any possible chance of SWA bringing back service between LGA-BWI? It would make it much easier to connect to the west coast.,,2015-02-18 11:15:31 -0800,"ÜT: 40.819919,-73.864869",Eastern Time (US & Canada) 568126169008218112,neutral,0.6703,,0.0,Southwest,,roq0114,,0,@SouthwestAir please expedite missing bag claim #3526665682. Thanks!,,2015-02-18 11:13:28 -0800,, 568125472527097856,neutral,1.0,,,Southwest,,heatheralexis8,,0,@SouthwestAir is there anything I can do to get tickets for @Imaginedragons at @VinylVegas? It would mean so much to me #DestinationDragons,,2015-02-18 11:10:42 -0800,Vegas,Pacific Time (US & Canada) 568124227641065472,neutral,0.7033,,0.0,Southwest,,kimmck64,,0,@SouthwestAir When does the new schedule open that takes us past 10/31?,,2015-02-18 11:05:45 -0800,,Central Time (US & Canada) 568122064919527424,negative,0.6667,Customer Service Issue,0.6667,Southwest,,jeparker232,,0,@SouthwestAir Customer service said it was a known problem that they were using same confirmation numbers for domestic and international,,2015-02-18 10:57:10 -0800,, 568121659988824064,negative,0.6990000000000001,Can't Tell,0.3604,Southwest,,jeparker232,,0,@SouthwestAir looks like my 1 yr anni trip has been replaced w someone's itinerary. Worried abt who can c my flight http://t.co/BApE6RuMNE,,2015-02-18 10:55:33 -0800,, 568118177537744897,neutral,0.6735,,,Southwest,,BobbiStorm,,0,@SouthwestAir go south everyone,,2015-02-18 10:41:43 -0800,Miami, 568116430966648833,negative,1.0,Flight Booking Problems,0.3592,Southwest,,CheteraC,,0,"@SouthwestAir why would I want to when the last time I did, you screwed me out of my early boarding that I PAID FOR.",,2015-02-18 10:34:46 -0800,, 568113383242911744,positive,1.0,,,Southwest,,jdaniels1974,,0,@SouthwestAir thanks for the follow up. I appreciate it.,"[38.97681463, -76.50266928]",2015-02-18 10:22:40 -0800,, 568112842261594112,positive,1.0,,,Southwest,,roq0114,,0,@SouthwestAir :arrived in San Juan early. Thanks for a great flight. LUV u!,,2015-02-18 10:20:31 -0800,, 568112578989137920,negative,1.0,Customer Service Issue,0.6474,Southwest,,IamWiz4Life,,0,@SouthwestAir #JamesAsworth has the worst corporate account manager #22 Brent. I will now take my 70plus flights to @Delta thank you,,2015-02-18 10:19:28 -0800,ATL ,Eastern Time (US & Canada) 568111819325366273,neutral,1.0,,,Southwest,,suevannasing,,0,@SouthwestAir just sent you a DM w/ additonal info,,2015-02-18 10:16:27 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 568111779705958400,negative,1.0,Bad Flight,0.6577,Southwest,,DubTeed,,0,"@SouthwestAir, a complete horror show. Flights bumped three times today, before noon, not how to run an airline. #cantblametheweather.",,2015-02-18 10:16:17 -0800,, 568111588546375680,neutral,0.6621,,,Southwest,,kt_delaney,,0,@SouthwestAir can I please go see @Imaginedragons on friday? I promise I'll only fly Southwest when going back home to NH #MHTforlife,,2015-02-18 10:15:32 -0800,Los Angeles,Quito 568110846057975808,neutral,0.6889,,,Southwest,,tlbbrown1957,,1,@southwestair. So important to accept others for who they are. #SWADiversity,,2015-02-18 10:12:35 -0800,Dallas tx, 568110095646781440,negative,1.0,Late Flight,1.0,Southwest,,brendanpshannon,,0,"5 hour delay = shortly?“@SouthwestAir: @brendanpshannon Brendan, we are so sorry to keep you waiting. We'll have you in the air shortly!^RS”",,2015-02-18 10:09:36 -0800,here there many wheres,Central Time (US & Canada) 568108822360760320,neutral,1.0,,,Southwest,,JiggaJazzman,,0,@SouthwestAir Are you announcing any more winners to the #DestinationDragons @Imaginedragons show @VelourLive in UTAH this weekend? #Lucky,"[40.4871427, -112.011264]",2015-02-18 10:04:32 -0800,, 568108322924191744,positive,0.6611,,,Southwest,,DavidJAbramson,,0,"@SouthwestAir thanks, already subscribe and have a RR Account. Had received a promo code last month but has since expired. Any new offers?",,2015-02-18 10:02:33 -0800,Maryland and Washington D.C.,Eastern Time (US & Canada) 568108100827217920,positive,1.0,,,Southwest,,BryanAndaya,,0,@SouthwestAir thank you kindly.,"[0.0, 0.0]",2015-02-18 10:01:40 -0800,"Houston, Texas",Mountain Time (US & Canada) 568107719737020417,negative,1.0,Customer Service Issue,0.6511,Southwest,,braadwise,,0,@SouthwestAir step 1: be less shot. Step 2: acknowledge customers other places than Twitter. Step 3: don't suck so much,,2015-02-18 10:00:09 -0800,"Rogue, USA",Pacific Time (US & Canada) 568107670177239040,neutral,0.6736,,0.0,Southwest,,N0O0O0O0O0O0,,0,@SouthwestAir so when do we find out who won the imagine dragons contest?,,2015-02-18 09:59:58 -0800,,Atlantic Time (Canada) 568107472260624384,positive,1.0,,,Southwest,,climbforee,,0,@southwestair Great job celebrating #MardiGras2015 . You own the industry . Another reason I'm nuts for you! http://t.co/8WBzOrRn3C,,2015-02-18 09:59:10 -0800,http://goo.gl/eZTfG,Arizona 568107058605608960,neutral,0.6821,,,Southwest,,OJ27Canelo,,0,@SouthwestAir Thank you.,,2015-02-18 09:57:32 -0800,, 568106704866582528,neutral,1.0,,,Southwest,,DavidJAbramson,,0,@SouthwestAir planning a family trip to Orlando in May and trying to figure out when to book to get the best rate. Any Suggestions?,,2015-02-18 09:56:08 -0800,Maryland and Washington D.C.,Eastern Time (US & Canada) 568105844174397440,neutral,1.0,,,Southwest,,Karima_Hersi,,0,@SouthwestAir lemme come to #DestinationDragons 😭😭😭 this university student could use a break from all these books.,,2015-02-18 09:52:42 -0800,"Ottawa,Canada ",Central Time (US & Canada) 568105722413649920,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,Nic_L_Wright,,0,@SouthwestAir I'm sorry for straying and going with @AmericanAir I've learned my lesson. These attendants need some SW happiness!,,2015-02-18 09:52:13 -0800,Oklahoma,Mountain Time (US & Canada) 568105481018822656,neutral,1.0,,,Southwest,,OJ27Canelo,,0,@SouthwestAir I will not have my passport in time for my trip. Could I still fly with photo ID? #thingsishouldknow #ifeeldumb,,2015-02-18 09:51:16 -0800,, 568105106647838720,positive,0.6421,,,Southwest,,seanpetykowski,,0,"@SouthwestAir just added #passbook support to their iOS application! Finally, I get to add them to my collection. http://t.co/lEdNoCdQee","[30.43823709, -97.76632883]",2015-02-18 09:49:46 -0800,"Austin, TX",Central Time (US & Canada) 568104783061520384,neutral,1.0,,,Southwest,,girlymum,,0,@SouthwestAir how can I get tickets for Feb 20 Imagine Dragons show?,,2015-02-18 09:48:29 -0800,Where the wild things are,Pacific Time (US & Canada) 568104424029036545,positive,1.0,,,Southwest,,taylor_brummett,,0,"@SouthwestAir I'm really craving your pretzels, please send me some.",,2015-02-18 09:47:04 -0800,Brawley, 568103931307405312,positive,1.0,,,Southwest,,BuckeyePatricia,,0,"@SouthwestAir allows you to change a flight once for no fee, yay! I will always book flights with them. @AmericanAir changes you $200",,2015-02-18 09:45:06 -0800,"Austin, TX",Eastern Time (US & Canada) 568103735827804160,neutral,0.6484,,,Southwest,,Karima_Hersi,,0,@SouthwestAir give me tickets to the atlanta show and I'll roadtrip from Canada!! Deal? 😆,,2015-02-18 09:44:20 -0800,"Ottawa,Canada ",Central Time (US & Canada) 568102187294973952,negative,1.0,Customer Service Issue,1.0,Southwest,,TinaIsBack,,0,@SouthwestAir it's the poor customer service that I have a problem with!!!!!,"[36.22640559, -86.82373437]",2015-02-18 09:38:10 -0800,Nashville by way of New York,Central Time (US & Canada) 568101606585020416,negative,0.6659999999999999,Flight Booking Problems,0.33399999999999996,Southwest,,BryanAndaya,,0,@SouthwestAir it was this one but looks like the problem is now fixed. https://t.co/CFI1E3KXA9,"[0.0, 0.0]",2015-02-18 09:35:52 -0800,"Houston, Texas",Mountain Time (US & Canada) 568100987887427584,neutral,1.0,,,Southwest,,babyluv590,,0,"@SouthwestAir sure,I'll send a message now!",,2015-02-18 09:33:24 -0800,murfreesboro,Pacific Time (US & Canada) 568100973966569472,positive,0.6581,,,Southwest,,dophin2009,,0,@southwestair#SWADiversity We are ready to be inspired! http://t.co/S3EsW5AgUm,,2015-02-18 09:33:21 -0800,, 568100626183417856,neutral,1.0,,,Southwest,,oliviasdad1,,0,@SouthwestAir sent,,2015-02-18 09:31:58 -0800,, 568098977545134080,negative,1.0,Late Flight,0.6559,Southwest,,LauraGina,,0,.@SouthwestAir 3 days & still not home. Not even off the ground. 3. Days. #PastMyPatienceExpirationDate,,2015-02-18 09:25:25 -0800,"Beaufort, South Carolina",Eastern Time (US & Canada) 568096674167595008,neutral,1.0,,,Southwest,,thaterikperson,,0,@SouthwestAir 10 revenue flights since the beginning of 2015?,"[0.0, 0.0]",2015-02-18 09:16:16 -0800,"Austin, TX",Central Time (US & Canada) 568096554638159872,negative,0.6667,Customer Service Issue,0.6667,Southwest,,MFarrell21,,0,@SouthwestAir understand you can only do so much but often it seems like a quick request to the desk is all it takes no questions asked.,,2015-02-18 09:15:48 -0800,"Cleveland, Ohio",Eastern Time (US & Canada) 568095623875964928,neutral,1.0,,,Southwest,,MelvinLopezJr,,0,@SouthwestAir Looking forward to out Power of Inclusion event with very special guests! We will begin promptly at 11:30 a.m. #SWADiversity,,2015-02-18 09:12:06 -0800,,Central Time (US & Canada) 568094581041934336,negative,0.6694,Flight Booking Problems,0.3779,Southwest,,BryanAndaya,,0,@SouthwestAir tried to enter that rapid rewards contest link on facebook but all my browsers kept popping up security warnings 4 it.,"[0.0, 0.0]",2015-02-18 09:07:57 -0800,"Houston, Texas",Mountain Time (US & Canada) 568094319766147072,negative,1.0,Customer Service Issue,0.3556,Southwest,,_alexcabrera,,0,@SouthwestAir Just OH-ing a text message I received from an entitled jackass of a friend.,"[25.7661538, -80.2517994]",2015-02-18 09:06:55 -0800,Miami,Eastern Time (US & Canada) 568093988516802560,positive,0.7072,,,Southwest,,kirkwoodtiger,,0,“@SouthwestAir: @kirkwoodtiger Hmmm... how does the Caribbean sound? https://t.co/AAY5avg99b ^LD” WARM THANKS!,,2015-02-18 09:05:36 -0800,Kirkwood Missouri,Central Time (US & Canada) 568093497431101440,neutral,0.6845,,0.0,Southwest,,thaterikperson,,0,"@SouthwestAir I have a flight to Vegas coming up soon, but haven’t received any drink tickets Late Flightly. Can you help me out?","[0.0, 0.0]",2015-02-18 09:03:39 -0800,"Austin, TX",Central Time (US & Canada) 568093190185566208,neutral,1.0,,,Southwest,,saysorrychris,,0,“@SouthwestAir: @saysorrychris Can you follow back for a quick DM? ^SW”followed,,2015-02-18 09:02:25 -0800,Everywhere But Never Scared,Hawaii 568092537786748928,neutral,0.3353,,0.0,Southwest,,VegasRenegade,,1,@SouthwestAir All Flights lead to VEGAS BABY!,,2015-02-18 08:59:50 -0800,The Wild Blue Yonder,Atlantic Time (Canada) 568092489011236864,positive,0.68,,,Southwest,,gingypants,,0,@SouthwestAir - Apology accepted! #customerserviceWIN #itravelalot http://t.co/z5znfwkKWP,,2015-02-18 08:59:38 -0800,"los angeles, ca",Alaska 568092479452549120,negative,0.6939,longlines,0.3469,Southwest,,MFarrell21,,0,@SouthwestAir how does your pre boarding process work? Basically anyone who doesn't want to wait their turn can get a slip?,,2015-02-18 08:59:36 -0800,"Cleveland, Ohio",Eastern Time (US & Canada) 568091794304401409,positive,1.0,,,Southwest,,Elizabeethan,,0,"@SouthwestAir LOVE your TV ad with the girl dancing. Makes me laugh every time, AND now I want to take a trip! :-)",,2015-02-18 08:56:53 -0800,California,Pacific Time (US & Canada) 568091623986319360,negative,0.6558,Late Flight,0.6558,Southwest,,cj_deboer,,0,@SouthwestAir it's ok...I forgive you guys.,,2015-02-18 08:56:12 -0800,, 568090175122907136,negative,1.0,Late Flight,1.0,Southwest,,oliviasdad1,,0,@SouthwestAir now it's delayed until 3:55. Getting yelled at by attendants not to bother them. Getting worse,,2015-02-18 08:50:27 -0800,, 568088989820792832,negative,0.6319,Flight Booking Problems,0.6319,Southwest,,mxp908,,0,@SouthwestAir Southwest is scheduled to fly to Costa Rica on March 7 but I can't book it online. When will this be available?,,2015-02-18 08:45:44 -0800,,Central Time (US & Canada) 568087881387884544,positive,1.0,,,Southwest,,jpmanterola,,0,@SouthwestAir Yes! I did and the bags came straight to my hotel. Thank you ...you guys rock!,,2015-02-18 08:41:20 -0800,"Tampa / St Petersburg ,Florida",Central Time (US & Canada) 568087802279288832,neutral,1.0,,,Southwest,,JoshPishPosh,,0,@SouthwestAir Southwest is currently awaiting government approval for this route. Do we know when it will be official?,,2015-02-18 08:41:01 -0800,"Sacramento, CA", 568087614303166464,neutral,1.0,,,Southwest,,COIAerospace,,0,@SouthwestAir is offering #CompanionPasses to Atlanta residing frequent fliers! http://t.co/mdN5ED58ze,,2015-02-18 08:40:16 -0800,"Atlanta, Georgia",Eastern Time (US & Canada) 568087131748503553,positive,1.0,,,Southwest,,SuperB0wlTrophY,,0,@SouthwestAir thank you!!!,,2015-02-18 08:38:21 -0800,, 568086667258679296,positive,0.6955,,,Southwest,,JacobZiegler,,0,@SouthwestAir @love_dragonss oh my gosh,,2015-02-18 08:36:30 -0800,"Toronto, Canada",Atlantic Time (Canada) 568086184888561664,negative,1.0,Customer Service Issue,1.0,Southwest,,jaimegenova,,0,@SouthwestAir Service rep didn't say I was dumb just had the tone of voice like I should have known about it.,,2015-02-18 08:34:35 -0800,Tennessee,Central Time (US & Canada) 568086073814827008,negative,1.0,Customer Service Issue,1.0,Southwest,,SamanthaCaron,,0,@SouthwestAir it would be nice if I could talk to an agent rather than get caught up w/ a promotion & then be hung up on,"[38.34274662, -122.32611925]",2015-02-18 08:34:09 -0800,CA,Pacific Time (US & Canada) 568086068135895040,negative,1.0,Can't Tell,0.6552,Southwest,,jaimegenova,,0,@SouthwestAir I just wanted Southwest to know that I don't think they're as great as I used to anymore. Nothing to look into.,,2015-02-18 08:34:07 -0800,Tennessee,Central Time (US & Canada) 568085970983251968,positive,0.35,,0.0,Southwest,,_dragon_fruit_,,0,@SouthwestAir @love_dragonss LAUREN IM SCREAMING,,2015-02-18 08:33:44 -0800,Boston (sort of),Eastern Time (US & Canada) 568085962049216514,positive,1.0,,,Southwest,,Nick_Astalos,,0,@SouthwestAir @love_dragonss LAUREN OMG IM DEAD IM SO SO HAPPY FOR YOU YES YES,,2015-02-18 08:33:42 -0800,PostVegasDepression in Texsus,Eastern Time (US & Canada) 568085714744684544,positive,1.0,,,Southwest,,polaroiddragons,,0,@SouthwestAir you're the best,,2015-02-18 08:32:43 -0800,Texas,Central Time (US & Canada) 568085705479618560,negative,1.0,Customer Service Issue,1.0,Southwest,,jaimegenova,,0,"@SouthwestAir Customer relations line had busy signal too, called the normal line and the service rep thought I was dumb for not knowing.",,2015-02-18 08:32:41 -0800,Tennessee,Central Time (US & Canada) 568085571509334016,neutral,0.6889,,,Southwest,,svssywentz,,0,@SouthwestAir I've never met my favorite band and it would be sooo amazing to win destination dragons.,,2015-02-18 08:32:09 -0800,, 568085366441246720,positive,1.0,,,Southwest,,benamcswag,,0,@SouthwestAir @love_dragonss LAUREN OMG BEST AIRLINE EVER,,2015-02-18 08:31:20 -0800,,Eastern Time (US & Canada) 568085308727808000,negative,1.0,Customer Service Issue,0.3756,Southwest,,jaimegenova,,0,@SouthwestAir Didn't see travel had to be compete for unused funds by expiration date hidden in the fine print. Never saw that before.,,2015-02-18 08:31:06 -0800,Tennessee,Central Time (US & Canada) 568085082746933248,neutral,1.0,,,Southwest,,polaroiddragons,,0,@SouthwestAir @love_dragonss AHHHH YES LAUREN,,2015-02-18 08:30:12 -0800,Texas,Central Time (US & Canada) 568084881303072770,positive,0.3543,,0.0,Southwest,,thirty_lives,,0,@SouthwestAir @love_dragonss holy fuckinf shit,,2015-02-18 08:29:24 -0800,ʞᴚoʎ ʍǝu,Eastern Time (US & Canada) 568084860008570881,positive,0.6986,,,Southwest,,m_nimzzz,,0,@SouthwestAir @love_dragonss oh my god LAUREN OH MY GOD OH MY GOD,,2015-02-18 08:29:19 -0800,,Central Time (US & Canada) 568084748020649984,neutral,1.0,,,Southwest,,thirty_lives,,0,@SouthwestAir my birthday is February 24th which is the date of the imagine dragons in flight concert btw,,2015-02-18 08:28:53 -0800,ʞᴚoʎ ʍǝu,Eastern Time (US & Canada) 568083999761010689,neutral,0.6831,,,Southwest,,DansBlueEyes,,0,@SouthwestAir @love_dragonss LAUREN HoLY SHT,,2015-02-18 08:25:54 -0800,The Sunshine State,Eastern Time (US & Canada) 568082817562898432,positive,1.0,,,Southwest,,love_dragonss,,0,@SouthwestAir Thank you thank you thank you,,2015-02-18 08:21:12 -0800,2/26/14,Eastern Time (US & Canada) 568082656413552640,negative,0.6476,Lost Luggage,0.6476,Southwest,,JohnGillenwater,,0,@SouthwestAir after a long wait of over an hour my mother's bag did not make it. We filed a report and are waiting. Thanks for your help,,2015-02-18 08:20:34 -0800,Richmond and Virginia Beach,Eastern Time (US & Canada) 568082454336151552,neutral,1.0,,,Southwest,,DeltaSegmentFly,,0,@SouthwestAir goes to court to gain access to @Delta gates at Love Field http://t.co/ILqzmMJiYQ #deltanews,,2015-02-18 08:19:46 -0800,TRI CITIES (TRI), 568082378406682624,neutral,0.6354,,,Southwest,,emilyr1231234,,0,@SouthwestAir @love_dragonss LAUREN IM SCREAKJMF,,2015-02-18 08:19:28 -0800,Ig:@/imaginedragoner, 568081678272307201,negative,1.0,Customer Service Issue,0.6719,Southwest,,StJudeEnergy,,0,@SouthwestAir when will sw return to customer service? Business travelers made sw now sw ignores us.,,2015-02-18 08:16:41 -0800,ABQ,Mountain Time (US & Canada) 568081316282916864,neutral,1.0,,,Southwest,,heatheralexis8,,0,@SouthwestAir are you guys gonna be giving away any tickets for @Imaginedragons at @VinylVegas? #DestinationDragons,,2015-02-18 08:15:14 -0800,Vegas,Pacific Time (US & Canada) 568080061372502016,neutral,0.6629999999999999,,0.0,Southwest,,DanaChristos,,0,@SouthwestAir @karajusto SWA is willing to follow up. FINALLY.,,2015-02-18 08:10:15 -0800,CT,Eastern Time (US & Canada) 568079810389549057,neutral,1.0,,,Southwest,,ERAU_CareerSvcs,,0,@SouthwestAir is hiring for their Emerging Leader Development Program- Last day to apply is TODAY! Apply here: http://t.co/jLHM0x7UkB,,2015-02-18 08:09:15 -0800,"Florida, Arizona, Worldwide",Eastern Time (US & Canada) 568079239343439872,neutral,1.0,,,Southwest,,JoshPishPosh,,0,@SouthwestAir When does PV get approved? I am ready to go!!,,2015-02-18 08:06:59 -0800,"Sacramento, CA", 568078285520785408,neutral,1.0,,,Southwest,,Tarheelblue07,,0,@SouthwestAir #3854 ATL to RDU. Snow forecasted for Raleigh this evening.,,2015-02-18 08:03:12 -0800,,Quito 568078069568839680,negative,1.0,Can't Tell,0.348,Southwest,,BraniffMoot,,0,@SouthwestAir your app repeatedly crashed and failed to display my name when checking in. Was unable to use app. http://t.co/0kN7PjelZL,,2015-02-18 08:02:20 -0800,"Baltimore, MD/Wash. DC area",Eastern Time (US & Canada) 568077930783485952,neutral,1.0,,,Southwest,,chelle_ecoed,,0,@SouthwestAir Sorry! Thought I did. It's done now.,,2015-02-18 08:01:47 -0800,"Miami, FL",Eastern Time (US & Canada) 568077464892628993,negative,0.6535,Customer Service Issue,0.6535,Southwest,,Tarheelblue07,,0,@SouthwestAir No I have not.,,2015-02-18 07:59:56 -0800,,Quito 568076650782404608,negative,0.3695,Can't Tell,0.3695,Southwest,,saysorrychris,,0,@SouthwestAir yea but I was hoping to avoid the ticket difference amount as a birthday courtesy? #flysouthwest #lovesouthwest #mybday,,2015-02-18 07:56:42 -0800,Everywhere But Never Scared,Hawaii 568076399166140416,negative,0.6404,Lost Luggage,0.3408,Southwest,,blakeherpeche,,0,@SouthwestAir can @Sagerooski & I use your luggage scale to measure our weight loss? One scale for each foot @ home is not accurate anymore.,,2015-02-18 07:55:42 -0800,PlanoTexas,Eastern Time (US & Canada) 568076081665679360,positive,1.0,,,Southwest,,jenicalindy,,0,"@SouthwestAir OH MY GOSH SERIOUSLY?! you just made my day, week, year!!! No one will appreciate this more than me!!!",,2015-02-18 07:54:26 -0800,"Salt Lake City, UT", 568075679008468992,negative,1.0,Bad Flight,0.6458,Southwest,,oliviasdad1,,0,@SouthwestAir boarded plane only to be told to get off as it wasn't our plane. Now an hour delay. 😭😭,,2015-02-18 07:52:50 -0800,, 568074028990259200,neutral,0.6795,,0.0,Southwest,,jade_boucher,,0,@SouthwestAir when are you opening the flights beyond august 7th???,,2015-02-18 07:46:17 -0800,Windsor& Los Angeles-Cali Life,Pacific Time (US & Canada) 568072958821990400,positive,1.0,,,Southwest,,tbat08,,0,@SouthwestAir pleasantly surprised to be boarding my flight on time this morning at @Fly_Nashville. Good job!,,2015-02-18 07:42:02 -0800,"Nashville, tn ",Central Time (US & Canada) 568072079096061952,neutral,1.0,,,Southwest,,cej1124,,0,"@SouthwestAir Ahhhh! Sorry, just followed.",,2015-02-18 07:38:32 -0800,"Austin, TX, USA",Central Time (US & Canada) 568069670475071488,negative,1.0,Late Flight,1.0,Southwest,,AdrienneCorn,,0,@southwestair TWO hours on the plane at the gate?!? This is undignified behavior for you. And the apology isn’t enough. #freedrinkcoupons,,2015-02-18 07:28:58 -0800,Nashville/Franklin,Central Time (US & Canada) 568069616003629057,negative,1.0,Late Flight,1.0,Southwest,,MsPersia,,0,"@SouthwestAir she cut people off 35 minutes before flight time to check in bags, for a flight that was delayed 2 hours! I waited 8 more hrs!",,2015-02-18 07:28:45 -0800,San Francisco,Pacific Time (US & Canada) 568069437506641920,negative,0.6739,Flight Attendant Complaints,0.3373,Southwest,,MsPersia,,0,@SouthwestAir I want to file a formal complaint against a disgruntled employee @ LaGuardia who ruined mltple people's travel plans yesterday,,2015-02-18 07:28:02 -0800,San Francisco,Pacific Time (US & Canada) 568067878546755584,positive,1.0,,,Southwest,,cej1124,,0,@SouthwestAir Awesome!!! Sending now.,,2015-02-18 07:21:51 -0800,"Austin, TX, USA",Central Time (US & Canada) 568066878192508928,neutral,1.0,,,Southwest,,bgawilson,,0,@SouthwestAir I left something on a plane landing at Midway last night because I am a responsible adult -- got a number for me to call? TY!,,2015-02-18 07:17:52 -0800,"Chicago, IL",Eastern Time (US & Canada) 568066302818058240,negative,1.0,Customer Service Issue,0.3748,Southwest,,cej1124,,0,@SouthwestAir Hi! Just got my TSA pre-check # & put it in my acct. But it's not on my boarding pass for a flight this p.m.Can it be updated?,,2015-02-18 07:15:35 -0800,"Austin, TX, USA",Central Time (US & Canada) 568064339544051712,negative,0.6667,longlines,0.6667,Southwest,,aleczopf,,0,@SouthwestAir why do your MDW gates have so many fewer seats than your planes?,,2015-02-18 07:07:47 -0800,"New York, NY",Central Time (US & Canada) 568062804697202688,negative,1.0,Late Flight,1.0,Southwest,,AdrienneCorn,,0,@southwestair really?!? 1.5 hours ON THE PLANE and at the gate??? Jax2BNA. Like we haven’t waited days to get home #notokay,,2015-02-18 07:01:41 -0800,Nashville/Franklin,Central Time (US & Canada) 568059610969604096,positive,0.6573,,,Southwest,,ChrisWinn211,,0,@SouthwestAir Thank you!,,2015-02-18 06:48:59 -0800,"Worcester, MA ",Eastern Time (US & Canada) 568058224433340416,negative,0.6701,Customer Service Issue,0.3402,Southwest,,ChrisWinn211,,0,"@SouthwestAir There is no option just to Cancelled Flight? I don't want to change flight, I want to Cancelled Flight.",,2015-02-18 06:43:29 -0800,"Worcester, MA ",Eastern Time (US & Canada) 568058146729668608,positive,1.0,,,Southwest,,luvthispayne,,0,@SouthwestAir Thank you for your time!,,2015-02-18 06:43:10 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568058084846911488,negative,1.0,Customer Service Issue,1.0,Southwest,,luvthispayne,,0,"@SouthwestAir Lastly, for a company that's trying to put the love in flying it would be nice to have someone personally address my concerns.",,2015-02-18 06:42:56 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568057887223894016,neutral,1.0,,,Southwest,,luvthispayne,,0,"@SouthwestAir In my letters to follow, I will be sure to include my Rewards Number, twitter handle, and email address.",,2015-02-18 06:42:08 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568057812322021376,negative,0.6481,Bad Flight,0.6481,Southwest,,VibrantGene,,0,"@SouthwestAir Flight 2078 to Balt hit turbulence, babies cried, kids vomited. Chaos. Flight attendant Caroline was a superhero.",,2015-02-18 06:41:51 -0800,Most States in US, 568057671443750912,negative,0.6703,Late Flight,0.6703,Southwest,,luvthispayne,,0,"@SouthwestAir By the way the flight number was 1703, please feel free to fact check my complaints about leave time & baggage time.",,2015-02-18 06:41:17 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568056811401703424,neutral,0.6742,,,Southwest,,scatignani,,0,@SouthwestAir Finally got me home #BNASnow,,2015-02-18 06:37:52 -0800,Nashville Tennessee,Eastern Time (US & Canada) 568056741885288448,negative,1.0,Customer Service Issue,1.0,Southwest,,luvthispayne,,0,"@SouthwestAir Therefore, since I've received no recourse through phone I have submitted an email complaint & a letter via mail will follow.",,2015-02-18 06:37:35 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568056298937430016,negative,1.0,Can't Tell,0.6575,Southwest,,luvthispayne,,0,@SouthwestAir I consider myself a loyal customer to the brand but I'm astounded at the lack of concern about customer's flying experiences.,,2015-02-18 06:35:50 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568056050877919232,negative,1.0,Customer Service Issue,0.6759,Southwest,,luvthispayne,,0,@SouthwestAir This experience was the worse flying experience I've ever had. To be met w/ contempt from your Customer Service makes it worse,,2015-02-18 06:34:51 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568055996884619264,neutral,1.0,,,Southwest,,SYLFUS,,0,@SouthwestAir looking for cheap flight to vegas,,2015-02-18 06:34:38 -0800,, 568055766130827264,negative,0.6591,Flight Attendant Complaints,0.3409,Southwest,,sms0823,,0,@SouthwestAir please let those with nothing in overhead bins to exit first. Fly a lot and only bring purse. Tired of running for connection,,2015-02-18 06:33:43 -0800,, 568055724078706689,negative,1.0,Flight Booking Problems,0.6688,Southwest,,luvthispayne,,0,@SouthwestAir All I requested was a refund of my Reward Points that I used to purchase the flight and he refused.,,2015-02-18 06:33:33 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568055480226066434,negative,1.0,Customer Service Issue,1.0,Southwest,,luvthispayne,,0,@SouthwestAir So today I call into Customer Service & speak with Wendell Holton in the Dallas office & I am told there is nothing he can do,,2015-02-18 06:32:35 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568055279839023105,negative,1.0,Flight Attendant Complaints,0.6889,Southwest,,luvthispayne,,0,"@SouthwestAir We did not get a single answer from any Southwest personnel. After an hour's wait. No apologies, no explanation.",,2015-02-18 06:31:47 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568055034296049664,negative,1.0,Lost Luggage,0.6799,Southwest,,luvthispayne,,0,"@SouthwestAir I, along with other passengers repeatedly asked Southwest personnel what was taking so long, where was our luggage.",,2015-02-18 06:30:48 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568054955967418368,neutral,0.6569,,,Southwest,,dfwtower,,0,"@SouthwestAir took delivery of N8661A, a new Boeing 737-8H4 yesterday. http://t.co/5z9STyUQJ3 #DFW #DAL #airlines",,2015-02-18 06:30:30 -0800,DFW,Central Time (US & Canada) 568054866045747200,negative,1.0,longlines,0.3598,Southwest,,luvthispayne,,0,"@SouthwestAir Next once we arrived to Atlanta, we waited a full HOUR before our luggage was placed on a carousel. One hour!",,2015-02-18 06:30:08 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568054687993352192,negative,1.0,Late Flight,1.0,Southwest,,luvthispayne,,0,"@SouthwestAir Secondly, we did not begin boarding on time despite our aircraft being present and deplaned. Thus we left over 30 min Late Flight",,2015-02-18 06:29:26 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568054666216509441,negative,0.677,Lost Luggage,0.3761,Southwest,,fwmperkins,,0,@SouthwestAir 2 bags fly free! So what's with all the carry-on's? #packingayak @BrianReganComic,,2015-02-18 06:29:21 -0800,"Zephyrhills, Florida",Eastern Time (US & Canada) 568054514617622528,negative,1.0,Bad Flight,1.0,Southwest,,luvthispayne,,0,@SouthwestAir First there were cockroaches crawling on the counter at the gate and visible mouse traps under the seats at the gate,,2015-02-18 06:28:44 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568054330550587392,negative,1.0,Flight Attendant Complaints,0.34,Southwest,,luvthispayne,,0,@SouthwestAir I am completely displeased with the service I received on yesterday flying from LGA to ATL.,,2015-02-18 06:28:00 -0800,Somewhere over the rainbow.,Atlantic Time (Canada) 568053732929359872,positive,1.0,,,Southwest,,PaytonTaylor129,,1,@SouthwestAir Landed in Nashville! Thanks for taking care of us! http://t.co/RYXbPLgMnK,,2015-02-18 06:25:38 -0800,"Nashville, TN",Quito 568052354525696000,negative,0.6768,Flight Booking Problems,0.6768,Southwest,,DrewTuckerDPT,,0,@SouthwestAir when will you be accepting reservations past August 7?,,2015-02-18 06:20:09 -0800,"Memphis, TN", 568052343922507776,neutral,0.65,,,Southwest,,hchou,,0,@SouthwestAir Thanks I just sent a DM with this info.,,2015-02-18 06:20:07 -0800,"Seattle, WA",Pacific Time (US & Canada) 568051605247021056,positive,1.0,,,Southwest,,JeanmeF,,0,@SouthwestAir Thanks for the info! Have a good day.,,2015-02-18 06:17:11 -0800,"Suffolk County, New York",Eastern Time (US & Canada) 568051218477654016,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,ReallyViki,,0,"@SouthwestAir FS4VE7 when I corrected the attendants error she gave me attitude made a rude show of taking back nuts& said ""well i was Late Flight""",,2015-02-18 06:15:39 -0800,Central Jersey,Eastern Time (US & Canada) 568050804101410816,positive,1.0,,,Southwest,,foofiter,,0,@SouthwestAir @DeltaPoints hey at least you guys are honest with your customers unlike @Delta,,2015-02-18 06:14:00 -0800,"Atlanta, GA USA",Eastern Time (US & Canada) 568050718772314112,neutral,0.6544,,0.0,Southwest,,OJ27Canelo,,0,"@SouthwestAir first time flyer, scheduled a (round)trip. set on departure date not sure on returning date, policy/fees on changing Re Flight",,2015-02-18 06:13:39 -0800,, 568049316582932480,negative,1.0,Can't Tell,0.6625,Southwest,,jilldhandy,,0,@SouthwestAir I just sent a screen shot of the incident report.,,2015-02-18 06:08:05 -0800,"College Station, TX", 568049201453469697,negative,0.6907,Can't Tell,0.3711,Southwest,,hollyharrisUSA,,0,@SouthwestAir I couldn't fly you today & it made the trip harder + had to pay for my checked bag. #DevotedyYours but for today. :(,,2015-02-18 06:07:38 -0800,"Austin, TX",Central Time (US & Canada) 568047468384002048,positive,0.6509,,,Southwest,,DeltaPoints,,0,"@SouthwestAir Oh no worries NL, no disappointments here. Better to have NO lounges than like #Delta who has them but does disappoint!",,2015-02-18 06:00:44 -0800,✈ Check ☟ out ☟ my blog ☟,Eastern Time (US & Canada) 568044275910512640,negative,1.0,Late Flight,1.0,Southwest,,JeanmeF,,0,@SouthwestAir Flight 4110 MCO to ISP delayed. Any details on why?,,2015-02-18 05:48:03 -0800,"Suffolk County, New York",Eastern Time (US & Canada) 568042869505654784,neutral,1.0,,,Southwest,,cassidychiarito,,0,@SouthwestAir when will you have flights for October 2015 available?,"[41.28597403, -72.44456912]",2015-02-18 05:42:28 -0800,,Atlantic Time (Canada) 568042046608580608,neutral,0.6737,,,Southwest,,akeeton31,,0,@SouthwestAir CEO discusses possibilities of NHL Vegas arena naming rights http://t.co/t3E4SH5xNg @SMUSportMgt #sportsbiz,,2015-02-18 05:39:12 -0800,"Dallas,TX", 568041723642961920,positive,1.0,,,Southwest,,Gabriel_Wren,,0,@SouthwestAir thanks for getting me back to Nashville. Big thanks to the pilots on the 6:15 out of Baltimore. Flying in snow landing on ice.,,2015-02-18 05:37:55 -0800,"Nashville, TN",Central Time (US & Canada) 568039503065174016,positive,1.0,,,Southwest,,benjikuriakose,,0,@SouthwestAir just did last night. Thanks for following up. :),,2015-02-18 05:29:05 -0800,"FL, US of A",Eastern Time (US & Canada) 568037842838024192,positive,1.0,,,Southwest,,AndreaPark20,,0,@SouthwestAir for the win as always- saved my day and got me on a direct to Orlando. 🎉🎉🎉,,2015-02-18 05:22:30 -0800,,Quito 568037591687270400,neutral,0.3727,,0.0,Southwest,,kd35ftw1,,0,@SouthwestAir Not possible to carry-on and put in a closet/overhead? Had success doing that with other airlines. Thanks,,2015-02-18 05:21:30 -0800,, 568034773156933632,neutral,1.0,,,Southwest,,TroyDWhite,,0,"@southwestair Hi, how do I add a flight to my account? Just created it",,2015-02-18 05:10:18 -0800,"Washington, D.C.",Eastern Time (US & Canada) 568028183267639297,positive,0.3356,,0.0,Southwest,,CourtSnod,,0,@SouthwestAir de-icing is important!,,2015-02-18 04:44:07 -0800,Tennessee Original,Central Time (US & Canada) 568027403462651905,positive,1.0,,,Southwest,,malimettt,,0,@SouthwestAir THANK YOU for finally making your boarding passes work with passbook,,2015-02-18 04:41:01 -0800,,Arizona 568024504057913344,neutral,0.7023,,,Southwest,,oldrelic007,,0,@SouthwestAir any delays today @CAKairport to Orlando?,,2015-02-18 04:29:29 -0800,,America/New_York 568015713836752896,neutral,1.0,,,Southwest,,itsangieohyeah,,0,@SouthwestAir so was there a winner for #DestinationDragons ???,,2015-02-18 03:54:34 -0800,Dodger Stadium | Disneyland,Pacific Time (US & Canada) 568014567089029120,neutral,0.6613,,,Southwest,,CaptPat48,,0,@SouthwestAir Thanks for reminding me about my upcoming trip to Florida but you really didn't need to... http://t.co/p6r5rt5Ow5,,2015-02-18 03:50:00 -0800,On the 757 Right Coast,Atlantic Time (Canada) 567996668320346112,neutral,0.6556,,,Southwest,,PaytonTaylor129,,1,"@SouthwestAir Today is going to be the day, I can feel it! Thank y'all for your support throughout! We're coming home Nashville! #Octavia",,2015-02-18 02:38:53 -0800,"Nashville, TN",Quito 567983341405745152,positive,0.6383,,,Southwest,,torithompson13,,0,"@SouthwestAir I love and appreciate the fact that you guys rarely Cancelled Flight flights and are on time, but I need a Cancelled Flightlation this time. 🙏",,2015-02-18 01:45:55 -0800,"Nashville, Tn", 567982055503622144,negative,1.0,longlines,0.6742,Southwest,,Ardor_Creative,,0,@SouthwestAir flight at 630 from fll kiosk just opened. Rude attendants because now everyone is Late Flight. http://t.co/2Boh2Mh3cb,,2015-02-18 01:40:49 -0800,,Eastern Time (US & Canada) 567972426027565056,negative,1.0,Customer Service Issue,0.6633,Southwest,,hil_billy,,0,@SouthwestAir why is your website downnnnn :( ugh,,2015-02-18 01:02:33 -0800,,Eastern Time (US & Canada) 567969280752521216,neutral,1.0,,,Southwest,,cwsnodgras21,,0,@SouthwestAir @CourtSnod hopefully Nashville is open. I want to come home today,,2015-02-18 00:50:03 -0800,,Mountain Time (US & Canada) 567954287185125377,neutral,1.0,,,Southwest,,chelsiesedore,,0,@HillAConlin @SouthwestAir hi! get a solar charger from Amazon! Game changer to plug usb into charge. :),,2015-02-17 23:50:28 -0800,, 567951109677027328,negative,0.6917,Cancelled Flight,0.3803,Southwest,,lesleemitchell,,0,@SouthwestAir will you please tell me if I'll make my flight out of here tomorrow 8am? I've been tryin for 3 days now to leave,"[36.11159761, -86.7844525]",2015-02-17 23:37:51 -0800,,Central Time (US & Canada) 567943461476806656,negative,1.0,Damaged Luggage,1.0,Southwest,,jenharristmc,,0,@SouthwestAir Had a bad experience with them last week. They broke my bicycle that I had brought with me to do a bike ride in Fla. Why?,,2015-02-17 23:07:27 -0800,Marina Del Rey,Pacific Time (US & Canada) 567935883086688256,negative,1.0,Flight Booking Problems,0.6695,Southwest,,TinaIsBack,,0,“@SouthwestAir: @TinaIsBack I'm so sorry for your frustration. Did you get rebooked? ^SW” I've been rebooked 4 times!! Still stuck!! #SMH,"[40.71035967, -74.15721568]",2015-02-17 22:37:20 -0800,Nashville by way of New York,Central Time (US & Canada) 567933117610074113,negative,1.0,longlines,0.3633,Southwest,,ebennettr,,0,@SouthwestAir 75 minutes and still waiting for skis to be unloaded. You should be ashamed. It's 1:30 in the morning.,,2015-02-17 22:26:21 -0800,,Atlantic Time (Canada) 567931567881875457,positive,1.0,,,Southwest,,MikeLeners,,0,"@SouthwestAir neveind, it's been found and on its way. Thanks for making the process so painless",,2015-02-17 22:20:12 -0800,"Oakland, CA",Central Time (US & Canada) 567921252901367808,neutral,1.0,,,Southwest,,OrlaandoCondee,,0,@SouthwestAir What are your services? What promotion you have at the moment? #ModeloDeNegocio #innovation #innovacion #BusinessModel,,2015-02-17 21:39:12 -0800,,Central Time (US & Canada) 567919829589442560,neutral,0.6805,,0.0,Southwest,,MikeLeners,,0,@SouthwestAir my bag was Late Flight-checked and put on a different flight from OAK->MSY. Having troubles tracking it down. Any help?,,2015-02-17 21:33:33 -0800,"Oakland, CA",Central Time (US & Canada) 567912504656965632,positive,1.0,,,Southwest,,nick_manfredi,,0,@SouthwestAir @JohnWayneAir Thank you both very much!!,,2015-02-17 21:04:27 -0800,,Alaska 567907935331971072,positive,0.685,,,Southwest,,Georga46,,0,@SouthwestAir you are the #Official airlines of #DivadaPouch aka #ThePoopQueen http://t.co/XXY2d2iMnP,,2015-02-17 20:46:17 -0800,"Clover, SC",Eastern Time (US & Canada) 567907813126582272,neutral,0.6831,,0.0,Southwest,,musgrel,,0,@SouthwestAir I'm trying to get home to Nashville. I've been stuck in Dallas 2 days will my flight get out in the morning,,2015-02-17 20:45:48 -0800,,Central Time (US & Canada) 567907483177582592,positive,1.0,,,Southwest,,kramie_aimer,,0,"@SouthwestAir Once again, I was able to change my flight without any fees... oh and the two free checked bags. Best airline ever.",,2015-02-17 20:44:29 -0800,Duke University Class of 2018,Atlantic Time (Canada) 567907070269198337,positive,1.0,,,Southwest,,walnut_head,,0,@SouthwestAir A wonderfully nice agent in Austin helped us out. Wish I remembered her name to give proper kudos.,,2015-02-17 20:42:51 -0800,"Spokane, WA", 567906137938399232,positive,0.3634,,0.0,Southwest,,icehousepenguin,,0,@SouthwestAir hot stewardess flipped me off,,2015-02-17 20:39:09 -0800,"Roseville, California", 567902921829978112,negative,1.0,Lost Luggage,1.0,Southwest,,jpmanterola,,0,"@SouthwestAir where are our bags? We have a tv show to film!!",,2015-02-17 20:26:22 -0800,"Tampa / St Petersburg ,Florida",Central Time (US & Canada) 567900433542488064,negative,1.0,Cancelled Flight,1.0,Southwest,,ColeyGirouard,,0,"@SouthwestAir I am scheduled for the morning, 2 days after the fact, yes..not sure why my evening flight was the only one Cancelled Flightled",,2015-02-17 20:16:29 -0800,Washington D.C.,Atlantic Time (Canada) 567899634833690624,negative,1.0,longlines,0.341,Southwest,,waltacooks,,0,"@SouthwestAir update 35 minutes into this pilot has turned off a/c. No longer freezing, but we are enjoying waiting for reload of all bags",,2015-02-17 20:13:18 -0800,, 567899604605218816,neutral,1.0,,,Southwest,,Tarheelblue07,,0,@SouthwestAir snow forecasted for Raleigh NC tomorrow night. Need to know if there's a plan to reschedule flights into RDU Wednesday night,,2015-02-17 20:13:11 -0800,,Quito 567899319157669888,neutral,0.6514,,0.0,Southwest,,rgritt,,0,@SouthwestAir I need some help with a reservation,,2015-02-17 20:12:03 -0800,"42.102725,-87.970154",Mountain Time (US & Canada) 567898236809277440,negative,1.0,Late Flight,0.6443,Southwest,,Kwilusz1,,0,"@SouthwestAir It seems odd to be sitting on a plane that gets further delayed and you find out by txt, not the 6 emp working on the aircraft",,2015-02-17 20:07:45 -0800,,Quito 567898186414710784,negative,1.0,Late Flight,0.385,Southwest,,waltacooks,,0,"@SouthwestAir really enjoying sitting at BWI with the door wide open and the a/c on as they fix a ""baggage error"" #sarcasm",,2015-02-17 20:07:33 -0800,, 567897629364850689,positive,0.6712,,0.0,Southwest,,Windslid3r,,0,@southwestair Flight 4146 Phi to Den was staffed by a great crew. #freecomedyshow #newlifetimecustomer,,2015-02-17 20:05:20 -0800,,Atlantic Time (Canada) 567896042093617153,negative,1.0,Bad Flight,0.6699,Southwest,,BenWGarton,,0,@SouthwestAir Engadget Theverge Wired reddit,,2015-02-17 19:59:02 -0800,"Oakdale, CA",Pacific Time (US & Canada) 567895533664120832,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,DcRealityPunch,,0,"@southwestair, Your male flight attendants must being playing a game called Who can be the Bigger Dick to People. Flight 952 to CHI-MID",,2015-02-17 19:57:00 -0800,,Hawaii 567892966980870144,negative,1.0,Customer Service Issue,1.0,Southwest,,AudgePodgerson,,0,@SouthwestAir when you're on hold with southwest for over 2 hours and it automatically hangs up on you. #iusedtoloveu http://t.co/tEFHpuWMdJ,,2015-02-17 19:46:48 -0800,Nashville,Greenland 567892874756501504,positive,1.0,,,Southwest,,BlueHighwayAdv,,0,@SouthwestAir has the best customer service!,,2015-02-17 19:46:26 -0800,"Raleigh, NC", 567890395322920960,positive,1.0,,,Southwest,,nicolebass12,,0,"@SouthwestAir big thanks to your team. family emerg, same day ticket, experience was excellent. 1st time flying with yall, not my last!",,2015-02-17 19:36:35 -0800,"Denver, CO",Eastern Time (US & Canada) 567888186967470080,negative,1.0,Cancelled Flight,1.0,Southwest,,ericcox122685,,0,@SouthwestAir this was the 3rd Cancelled Flightlation in 2 days due to weather in Nashville. 3 trips to the airport. Each time communicated Late Flight by SW,,2015-02-17 19:27:49 -0800,,Central Time (US & Canada) 567887646162161664,negative,1.0,Lost Luggage,1.0,Southwest,,c_m_drummond,,0,@SouthwestAir I left my iPad on my flight 1831 from ERW to DEN. I opened claim 442998. It has so many memories on it. Plz help get it back.,,2015-02-17 19:25:40 -0800,, 567887502306050048,negative,1.0,Late Flight,0.3516,Southwest,,SunshineAlways1,,0,@SouthwestAir Yes. Dale at Baggage office was wonderful. But not everyone is on the same page down there... We had a 6 hour wait!,,2015-02-17 19:25:06 -0800,,Central Time (US & Canada) 567887437998997504,negative,1.0,Customer Service Issue,1.0,Southwest,,Lionheart_Lisa,,0,@SouthwestAir No one wants to commit to saying if this plane is getting Cancelled Flighted or not. Customer relations is closed. Patience gone.,,2015-02-17 19:24:50 -0800,Hanging with Carmen Sandiego.,Central Time (US & Canada) 567887103465496576,negative,1.0,Late Flight,0.6285,Southwest,,Lionheart_Lisa,,0,"@SouthwestAir Tried to leave Monday, all other planes left but mine. Now this one keeps getting delayed. Missed work. Have to pay for a cab",,2015-02-17 19:23:30 -0800,Hanging with Carmen Sandiego.,Central Time (US & Canada) 567886632155680770,positive,1.0,,,Southwest,,brookem,,1,"@SouthwestAir - total win!! Happy 7th bday on intercom, chocoLate Flight kisses, and a chance to hand out snacks.Thank you. http://t.co/NKloZcNtto",,2015-02-17 19:21:38 -0800,Dallas,London 567886422826307585,negative,1.0,Lost Luggage,1.0,Southwest,,diamuarch,,0,@SouthwestAir My luggage has still not been found. Luggage is not scanned until final destination. So no way of knowing where it is!,,2015-02-17 19:20:48 -0800,, 567885982340636672,positive,1.0,,,Southwest,,Laulipop517,,0,@SouthwestAir thanks for your excellent response time and assistance! All set :),,2015-02-17 19:19:03 -0800,, 567883722948763648,negative,1.0,Late Flight,0.6702,Southwest,,librarymommy,,0,@SouthwestAir Finally got through after 3 hours and all set. Thanks.,,2015-02-17 19:10:04 -0800,Connecticut,Eastern Time (US & Canada) 567881925727113217,negative,1.0,Cancelled Flight,1.0,Southwest,,ericcox122685,,0,@SouthwestAir I did ....it's just been such a disheartening experience for me and my family...and a lot of taxi money wasted.,,2015-02-17 19:02:56 -0800,,Central Time (US & Canada) 567880908528832513,positive,1.0,,,Southwest,,ifucsam,,0,@SouthwestAir can't wait! Thanks for the response!❤️,"[39.73167173, -86.3559619]",2015-02-17 18:58:53 -0800,Indiana,Indiana (East) 567880664600698880,positive,1.0,,,Southwest,,GUbball05,,0,@SouthwestAir Got it covered. Thanks!,,2015-02-17 18:57:55 -0800,CO to CA,Pacific Time (US & Canada) 567880238962716672,negative,1.0,Customer Service Issue,0.6611,Southwest,,nickcaps3,,0,@SouthwestAir please help on hold forever to check in for flight,,2015-02-17 18:56:14 -0800,, 567879888490868736,negative,1.0,Customer Service Issue,0.6667,Southwest,,DanaChristos,,1,@SouthwestAir my sister and her family had to drive 1200 miles because you did not accommodate a rebook in a timely manner! HORRIBLE,,2015-02-17 18:54:50 -0800,CT,Eastern Time (US & Canada) 567879304593408001,negative,1.0,Cancelled Flight,1.0,Southwest,,DanaChristos,,1,@SouthwestAir can't believe how many paying customers you left high and dry with no reason for flight Cancelled Flightlations Monday out of BDL! Wow.,,2015-02-17 18:52:31 -0800,CT,Eastern Time (US & Canada) 567878436909228033,positive,1.0,,,Southwest,,MikiLuJames,,0,@SouthwestAir thank you for your help resolving my problem Shannon ROCKS - even though Rhonda didn't !!,,2015-02-17 18:49:04 -0800,, 567878239156338688,positive,1.0,,,Southwest,,mrc0421,,0,@SouthwestAir thanks!! We will see what happens!!,"[36.14488928, -86.68739667]",2015-02-17 18:48:17 -0800,, 567878205157281793,negative,1.0,Lost Luggage,0.6967,Southwest,,TStorm_Warning,,0,".@SouthwestAir I appreciate that, and not to be rude, but it doesn't solve much. You should AT LEAST cover the cost of stolen goods.",,2015-02-17 18:48:09 -0800,"Austin, TX",Central Time (US & Canada) 567876860647833600,neutral,1.0,,,Southwest,,skibowlruler,,0,"@SouthwestAir can u better define the ""plus one smaller type"" item on carry on requirements?.. small backpacks?",,2015-02-17 18:42:48 -0800,washington,Pacific Time (US & Canada) 567876290524495872,negative,1.0,Customer Service Issue,1.0,Southwest,,braadwise,,0,@SouthwestAir you're 4/4 on blowing it with your customer service. Shotwest Airlines.,,2015-02-17 18:40:32 -0800,"Rogue, USA",Pacific Time (US & Canada) 567875758053400576,positive,0.6372,,0.0,Southwest,,life_as_lane,,0,@SouthwestAir Glad it was finally resolved too. Too bad I can't get a free voucher to go with mine so I can have a friend travel next time!,,2015-02-17 18:38:25 -0800,,Central Time (US & Canada) 567875729045590017,negative,1.0,Cancelled Flight,1.0,Southwest,,PCDan76,,0,@SouthwestAir she made it standby after her flight was Cancelled Flighted for no reason. Almost 4hrs Late Flight. Conf# FVF9YW SWRR# 298033455,,2015-02-17 18:38:19 -0800,Park City, 567875308377911297,neutral,1.0,,,Southwest,,feetsanity,,0,@SouthwestAir I'm Flight Booking Problems a flight to Vegas. Any good promo codes??,,2015-02-17 18:36:38 -0800,,Pacific Time (US & Canada) 567875147941552128,negative,1.0,Customer Service Issue,1.0,Southwest,,b_jell27,,0,"@SouthwestAir very frustrated with your customer service.Open seats on earlier flight, $154 to change. What a rip off!!",,2015-02-17 18:36:00 -0800,, 567874892634304512,positive,1.0,,,Southwest,,gmckevitt112,,0,@SouthwestAir all good now. Going to make it to Boston on time. I'm actually on your wifi right now,,2015-02-17 18:34:59 -0800,Boston , 567873196730421248,negative,0.6793,Can't Tell,0.3397,Southwest,,tracylegel,,0,"@SouthwestAir you are over 40, please start acting your age and stop with the short-shorts!",,2015-02-17 18:28:15 -0800,,Central Time (US & Canada) 567872810770657280,positive,1.0,,,Southwest,,dominoeffect01,,0,@SouthwestAir thanks for your assistance..you guys ROCK!!💯,,2015-02-17 18:26:43 -0800,New Orleans/Dallas,Central Time (US & Canada) 567872411418247169,negative,1.0,Customer Service Issue,1.0,Southwest,,tomhsu4,,0,@SouthwestAir no self help way to put in tsa pre check number for existing reservation. Very annoying. 800 is not reachable.,,2015-02-17 18:25:08 -0800,, 567871270014025728,negative,1.0,Late Flight,0.6502,Southwest,,Lionheart_Lisa,,0,@SouthwestAir Why won't you let me leave Newark!?,,2015-02-17 18:20:35 -0800,Hanging with Carmen Sandiego.,Central Time (US & Canada) 567870895383015424,positive,1.0,,,Southwest,,BmoreSmurf,,0,"@SouthwestAir Hey yea I got thru...everything is good now (well, in 7-10 days when the voucher goes through) Appreciate it!",,2015-02-17 18:19:06 -0800,Most likely Costco,Eastern Time (US & Canada) 567870311539933184,negative,1.0,Cancelled Flight,1.0,Southwest,,kevin_blank74,,0,"@SouthwestAir I was in Nashville and I had to drive 3 and a half hours to Memphis, but I made it as the plane was loading!","[29.65350715, -95.26679505]",2015-02-17 18:16:47 -0800,, 567870045981929473,negative,1.0,Bad Flight,1.0,Southwest,,capejasuhoxa,,0,"@SouthwestAir According to TV passenger interviews, the landing was far from ""uneventful"" with heavy (panic) breaking to",,2015-02-17 18:15:44 -0800,Kalispell Montana, 567869456048865281,neutral,1.0,,,Southwest,,kd35ftw1,,0,@SouthwestAir can you outline the policies for both scenarios?,,2015-02-17 18:13:23 -0800,, 567869273109958656,neutral,0.6578,,0.0,Southwest,,suevannasing,,0,@SouthwestAir who should I contact about a missing Rapid Rewards credit?,,2015-02-17 18:12:39 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 567869191002263553,negative,1.0,Cancelled Flight,1.0,Southwest,,ZacDeFran,,0,@SouthwestAir what are the chances you will be Cancelled Flighting all flights in and out of Nashville again?,,2015-02-17 18:12:20 -0800,Tennessee,Central Time (US & Canada) 567868770284208128,neutral,0.669,,,Southwest,,da_kr,,0,"@SouthwestAir @travelportland welcome to Portland. Sun, Mt hood and Southwest. http://t.co/y3SAHVX3Zk",,2015-02-17 18:10:39 -0800,,Hawaii 567866673325285376,negative,1.0,Cancelled Flight,0.6723,Southwest,,JustJonnE,,0,@SouthwestAir why are you the only airlines to Cancelled Flight all flights into BNA? Been stranded in philly for 2 days. Hoping to get out in the AM,,2015-02-17 18:02:20 -0800,, 567866511626346496,negative,0.6948,Can't Tell,0.3522,Southwest,,joycarmody,,0,@SouthwestAir not very helpful trying to get out of Nashville.Should waive change fee for 2/18.,,2015-02-17 18:01:41 -0800,Tampa, 567865403101298688,neutral,1.0,,,Southwest,,benjikuriakose,,0,"@SouthwestAir still haven't been able to get through, thanks for responding",,2015-02-17 17:57:17 -0800,"FL, US of A",Eastern Time (US & Canada) 567864832235405313,negative,1.0,longlines,0.6675,Southwest,,boudecia7,,0,"@SouthwestAir thanks, but they told him he couldn’t a few hours ago, then my plane left after I tried to do it. Stuck waiting for hours now",,2015-02-17 17:55:01 -0800,,Pacific Time (US & Canada) 567863933018640384,neutral,1.0,,,Southwest,,geekstiel,,0,@SouthwestAir has the winner for #DestinationDragons been announced yet? If not when will they be??,,2015-02-17 17:51:26 -0800,,Atlantic Time (Canada) 567863445422546944,positive,0.6392,,,Southwest,,craigthall,,0,@SouthwestAir On my flight today from RSW to GRR I was able to snag a free SW Agent to check for me. It looks like we are (finally) all set.,,2015-02-17 17:49:30 -0800,,Eastern Time (US & Canada) 567863197341847552,positive,0.6889,,0.0,Southwest,,DubCook,,0,"@SouthwestAir Yeah, we figured it out. Thanks.",,2015-02-17 17:48:31 -0800,"Downtown Dallas, Texas",Central Time (US & Canada) 567862240419934208,positive,1.0,,,Southwest,,TTpKP12,,0,@SouthwestAir thanks for the drink tickets hook up! Can't wait for my first international flight with you to NAS! #pumped,,2015-02-17 17:44:43 -0800,,Central Time (US & Canada) 567861645084631041,negative,0.6559,Lost Luggage,0.6559,Southwest,,JacobNantz,,0,@SouthwestAir took our carryon bag with essential attire for a life changing interview tomorrow & it's not here; can we expect compensation?,,2015-02-17 17:42:21 -0800,CHICAGO-STL,Hawaii 567861140895580160,neutral,0.3654,,0.0,Southwest,,_MulaZoe,,0,@SouthwestAir I got rebooked for tomorrow,,2015-02-17 17:40:20 -0800,Classified ✈️✈️✈️,Eastern Time (US & Canada) 567860982422306816,positive,0.6492,,,Southwest,,JavaySharane,,0,"@SouthwestAir Hi! I just saw a Black History month commercial on TV & Im excited! In support of this month,will you all grant me 1 free trip",,2015-02-17 17:39:43 -0800,Atlanta, 567860325179072512,negative,1.0,Late Flight,1.0,Southwest,,NLPaquet,,0,@SouthwestAir took our BOS to BWI plane for a flight to StL and promised a replacement 1.5 hours Late Flightr. Now 2.5 hours delayed. Not happy.,,2015-02-17 17:37:06 -0800,New Hampshire, 567859569621372928,positive,1.0,,,Southwest,,1malindac,,0,"@SouthwestAir though I work for another major airline, I LOVE your Black history month commercial. I Thank you.",,2015-02-17 17:34:06 -0800,, 567859338615865344,negative,0.667,Damaged Luggage,0.667,Southwest,,cassiegage,,0,@SouthwestAir No. We were in a large group. Majority of the 30+ bags were soaked.,,2015-02-17 17:33:11 -0800,Oklahoma City,Central Time (US & Canada) 567858373527470080,positive,1.0,,,Southwest,,Capt_Smirk,,0,@SouthwestAir Black History Commercial is really sweet. Well done.,,2015-02-17 17:29:21 -0800,La Florida,Eastern Time (US & Canada) 567858173282906112,negative,1.0,Lost Luggage,1.0,Southwest,,Foxycleo13,,0,@SouthwestAir even with the 50$ voucher for picking up my bag,,2015-02-17 17:28:33 -0800,"Memphis, TN",Central Time (US & Canada) 567858076285452288,negative,1.0,Lost Luggage,0.6413,Southwest,,Foxycleo13,,0,"@SouthwestAir there... from my first interaction with your people this morning, after bad weather, sorry but I wont be flying with you again",,2015-02-17 17:28:10 -0800,"Memphis, TN",Central Time (US & Canada) 567857591222603776,negative,1.0,Lost Luggage,1.0,Southwest,,Foxycleo13,,0,@SouthwestAir yeah they told me it would be on the next flight. I drove down and it wasnt. I just drove down for a second time and they were,,2015-02-17 17:26:14 -0800,"Memphis, TN",Central Time (US & Canada) 567856422030942208,positive,1.0,,,Southwest,,iBHoody,,0,@SouthwestAir much respect!,,2015-02-17 17:21:35 -0800,soundcloud.com/ibhoody ,Central Time (US & Canada) 567856355907760128,negative,0.7259,Customer Service Issue,0.7259,Southwest,,MikiLuJames,,0,@SouthwestAir it's not letting me DM you !!,,2015-02-17 17:21:20 -0800,, 567855736665051136,neutral,0.7185,,0.0,Southwest,,sammi_jon3s,,1,@SouthwestAir @Imaginedragons when are we gonna know I have a math test tomoro and I can't concentrate😭😭 #DestinationDragons,,2015-02-17 17:18:52 -0800,, 567855640640516096,positive,1.0,,,Southwest,,DebMoshier,,0,@SouthwestAir Thank you! #thankful #feelingtheluv,,2015-02-17 17:18:29 -0800,, 567853059419856896,negative,0.6413,Bad Flight,0.6413,Southwest,,narrysslippers,,0,@SouthwestAir Im just praying you get me home alive,,2015-02-17 17:08:14 -0800,0/5 0/4,Eastern Time (US & Canada) 567851763136491520,negative,1.0,Can't Tell,1.0,Southwest,,iGarryC,,0,@SouthwestAir I hope you're happy! You have officially become the next @AmericanAir #ProfitBeforePeople IMO you will be bankrupt by 2020,,2015-02-17 17:03:05 -0800,Lubbock Texas,Central Time (US & Canada) 567847571223388160,negative,1.0,Can't Tell,0.3501,Southwest,,AshleyMarie_TIU,,0,@SouthwestAir what's up with these delays?! Throw some priority boarding my way & I'll forgive you!! 👍 #southwest #southwestairlines,,2015-02-17 16:46:25 -0800,HOOSiER STATE,Eastern Time (US & Canada) 567845681768968192,positive,1.0,,,Southwest,,beccalauren2011,,0,@SouthwestAir I got it added thank you! :),,2015-02-17 16:38:55 -0800,"SMALL TOWN, USA",Central Time (US & Canada) 567843845247016960,positive,0.6703,,,Southwest,,TJGoertz,,0,"@SouthwestAir Great, thank you. Best of luck dealing with this horrible winter.",,2015-02-17 16:31:37 -0800,Toronto,Eastern Time (US & Canada) 567843646881599489,positive,1.0,,,Southwest,,bobbyjsav,,0,@SouthwestAir thank you :-),,2015-02-17 16:30:50 -0800,, 567843309349036032,negative,1.0,Flight Booking Problems,0.6985,Southwest,,MikiLuJames,,0,@SouthwestAir needed my flight info so I can add my rapid rewards to my flight ... First time I have flown with SW - won't do it again #mad,,2015-02-17 16:29:29 -0800,, 567843014300692480,negative,0.6799,Customer Service Issue,0.3502,Southwest,,Frankie_Moulton,,0,"@SouthwestAir I keep getting disconnected after choosing the option ""unused travel funds"" on your automated customer service line! SOS","[33.42067535, -111.93155126]",2015-02-17 16:28:19 -0800,"Portland,OR--Tempe,AZ",Pacific Time (US & Canada) 567840923008237568,neutral,1.0,,,Southwest,,DontenPhoto,,0,@SouthwestAir Flight 3111 (N614SW) departs @MCO enroute to Indianapolis International Airport http://t.co/qefKFWZo7d,,2015-02-17 16:20:00 -0800,"Englewood, Florida",Eastern Time (US & Canada) 567840732305858560,negative,1.0,Can't Tell,0.6366,Southwest,,Rusty_Lewis,,0,@SouthwestAir Being old I will miss my connection and can sleep at OAK or get a hotel on my own dime rubs me the wrong way. I wasn’t Late Flight.,,2015-02-17 16:19:15 -0800,,Pacific Time (US & Canada) 567838174816395264,negative,1.0,Can't Tell,1.0,Southwest,,TRomano22,,0,@SouthwestAir Not your finest moment in Boston right now!,,2015-02-17 16:09:05 -0800,,Eastern Time (US & Canada) 567836660899057664,negative,1.0,Lost Luggage,1.0,Southwest,,Foxycleo13,,0,"@SouthwestAir MY BAGS ARE. 1st woman said it would be there on the next flight... not there, so now Ive got nothing. Big wigs help me out",,2015-02-17 16:03:04 -0800,"Memphis, TN",Central Time (US & Canada) 567835334572130304,neutral,1.0,,,Southwest,,JennOlsen7,,0,@SouthwestAir can I use points to book a rental car?,,2015-02-17 15:57:48 -0800,, 567833247242264577,negative,0.6224,Customer Service Issue,0.6224,Southwest,,scottglass70,,0,"@SouthwestAir no, thanks. I think we have it straight!",,2015-02-17 15:49:30 -0800,"Midlothian, Virginia", 567833231434723328,positive,1.0,,,Southwest,,jonshell,,0,@SouthwestAir Thanks for taking care of me Today! Michele rocked the customer service! Gate 25 HOU,,2015-02-17 15:49:26 -0800,, 567831380157206528,negative,1.0,Cancelled Flight,0.6484,Southwest,,TravelWithSuze,,0,@SouthwestAir paid for my own $200 rental car just to not go through this for the 3rd day :(,,2015-02-17 15:42:05 -0800,"New York, NY", 567831245260005376,positive,1.0,,,Southwest,,TaeMadden,,0,@SouthwestAir I did. Thank you.,,2015-02-17 15:41:33 -0800,I forgot - Earth Maybe??, 567831160748916736,negative,0.6787,Customer Service Issue,0.6787,Southwest,,JoyHaynes,,0,@SouthwestAir thanks! I expected a wait... Just not that long. :),,2015-02-17 15:41:13 -0800,"Franklin, TN",Central Time (US & Canada) 567831075763003393,negative,1.0,Cancelled Flight,1.0,Southwest,,TravelWithSuze,,0,@SouthwestAir understand weather is an issue but on time Cancelled Flighted reinstated Cancelled Flighted with hardly any updates and doing nothing for me= :(,,2015-02-17 15:40:52 -0800,"New York, NY", 567830740373868544,positive,1.0,,,Southwest,,nmillerche,,0,"Despite Mother Nature's best efforts, @SouthwestAir's good-humored folks got us home safely in an area heavily affected by winter storms.",,2015-02-17 15:39:32 -0800,"Eastern Time, United States",Atlantic Time (Canada) 567830627219939328,negative,1.0,Can't Tell,0.3648,Southwest,,TravelWithSuze,,0,@SouthwestAir sadly didn't get much help ... As a travel agent this is so disappointing to me.,,2015-02-17 15:39:05 -0800,"New York, NY", 567830505414103040,negative,0.6693,Flight Booking Problems,0.3496,Southwest,,ursonate,,0,"@SouthwestAir bos to msp, msp to aus, aus to bos. Site doesn't seem to display fields for the middle trip when I add the 3rd.",,2015-02-17 15:38:36 -0800,"boston, ma",Eastern Time (US & Canada) 567830500095688704,negative,1.0,Flight Booking Problems,1.0,Southwest,,TravelWithSuze,,0,@SouthwestAir me not to be able to rebook another flight. Drove to ATL to catch a flight.... Was charged $40 just to get the a group I had,,2015-02-17 15:38:35 -0800,"New York, NY", 567830414615662592,negative,1.0,Customer Service Issue,1.0,Southwest,,lablakeh,,0,@SouthwestAir has the worst customer service on earth. Will never fly that airline again.,,2015-02-17 15:38:15 -0800, Ole Miss • ATL ,Central Time (US & Canada) 567830279809937408,negative,1.0,Cancelled Flight,1.0,Southwest,,TravelWithSuze,,0,@SouthwestAir flight yesterday Cancelled Flighted. Got to airport 4am today for an on time flight w was delayed Cancelled Flighted than reinstated which caused,,2015-02-17 15:37:43 -0800,"New York, NY", 567829997668470785,negative,0.6566,Late Flight,0.3385,Southwest,,DontenPhoto,,0,@SouthwestAir Flight 4968 (N8325D) departs @MCO enroute to @NO_Airport http://t.co/fd4SnvKIeM,,2015-02-17 15:36:35 -0800,"Englewood, Florida",Eastern Time (US & Canada) 567829689600892928,neutral,1.0,,,Southwest,,jjenreich,,0,@SouthwestAir how are flights looking for tomorrow morning from #Nashville (BNA) to Fort Lauderdale (FLL) ?!,,2015-02-17 15:35:22 -0800,Fort Lauderdale,Central Time (US & Canada) 567829387485130752,positive,1.0,,,Southwest,,MeredithAdams23,,0,@SouthwestAir Awesome - thanks!,,2015-02-17 15:34:10 -0800,Dallas,Central Time (US & Canada) 567828625388609536,negative,1.0,Late Flight,1.0,Southwest,,bfree007,,0,@SouthwestAir @poisonpill76 im in same boat.. 8am flight to Jacksonville... Get me out of here!!,,2015-02-17 15:31:08 -0800,"Nashville,TN", 567827255088390144,negative,0.6724,Cancelled Flight,0.6724,Southwest,,poisonpill76,,0,@SouthwestAir I'm concerned that you will Cancelled Flight my flight out of BNA tomorrow am. Should I be?,,2015-02-17 15:25:41 -0800,,Central Time (US & Canada) 567826899776446464,neutral,1.0,,,Southwest,,mrc0421,,0,@SouthwestAir think flight 1945 from BNA to LAX will get off the ground tomorrow??? #please #snowbama,"[36.14487986, -86.68740641]",2015-02-17 15:24:17 -0800,, 567826761141985280,positive,1.0,,,Southwest,,floridacarolina,,0,"@SouthwestAir really appreciate the follow up, I always fly with y'all for a reason!",,2015-02-17 15:23:44 -0800,"Nashville, TN",Central Time (US & Canada) 567825886449250304,positive,0.6927,,,Southwest,,lucky_dawg7,,0,@SouthwestAir All pieces were found and safely delivered to our home this afternoon.,,2015-02-17 15:20:15 -0800,Seattle area,Pacific Time (US & Canada) 567823996852428801,negative,1.0,Customer Service Issue,0.3653,Southwest,,pjta22one,,0,@SouthwestAir stop ur bs promos of ✈️anywhere starting at 79$ I click and everywhere I'd fly=130$ The only place thats 79$ is CLE #NoThanks,,2015-02-17 15:12:45 -0800,, 567823967555178496,neutral,0.6667,,0.0,Southwest,,thnk2x,,0,@SouthwestAir I have been in contact and know there are changes but it's a destination you should really evaluate! Thanks,,2015-02-17 15:12:38 -0800,"Do as you wish, with integrity",Pacific Time (US & Canada) 567823930985091072,negative,0.6739,Can't Tell,0.3478,Southwest,,TinaIsBack,,0,@SouthwestAir I know one thing @Delta would NEVER treat their customers like this!!!!,"[40.65954723, -74.16986421]",2015-02-17 15:12:29 -0800,Nashville by way of New York,Central Time (US & Canada) 567823459276877824,negative,1.0,Customer Service Issue,1.0,Southwest,,TinaIsBack,,2,@SouthwestAir why are yall trying to fly me to Chicago when I don't live there?! Send me home now!!!! Bullshit ass customer service,"[40.65958823, -74.16987822]",2015-02-17 15:10:36 -0800,Nashville by way of New York,Central Time (US & Canada) 567823244549480448,negative,1.0,Cancelled Flight,1.0,Southwest,,TinaIsBack,,1,@SouthwestAir 4 flights Cancelled Flightled in one week?! Customer Service is 💩💩💩💩,"[40.65951726, -74.16980326]",2015-02-17 15:09:45 -0800,Nashville by way of New York,Central Time (US & Canada) 567822994925441025,negative,1.0,Cancelled Flight,1.0,Southwest,,TinaIsBack,,3,@SouthwestAir I have had 4 flights Cancelled Flightled through yall!!!! Im sick of it 😠😠,"[40.65947097, -74.16982402]",2015-02-17 15:08:46 -0800,Nashville by way of New York,Central Time (US & Canada) 567822780135124992,negative,1.0,Customer Service Issue,1.0,Southwest,,Mselite25,,4,@SouthwestAir very poor customer service thru out each of my cxl flights😔 I should've flew @Delta,,2015-02-17 15:07:55 -0800,Rite behind my $$,Mountain Time (US & Canada) 567821242029359104,negative,1.0,Customer Service Issue,1.0,Southwest,,TinaIsBack,,0,@SouthwestAir what's yall corporate number bc yall are not trying to accommodate me at all!!!,"[40.65957477, -74.17018971]",2015-02-17 15:01:48 -0800,Nashville by way of New York,Central Time (US & Canada) 567820713156943872,positive,0.6632,,,Southwest,,pet1713,,0,@SouthwestAir El Paso deals....May❤❤❤😍🌏,"[30.0554953, -95.1659332]",2015-02-17 14:59:42 -0800,Houston TX,Eastern Time (US & Canada) 567820352329523200,negative,1.0,Customer Service Issue,1.0,Southwest,,Laulipop517,,0,"@SouthwestAir can't checkin online for 2:00 flight tmrw fr. Cancun. ""Undefined error"" & 800# not working.Family of 4 don't want Cgroup! Help",,2015-02-17 14:58:16 -0800,, 567819541939494913,negative,1.0,Customer Service Issue,1.0,Southwest,,swood40,,0,@SouthwestAir Does anyone ever answer your phone? #poor,,2015-02-17 14:55:03 -0800,"Sunrise Beach, MO",Central Time (US & Canada) 567819359255810048,negative,1.0,Late Flight,0.3735,Southwest,,chi_ab,,0,@SouthwestAir we are 2 mins from departure of 4125 and no announced update nor an update to on time status. Everyone just standing. #comeon,,2015-02-17 14:54:19 -0800,Chicago,Central Time (US & Canada) 567818783616954369,negative,0.6477,Late Flight,0.6477,Southwest,,Cody_Butler,,0,@SouthwestAir can I get any kind of update on the delayed flight from Boston to Houston at 7:30? Really need to be back home tonight!,,2015-02-17 14:52:02 -0800,"College Station, Texas",Central Time (US & Canada) 567818765888557056,negative,1.0,Customer Service Issue,1.0,Southwest,,swood40,,0,@SouthwestAir @Matt_e_Boss how long did you have to hold? We waited 35 minutes and gave up,,2015-02-17 14:51:58 -0800,"Sunrise Beach, MO",Central Time (US & Canada) 567817558418804737,neutral,1.0,,,Southwest,,cjc925,,0,"@SouthwestAir I know it is hard to predict, but how are flights from Dallas to Nashville tomorrow AM?",,2015-02-17 14:47:10 -0800,"ÜT: 35.935585,-86.886267",Eastern Time (US & Canada) 567817455234715649,negative,0.6803,Can't Tell,0.6803,Southwest,,ishboo3002,,0,@SouthwestAir Any plans to make the southwest app for Android not crappy?,,2015-02-17 14:46:45 -0800,"Tucson, AZ",Pacific Time (US & Canada) 567816909816635392,positive,0.6775,,,Southwest,,andresjuarezlop,,0,@SouthwestAir Thanks. I'll keep checking. I'm trying to book our first Disney World vacation.,,2015-02-17 14:44:35 -0800,San Antonio,Central Time (US & Canada) 567815252881977344,negative,1.0,Damaged Luggage,1.0,Southwest,,DecembriaDawn,,0,@SouthwestAir thanks for taking such good care of my luggage... http://t.co/PIvxean3jY,,2015-02-17 14:38:00 -0800,"Los Angeles, New Orleans!", 567814896965124096,negative,1.0,Cancelled Flight,1.0,Southwest,,kyddsr,,0,"@SouthwestAir yeah, all 4 are rebooked for tomorrow AM. Hoping the 3rd time is a charm for no Cancelled Flightled flights!",,2015-02-17 14:36:35 -0800,"nashville, tn",Central Time (US & Canada) 567814300594769920,positive,1.0,,,Southwest,,GTCrudeOil,,0,@SouthwestAir Thank you. I know ya'll can't control the weather. I appreciate ya'll working to get my flight rebooked the last two days.,"[36.0212589, -86.5447783]",2015-02-17 14:34:13 -0800,, 567814095626575873,neutral,0.6552,,0.0,Southwest,,ms__amandaaa,,0,@SouthwestAir iiiii need help with my flight schedule!!! haha,,2015-02-17 14:33:24 -0800,on the water☀,Eastern Time (US & Canada) 567813976492417024,negative,1.0,Can't Tell,0.6591,Southwest,,BenWGarton,,0,@SouthwestAir can you make a premium wifi that I can pay $30 for that is decent? #slow-fi,,2015-02-17 14:32:56 -0800,"Oakdale, CA",Pacific Time (US & Canada) 567813189334790144,positive,1.0,,,Southwest,,SimonOh,,0,@SouthwestAir About time...and just in time for my next flight Thursday.,,2015-02-17 14:29:48 -0800,"Campbell, CA",Pacific Time (US & Canada) 567813060027772928,negative,1.0,Customer Service Issue,1.0,Southwest,,sjcourson,,0,@SouthwestAir extremely #disappointed with poor the customer service provided after Cancelled Flighting my flight today! #unprofessional,,2015-02-17 14:29:17 -0800,St. Petersburg,Eastern Time (US & Canada) 567812709342822400,negative,1.0,Customer Service Issue,0.6651,Southwest,,life_as_lane,,0,"@SouthwestAir I was helped by a nice lady at PHX checkin. I spent 4 hours on hold in 24 hours, so might want to look at efficiency there.",,2015-02-17 14:27:54 -0800,,Central Time (US & Canada) 567812544099827712,negative,1.0,Can't Tell,0.6904,Southwest,,gmckevitt112,,0,@SouthwestAir I told myself last time I would never fly you again. I really messed up today. Thanks flight 1802. Worst airline ever,,2015-02-17 14:27:14 -0800,Boston , 567811776025468929,negative,0.6722,Can't Tell,0.6722,Southwest,,justjananicole,,0,@SouthwestAir done messed up now!!! I have planned a trip to #CostaRica for pennies!!! #VacaTime ✈️💺,,2015-02-17 14:24:11 -0800,"Baltimore, MD",Eastern Time (US & Canada) 567811713870876672,negative,1.0,Late Flight,0.3544,Southwest,,HannaPioske,,0,"@SouthwestAir not as sorry as I was when I sat on a plane for 3 hours waiting for the engine to be fixed and THEN got my luggage lost, but k",,2015-02-17 14:23:56 -0800,CSB/SJU,Central Time (US & Canada) 567811407309185024,neutral,1.0,,,Southwest,,brentreichert,,0,@SouthwestAir On flight 771 tomorrow (Wed 2/18) DEN-BNA. Will we be delayed or Cancelled Flightled?,,2015-02-17 14:22:43 -0800,Boulder,Pacific Time (US & Canada) 567811142924656640,negative,0.6495,Flight Booking Problems,0.6495,Southwest,,Tinygami,,0,@SouthwestAir I did but it only shows one flight one way. When I try to go to the home page and book roundtrip there's nothing available :(,,2015-02-17 14:21:40 -0800,Michigan,Tehran 567811093369790464,neutral,0.6857,,0.0,Southwest,,babyluv590,,0,@SouthwestAir we're flying out tomorrow! PLEASE DONT Cancelled Flight!! Lol 😜✈️,,2015-02-17 14:21:28 -0800,murfreesboro,Pacific Time (US & Canada) 567810419672268800,positive,0.3474,,0.0,Southwest,,Its_Afton,,0,@SouthwestAir No worries at all!!! I would rather be safe on the ground than take any chances. Yes! Tomorrow AM if BNA reopens ☺️,,2015-02-17 14:18:48 -0800,"Nashville, TN",Eastern Time (US & Canada) 567809695260639232,negative,1.0,Customer Service Issue,1.0,Southwest,,melilam,,0,@SouthwestAir I do need help Cancelled Flighting my flight back. Your calls times are ridiculous.,,2015-02-17 14:15:55 -0800," NASHVILLE,TN ",Central Time (US & Canada) 567806843310907392,positive,1.0,,,Southwest,,climbforee,,0,@southwestair #fattuesday Great job celebrating #mardigras today at Atlanta Airport. Another reason I'm nuts for you! http://t.co/8WBzOrRn3C,"[0.0, 0.0]",2015-02-17 14:04:35 -0800,http://goo.gl/eZTfG,Arizona 567806786331234305,negative,1.0,Customer Service Issue,1.0,Southwest,,HannaPioske,,0,"@SouthwestAir your customer service is terrible, you're terrible, thought you should know.",,2015-02-17 14:04:21 -0800,CSB/SJU,Central Time (US & Canada) 567806501402976257,neutral,1.0,,,Southwest,,livvyports16,,1,@SouthwestAir when will the winners of #DestinationDragons be announced?,,2015-02-17 14:03:13 -0800,, 567805887319912448,positive,1.0,,,Southwest,,DascenzoFan,,0,@SouthwestAir Awwweesssooomee!,,2015-02-17 14:00:47 -0800,"Tucson, AZ",Arizona 567805714216792064,negative,0.6729,Can't Tell,0.6729,Southwest,,DebMoshier,,0,@SouthwestAir my pts expired. I made a prchase @ an online retailer to b told by SW that those won't show for 6-8 wks so too L8 2 keepmy pts,,2015-02-17 14:00:06 -0800,, 567804718886711296,neutral,0.6684,,,Southwest,,nujoud,,0,"@SouthwestAir You guys must have been swamped, even took our corporate travel a long time to get in, but everything worked out in the end.",,2015-02-17 13:56:08 -0800,, 567803969235390464,neutral,0.7113,,,Southwest,,climbforee,,0,@southwestair TREMENDOUS job. Atlanta Airport saw SW celebrate Mardi Gras. Another reason I'm nuts for you guys! http://t.co/8WBzOrRn3C,"[0.0, 0.0]",2015-02-17 13:53:10 -0800,http://goo.gl/eZTfG,Arizona 567802999880552448,negative,1.0,Customer Service Issue,1.0,Southwest,,swood40,,0,@SouthwestAir You officially have the worst customer service of any airline I've ever dealt with. #southwestairlines #poor,,2015-02-17 13:49:19 -0800,"Sunrise Beach, MO",Central Time (US & Canada) 567802937394655232,neutral,1.0,,,Southwest,,Owen091612,,0,@SouthwestAir think you need to follow me for a DM,,2015-02-17 13:49:04 -0800,, 567802829567467520,negative,1.0,Customer Service Issue,1.0,Southwest,,Faultie,,0,@SouthwestAir Fastest response all day. Hour on the phone: never got off hold. Hour in line: never got to the Flight Booking Problems desk.,,2015-02-17 13:48:38 -0800,D.C., 567802752677457920,negative,1.0,Cancelled Flight,0.3586,Southwest,,Owen091612,,0,@SouthwestAir had to rebook through Atlanta & now drive to #Nashville. Had to pay ridiculous price difference. Bad weather good for business,,2015-02-17 13:48:20 -0800,, 567802649526976512,neutral,0.6289,,0.0,Southwest,,andresjuarezlop,,0,@SouthwestAir When do you all expect to open the reservation through November?,,2015-02-17 13:47:55 -0800,San Antonio,Central Time (US & Canada) 567801645795643393,positive,1.0,,,Southwest,,EAdamshick,,0,@SouthwestAir Amazing customer service as well. Will definitely fly with you guys again if my instrument is involved. #10/10,,2015-02-17 13:43:56 -0800,, 567801559788068864,neutral,0.6392,,0.0,Southwest,,scatignani,,0,@SouthwestAir When are you going to be flying in and out of Nashville? The Deicer is in. Are you short on planes and is it tomorrow morning?,,2015-02-17 13:43:35 -0800,Nashville Tennessee,Eastern Time (US & Canada) 567801079388471296,positive,0.6679999999999999,,0.0,Southwest,,gitmo234,,0,"@SouthwestAir your social media team just said ""sorry"". Thankfully submitting a complaint got resolution from an amazing rep who called.",,2015-02-17 13:41:41 -0800,,Eastern Time (US & Canada) 567800801248161792,neutral,0.6479,,0.0,Southwest,,scatignani,,0,"@SouthwestAir I'm scheduled to come back tomorrow, finally but I don't know SWA hasn't flown out of @Fly_Nashville yet but @Delta has",,2015-02-17 13:40:34 -0800,Nashville Tennessee,Eastern Time (US & Canada) 567800671572926464,negative,1.0,Cancelled Flight,1.0,Southwest,,PCDan76,,0,"@SouthwestAir flight 1613 Cancelled Flightled??? My wife is stuck in Phoenix on the way from slc to san Thanks a lot southwest!",,2015-02-17 13:40:03 -0800,Park City, 567800574051151872,negative,0.9277,Customer Service Issue,0.4821,Southwest,negative,scatignani,"Cancelled Flight Customer Service Issue",0,@SouthwestAir I never got a Cancelled Flightlation text from this morning either #bushleague or a number to call #weakservice,,2015-02-17 13:39:40 -0800,Nashville Tennessee,Eastern Time (US & Canada) 567800329824399360,positive,1.0,,,Southwest,,Mak3my_Dae,,0,@SouthwestAir knows whats up! That #BlackHistoryMonth commercial. Just another thing to add to reasons why I fly with #SouthWestAirlines,,2015-02-17 13:38:42 -0800,Maryland,Eastern Time (US & Canada) 567799932897210368,negative,1.0,Can't Tell,1.0,Southwest,,savitz,,0,@SouthwestAir too Late Flight now,,2015-02-17 13:37:07 -0800,"Palo Alto, California",Pacific Time (US & Canada) 567799259224940544,neutral,1.0,,,Southwest,,atxgirlmali,,0,@SouthwestAir can u get me on flt #3768 instead of #2522 rt now,,2015-02-17 13:34:27 -0800,,Eastern Time (US & Canada) 567796413880397825,negative,0.6327,Customer Service Issue,0.3571,Southwest,,BenSnider12,,0,@SouthwestAir no but seriously wtf? #nochill http://t.co/esd3XD5V1r,,2015-02-17 13:23:08 -0800,,Arizona 567796276100886528,negative,1.0,Customer Service Issue,0.6555,Southwest,,MaryPietrzyk,,0,@SouthwestAir Yes but they couldn't explain the 2 hour and 45 minute hold time.,,2015-02-17 13:22:36 -0800,"Washington, DC", 567793635892174848,negative,1.0,Cancelled Flight,1.0,Southwest,,Faultie,,0,@SouthwestAir MCO->DCA flight almost full of people screwed by the MSY-DCA Cancelled Flightation. @united and @USAirways didn't Cancelled Flight. SWA=mistake.,"[38.73693556, -90.35367062]",2015-02-17 13:12:06 -0800,D.C., 567793538134716417,neutral,1.0,,,Southwest,,kd35ftw1,,0,"@SouthwestAir can i take my electric skateboard on a domestic flight? if so, do same policies listed on your site for regular boards apply?",,2015-02-17 13:11:43 -0800,, 567791323597524992,neutral,1.0,,,Southwest,,JennOlsen7,,0,@SouthwestAir what is DM?,,2015-02-17 13:02:55 -0800,, 567791182199197697,positive,1.0,,,Southwest,,annapolitx,,0,@SouthwestAir your employees were great!,,2015-02-17 13:02:21 -0800,"Washington, DC",Central Time (US & Canada) 567790581901971456,neutral,1.0,,,Southwest,,famousswan,,0,@SouthwestAir confirmation number for new reservation is FP9M6Y I am traveling with a 3 year old. please email? jennifer.cascino@gmail.com,,2015-02-17 12:59:58 -0800,, 567790510502371328,negative,0.6701,Bad Flight,0.3608,Southwest,,ginnyrajnes,,0,@SouthwestAir: why no charging station in SAN?,,2015-02-17 12:59:41 -0800,"baltimore, md", 567789749013086208,positive,0.6957,,0.0,Southwest,,floridacarolina,,0,"@SouthwestAir thanks for the reply, something is off with the phones becuz after 2 dropped calls at 2 hours on hold, I got through on 1 ring",,2015-02-17 12:56:39 -0800,"Nashville, TN",Central Time (US & Canada) 567788514952368129,positive,1.0,,,Southwest,,andersonmindy,,0,@SouthwestAir Thank you for the vouchers after the long wait on the runway Saturday night at BWI! I really appreciate it! #SWfan,"[38.98057249, -76.73463232]",2015-02-17 12:51:45 -0800,East Coast,Atlantic Time (Canada) 567787583138230272,neutral,1.0,,,Southwest,,FoxyShred,,0,@SouthwestAir you need this song for your next commercial! https://t.co/jU9rHZ4RQc. #SWA #love,,2015-02-17 12:48:03 -0800,dallas tx, 567785122708332546,positive,1.0,,,Southwest,,ashliewhite,,0,@SouthwestAir JH thank you. I finally got through the second time.,"[35.99558298, -78.89974547]",2015-02-17 12:38:16 -0800,"Durham, NC",Eastern Time (US & Canada) 567785042891567104,negative,1.0,Flight Booking Problems,1.0,Southwest,,4starcashier,,0,"@SouthwestAir 4/9/14, I need to fly from GSP to DSM, but claims there's no sched. avail. I can book separately, but why not together?",,2015-02-17 12:37:57 -0800,"Des Moines, Iowa",Central Time (US & Canada) 567784912011689984,negative,1.0,Customer Service Issue,1.0,Southwest,,M_RoyceWilliams,,0,@SouthwestAir Thank you - hung up after 1hr 7min on hold. Would you like me to DM you contact info?,,2015-02-17 12:37:26 -0800,CT,Eastern Time (US & Canada) 567783978955993088,negative,1.0,longlines,0.6989,Southwest,,swood40,,0,@SouthwestAir your checkin system is #poor,,2015-02-17 12:33:44 -0800,"Sunrise Beach, MO",Central Time (US & Canada) 567783802492420096,positive,0.69,,,Southwest,,Jewelzz_,,0,"@SouthwestAir haha, thanks for the explanation",,2015-02-17 12:33:02 -0800,TX,America/Chicago 567783187901915136,neutral,0.6277,,,Southwest,,elianak27,,1,@SouthwestAir employees spreading a bit of #MardiGras cheer at 7:30 this morning in Atlanta #NFTYConvention http://t.co/ttbtY89Ilo,,2015-02-17 12:30:35 -0800,, 567783113309585409,negative,0.6883,Customer Service Issue,0.3616,Southwest,,GUbball05,,0,@SouthwestAir Having some trouble checking in. Can you please add me so I can DM you,,2015-02-17 12:30:17 -0800,CO to CA,Pacific Time (US & Canada) 567782794261438466,negative,1.0,Bad Flight,1.0,Southwest,,Creative_Advant,,0,@SouthwestAir WiFi on yesterday's flight extremely slow a waste of $8 and lost the travel time for work.,,2015-02-17 12:29:01 -0800,US,Eastern Time (US & Canada) 567781731156377600,negative,0.6716,Cancelled Flight,0.6716,Southwest,,OnyxMediagroup1,,0,@SouthwestAir my flight was Cancelled Flightled Monday. Just looking to Cancelled Flight and credit my card. That's all.,,2015-02-17 12:24:48 -0800,USA,Eastern Time (US & Canada) 567781675514343424,negative,1.0,Late Flight,1.0,Southwest,,sahandmirza,,0,@SouthwestAir still on the ground >30mins after planned departure. And this is California. No weather here. Originally told 10 min delay.,,2015-02-17 12:24:34 -0800,"San Francisco, CA", 567781663469481984,neutral,0.3474,,0.0,Southwest,,DawnElisabeth16,,0,"@SouthwestAir I understand. Wonderful ""Miriam"" in customer service who was able to reroute me... Got any rental car discounts?",,2015-02-17 12:24:32 -0800,"Nashville, TN",Central Time (US & Canada) 567780392179351553,negative,0.6356,Lost Luggage,0.6356,Southwest,,alixomitz,,0,@SouthwestAir not yet! Supposed to get it early evening tonight. Don't want to have to go to the store and buy new necessities.,,2015-02-17 12:19:29 -0800,,Eastern Time (US & Canada) 567780076926693376,negative,1.0,Customer Service Issue,1.0,Southwest,,KentScheidegger,,0,@SouthwestAir How? It is not possible to call SWA on the phone. You put me on hold for an hour and then cut me off.,,2015-02-17 12:18:13 -0800,, 567779815227260928,positive,0.6957,,,Southwest,,Shadowjin12,,0,"@SouthwestAir been with my GF for 2.5yrs, she's from SF & I live in Tulsa. SWA always takes me there to see my love! #SouthwestLuvSweeps",,2015-02-17 12:17:11 -0800,, 567779798782595072,neutral,1.0,,,Southwest,,bendayhoe,,0,@SouthwestAir Hi there! I just got my known traveler# and would like to add it to a flight that I already purchased. What's my best option?,,2015-02-17 12:17:07 -0800,"Santa Ana, California",Pacific Time (US & Canada) 567778721474822145,negative,0.6596,Cancelled Flight,0.6596,Southwest,,wicon81,,0,@SouthwestAir Nashville airport has runways open. It appears southwest is only airline Cancelled Flighting flights. Is this likely to change?,,2015-02-17 12:12:50 -0800,Nashville,Mountain Time (US & Canada) 567778453006655488,negative,1.0,Customer Service Issue,1.0,Southwest,,dominoeffect01,,0,"@SouthwestAir been on the phone for about an hour waiting..can you please answer, Thank You! #notcool",,2015-02-17 12:11:46 -0800,New Orleans/Dallas,Central Time (US & Canada) 567778403755900928,neutral,1.0,,,Southwest,,DurkDiggler8810,,0,@SouthwestAir @TomVH just get the RR credit card and get the points of family that way,,2015-02-17 12:11:34 -0800,KCMO,Central Time (US & Canada) 567777978327633920,positive,0.6781,,,Southwest,,bradykent,,0,@SouthwestAir Sent. Thanks VP!,,2015-02-17 12:09:53 -0800,"Nashville, TN",Central Time (US & Canada) 567777622357475328,neutral,1.0,,,Southwest,,Jewelzz_,,0,@SouthwestAir what does TSA Pre on my boarding pass mean? http://t.co/0HmmQCzkCf,,2015-02-17 12:08:28 -0800,TX,America/Chicago 567776832410636288,negative,0.6959,Late Flight,0.6959,Southwest,,Robyn_McD,,0,"@SouthwestAir she's still stranded in DC. Sat until 3:30am with 100 other kids. They were starving, and exhausted.",,2015-02-17 12:05:20 -0800,"Chicago, Il",Central Time (US & Canada) 567776143273512961,negative,1.0,Late Flight,1.0,Southwest,,kevallen53,,0,@SouthwestAir flight #211pilot spilled his tea on the radio! Yay for delays! Almost an hour now!,,2015-02-17 12:02:35 -0800,, 567775685796589568,negative,0.6596,Customer Service Issue,0.3404,Southwest,,caralageson,,0,@SouthwestAir I just sent it over,,2015-02-17 12:00:46 -0800,"Cleveland, Ohio",Central Time (US & Canada) 567775613348376577,neutral,0.6523,,,Southwest,,VahidESQ,,0,"@SouthwestAir haha...yeah i did, just making a joke",,2015-02-17 12:00:29 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 567774320170119168,positive,1.0,,,Southwest,,PRobino,,0,@SouthwestAir Thank you so much for stepping up your game and making my day after night of elevator music. Much appreciated.,,2015-02-17 11:55:21 -0800,, 567774277656682496,negative,1.0,Cancelled Flight,0.68,Southwest,,mandapants1013,,0,"@SouthwestAir used to love you, but you keep rescheduling my flights. #southworst",,2015-02-17 11:55:11 -0800,"San Francisco, CA", 567774139353722880,negative,1.0,Customer Service Issue,1.0,Southwest,,caralageson,,0,@SouthwestAir where do we start? I've already wasted 1.5 hrs of phone wait time already :-(,,2015-02-17 11:54:38 -0800,"Cleveland, Ohio",Central Time (US & Canada) 567774100299739138,positive,1.0,,,Southwest,,smckenna719,,0,@SouthwestAir - just talking to customer service @united makes me appreciate you even more! They could learn so much from you!,,2015-02-17 11:54:28 -0800,Washington DC, 567773933928476672,negative,1.0,Cancelled Flight,0.6638,Southwest,,bradykent,,0,"@SouthwestAir My brother & his girlfriend’s flight Cancelled Flightled 3 times, now leaving 72 hours Late Flight and dropping letter grades at school. Help?",,2015-02-17 11:53:49 -0800,"Nashville, TN",Central Time (US & Canada) 567773611591626752,neutral,0.3474,,0.0,Southwest,,DebMoshier,,0,@SouthwestAir Thank you. The email about RR pts & how to gain more wasn't clear so all of mine r gone. Anything u can do is appreciated.,,2015-02-17 11:52:32 -0800,, 567773445195583488,positive,1.0,,,Southwest,,MatthewJLeBlanc,,0,@SouthwestAir Thanks for the response. Was able to get my situation resolved. Not a fan of Mother Nature today. :),,2015-02-17 11:51:52 -0800,"Nashville, TN",Central Time (US & Canada) 567773236734074880,neutral,1.0,,,Southwest,,KentScheidegger,,0,"@SouthwestAir Is there any way to add a Known Traveler Number to an existing reservation online? If not, why not?",,2015-02-17 11:51:03 -0800,, 567773009092812802,neutral,1.0,,,Southwest,,simply_unique11,,0,@SouthwestAir needs to offer a college student discount so i can fly home 😭😭,,2015-02-17 11:50:08 -0800,,Eastern Time (US & Canada) 567772246060433408,negative,1.0,Cancelled Flight,0.6889,Southwest,,bdhatch1,,0,@SouthwestAir you Cancelled Flightled my flight to BNA. I have flight from BNA 2 MDW tomorrow AM. You stranded me in DEN. I've been on hold all day,,2015-02-17 11:47:06 -0800,,Eastern Time (US & Canada) 567772219549478912,positive,1.0,,,Southwest,,patpohler,,0,@SouthwestAir thanks I think we've got it figured out,,2015-02-17 11:47:00 -0800,"Columbus, OH",Quito 567771317705773056,neutral,0.6657,,,Southwest,,famousswan,,0,@SouthwestAir from LGA to San Diego,,2015-02-17 11:43:25 -0800,, 567770722882580480,negative,0.6907,Flight Booking Problems,0.6907,Southwest,,TomVH,,0,"@SouthwestAir missing out on over 6,000 points in one account. They're now spread over four assuming I create accounts for them",,2015-02-17 11:41:03 -0800,Michigan,Eastern Time (US & Canada) 567770621451702273,negative,0.6531,Can't Tell,0.6531,Southwest,,TomVH,,0,"@SouthwestAir right but the point was that my kids don't fly often, but I do. I bought four round trip tickets from DtW to PHX so I'm....",,2015-02-17 11:40:39 -0800,Michigan,Eastern Time (US & Canada) 567770347065384960,positive,0.657,,,Southwest,,famousswan,,0,"@SouthwestAir I got a flight at 11:55am on Thursday but looking for something tomorrow, anything available?",,2015-02-17 11:39:34 -0800,, 567769787317907456,neutral,0.6434,,,Southwest,,bebeabramson,,1,"@SouthwestAir we desparately need yall to make a nonstop BNA-> TUL! Cmon it'll be popular. 😄 (right, @annebevi @PaulBev1 @MikeAbramson??)",,2015-02-17 11:37:20 -0800,,Central Time (US & Canada) 567769620648828929,neutral,0.6591,,,Southwest,,TomVH,,0,@SouthwestAir thank you for the response. How can I got about getting the points onto my rewards account?,,2015-02-17 11:36:40 -0800,Michigan,Eastern Time (US & Canada) 567768484612816896,neutral,0.6559,,0.0,Southwest,,Gomeziz,,0,"@SouthwestAir Tried to DM you, it won't let me as it says you are not following me.",,2015-02-17 11:32:10 -0800,"Austin, TX",Central Time (US & Canada) 567767201286205441,neutral,1.0,,,Southwest,,realMattHolt,,0,@SouthwestAir chances of flight leaving BNA tomorrow at 6:20 am (to LGA)?,,2015-02-17 11:27:04 -0800,nyc/nashville/san diego,Eastern Time (US & Canada) 567767091579592704,positive,0.6895,,,Southwest,,joshgrider,,0,@SouthwestAir got it squared away. Thank you. I had a man on the inside help me out!,,2015-02-17 11:26:37 -0800,"New Braunfels, TX",Central Time (US & Canada) 567766563533897729,negative,0.3883,Can't Tell,0.3883,Southwest,,leahennessy,,0,@SouthwestAir please PM me the number where I can lodge formal complaints. Thx,,2015-02-17 11:24:31 -0800,"Cambridge, MA", 567766512392364032,neutral,1.0,,,Southwest,,RBrandtPhoto,,0,@SouthwestAir Just sent you a DM with the details.,,2015-02-17 11:24:19 -0800,, 567766130907832322,negative,1.0,Can't Tell,0.6632,Southwest,,clarelanusse,,0,@SouthwestAir good thing we noticed because she had re-routed 7 total passengers on an impossible triple connection as well,,2015-02-17 11:22:48 -0800,,Pacific Time (US & Canada) 567765690589790208,negative,1.0,Flight Attendant Complaints,0.3511,Southwest,,clarelanusse,,0,@SouthwestAir your gate agent re-routed an impossible itinerary and we had to find a new airline to get us home. Super bummed about this,,2015-02-17 11:21:03 -0800,,Pacific Time (US & Canada) 567765679764697089,negative,1.0,Customer Service Issue,1.0,Southwest,,OnyxMediagroup1,,0,@SouthwestAir do you do auto callbacks so I don't have to wait on hold?,,2015-02-17 11:21:01 -0800,USA,Eastern Time (US & Canada) 567765457731624960,negative,1.0,Customer Service Issue,0.6413,Southwest,,jwgonsalves,,0,@SouthwestAir Received email w/reso's to my email that isn't associated to SWA account I own with CC info for my sister. #FRAUD please DM me,,2015-02-17 11:20:08 -0800,"San Francisco, California ",Eastern Time (US & Canada) 567764953289875456,neutral,0.6689,,,Southwest,,fleur_de_chic,,0,"@SouthwestAir just did, thank you",,2015-02-17 11:18:08 -0800,212 by way of the 504., 567764660683857920,negative,1.0,Bad Flight,0.6383,Southwest,,Grae_Drake,,0,@SouthwestAir Your onboard wifi is so bad it's taking me 20 minutes to send this tweet. Working is off the table. #disappointed,,2015-02-17 11:16:58 -0800,NYC,Mountain Time (US & Canada) 567764034418909186,positive,1.0,,,Southwest,,DebMannRN,,0,"@SouthwestAir Another great flight & crew, Las Vegas-Chicago #3397. Thanks!",,2015-02-17 11:14:29 -0800,Indy,Eastern Time (US & Canada) 567764010812985344,negative,0.6904,Customer Service Issue,0.6904,Southwest,,andresecarvallo,,0,"@SouthwestAir I recommend upgrading your IVR and using call back, email, and texting from a know caller.",,2015-02-17 11:14:23 -0800,"Austin, TX",Central Time (US & Canada) 567763775751987201,negative,1.0,Lost Luggage,1.0,Southwest,,alysonphoto,,0,@SouthwestAir an entire flight of luggage missing at #dca. Over an hour and nobody knows anything.,,2015-02-17 11:13:27 -0800,Here and there.,Pacific Time (US & Canada) 567763748559937536,negative,1.0,Customer Service Issue,1.0,Southwest,,amyegoley,,0,@SouthwestAir @CBSsoxfan you get to hold? called twice only to be kicked off.calls 3-6 #phonedied #AListpreferred http://t.co/1TZZ0vbMbS,,2015-02-17 11:13:20 -0800,"Flowood, MS",Central Time (US & Canada) 567762333779628032,negative,0.662,Can't Tell,0.3439,Southwest,,RPChewington,,0,@SouthwestAir why are you the ONLY airline that is not flying out of BNA today?,,2015-02-17 11:07:43 -0800,,Atlantic Time (Canada) 567762099708112897,positive,1.0,,,Southwest,,laura_ying,,0,@SouthwestAir finally got through. Thanks!,,2015-02-17 11:06:47 -0800,"Houston, Texas", 567761790357209088,negative,1.0,Customer Service Issue,1.0,Southwest,,M_RoyceWilliams,,0,"@SouthwestAir - I have spent 87 minutes (and counting) on hold w/ you today. After first 48 minutes, I gave up. Trying again & on 43rd min.",,2015-02-17 11:05:33 -0800,CT,Eastern Time (US & Canada) 567761297879646208,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,Foxycleo13,,0,@SouthwestAir Ive had on an airline. Everyone else has been great but she soured the whole experience for me. Hope she's not there next time,,2015-02-17 11:03:36 -0800,"Memphis, TN",Central Time (US & Canada) 567760872739975168,positive,0.6525,,0.0,Southwest,,mrs_laurelanne,,0,"@SouthwestAir thanks, got put on the am flight tomorrow. Don't have much faith it'll get off the ground tomorrow though.",,2015-02-17 11:01:55 -0800,, 567760797062152192,negative,0.6336,Flight Booking Problems,0.3404,Southwest,,philipasteen,,0,@SouthwestAir I think I'm shot. Can't find a flight that arrives before business (SAN) on thu. Really want to go too.,,2015-02-17 11:01:37 -0800,Where you want to be!,Central Time (US & Canada) 567760331829559296,negative,1.0,Flight Attendant Complaints,0.6659,Southwest,,Foxycleo13,,0,"@SouthwestAir the woman working the counter in philly at 630 this am needs to be fired. Due to bad weather, I along with other passengers",,2015-02-17 10:59:46 -0800,"Memphis, TN",Central Time (US & Canada) 567760115579621376,negative,1.0,Flight Booking Problems,1.0,Southwest,,sahandmirza,,0,"@SouthwestAir was earlier, for reFlight Booking Problems flight I'm on now. Didn't get a screencap, just said ""unspecified error"" and to call SWA",,2015-02-17 10:58:54 -0800,"San Francisco, CA", 567759608643452929,negative,1.0,Late Flight,0.3804,Southwest,,caffiend,,0,"@SouthwestAir Buying Early Bird was pointless. You moved me to a diff flight b/c first one was delayed, so I lost my boarding position.",,2015-02-17 10:56:53 -0800,"San Antonio, TX",Central Time (US & Canada) 567758296417718272,negative,1.0,Customer Service Issue,1.0,Southwest,,sahandmirza,,0,"@SouthwestAir is there a problem with the website? I tried making changes w/ the app and the site but got ""unspecified errors""",,2015-02-17 10:51:40 -0800,"San Francisco, CA", 567758180068130816,positive,1.0,,,Southwest,,colorsflashing6,,0,@SouthwestAir @PaytonTaylor129 I love Southwest and Payton Taylor!,,2015-02-17 10:51:13 -0800,"Nashville, TN",Eastern Time (US & Canada) 567758165287002112,neutral,0.6526,,0.0,Southwest,,stephwalker78,,0,@SouthwestAir RDU flights expected to be ok this afternoon and tonight?,,2015-02-17 10:51:09 -0800,Southern Virginia!!!!!!, 567758009607421952,negative,1.0,Can't Tell,0.6338,Southwest,,clarelanusse,,0,@SouthwestAir super disappointed today. First time we've had to stress and now book a flight on another airline while at the airport,,2015-02-17 10:50:32 -0800,,Pacific Time (US & Canada) 567757771953561600,negative,0.6737,Cancelled Flight,0.6737,Southwest,,paigelarae,,0,@SouthwestAir they put me on the next flight available.. tomorrow morning :( Any idea if BNA will be open in the morning for my flight?,,2015-02-17 10:49:35 -0800,,Central Time (US & Canada) 567756963329867776,negative,1.0,Flight Attendant Complaints,0.6585,Southwest,,rwcrampton,,0,@SouthwestAir Hey SWAir- a very tortured boarding on flight 1971 due to one gate agent having to board assisted folks one at a time.,,2015-02-17 10:46:23 -0800,Atlanta Georgia, 567756556536909825,negative,1.0,Late Flight,1.0,Southwest,,The_Chellers,,0,@SouthwestAir I understand a delay but to be stuck on the plane longer than the flight is unacceptable,,2015-02-17 10:44:46 -0800,"Washington, DC",Eastern Time (US & Canada) 567754562053091328,neutral,0.6662,,0.0,Southwest,,maitlande,,0,@SouthwestAir I absolutely will. Where can I send it?,,2015-02-17 10:36:50 -0800,"Boston, MA",Eastern Time (US & Canada) 567754504817606656,positive,1.0,,,Southwest,,Masterpeacefull,,0,@SouthwestAir no worries. You're doing the best u can. Already Cancelled Flighted my biz trip. Still $LUV you! -RR 1079871763,,2015-02-17 10:36:36 -0800,,Central Time (US & Canada) 567754223362666496,negative,1.0,Bad Flight,1.0,Southwest,,LedPinkCloudz,,0,@SouthwestAir in my 30 years of flying I have never been so pissed off. To many incidents for just one flight.,,2015-02-17 10:35:29 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 567754165904887810,negative,1.0,Late Flight,1.0,Southwest,,sahandmirza,,0,@SouthwestAir Heard apology ~45 times in the >60 mins I was on hold. Now flying from another airport at a different time but delayed AGAIN,,2015-02-17 10:35:16 -0800,"San Francisco, CA", 567754096272224256,neutral,0.6953,,,Southwest,,Michael_Stirrat,,0,@SouthwestAir Happily! But you need to follow me in order for me to DM you,,2015-02-17 10:34:59 -0800,"ÜT: 32.259172,-110.788252",Arizona 567753899939860480,negative,1.0,Customer Service Issue,1.0,Southwest,,LedPinkCloudz,,0,@SouthwestAir I will.make sure to tell everyone I know about this all around horrible experience. I will also post it on my business page.,,2015-02-17 10:34:12 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 567753747283988481,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,LedPinkCloudz,,0,@SouthwestAir and currently as im bringing my 3 year old to the bathroom I'm being rushed by the flight attendant.,,2015-02-17 10:33:36 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 567753194546421760,positive,0.65,,,Southwest,,mrshossruns,,0,@SouthwestAir no worries. We got thru eventually. I was just curious. Best of luck to you dealing with the weather!,,2015-02-17 10:31:24 -0800,,Eastern Time (US & Canada) 567752826353225728,negative,1.0,Customer Service Issue,1.0,Southwest,,dallendoug,,0,"@SouthwestAir not terribly inspired to call ""customer service"" in the future now.",,2015-02-17 10:29:56 -0800,Washington DC, 567752680514330624,negative,1.0,Customer Service Issue,1.0,Southwest,,dallendoug,,0,"@SouthwestAir also, they said they couldn't even book the flight. They were having to put me on hold & have someone else do it???",,2015-02-17 10:29:22 -0800,Washington DC, 567752478309875714,negative,0.6439,Customer Service Issue,0.6439,Southwest,,dallendoug,,0,"@SouthwestAir the person I talked to couldn't do anything not normally available online other than the ""no charge"" part.",,2015-02-17 10:28:33 -0800,Washington DC, 567752407166103552,negative,0.6421,Late Flight,0.3474,Southwest,,caralageson,,0,@SouthwestAir can someone help me set up a callback today?,,2015-02-17 10:28:16 -0800,"Cleveland, Ohio",Central Time (US & Canada) 567752230111936512,negative,1.0,Cancelled Flight,1.0,Southwest,,dallendoug,,0,@SouthwestAir how about when there are Cancelled Flightlations you just have a link to rebook like you did for initial storm issues?,,2015-02-17 10:27:34 -0800,Washington DC, 567752048402104320,negative,1.0,Customer Service Issue,0.6748,Southwest,,dallendoug,,0,@SouthwestAir there really should not be guidance to call via phone if you are that back logged. I could have done it online in 3 minutes.,,2015-02-17 10:26:51 -0800,Washington DC, 567752009806131200,negative,0.6923,Flight Booking Problems,0.6923,Southwest,,jonw4570,,0,@SouthwestAir no had to rebook my flight myself and am about to board in bham.,,2015-02-17 10:26:42 -0800,"Huntsville, AL",Central Time (US & Canada) 567751489754382336,negative,0.9594,Customer Service Issue,0.9594,Southwest,negative,bdhatch1,Customer Service Issue,0,@SouthwestAir please send me a number to call to talk to a person and not be put on hold,,2015-02-17 10:24:38 -0800,,Eastern Time (US & Canada) 567750645462360064,negative,0.6735,Cancelled Flight,0.3571,Southwest,,RobinDamato,,0,@SouthwestAir flt 648 from Buf to MCO. Conf#FGKXV5. Please also look into reimburse for car 587701925COUNT that I had to Cancelled Flight,,2015-02-17 10:21:16 -0800,"Orchard Park, NY", 567750589040181248,negative,1.0,Customer Service Issue,1.0,Southwest,,justinmcintosh,,1,@SouthwestAir Almost 2 hours on hold now. I just need to Cancelled Flight a flight and get a refund. Other airlines are operating!,,2015-02-17 10:21:03 -0800,"iPhone: 36.205651,-86.695243",Central Time (US & Canada) 567750529620697088,negative,1.0,Can't Tell,0.6551,Southwest,,joycarmody,,0,@SouthwestAir You need to be more accommodating to your loyal customers. Not happy now!,,2015-02-17 10:20:49 -0800,Tampa, 567750519402143745,positive,1.0,,,Southwest,,StarkTTT,,0,@SouthwestAir yes. Thank you. Oct 25-oct 31,,2015-02-17 10:20:46 -0800,Château d'If,Central Time (US & Canada) 567750328729485314,negative,1.0,Cancelled Flight,0.6227,Southwest,,BernhardtJH,,0,@SouthwestAir @BernhardtJH I did eventually get through but that flight Cancelled Flightled. Decided to drive but gave up holding to process refund,,2015-02-17 10:20:01 -0800,"Columbus, OH",Eastern Time (US & Canada) 567749848074813442,neutral,0.6513,,,Southwest,,JosephGruber,,0,@SouthwestAir Already rebooked for tomorrow. Fingers crossed!,,2015-02-17 10:18:06 -0800,"Arlington, VA",Eastern Time (US & Canada) 567749206236880896,neutral,1.0,,,Southwest,,deantak,,0,@SouthwestAir followed.,,2015-02-17 10:15:33 -0800,Silicon Valley,Pacific Time (US & Canada) 567748702781992960,negative,1.0,Customer Service Issue,1.0,Southwest,,LedPinkCloudz,,0,"@SouthwestAir worst customer service, Terrible attitudes. I don't care how big a storm. Your employees need an attitude adjustment",,2015-02-17 10:13:33 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 567748407070953472,neutral,0.6534,,0.0,Southwest,,RBrandtPhoto,,0,@SouthwestAir or you could send me a DM.,,2015-02-17 10:12:23 -0800,, 567748330734641152,neutral,0.6606,,0.0,Southwest,,RBrandtPhoto,,0,@SouthwestAir I am following you now. I don't think I can DM until you follow me.,,2015-02-17 10:12:04 -0800,, 567748208844365825,negative,1.0,Cancelled Flight,1.0,Southwest,,JaleenaPosty,,0,@SouthwestAir Flight Cancelled Flightled out of BNA.... Do I have to reschedule now or can travel funds be put back into my account for future use?,,2015-02-17 10:11:35 -0800,, 567748162178125825,negative,1.0,Customer Service Issue,1.0,Southwest,,LedPinkCloudz,,0,@SouthwestAir are you kidding me? I needed help yesterday. I'm now landed and waiting for my connection. Never will I fly southwest again!,,2015-02-17 10:11:24 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 567748089805799425,negative,1.0,Lost Luggage,1.0,Southwest,,9ad16006a6014a6,,0,@SouthwestAir can i have my bags back ding!!,,2015-02-17 10:11:07 -0800,, 567747787807526912,negative,1.0,Customer Service Issue,1.0,Southwest,,CaliNigga62B,,0,@SouthwestAir yeah bruh its bool y'all niggaz just need to hire some more workers or something cause next time imma be forced ta disrespect.,,2015-02-17 10:09:55 -0800,, 567746544536145921,positive,1.0,,,Southwest,,GameDaySweetie,,0,@SouthwestAir always when I fly SW. #loyalRRmember,,2015-02-17 10:04:59 -0800,"Nashville, TN", 567745845781864449,positive,0.6923,,0.0,Southwest,,GameDaySweetie,,0,"@SouthwestAir thank you, someone finally answered and was able to change my flight that was Cancelled Flighted bc of ice. Thank you for response",,2015-02-17 10:02:12 -0800,"Nashville, TN", 567744948934426625,negative,0.6632,Customer Service Issue,0.6632,Southwest,,beccalauren2011,,0,@SouthwestAir Trying to add my dog on the flight but can't get through.,,2015-02-17 09:58:38 -0800,"SMALL TOWN, USA",Central Time (US & Canada) 567744842935980032,negative,1.0,Cancelled Flight,1.0,Southwest,,susanpaint,,0,@SouthwestAir I need to request a refund on my flight that was Cancelled Flightled this morning due to the weather.,,2015-02-17 09:58:13 -0800,, 567744627143213056,positive,1.0,,,Southwest,,DustinSoper,,0,@SouthwestAir Thanks a ton!,,2015-02-17 09:57:21 -0800,"Nashville, TN",Eastern Time (US & Canada) 567744219281129473,positive,1.0,,,Southwest,,PaytonTaylor129,,1,@SouthwestAir LUV Ya Too!!!! I will sing a song for y'all when I finally get on that plane back to Nashville!!! #LOVESOUTHWESTAIR,,2015-02-17 09:55:44 -0800,"Nashville, TN",Quito 567743010322935808,neutral,0.6775,,,Southwest,,DustinSoper,,0,"@SouthwestAir Hi! Thanks! Do you have an exact link to that specific page on your site you can share - or is it under ""Flight Status"":? Thx!",,2015-02-17 09:50:56 -0800,"Nashville, TN",Eastern Time (US & Canada) 567741655587905537,neutral,1.0,,,Southwest,,XTREMELYSERIOUS,,0,@SouthwestAir @NotPghTimothy no exceptions for national awards?,,2015-02-17 09:45:33 -0800,Pittsburgh PA,Quito 567741610373685250,neutral,0.7067,,0.0,Southwest,,taesaunt24,,0,@SouthwestAir any idea on flights to Nashville tomorrow being clear or Cancelled Flightled,,2015-02-17 09:45:22 -0800,,Central Time (US & Canada) 567741202884075520,positive,1.0,,,Southwest,,MzQdotFore,,0,@SouthwestAir is having a sale! I'm delighted!,,2015-02-17 09:43:45 -0800,"Minneapolis, Minnesota ",Mountain Time (US & Canada) 567741157070086144,positive,1.0,,,Southwest,,asepopo,,0,@SouthwestAir about time! Thank you!,,2015-02-17 09:43:34 -0800,,Eastern Time (US & Canada) 567740403755909120,positive,1.0,,,Southwest,,harrngtn,,0,@SouthwestAir Finally! Integration w/ passbook is a great Valentine gift - better then chocoLate Flight. You do heart me.,,2015-02-17 09:40:35 -0800,"Austin, TX",Central Time (US & Canada) 567740235061014528,neutral,1.0,,,Southwest,,aaronkivett,,0,@SouthwestAir @gruber Finally.,,2015-02-17 09:39:54 -0800,"Overland Park, KS", 567739785981493248,positive,0.6596,,0.0,Southwest,,joepalko,,0,@SouthwestAir you guys are awesome... #dontchangeathing #luv,,2015-02-17 09:38:07 -0800,"Delray Beach, FL",Eastern Time (US & Canada) 567739785406873601,positive,1.0,,,Southwest,,Bkloomer,,0,@SouthwestAir Karen with customer service was very helpful. Thank you for providing one bright spot in a frustrating situation.,,2015-02-17 09:38:07 -0800,,Central Time (US & Canada) 567739553251725312,negative,0.6736,Flight Booking Problems,0.3463,Southwest,,clements221,,0,@SouthwestAir Twitter says I can't DM someone unless they follow me. Can @SouthwestAir follows my twitter? thanks you.,,2015-02-17 09:37:12 -0800,, 567739453884465152,negative,0.7027,Can't Tell,0.7027,Southwest,,clements221,,0,@SouthwestAir Thank you. Twitter says I can't DM someone unless they follow me. Can @SouthwestAir follows my twitter?,,2015-02-17 09:36:48 -0800,, 567739426499862528,neutral,1.0,,,Southwest,,DaxJeter,,0,@SouthwestAir the 5:50 is sold out too?,,2015-02-17 09:36:42 -0800,"Nashville,TN", 567738743491411968,neutral,0.6527,,0.0,Southwest,,DaxJeter,,0,@SouthwestAir myself and 2 others,,2015-02-17 09:33:59 -0800,"Nashville,TN", 567738715657609216,negative,1.0,Cancelled Flight,1.0,Southwest,,clements221,,0,"@SouthwestAir can you follow me? Flight Cancelled Flightled, can't rebook online, been on hold for 2 hours. Would love to DM flight info. Thank you.",,2015-02-17 09:33:52 -0800,, 567738484082114561,negative,1.0,Customer Service Issue,1.0,Southwest,,leahennessy,,0,@SouthwestAir I also find it ridiculous that I've been tweeting to you since 3:50 AM EST and have still received no response. 9 hours?,,2015-02-17 09:32:57 -0800,"Cambridge, MA", 567738375755415552,negative,1.0,Cancelled Flight,0.6836,Southwest,,etachoir,,0,@southwestair Thanks. Yes I got through. Biggest frustration is that I'm no longer able to check in online for my flight after 4 Cancelled Flights.,,2015-02-17 09:32:31 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 567738154128769028,negative,1.0,Customer Service Issue,0.34600000000000003,Southwest,,leahennessy,,0,"@SouthwestAir why are flights still getting out of Logan now? You couldn't manage to get one out at 6 AM, when it wasn't snowing!",,2015-02-17 09:31:38 -0800,"Cambridge, MA", 567738065595019265,negative,1.0,Customer Service Issue,1.0,Southwest,,caralageson,,0,@SouthwestAir 45mins wait on the phone with no option for a callback? Finally had to hang up because my phone was dying. #customerservice,,2015-02-17 09:31:17 -0800,"Cleveland, Ohio",Central Time (US & Canada) 567737962541375490,neutral,1.0,,,Southwest,,AirTraffic101,,0,@SouthwestAir landing early morning @BWI_Airport after snowfall. http://t.co/apRZsPxigE,,2015-02-17 09:30:52 -0800,"Ellicott City, Maryland",Eastern Time (US & Canada) 567737653118779392,positive,0.6606,,,Southwest,,StarkTTT,,0,@SouthwestAir and thanks!,,2015-02-17 09:29:39 -0800,Château d'If,Central Time (US & Canada) 567737625637687296,neutral,0.6619,,0.0,Southwest,,StarkTTT,,0,@SouthwestAir sure. Fhk2te. Am scheduled to leave this weekend but need to push to October,,2015-02-17 09:29:32 -0800,Château d'If,Central Time (US & Canada) 567737617031380992,positive,0.6838,,0.0,Southwest,,kforbriger,,0,"@SouthwestAir its all good. flight eventually took off, and landed safely. oh, and I got the free cup o wine. thx",,2015-02-17 09:29:30 -0800,Philly,Eastern Time (US & Canada) 567737554087059457,neutral,0.6617,,,Southwest,,JimmyCarrigan85,,0,"@SouthwestAir I noticed the rates increased a few days ago, or the promotion ended. Any idea when another promotion will be coming?? Thanks!",,2015-02-17 09:29:15 -0800,"Chicago, IL", 567737449938685952,negative,1.0,Can't Tell,0.6632,Southwest,,jjenreich,,0,@SouthwestAir no flights out of #nashville today? Are you kidding me?!?! Why are other airlines flying and you're not?! So frustrated!!,,2015-02-17 09:28:50 -0800,Fort Lauderdale,Central Time (US & Canada) 567737317432258560,neutral,1.0,,,Southwest,,DaxJeter,,0,@SouthwestAir I am but it says yall are sold out. Me & My coworkers would need to get out first available,,2015-02-17 09:28:19 -0800,"Nashville,TN", 567736870365171713,negative,1.0,Customer Service Issue,1.0,Southwest,,StarkTTT,,0,@SouthwestAir I'm trying to change a family vacation due to Measles outbreak and haven't been able to get anyone on the phone. Any help?,,2015-02-17 09:26:32 -0800,Château d'If,Central Time (US & Canada) 567736166787850240,neutral,0.6732,,,Southwest,,KatieAmmon,,0,@SouthwestAir F5R3ZZ,,2015-02-17 09:23:44 -0800,,Eastern Time (US & Canada) 567735766416392194,positive,1.0,,,Southwest,,andicrawford,,0,.@SouthwestAir you've got a mess here at DTW but your staff is doing great.,,2015-02-17 09:22:09 -0800,Michigan,Eastern Time (US & Canada) 567735667879575552,negative,1.0,Cancelled Flight,1.0,Southwest,,Masterpeacefull,,0,@SouthwestAir @challemann flying to LGA in the dead of winter? #jvstatus EWR & JFK is always the intelligent option.,,2015-02-17 09:21:45 -0800,,Central Time (US & Canada) 567735489688395776,positive,1.0,,,Southwest,,chaseagiles,,0,@SouthwestAir Great job with the Passbook integration! It’ll really help streamline the commute to San Fran! 😊☕📲✈,"[0.0, 0.0]",2015-02-17 09:21:03 -0800,"Midvale, UT",Mountain Time (US & Canada) 567735409724366848,negative,1.0,Customer Service Issue,1.0,Southwest,,KatieAmmon,,0,@SouthwestAir I need to reschedule a flight and I've been on hold for almost an hour. This is ridiculous. Is there a best number to call?,,2015-02-17 09:20:44 -0800,,Eastern Time (US & Canada) 567734769312882688,negative,1.0,Can't Tell,0.7065,Southwest,,81FSUnole,,0,. @SouthwestAir condescension must be a quality your co rewards. Your tone reeks of it,,2015-02-17 09:18:11 -0800,"Chapel Hill, NC",Eastern Time (US & Canada) 567734329212940288,positive,1.0,,,Southwest,,MrDavidLombardi,,0,@SouthwestAir Great job!! Looking forward to my next trip being able to use this new feature!,,2015-02-17 09:16:26 -0800,AZ - USA,Arizona 567734115899027457,neutral,1.0,,,Southwest,,laurenproberts,,0,@SouthwestAir - any update on flights in to BNA today?,,2015-02-17 09:15:35 -0800,"Nashville, TN", 567734113088835585,neutral,0.3474,,0.0,Southwest,,joepalko,,0,@SouthwestAir damn weather messing up everything #serenitynow,,2015-02-17 09:15:35 -0800,"Delray Beach, FL",Eastern Time (US & Canada) 567734002287513602,neutral,0.6354,,0.0,Southwest,,JasenVinlove,,0,@SouthwestAir could you tell me if any upgrades are available on a flight out of STL tomorrow morning.,,2015-02-17 09:15:08 -0800,St. Louis,Central Time (US & Canada) 567733978363621376,negative,1.0,Customer Service Issue,0.6474,Southwest,,KayyRahh_xo,,0,"@SouthwestAir disappointed with customer service right now, my flight was only one Cancelled Flightled at my airport & now I'm losing 2 days from trip","[41.79493709, -71.48004413]",2015-02-17 09:15:03 -0800,,Eastern Time (US & Canada) 567733656106459136,negative,1.0,Customer Service Issue,0.6836,Southwest,,Loley9,,0,"@SouthwestAir been on hold for over an hour.....not cool, you guys.",,2015-02-17 09:13:46 -0800,"Dallas, TX",Central Time (US & Canada) 567732510692347904,negative,1.0,Customer Service Issue,1.0,Southwest,,iBrianWeaver,,0,@SouthwestAir I've been on hold for an hour & a half trying to change my flight to BNA. Not very happy with customer service right now!!!!!!,,2015-02-17 09:09:13 -0800,"Nashville, TN",Central Time (US & Canada) 567732427691683840,neutral,0.6785,,,Southwest,,challemann,,0,"@SouthwestAir Got it, thanks. Any insight into what will happen tomorrow?",,2015-02-17 09:08:53 -0800,New York,Eastern Time (US & Canada) 567731712004595714,neutral,1.0,,,Southwest,,theokatzman,,2,@SouthwestAir any chance of adding LAX->JFK direct any time in the future?,,2015-02-17 09:06:02 -0800,"Lawrsh Ainjellush, CA",Eastern Time (US & Canada) 567731598871642112,negative,1.0,Customer Service Issue,0.3684,Southwest,,mal0877,,0,@SouthwestAir thank you. I was given this same reply 2 years ago. Can you direct me to an area I can learn more about the improvements?,,2015-02-17 09:05:35 -0800,, 567731546661326848,negative,1.0,Customer Service Issue,1.0,Southwest,,blackrivervaper,,0,@SouthwestAir just disconnected my call after 2.5 hours without even speaking to me. #octaviannightmare,,2015-02-17 09:05:23 -0800,, 567731246462033920,negative,1.0,Customer Service Issue,1.0,Southwest,,elliemybellie,,0,@SouthwestAir injured at check in yesterday. U told me to go to dr. on hold with SWA for over hour trying to talk with someone. suggestions?,,2015-02-17 09:04:11 -0800,, 567730704055037953,negative,0.6468,Customer Service Issue,0.6468,Southwest,,TJGoertz,,0,@SouthwestAir Trying to get through by phone to confirm that funds from a Cancelled Flightled reservation can still be used in the future. Can u help?,,2015-02-17 09:02:02 -0800,Toronto,Eastern Time (US & Canada) 567729904788054017,negative,1.0,Customer Service Issue,1.0,Southwest,,eguroff,,0,"@SouthwestAir have you considered adding the ""we'll call you back when we have someone free"" feature to your support line?",,2015-02-17 08:58:51 -0800,"Nashville, TN",Central Time (US & Canada) 567729416231321600,negative,1.0,Customer Service Issue,1.0,Southwest,,laurenaddell,,0,@SouthwestAir I've been on hold with customer service for over an hour. Can you help?!,,2015-02-17 08:56:55 -0800,"New York, New York",Eastern Time (US & Canada) 567729203894702082,negative,1.0,Customer Service Issue,1.0,Southwest,,matthewhyah,,0,"@SouthwestAir I've been on hold for an hour now. 59:57 as I type this. Ridiculous! All I need is the link to the chart that has routes, time",,2015-02-17 08:56:04 -0800,USA, 567728698900488192,neutral,1.0,,,Southwest,,deantak,,0,@SouthwestAir sent,,2015-02-17 08:54:04 -0800,Silicon Valley,Pacific Time (US & Canada) 567728679426326528,negative,1.0,Cancelled Flight,0.6704,Southwest,,onestitchshort,,0,"@SouthwestAir Flight Cancelled Flightled, reFlight Booking Problems online has not worked, on my second round of hold (3 hrs now). Any other options?",,2015-02-17 08:53:59 -0800,Texas,Central Time (US & Canada) 567728229340172288,negative,0.648,Flight Attendant Complaints,0.3416,Southwest,,SkySmiles737,,0,@SouthwestAir kudos to the #RSW CS crew for re-routing PAX to alleviate Over sale due to down graded EQP 800 now 500,,2015-02-17 08:52:12 -0800,, 567728114588209152,neutral,1.0,,,Southwest,,jcfly123,,0,@SouthwestAir trying to fly out of Nashville tomorrow. How is it looking?,,2015-02-17 08:51:45 -0800,"Nashville, TN",Mountain Time (US & Canada) 567727499367682048,neutral,1.0,,,Southwest,,city2countryTN,,0,@SouthwestAir do you think the flights out of Nashville will be Cancelled Flighted tomorrow?,,2015-02-17 08:49:18 -0800,TN, 567727026313101315,negative,1.0,Cancelled Flight,0.6838,Southwest,,RichieGlod,,0,@SouthwestAir do you not try to get customers to their destinations? No help to get on another airline if you had no flights for 3 days?,,2015-02-17 08:47:25 -0800,, 567726949049454592,negative,1.0,Bad Flight,1.0,Southwest,,mal0877,,0,"@SouthwestAir I'm an A-list Preferred customer and very loyal SWA. However, your inflight wifi is no better today than it was 4 years ago.",,2015-02-17 08:47:07 -0800,, 567725232203390977,positive,0.703,,0.0,Southwest,,tonyapoe,,0,@SouthwestAir Thank you.,,2015-02-17 08:40:17 -0800,,Mountain Time (US & Canada) 567724948375212032,negative,1.0,Flight Booking Problems,1.0,Southwest,,jjenreich,,1,"@SouthwestAir too bad I'm getting this memo: ""Your reservation contains modifications that prevent you from changing it online."" #FUSTURATED",,2015-02-17 08:39:10 -0800,Fort Lauderdale,Central Time (US & Canada) 567724266045837313,negative,1.0,Customer Service Issue,1.0,Southwest,,GameDaySweetie,,0,"@SouthwestAir almost 2 hours on hold, 2 hours of my life I can't get back.... Thanks http://t.co/IyUZM2PUVS",,2015-02-17 08:36:27 -0800,"Nashville, TN", 567723534344933376,negative,1.0,Late Flight,1.0,Southwest,,deantak,,0,@SouthwestAir discount for three delays?,,2015-02-17 08:33:33 -0800,Silicon Valley,Pacific Time (US & Canada) 567723431513575424,negative,1.0,Customer Service Issue,0.6509,Southwest,,faithfabulous,,0,@SouthwestAir tried online and told I must call b/c of modifications to my reservation. Been on hold for almost 2 hours.,,2015-02-17 08:33:08 -0800,District of Corruption,Quito 567723096186945538,positive,1.0,,,Southwest,,spstpierre,,0,@SouthwestAir + @twitter = outstanding customer service! Thank you!,,2015-02-17 08:31:48 -0800,"Nashville, TN",Mountain Time (US & Canada) 567722937545814018,positive,0.6834,,,Southwest,,christooma,,0,@SouthwestAir finally!,,2015-02-17 08:31:10 -0800,"Nashville, TN",Central Time (US & Canada) 567722844319404033,neutral,0.642,,0.0,Southwest,,scottglass70,,0,@SouthwestAir trying to get through to cust relations. Is there another # to use?,,2015-02-17 08:30:48 -0800,"Midlothian, Virginia", 567722689989578752,neutral,1.0,,,Southwest,,dontbhave,,0,@SouthwestAir Where should I fly by May 3rd? Plz advise.,,2015-02-17 08:30:11 -0800,"Broomfield, CO",Mountain Time (US & Canada) 567722664597286913,negative,1.0,Customer Service Issue,1.0,Southwest,,misskennedys,,1,@SouthwestAir has the WORST customer service of any airline I've ever flown.,,2015-02-17 08:30:05 -0800,,Central Time (US & Canada) 567722330340986880,negative,1.0,Customer Service Issue,1.0,Southwest,,ClaudddiaVS,,0,@SouthwestAir I need updates on my flights 464 & 3574. I have been on hold for over 2 hours.,"[30.35571967, -87.27675562]",2015-02-17 08:28:45 -0800,"Northridge, CA",Pacific Time (US & Canada) 567722294680641538,negative,0.6492,Cancelled Flight,0.6492,Southwest,,challemann,,0,@SouthwestAir Hi-My flight (BNA to LGA) was Cancelled Flighted this morning--#1814. Looks like other flights out of BNA are taking off. Any chance?,,2015-02-17 08:28:37 -0800,New York,Eastern Time (US & Canada) 567721764285726720,neutral,1.0,,,Southwest,,matthewhyah,,0,@SouthwestAir Can you link the article where it says the routes and what times the routes are likely to be? Like TUL-DAL 1:00PM - 7 None,,2015-02-17 08:26:31 -0800,USA, 567721738155622401,neutral,1.0,,,Southwest,,momof43s,,0,“@SouthwestAir:Southwest mobile boarding passes now available in iOS Passbook! http://t.co/xmRvR4lGEg http://t.co/wJoc9f14SU”@tori_leggieri,"[38.56979708, -75.1096009]",2015-02-17 08:26:24 -0800,,Eastern Time (US & Canada) 567721299162968065,negative,1.0,Customer Service Issue,0.6674,Southwest,,kristaallison28,,0,@SouthwestAir Cancelled Flightled my flight out of BNA today. Been on hold for an hour. 😠 #frustrated!,,2015-02-17 08:24:40 -0800,orlando, 567720839408533504,positive,1.0,,,Southwest,,RachFee,,0,"@SouthwestAir Beautiful, thanks a ton!",,2015-02-17 08:22:50 -0800,"London, Ontario, Canada",Central Time (US & Canada) 567720082860949504,negative,1.0,Flight Booking Problems,1.0,Southwest,,portugrad,,0,@SouthwestAir tried to rebook online but it says that I have to pay $200 for difference in price. Please help,,2015-02-17 08:19:50 -0800,Chicagoland Area,Central Time (US & Canada) 567719199850496000,negative,0.6404,Late Flight,0.6404,Southwest,,DaxJeter,,0,@SouthwestAir I'm showing flight 4720 delayed again. Would my boarding pass still be good or was my seat given away?,,2015-02-17 08:16:19 -0800,"Nashville,TN", 567719031634157568,negative,1.0,Customer Service Issue,0.6438,Southwest,,mrs_laurelanne,,0,@SouthwestAir can't update my flight online bc it's been Cancelled Flighted twice already. Going on hour 2 on hold.,,2015-02-17 08:15:39 -0800,, 567718653735731200,negative,1.0,Customer Service Issue,1.0,Southwest,,MyMissus,,0,@SouthwestAir Guys for real. I've been on hold for 4+ hours including one hangup. Please have someone reach out so I can get my $ back.,,2015-02-17 08:14:09 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 567717985092395008,neutral,0.9633,,0.0,Southwest,neutral,RachFee,,0,@southwestair - kind of early but any idea when dates through the first week of sept will come available?,,2015-02-17 08:11:29 -0800,"London, Ontario, Canada",Central Time (US & Canada) 567717415367090176,negative,1.0,Late Flight,0.6947,Southwest,,PorterHaney,,0,@SouthwestAir the last 4 times I've arrived @LASairport our gate has been blocked by a slow to depart plane leading to 30-60 min delays,,2015-02-17 08:09:14 -0800,Las Vegas,Pacific Time (US & Canada) 567715917983776772,negative,1.0,Customer Service Issue,0.6966,Southwest,,sahandmirza,,0,@SouthwestAir been on hold for >30 minutes about my Cancelled Flightled flight. Still not talked to anyone and flight is soon. What gives?,,2015-02-17 08:03:17 -0800,"San Francisco, CA", 567715682918227970,negative,0.6701,Customer Service Issue,0.6701,Southwest,,kukalong,,0,@SouthwestAir Hoping you answer the phone today?,,2015-02-17 08:02:21 -0800,"Phoenix, AZ",Arizona 567713868747902976,negative,1.0,Customer Service Issue,0.6721,Southwest,,CBSsoxfan,,0,"@SouthwestAir husband on hold 2.5 hrs, got disconnected!New wait 30 min. Can't confirm res due to the fact he booked on line! Nuts!",,2015-02-17 07:55:08 -0800,Rhode Island, 567713338873118722,positive,0.6803,,0.0,Southwest,,DaxJeter,,0,@SouthwestAir thanks do yall expect to be operational tomorrow out of Nashville?,,2015-02-17 07:53:02 -0800,"Nashville,TN", 567704339448209409,negative,1.0,Can't Tell,0.6843,Southwest,,Raven_TheGreat,,0,@SouthwestAir why have you guys jacked up the prices AFTER you said prices were going to be lowered? SMH,,2015-02-17 07:17:16 -0800,"Dallas, TX",Central Time (US & Canada) 567702414157824000,negative,1.0,Cancelled Flight,0.6526,Southwest,,lucasdavidson,,0,@SouthwestAir on hold for 2 hours and then you hung up 3 Cancelled Flightled flights. Running out of daycare for our kids who are trapped at home.,,2015-02-17 07:09:37 -0800,,Eastern Time (US & Canada) 567692504397803520,negative,1.0,Flight Booking Problems,0.6709,Southwest,,kabell87,,0,@SouthwestAir this is really unhelpful. Why can't I rebook online? http://t.co/N5O43sVl8i,,2015-02-17 06:30:14 -0800,, 567692251954827265,negative,1.0,Flight Attendant Complaints,1.0,Southwest,,MMKuderka,,0,@SouthwestAir allows other passengers 2 harass u after their gate agents mistakeFURIOUS they are doing NOTHING about it & my 6yo was scared,,2015-02-17 06:29:14 -0800,,Arizona 567688411289755648,negative,1.0,Cancelled Flight,0.6466,Southwest,,kabell87,,0,@SouthwestAir flight was Cancelled Flightled and it won't let me rebook online. Wait time on phone is too long. Please help,,2015-02-17 06:13:59 -0800,, 567688325276770306,neutral,0.6957,,0.0,Southwest,,DubCook,,0,"@SouthwestAir Guys, we've got to do something about the inability to check in online for international flight that has... (1/2)","[21.05483165, -86.78164351]",2015-02-17 06:13:38 -0800,"Downtown Dallas, Texas",Central Time (US & Canada) 567686758708817921,neutral,0.6890000000000001,,0.0,Southwest,,Tinygami,,0,@SouthwestAir Is it a temporary site glitch or are you no longer offering flights from GRR to GEG after Feb? Can't find any online :(,,2015-02-17 06:07:25 -0800,Michigan,Tehran 567676626855419904,negative,1.0,Customer Service Issue,0.6364,Southwest,,WorkingWify,,0,@SouthwestAir won't answer their phones #HorribleService #NeverAgain #frustrated #AnswerThePhone,,2015-02-17 05:27:09 -0800,America, 567663504102940672,negative,1.0,Late Flight,0.6605,Southwest,,followkashyap,,0,@SouthwestAir We have been stuck in SJU for several hours and no one is answering here. Really tough to LUV SW. No response is bad.,,2015-02-17 04:35:00 -0800,USA,Eastern Time (US & Canada) 567655489119326209,positive,1.0,,,Southwest,,rjp1208,,0,@SouthwestAir nice work on the update!,,2015-02-17 04:03:09 -0800,,Pacific Time (US & Canada) 567617081336950784,negative,1.0,Customer Service Issue,1.0,Southwest,,mrshossruns,,0,@SouthwestAir you guys there? Are we on hour 2 of our phone hold at 3am bc of volume or short staffing?,,2015-02-17 01:30:32 -0800,,Eastern Time (US & Canada) 567594449874587648,negative,1.0,Customer Service Issue,0.3451,Southwest,,VahidESQ,,0,"@SouthwestAir its cool that my bags take a bit longer, dont give me baggage blue balls-turn the carousel on, tell me it's coming, then not.",,2015-02-17 00:00:36 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570309345281486848,positive,0.6469,,,Delta,,jaxbra,,0,"@JetBlue Yesterday on my way from EWR to FLL just after take-off. :) #wheelsup #JetBlueSoFly http://t.co/9xkiy0Kq2j",,2015-02-24 11:48:38 -0800,"east brunswick, nj",Atlantic Time (Canada) 570309308937842688,neutral,0.6869,,,Delta,,Oneladyyouadore,,0,@JetBlue I hope so because I fly very often and would hate to change airlines.,,2015-02-24 11:48:29 -0800,Georgia,Quito 570308513181904901,neutral,1.0,,,Delta,,Oneladyyouadore,,0,"@JetBlue flight 1041 to Savannah, GA",,2015-02-24 11:45:20 -0800,Georgia,Quito 570307820962373632,negative,1.0,Flight Attendant Complaints,0.6522,Delta,,Oneladyyouadore,,0,"@JetBlue They weren't on any flight, they just came Late Flight. Your JetBlue employee just informed us!",,2015-02-24 11:42:34 -0800,Georgia,Quito 570305363859406848,negative,1.0,Bad Flight,1.0,Delta,,Oneladyyouadore,,0,@JetBlue everyone is here but our pilots are no where to be found and my last flight the plane was dirty that I had to clean my area & seat!,,2015-02-24 11:32:49 -0800,Georgia,Quito 570305098557091840,neutral,0.6472,,0.0,Delta,,culinarymindz,,0,"@JetBlue update on Flight 462 would be appreciated when you have time, thanks",,2015-02-24 11:31:45 -0800,, 570304873620746240,neutral,0.6939,,,Delta,,kbosspotter,,0,@JetBlue check DM please :),,2015-02-24 11:30:52 -0800,Logan International Airport,Atlantic Time (Canada) 570303683872886784,negative,1.0,Flight Booking Problems,0.6921,Delta,,heyheyman,,0,"@JetBlue Hey guys, why did my last flight earn me 0 pts? http://t.co/1syWlmTZek",,2015-02-24 11:26:08 -0800,"Boston, MA",Eastern Time (US & Canada) 570299924555956227,negative,1.0,Can't Tell,1.0,Delta,,erinkphares,,0,@JetBlue 2 aisles of empty #evermoreroom seats and we can't move bc we didn't pay?! #nonsense #Waste #JetBlue #jetbluebos #cheap,,2015-02-24 11:11:12 -0800,, 570297402281893888,negative,0.6913,Flight Attendant Complaints,0.3499,Delta,,chuck_martin,,0,@JetBlue ’s Marty St. George really has zero clue. How does he still have a job? #nobaggagefees http://t.co/tjDzaMHPEw,,2015-02-24 11:01:10 -0800,SF Bay Area,Pacific Time (US & Canada) 570296417094373376,negative,1.0,Flight Booking Problems,0.6631,Delta,,Marty_H,,0,@JetBlue they booked me for tomorrow. It's $250 higher. My 1st reservation is PGFRYZ. Get me on standby list 4 tonight would help.,,2015-02-24 10:57:16 -0800,,Eastern Time (US & Canada) 570296110633381889,neutral,1.0,,,Delta,,johnfmartin67,,0,"@JetBlue Submitted, hoping for quick decision, tied to another donation we just received: Proposal- 27th Annual Gala Org- Boundless Readers",,2015-02-24 10:56:03 -0800,Chicago,Newfoundland 570295207763316736,negative,1.0,Cancelled Flight,1.0,Delta,negative,Marty_H,Cancelled Flight,0,@JetBlue but by Cancelled Flighting my flight and pushing me to the next day I'd lose $150 hotel which was why I was trying to get a same-day flight.,,2015-02-24 10:52:27 -0800,,Eastern Time (US & Canada) 570294460476760064,positive,0.6994,,,Delta,,Sujecuevas19,,0,@JetBlue thank you for the information.,,2015-02-24 10:49:29 -0800,,Athens 570293674472558592,neutral,0.649,,0.0,Delta,,idk_but_youtube,,0,@JetBlue did you know that suicide is the second leading cause of death among teens 10-24,,2015-02-24 10:46:22 -0800,1/1 loner squad,Eastern Time (US & Canada) 570293669628157952,neutral,1.0,,,Delta,,Sujecuevas19,,0,@JetBlue Ok and in Dominican Republic what numbers?,,2015-02-24 10:46:21 -0800,,Athens 570292360749453312,negative,0.6634,Flight Booking Problems,0.6634,Delta,,tahlia_simpson,,0,@JetBlue ive tried on my phone and laptop :(,,2015-02-24 10:41:08 -0800,, 570292174044200963,negative,1.0,Cancelled Flight,1.0,Delta,,Marty_H,,0,@JetBlue Cancelled Flighted my flight. Went with another airline 2 leave 2day. They Cancelled Flighted also. Called JetBlue & got same flight but now $250 more👺,,2015-02-24 10:40:24 -0800,,Eastern Time (US & Canada) 570291934306168834,neutral,0.6638,,,Delta,,muneca641,,0,@JetBlue sale please soon?? I need a tan,,2015-02-24 10:39:27 -0800,,Quito 570291828349669378,neutral,0.6364,,,Delta,,theREAL_Tiffany,,0,@JetBlue Yeah I have! I'm on it!! Looking for specific dates - I will just keep checking daily for a fare drop,,2015-02-24 10:39:02 -0800,Somewhere eating swine...,Eastern Time (US & Canada) 570291817087930369,neutral,1.0,,,Delta,,Sujecuevas19,,0,"@JetBlue Hello Good afternoon how are you, I need know how much flying for summer from june 13th.",,2015-02-24 10:38:59 -0800,,Athens 570291699731308545,negative,1.0,Flight Booking Problems,0.6833,Delta,,tahlia_simpson,,0,@JetBlue just wondering if the website is having issues today. Trying to book a flight with my visa I always use and its rejecting it.,,2015-02-24 10:38:31 -0800,, 570291473528320001,negative,1.0,Late Flight,0.6647,Delta,,miss_caitb,,0,"@JetBlue upset with the lack of communication we've received for our ""on time"" flight 1170 out of MCO",,2015-02-24 10:37:37 -0800,,Central Time (US & Canada) 570291066466897921,neutral,0.6266,,0.0,Delta,,theREAL_Tiffany,,0,@JetBlue Not for the dates or destination I'm headed 😔,,2015-02-24 10:36:00 -0800,Somewhere eating swine...,Eastern Time (US & Canada) 570289587794407425,negative,1.0,Customer Service Issue,1.0,Delta,,_carolion,,0,"@JetBlue I've spent three hours talking to all different people, most of which couldn't help. I probably won't be using JetBlue again.",,2015-02-24 10:30:07 -0800,,Quito 570289518194126849,positive,1.0,,,Delta,,MmmRubin,,0,@JetBlue great.,,2015-02-24 10:29:51 -0800,,Eastern Time (US & Canada) 570288803849637888,positive,0.6551,,,Delta,,Fendog75,,0,@JetBlue thanks great recap. I wouldn't have been able to sleep! I was nervous the bad guy was getting away. 😉,,2015-02-24 10:27:00 -0800,Canton MA,Eastern Time (US & Canada) 570287886135918593,neutral,1.0,,,Delta,,DaniP0915,,0,"@JetBlue flying w/ infant for the 1st time, can I bring a canister of powder formula for a carry on and/or use my plastic formula divider?",,2015-02-24 10:23:22 -0800,"ÜT: 40.907502,-73.85468",Quito 570287704728084480,positive,1.0,,,Delta,,MmmRubin,,0,@JetBlue flight 117. proud to fly Jet Blue!,,2015-02-24 10:22:38 -0800,,Eastern Time (US & Canada) 570287622343540736,positive,0.6673,,0.0,Delta,,lizgottbrecht,,0,"@JetBlue awesome, thanks! on hold now.",,2015-02-24 10:22:19 -0800,"Boston, MA ",Eastern Time (US & Canada) 570287303681294337,neutral,0.6522,,,Delta,,_carolion,,0,"@JetBlue I'm not sure if you can do anything to help me with that, but if you can that'd be great.",,2015-02-24 10:21:03 -0800,,Quito 570287210219606016,negative,1.0,Customer Service Issue,1.0,Delta,,_carolion,,0,@JetBlue I had to call back five times to get someone on the phone who knew what they were doing. By that time my getaway went up by $200.,,2015-02-24 10:20:40 -0800,,Quito 570284988224008192,negative,1.0,Flight Booking Problems,0.6985,Delta,,cmcook,,0,@JetBlue Are there really no flights from the Bay Area to Chicago anymore? Lame. So lame.,,2015-02-24 10:11:51 -0800,In Oakland; Hoosier at heart,Pacific Time (US & Canada) 570284840752427008,negative,1.0,Flight Booking Problems,0.6651,Delta,,lizgottbrecht,,0,"@JetBlue can't book a flight because of outdated, forced opt-in ""Verified by Visa"" nonsense. Help a girl out? I just want to get to @sxsw",,2015-02-24 10:11:16 -0800,"Boston, MA ",Eastern Time (US & Canada) 570280782373228544,neutral,0.6526,,0.0,Delta,,Arevans87,,0,@JetBlue Stop trying to make #fleek happen! #PointsMe,,2015-02-24 09:55:08 -0800,, 570280776849346561,negative,1.0,Customer Service Issue,0.6629999999999999,Delta,,YvonneTrimble,,0,@JetBlue luggage fees? won't b flying JB again! at least #AA gives platinum pass 2 bags! tired of overchging bg herded like cattle2slaughter,,2015-02-24 09:55:07 -0800,"Port au Prince, Haiti",Eastern Time (US & Canada) 570280755085090816,positive,0.3474,,0.0,Delta,,AndrewGresenz,,0,"@JetBlue what are the chances of actually flying out of Charleston today?? Cold, rainy weather in the south of all places...",,2015-02-24 09:55:01 -0800,"Stoughton, MA",Eastern Time (US & Canada) 570280008557547520,positive,0.6875,,,Delta,,MattHaze,,0,@JetBlue I did see that! Working on picking up a trip or two as we type.,,2015-02-24 09:52:03 -0800,New York-ish + Airport Bars,Eastern Time (US & Canada) 570279787287093248,negative,0.6747,Can't Tell,0.6747,Delta,,ch00bee,,0,@JetBlue it's poop and barely works,,2015-02-24 09:51:11 -0800,,Atlantic Time (Canada) 570278619416694784,positive,1.0,,,Delta,,leezbtv,,0,@JetBlue Thanks for the quick reply! Just wanted to make sure it wasn't just my account :),,2015-02-24 09:46:32 -0800,Seattle,Pacific Time (US & Canada) 570277811795001344,negative,1.0,Bad Flight,0.6842,Delta,,ch00bee,,0,@JetBlue your wifi is a lie and i hate you,,2015-02-24 09:43:20 -0800,,Atlantic Time (Canada) 570277278627848192,negative,0.657,Flight Booking Problems,0.348,Delta,,BethRunsDisney,,0,@JetBlue Is there an issue with your website and logging on? (App too?) I know I am entering info correctly but cannot sign in! :(,,2015-02-24 09:41:13 -0800,NYC,Eastern Time (US & Canada) 570277054635057153,negative,1.0,Can't Tell,1.0,Delta,,leezbtv,,0,"@jetblue having trouble signing in to TrueBlue today, despite right credentials. getting ""We are not able to sign you in"" msg.",,2015-02-24 09:40:19 -0800,Seattle,Pacific Time (US & Canada) 570276843812732928,positive,1.0,,,Delta,,Sanr1ck,,0,@JetBlue wouldn't mind paying for the snacks but no $ for tix :-) Great job guys!,,2015-02-24 09:39:29 -0800,US,Eastern Time (US & Canada) 570273378403102720,neutral,0.643,,0.0,Delta,,markmacg1,,0,@JetBlue flight 462 to Boston delayed due to weather in Tampa?,,2015-02-24 09:25:43 -0800,, 570267929322921985,neutral,1.0,,,Delta,,terrybrokebad,,0,"More like BaeJet Airways, amirite? “@JetBlue: @terrybrokebad Right back at ya!”",,2015-02-24 09:04:04 -0800,"Newcastle, Uk",Casablanca 570267544906555393,neutral,1.0,,,Delta,,b_econ,,0,@JetBlue are @AskAmex Amex Plat holders provided access or a credit in the Airspace Lounge in JKF?,,2015-02-24 09:02:32 -0800,, 570267535515324417,neutral,1.0,,,Delta,,peterfransson,,0,"@JetBlue many thanks, as always your employees are professional and courteous. Whenever I have the option, you are my go-to airlines.",,2015-02-24 09:02:30 -0800,Inter/Outer-Continental U.S.,Eastern Time (US & Canada) 570267215720800256,neutral,0.6875,,,Delta,,JasonBXNY0619,,0,@JetBlue Come on and provide service from Destin- Fort Walton Beach Airport,"[0.0, 0.0]",2015-02-24 09:01:13 -0800," Bronx, NY / Destin, Fl",Santiago 570265811623002112,negative,1.0,Customer Service Issue,1.0,Delta,,heyheyman,,0,@JetBlue I appreciate the credit for my troubles but the lack of personal response troubles me.,,2015-02-24 08:55:39 -0800,"Boston, MA",Eastern Time (US & Canada) 570264515285266432,neutral,0.6596,,,Delta,,terrybrokebad,,0,"@CatfoodBeerGlue you'll enjoy this. “@JetBlue: Our fleet's on fleek. http://t.co/2thC9RKURT”",,2015-02-24 08:50:30 -0800,"Newcastle, Uk",Casablanca 570264106059624448,neutral,1.0,,,Delta,,tumblehawk,,0,@JetBlue yer deals never seem to include NYC-->PDX or NYC-->PGH...wish they did!,,2015-02-24 08:48:52 -0800,"brooklyn, ny, us", 570252044528959488,neutral,1.0,,,Delta,,MyCustoAdvocate,,0,@JetBlue Airline trouble this winter & not getting good customer service? contact http://t.co/aQjn4HwNaC we negotiate resolutions for You!,,2015-02-24 08:00:56 -0800,"Miami, New York, Boston", 570251671265083393,neutral,0.6609,,,Delta,,Kristenrx5150,,0,@JetBlue thank you! Headed from LBC to OAK !,,2015-02-24 07:59:27 -0800,anaheim, 570251142942171136,positive,1.0,,,Delta,,Kristenrx5150,,0,@JetBlue here you go... Your napkins pretty much say it all! http://t.co/OxY1Jnpjm3,,2015-02-24 07:57:21 -0800,anaheim, 570248591295557632,neutral,1.0,,,Delta,,butimvikki,,0,“@JetBlue: Our fleet's on fleek. http://t.co/b5ttno68xu” I just 🙈,,2015-02-24 07:47:13 -0800,D{M}V,Quito 570246294582771712,positive,1.0,,,Delta,,Ruth_Slobodin,,0,"“@JetBlue: @Ruth_Slobodin Why not? We'd sure love to see you, Ruth! #JustDoIt #YouKnowYouWantTo ;)” you know me too well 💘",,2015-02-24 07:38:05 -0800,,Atlantic Time (Canada) 570246094157946880,neutral,0.6454,,,Delta,,NENAFL,,0,"@JetBlue ""Do what you love and you'll never work a day in your life."" 😊",,2015-02-24 07:37:18 -0800,,Eastern Time (US & Canada) 570245603118211072,neutral,0.6667,,0.0,Delta,,ArdensMommy,,0,"@JetBlue It drops 75 when i take off the other two people, and vice versa. back and forth.",,2015-02-24 07:35:21 -0800,MA,Quito 570244951914782721,positive,0.6429,,0.0,Delta,,PaulParz,,0,"@JetBlue you don't need to cut services, charge more and give a better flying experience. That's why I use jet blue in the first place",,2015-02-24 07:32:45 -0800,, 570243767585935360,positive,0.6578,,,Delta,,gabs_tweets,,0,@JetBlue Longing to look into the blue eyes. #firstlove,,2015-02-24 07:28:03 -0800,,Eastern Time (US & Canada) 570242512012451840,positive,1.0,,,Delta,,jdlessard13,,0,@JetBlue you all are the best #flyfi # ondemand #leatherseats #hipunis #legroom,,2015-02-24 07:23:04 -0800,, 570240052279648257,neutral,1.0,,,Delta,,blckblakelively,,0,Sigh... “@JetBlue: Our fleet's on fleek. http://t.co/W5NL0AY9Bl”,,2015-02-24 07:13:17 -0800,where the Bulls/Bears play.,Central Time (US & Canada) 570239998383038464,neutral,0.6765,,,Delta,,E_Nice718,,0,@JetBlue please start flying to Guyana soon,"[40.70326657, -74.01106458]",2015-02-24 07:13:04 -0800,N 40°39' 0'' / W 73°55' 0'',Eastern Time (US & Canada) 570239297456091136,neutral,0.6623,,0.0,Delta,,BlackeyeBandit,,0,@JetBlue just leave certain things to the kids.,,2015-02-24 07:10:17 -0800,l be where l'm at,London 570239272575315969,positive,1.0,,,Delta,,nokidhungry,,0,"@eatgregeat WOW~Thx for thinking of us, Greg! Heard #SOBEWFF was amazing! We've heard the same about @JetBlue (ps thx for the info) #TeamNKH",,2015-02-24 07:10:11 -0800,"Washington, DC",Eastern Time (US & Canada) 570238950801059840,positive,1.0,,,Delta,,lalunkee,,0,"@JetBlue Annnndddd, I just booked my flight. That was easy.",,2015-02-24 07:08:55 -0800,All over ...,Eastern Time (US & Canada) 570238126347714560,negative,0.6796,Customer Service Issue,0.6796,Delta,,JME23,,0,@JetBlue Thank you for credits. However; I submitted complaints about the property on vacation package. Hope you listen!,,2015-02-24 07:05:38 -0800,Citizen of the world dahhhling,Eastern Time (US & Canada) 570237440616570880,neutral,1.0,,,Delta,,_blktray,,0,“@JetBlue: Our fleet's on fleek. http://t.co/clu5pdPrHP” :(,,2015-02-24 07:02:54 -0800,COMPTON/AZ, 570237343669608448,positive,0.6848,,,Delta,,lalunkee,,0,@JetBlue Thank you very much!,,2015-02-24 07:02:31 -0800,All over ...,Eastern Time (US & Canada) 570235244999270400,negative,1.0,Flight Booking Problems,1.0,Delta,,lalunkee,,0,@JetBlue Need your help. I'm moving to DC & I want to book a one way fare on your website. It won't seem to let me. Am I missing something?,,2015-02-24 06:54:11 -0800,All over ...,Eastern Time (US & Canada) 570233869212856320,positive,1.0,,,Delta,,eatgregeat,,0,@JetBlue it will be glowing. Your crew and your aircraft sparkled. You guys know about @nokidhungry right? Might be a good partnership:),"[34.02763089, -118.49627894]",2015-02-24 06:48:43 -0800,,Eastern Time (US & Canada) 570233306664591361,neutral,0.6703,,0.0,Delta,,scojjac,,0,"@JetBlue @JetBlueCheeps My friend bought a ticket last night for one of these routes from you, and it cost way more. Can you help?”",,2015-02-24 06:46:29 -0800,"Las Cruces, NM",Mountain Time (US & Canada) 570232676491202561,neutral,0.6667,,,Delta,,eatgregeat,,0,@JetBlue I was returning from @FoodNetwork #SOBEWFF so I had limited carry on space in my tummy. Next flight I'll try that snack!,"[34.02761838, -118.49646336]",2015-02-24 06:43:59 -0800,,Eastern Time (US & Canada) 570232616755929088,positive,0.6768,,,Delta,,NBucketTV,,0,@JetBlue glad you like it. Feel free to steal it.,,2015-02-24 06:43:44 -0800,"Boston, MA",Eastern Time (US & Canada) 570231750959329280,positive,0.6803,,0.0,Delta,,eatgregeat,,0,@JetBlue your blue helped bring out the color of my eyes. And I promise I didn't eat all the free snacks.,"[34.02764112, -118.49636416]",2015-02-24 06:40:18 -0800,,Eastern Time (US & Canada) 570229813937463299,positive,1.0,,,Delta,,nolimitlove,,0,@JetBlue thanks to you customers like me stay loyal. From check in to landing.,,2015-02-24 06:32:36 -0800,,America/New_York 570227706140323840,positive,0.7067,,,Delta,,NBucketTV,,0,@JetBlue A320 pulling into the gate as the sunrises here at @BostonLogan this morning #jetbluesofly #jetblue #airbus http://t.co/JGdu5us8Dz,,2015-02-24 06:24:14 -0800,"Boston, MA",Eastern Time (US & Canada) 570227199766179840,positive,0.6606,,,Delta,,texdoh,,0,@JetBlue Thx for the quick response .... yep I tried- but it can't find the flight when I Input the Confirmation #,,2015-02-24 06:22:13 -0800,"iPhone: 40.955353,-73.813942",Central Time (US & Canada) 570226143045033985,positive,0.6667,,,Delta,,JohnJJSmith,,0,@JetBlue Wish Everyone felt like you,,2015-02-24 06:18:01 -0800,"NY,NY", 570225899964129281,positive,1.0,,,Delta,,thedaniburden,,0,@JetBlue sounds great! Thank you!! :),,2015-02-24 06:17:03 -0800,"Buffalo, New York",Quito 570225396404359168,negative,1.0,Customer Service Issue,0.6524,Delta,,tonetone28,,0,"@JetBlue 's Once upon a sale that does not include BTV, as usual! #jetbluehatesbtv",,2015-02-24 06:15:03 -0800,Vermont,Atlantic Time (Canada) 570224962184867840,negative,1.0,Customer Service Issue,1.0,Delta,,texdoh,,0,"@JetBlue can't link my flight from last week to my TruBlue account and 1800 num isn't answering..don't make me fly @Delta again, dont do it!",,2015-02-24 06:13:19 -0800,"iPhone: 40.955353,-73.813942",Central Time (US & Canada) 570222626712514560,positive,1.0,,,Delta,,JohnJJSmith,,0,@JetBlue Was nice to see your Veterans Advantage Program at the gate on Sunday @ MCO.Keep up the good work at JetBlue,,2015-02-24 06:04:03 -0800,"NY,NY", 570221178658418689,positive,1.0,,,Delta,,AStateOfSnark,,0,@JetBlue incredible PR team. 👏👏👏👏,,2015-02-24 05:58:17 -0800,Boston,Atlantic Time (Canada) 570218339118800896,positive,0.6316,,,Delta,,MikeSmithMedia,,0,@JetBlue Thanks. I'm finding lower fares already on other carriers with direct flights. July 8 - 13.,,2015-02-24 05:47:00 -0800,New York/New Jersey,Eastern Time (US & Canada) 570217760430493698,negative,0.7029,Flight Attendant Complaints,0.3619,Delta,,MaryCallaRowan,,0,"@JetBlue if you can get us on a flight to Vieques all will be good. Right now, not looking promising.",,2015-02-24 05:44:42 -0800,, 570215386102292480,negative,0.667,Lost Luggage,0.3335,Delta,,elias_rubin,,0,@JetBlue I just DM'd you!,,2015-02-24 05:35:16 -0800,"New York, NY",Pacific Time (US & Canada) 570213762948567040,neutral,0.6439,,,Delta,,sflcn,,1,@JetBlue Offering Special Fares to @GoPureGrenada @discovergrenada http://t.co/MBcEhCSZX3 @CaribbeJan @islandexpert http://t.co/2Zm4jkAlZl,,2015-02-24 05:28:49 -0800,South Florida,Eastern Time (US & Canada) 570212129313316864,neutral,1.0,,,Delta,,elias_rubin,,0,@JetBlue I believe that the website said I could receive credit for upcoming flights since I Cancelled Flighted my last one. Is this true?,,2015-02-24 05:22:20 -0800,"New York, NY",Pacific Time (US & Canada) 570212047692161025,neutral,1.0,,,Delta,,elias_rubin,,0,@JetBlue A month ago I had a flight booked but then had to Cancelled Flight it... I'm now Flight Booking Problems a separate flight for a different occasion.,,2015-02-24 05:22:00 -0800,"New York, NY",Pacific Time (US & Canada) 570211016308596736,neutral,1.0,,,Delta,,elias_rubin,,0,@JetBlue hi friend! Question for you when you have a moment.,,2015-02-24 05:17:54 -0800,"New York, NY",Pacific Time (US & Canada) 570208115205021696,positive,0.6811,,,Delta,,jannasaurusrex,,0,"“@JetBlue: @jannasaurusrex Thanks for the kind words, Janna! #WeAppreciateYou #TrueBlue” and now I'M feeling like a boss #jetbluefame",,2015-02-24 05:06:23 -0800,central mass, 570206077826039808,positive,0.6633,,,Delta,,jannasaurusrex,,0,@JetBlue boarding the back of the airplane first. Like a boss. #sosmart #jetblue #frequentflyerappreciates #alsoyayforsnacks,,2015-02-24 04:58:17 -0800,central mass, 570204309041893376,positive,0.7012,,,Delta,,SarahEH255,,0,@JetBlue sooo earlier i said i couldnt fly with you for my school trip but now i can! 😏,,2015-02-24 04:51:15 -0800,,Eastern Time (US & Canada) 570200546679726082,negative,1.0,Late Flight,1.0,Delta,,Chewie240,,0,@JetBlue why was Flight 1856 delayed to Buffalo ? It’s a direct flight and the plane is at the gate.,,2015-02-24 04:36:18 -0800,Buffalo,Eastern Time (US & Canada) 570199572435185664,negative,1.0,Flight Booking Problems,0.3516,Delta,,MaryCallaRowan,,0,@JetBlue we are missing our connecting transportation in Puerto Rico as a result. Need to get to Vieques today.,,2015-02-24 04:32:26 -0800,, 570198506222194692,negative,1.0,Late Flight,1.0,Delta,,deniseimperial,,0,@JetBlue we were supposed to be Vieques by 3pm,,2015-02-24 04:28:12 -0800,,Pacific Time (US & Canada) 570198409497288705,negative,1.0,Customer Service Issue,1.0,Delta,,MaryCallaRowan,,0,@JetBlue your customer service today was deplorable. There were plenty of ways u could have gotten us on that flight. #badcustomerservice,,2015-02-24 04:27:49 -0800,, 570198289376677888,negative,0.6669,Late Flight,0.6669,Delta,,deniseimperial,,0,"@JetBlue absolutely. The missed connection caused us to miss our ferry to Vieques. Get us to Vieques. Also, flight vouchers. #PRBound",,2015-02-24 04:27:20 -0800,,Pacific Time (US & Canada) 570197146894520320,neutral,1.0,,,Delta,,geoffkeegan,,0,"@JetBlue Hi there, any rough idea of when January 2016 flights will be made available?",,2015-02-24 04:22:48 -0800,,Eastern Time (US & Canada) 570195373018505216,negative,1.0,Can't Tell,0.6689,Delta,,PilotFresh,,0,@JetBlue why do this to me sending N598JB to UVF today and its a weekday why not a weekend :'(,,2015-02-24 04:15:45 -0800,Dubai ,Central America 570195036782133248,positive,1.0,,,Delta,,brandyanncakes,,0,@JetBlue why are you always so amazing! #jetblue #trueblue http://t.co/iIMTJxcvLG,,2015-02-24 04:14:25 -0800,boston ma,Atlantic Time (Canada) 570193464467570688,negative,0.6598,Customer Service Issue,0.6598,Delta,,deniseimperial,,0,"@JetBlue, I've experienced better service making connecting flight from @united and @AmericanAir #badcustomerservice #jfk #pr",,2015-02-24 04:08:10 -0800,,Pacific Time (US & Canada) 570192452486889473,neutral,0.6667,,,Delta,,rkflyga,,2,@JetBlue now out of A gates and into main terminal @ DCA. @NATCA members keeping watch from ATCT. #avgeek http://t.co/hPsiEaokwh,,2015-02-24 04:04:08 -0800,KFDK,Eastern Time (US & Canada) 570190438281248768,positive,0.6779999999999999,,,Delta,,joahspearman,,0,@JetBlue great will do once I land in JFK,,2015-02-24 03:56:08 -0800,Austin,Central Time (US & Canada) 570184343857045504,negative,1.0,Customer Service Issue,0.6383,Delta,,skenniston,,0,@JetBlue service getting worse and worse. Plane can't fly waiting on a 2nd aircraft. So much for planning.,"[42.3658858, -71.01423374]",2015-02-24 03:31:55 -0800,"Boston, MA",Eastern Time (US & Canada) 570179466716176384,positive,0.6737,,,Delta,,kbosspotter,,0,@JetBlue haha. TY. Do you know what time that lane opens at Logan?,,2015-02-24 03:12:32 -0800,Logan International Airport,Atlantic Time (Canada) 570174713072369664,neutral,1.0,,,Delta,,DontenPhoto,,0,"@JetBlue Flight 1447 (N351JB) ""JBLU"" arrives at @FlyTPA following flight from Westchester County Airport http://t.co/xX2M2jxQep",,2015-02-24 02:53:39 -0800,"Englewood, Florida",Eastern Time (US & Canada) 570173181727674368,negative,1.0,Customer Service Issue,0.6872,Delta,,kerifischer,,0,@JetBlue no seat assignment 5 mins before a flight...line 20 people deep. Guess I'm sitting with the baggage? @MarinaDomine,,2015-02-24 02:47:34 -0800,"Fort Lauderdale, FL",Central Time (US & Canada) 570168203470446592,neutral,1.0,,,Delta,,peteiuvara,,0,"@JetBlue here we go again, 2nd round trip to CA in a week #TrueBlue",,2015-02-24 02:27:47 -0800,New York,Eastern Time (US & Canada) 570137183442608128,positive,0.6554,,,Delta,,BonnieBitchh,,0,@JetBlue sure is 💙,,2015-02-24 00:24:31 -0800,NYC ,Central Time (US & Canada) 570121321192894464,neutral,1.0,,,Delta,,Ledermuller,,3,@JetBlue wants Customs at Long Beach Airport for future international flights. By @EricBradleyPT http://t.co/J6Hb4JDvER cc: @BrianSumers,,2015-02-23 23:21:29 -0800,Southern California,Pacific Time (US & Canada) 570102708734197760,negative,1.0,Can't Tell,0.6697,Delta,,djcheros,,0,@JetBlue the worst flying experience I've ever suffered through. I'd appreciate my money back.,,2015-02-23 22:07:32 -0800,"Portland, Maine",Eastern Time (US & Canada) 570095219091361792,positive,0.6809,,0.0,Delta,,marcmansfield,,0,"@JetBlue after my second call to customer service and the fifth person I talked to, an amazing rep fixed it in about 5 mins! :) #persistence",,2015-02-23 21:37:46 -0800,, 570093964059156481,neutral,1.0,,,Delta,,BigDdaBasedLord,,0,RT @JetBlue: Our fleet's on fleek. http://t.co/WEZUMDimYF,,2015-02-23 21:32:47 -0800,ClayCo ATL,Central Time (US & Canada) 570088573598355456,positive,1.0,,,Delta,,don_bangs,,0,@JetBlue thanks so much!,,2015-02-23 21:11:22 -0800,, 570087324949864448,negative,1.0,Can't Tell,1.0,Delta,,marcmansfield,,0,@JetBlue my wife sent me a family invite but I never accepted it. She should not be locked into a family account that never got created.,,2015-02-23 21:06:24 -0800,, 570084883332239360,neutral,1.0,,,Delta,,don_bangs,,0,@JetBlue Hey guys do you have a tail number assigned yet to flight 1373 for tomorrow?,,2015-02-23 20:56:42 -0800,, 570084632999428096,negative,0.6988,Customer Service Issue,0.6988,Delta,,marcmansfield,,0,@JetBlue I spent an hour on the phone with customer service only to find out that they can't help. Need help with family pooling asap.,,2015-02-23 20:55:42 -0800,, 570083989601411072,neutral,1.0,,,Delta,,KnockoutOC,,0,At the airport ready to get this @JetBlue red eye going.... Soooooo sleepy. #NoPlaceLikeHome #eventhoughits2degreesathome,"[33.8191302, -118.1455457]",2015-02-23 20:53:09 -0800,New York City,Atlantic Time (Canada) 570083380265689088,negative,0.6721,Can't Tell,0.3361,Delta,,marcmansfield,,0,@JetBlue customer service says since my wife setup a family account that she now can't join mine for a year??? Help me fix please.,,2015-02-23 20:50:44 -0800,, 570079918782095360,negative,0.6858,Flight Attendant Complaints,0.3703,Delta,,williamzitser,,0,@JetBlue full to capacity. I also pid extra for these seats. Perhaps the crew could be more helpful.,,2015-02-23 20:36:58 -0800,NYC,Central Time (US & Canada) 570077234570010624,negative,1.0,Flight Attendant Complaints,0.6718,Delta,,williamzitser,,0,@JetBlue we have. Twice. They said they can't dim those lights. But they did on our first flight.,,2015-02-23 20:26:18 -0800,NYC,Central Time (US & Canada) 570076673162543104,neutral,0.6608,,,Delta,,mOnKofficial,,0,“@JetBlue: @maatkare67 We hope you're still our bae! @TatianaKing @thewayoftheid”haa man,,2015-02-23 20:24:05 -0800,Philadelphia/Cali,Eastern Time (US & Canada) 570076595647426560,neutral,1.0,,,Delta,,sunflwer1975,,0,@JetBlue its domestic I just wanted more of an idea so I don't get surprised.,,2015-02-23 20:23:46 -0800,"Boston, MA",Arizona 570075711433609216,positive,1.0,,,Delta,,MarkGuerra3,,0,@JetBlue That makes two of us! Lol #Blushing,,2015-02-23 20:20:15 -0800,805 CA, 570073705507725313,neutral,1.0,,,Delta,,sunflwer1975,,0,@JetBlue would a storage container like this green one be acceptable to check in with luggage? 18Gal totes http://t.co/mJtK2SFuhG,"[42.36005288, -71.06315559]",2015-02-23 20:12:17 -0800,"Boston, MA",Arizona 570073661241057280,positive,0.6618,,,Delta,,MarkGuerra3,,0,@JetBlue Happy Anniversary!! It's hard to believe you're 15!! You're so young!,,2015-02-23 20:12:06 -0800,805 CA, 570073592848715776,negative,0.6757,Can't Tell,0.3515,Delta,,empiricalco,,0,@JetBlue JFK NYC staff is amazing. The #lax JetBlue... Sending an email with details but it was a disappointing experience @JetBlueCheeps,,2015-02-23 20:11:50 -0800,22nd Century,Pacific Time (US & Canada) 570070740566990848,positive,1.0,,,Delta,,emooreme,,0,@JetBlue #1680 Super smooth flight and landing. Nicely done.,,2015-02-23 20:00:30 -0800,DC SF,Eastern Time (US & Canada) 570068045500194816,neutral,0.6372,,0.0,Delta,,djcheros,,0,@JetBlue try harder. Take a winners attitude to your work.,,2015-02-23 19:49:48 -0800,"Portland, Maine",Eastern Time (US & Canada) 570066859330019329,negative,0.657,Can't Tell,0.657,Delta,,djcheros,,0,@JetBlue you can do better than this. And you can do better for me and all the passengers. #flight108 jfk to pwm.,,2015-02-23 19:45:05 -0800,"Portland, Maine",Eastern Time (US & Canada) 570066554848743424,negative,1.0,Late Flight,1.0,Delta,,djcheros,,0,@JetBlue we would have been up in the air by now. Now our new plane we've been redirected to has mechanical errors aka more delays 2/3,,2015-02-23 19:43:52 -0800,"Portland, Maine",Eastern Time (US & Canada) 570066245195829249,negative,1.0,Late Flight,1.0,Delta,,djcheros,,0,@JetBlue you delay all my flights. Then you redirect my gate. Then you tell me had we stuck with the original gate we would have 1/3,,2015-02-23 19:42:38 -0800,"Portland, Maine",Eastern Time (US & Canada) 570066175008350208,neutral,1.0,,,Delta,,thereal_edwin,,0,“@JetBlue: Our fleet's on fleek. http://t.co/Vxn2J36M7V” this happened,,2015-02-23 19:42:22 -0800,, 570066166930145280,negative,1.0,Damaged Luggage,0.3587,Delta,,DarthVada_R2D2,,0,@JetBlue - Definitely no note from whoever stole from me.,,2015-02-23 19:42:20 -0800,,Atlantic Time (Canada) 570065109961322496,negative,1.0,Customer Service Issue,0.6662,Delta,,DarthVada_R2D2,,0,@JetBlue but the 4 hour policy- when I called and they said I didn't report it soon enough. What would have changed if I had noticed sooner?,,2015-02-23 19:38:08 -0800,,Atlantic Time (Canada) 570063322449616896,negative,0.6196,Can't Tell,0.3152,Delta,,DarthVada_R2D2,,0,@JetBlue - Hopefully that will help someone in the future. Would there have been a different procedure if I had discovered the theft sooner?,,2015-02-23 19:31:01 -0800,,Atlantic Time (Canada) 570061375592136706,negative,1.0,Lost Luggage,0.6666,Delta,,DarthVada_R2D2,,0,@JetBlue - I did that as soon as I realized. Will they try to figure out who is stealing from people's bags? Security cameras? Anything?,,2015-02-23 19:23:17 -0800,,Atlantic Time (Canada) 570060184908910592,negative,1.0,Lost Luggage,1.0,Delta,,DarthVada_R2D2,,0,"@JetBlue - I did, but since I was stranded in SYR without a ride I missed the window of opportunity to have rights in this matter. (4 hours)",,2015-02-23 19:18:33 -0800,,Atlantic Time (Canada) 570059496300548096,negative,1.0,Can't Tell,0.66,Delta,,williampseymour,,1,@JetBlue absolutely no worries. I'm just never flying with you again. Ever. Even I have to hitch hike cross country #passengersarepeople,,2015-02-23 19:15:49 -0800,, 570059462976917507,negative,0.6521,Lost Luggage,0.6521,Delta,,djcheros,,0,@JetBlue DONT LOSE MY LUGGAGE!!!,,2015-02-23 19:15:41 -0800,"Portland, Maine",Eastern Time (US & Canada) 570059116066017280,negative,0.6990000000000001,Flight Booking Problems,0.3611,Delta,,djcheros,,0,@jetblue you just directed me to your mobile website. Where is the direct link? GET IT TOGETHER!,,2015-02-23 19:14:19 -0800,"Portland, Maine",Eastern Time (US & Canada) 570058565974675456,negative,1.0,Can't Tell,1.0,Delta,,djcheros,,0,@JetBlue if I had made as many mistakes as you in as short a period of time. I would I have lost my job at this point!!!,,2015-02-23 19:12:07 -0800,"Portland, Maine",Eastern Time (US & Canada) 570058262743101440,negative,1.0,Customer Service Issue,1.0,Delta,,williampseymour,,0,@JetBlue I understand why ur doing it. But for someone who just traveled 2+ hours to get here early. Relax b4 flight etc. Adv notice maybe??,,2015-02-23 19:10:55 -0800,, 570056726793359360,negative,1.0,Late Flight,1.0,Delta,,djcheros,,0,@JetBlue not one of my four flights this trip has been on time. What the he'll is your companies problem?,,2015-02-23 19:04:49 -0800,"Portland, Maine",Eastern Time (US & Canada) 570051731033235456,neutral,1.0,,,Delta,,JoeDavis913,,0,Stop this madness RT @JetBlue: Our fleet's on fleek. http://t.co/7x9uSbj2FV,,2015-02-23 18:44:58 -0800,, 570050603851710464,neutral,0.6857,,,Delta,,kbosspotter,,0,@JetBlue I can't find a good photo of it... You got one? #goodnight,,2015-02-23 18:40:29 -0800,Logan International Airport,Atlantic Time (Canada) 570049623697461248,positive,1.0,,,Delta,,jennielin,,0,"@JetBlue FYI, I'm onboard #616 comfortably travelling to JFK, seat was no problem as you said. Thanks for making flying more civilized!",,2015-02-23 18:36:35 -0800,"San Francisco, CA",Pacific Time (US & Canada) 570049018820042752,positive,1.0,,,Delta,,kbosspotter,,0,"@JetBlue I like "" Follow @JetBlue """,,2015-02-23 18:34:11 -0800,Logan International Airport,Atlantic Time (Canada) 570048915518533634,neutral,0.6514,,,Delta,,kbosspotter,,0,@JetBlue or she ;),,2015-02-23 18:33:47 -0800,Logan International Airport,Atlantic Time (Canada) 570048890466111488,negative,1.0,Late Flight,1.0,Delta,,MariaZarkadas,,0,@JetBlue @DatingRev mco to lag two hour delay and sitting in Tarmac going on 40 minutes with infants crying on plane!! Get us off this plane,,2015-02-23 18:33:41 -0800,New York, 570048804550004737,negative,1.0,Bad Flight,0.6304,Delta,,DatingRev,,0,"@JetBlue what maintenance? The flight landed from Jamaica, has to go through security then get to term 3 then cleaned then board",,2015-02-23 18:33:20 -0800,"Los Angeles, CA",Eastern Time (US & Canada) 570047938401071105,negative,1.0,Customer Service Issue,0.6809,Delta,,kbosspotter,,0,@JetBlue that's not a answer!,,2015-02-23 18:29:54 -0800,Logan International Airport,Atlantic Time (Canada) 570047651875594240,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue if i ask ask the pilot will he tell me the name of our aiecraft,,2015-02-23 18:28:45 -0800,Logan International Airport,Atlantic Time (Canada) 570047059878936576,neutral,0.6705,,,Delta,,kbosspotter,,0,@JetBlue AIRPORT CODE TEST GO. SLC. BOS MCO,,2015-02-23 18:26:24 -0800,Logan International Airport,Atlantic Time (Canada) 570045153295011841,neutral,1.0,,,Delta,,ms_janedough,,0,“@JetBlue: Our fleet's on fleek. http://t.co/BBM6PAbORt” <<Now THAT is fuckin funny. 😂,,2015-02-23 18:18:50 -0800,Somewhere being productive,Eastern Time (US & Canada) 570044715321569280,neutral,1.0,,,Delta,,DeputyBrans,,0,@JetBlue Do you have any flights with lie flat seating from STL to PDX on or around the date of March 5?,,2015-02-23 18:17:05 -0800,, 570043468321419264,neutral,1.0,,,Delta,,LongBeachPost,,1,@JetBlue formally requests @LBAirport and @LongBeachCity to establish customs facilities for international flights http://t.co/jByVMsOd29,,2015-02-23 18:12:08 -0800,"Long Beach, California",Pacific Time (US & Canada) 570042533679656960,negative,0.3523,Can't Tell,0.3523,Delta,,borywrites,,0,See what you started now @nytimes RT @JetBlue: Our fleet's on fleek. http://t.co/atd2Sm8HF4,,2015-02-23 18:08:25 -0800,The Bronx || Inwood,Eastern Time (US & Canada) 570042339575640066,negative,0.3548,Flight Booking Problems,0.3548,Delta,,sharkb8t,,0,".@JetBlue Navigating through 2 rebooks due to flu & ice to visit my Mother. Your CS reps have been so very helpful, patient and friendly.",,2015-02-23 18:07:39 -0800,"Washington, DC 20003",Eastern Time (US & Canada) 570040888321318912,neutral,1.0,,,Delta,,CougSID,,0,@JetBlue Are all of your flights out of Charleston tomorrow on-time or is there a possibility for delays/Cancelled Flightlations?,,2015-02-23 18:01:53 -0800,"Olympia, WA ✈ Charleston, SC",Eastern Time (US & Canada) 570039630973829120,negative,0.6617,Late Flight,0.6617,Delta,,DatingRev,,0,@JetBlue well our plane just landed at the international terminal... so they announced the 10 pm new time.,,2015-02-23 17:56:53 -0800,"Los Angeles, CA",Eastern Time (US & Canada) 570038962561134594,negative,1.0,Late Flight,0.348,Delta,,carolinerkenny,,0,@JetBlue there were seats but after waiting on hold for 20 minutes they were gone-now she has to stay another night in charleston-very pricy,,2015-02-23 17:54:14 -0800,NYC/RVC/CHS/WASH DC,Central Time (US & Canada) 570037998773018624,negative,1.0,Cancelled Flight,1.0,Delta,,carolinerkenny,,0,"@JetBlue not ok to Cancelled Flight flight 1274 tmrw for ""weather"" & to rebook 4 flight the next day when there is flight tmrw night. no compensation?",,2015-02-23 17:50:24 -0800,NYC/RVC/CHS/WASH DC,Central Time (US & Canada) 570035525761011713,negative,1.0,Late Flight,1.0,Delta,,DatingRev,,0,@JetBlue I guess you weren't able to do anything to improve the time.. and now it looks even Late Flightr.. going to be a #zombie tomorrow,,2015-02-23 17:40:34 -0800,"Los Angeles, CA",Eastern Time (US & Canada) 570032796472778752,neutral,1.0,,,Delta,,therichardkirby,,0,Welp. “@JetBlue: Our fleet's on fleek. http://t.co/kwUEk1uKbC”,,2015-02-23 17:29:44 -0800,Everywhere,Quito 570030390309552128,neutral,1.0,,,Delta,,fromtheleftseat,,0,@JetBlue plan to repair its brand http://t.co/ui9M8YpzH2 via @WSJ,,2015-02-23 17:20:10 -0800,Phoenix AZ,Arizona 570027259999821824,neutral,0.6423,,,Delta,,RogerSaintange,,0,@JetBlue ok is I hope thy the Bahamas next,,2015-02-23 17:07:44 -0800,,Pacific Time (US & Canada) 570025186000539648,neutral,0.6714,,,Delta,,twice_sifted,,0,“@JetBlue: Our fleet's on fleek. http://t.co/7XMaV13G2W” http://t.co/Ela7TNtcIR,,2015-02-23 16:59:29 -0800,Northeast by SoCal by Carolina,Eastern Time (US & Canada) 570023530466840576,positive,0.657,,0.0,Delta,,junglejimboston,,0,"@JetBlue Not trying to make you look bad, on your website it says: ""Due to weather in the Charleston, NC"" Its actually in SC, not NC",,2015-02-23 16:52:54 -0800,"Somerville, MA", 570021779521085440,neutral,1.0,,,Delta,,RobertPiacente,,0,"@JetBlue can your people working this contact me, I have a project in the works.","[40.76262466, -73.73946148]",2015-02-23 16:45:57 -0800,"Long Island, NY",Eastern Time (US & Canada) 570021223482191873,neutral,1.0,,,Delta,,babasnooker,,0,"@JetBlue When chging flight, isit possible to pay the fare difference in dollars when the ticket was bought completely via point redemption?",,2015-02-23 16:43:44 -0800,, 570020255793352704,negative,0.6803,Late Flight,0.6803,Delta,,RobertPiacente,,0,"@JetBlue we're home, you guys recovered, now we can laugh about it and the extra day in barbados. Will you open Cuba soon?","[40.76262285, -73.7394313]",2015-02-23 16:39:54 -0800,"Long Island, NY",Eastern Time (US & Canada) 570018254271463424,negative,1.0,Can't Tell,0.6932,Delta,,4TONEMENT,,0,"@JetBlue Am I the only one who had to look that up? I must be getting old... #damn",,2015-02-23 16:31:56 -0800,,Eastern Time (US & Canada) 570016890996723713,neutral,0.6946,,0.0,Delta,,MCoveteur,,0,Oh yeah? RT @JetBlue: Our fleet's on fleek. http://t.co/FTv2NWWQF1”,,2015-02-23 16:26:31 -0800,"Valsayn, Trinidad",Quito 570016801192456192,neutral,1.0,,,Delta,,RogerSaintange,,0,@JetBlue when are you guys flying it froward in the Bahamas.,,2015-02-23 16:26:10 -0800,,Pacific Time (US & Canada) 570016312610709504,neutral,0.7087,,,Delta,,2emmyz,,0,“@JetBlue: Our fleet's on fleek. http://t.co/M2wSg2olgo” -_-,,2015-02-23 16:24:13 -0800,,Eastern Time (US & Canada) 570012934287568898,positive,1.0,,,Delta,,bostongarden,,0,"@JetBlue Btw, thanks for responding quickly!!",,2015-02-23 16:10:48 -0800,"Boston, Austin, Kansas City ",Eastern Time (US & Canada) 570012849067720704,neutral,1.0,,,Delta,,bostongarden,,0,"@JetBlue No, it's weird!! I picked other cities just to test, those worked...not the one I want. Works on phone though, so I'll use that.",,2015-02-23 16:10:28 -0800,"Boston, Austin, Kansas City ",Eastern Time (US & Canada) 570012000648081409,negative,1.0,Cancelled Flight,1.0,Delta,,PaleoMezzo,,0,@JetBlue flight for tomorrow morning Cancelled Flighted & can't seem to rebook me. They can't even get me a seat. No clear answer on why Cancelled Flighted.,,2015-02-23 16:07:05 -0800,"Isle of Palms, SC",Eastern Time (US & Canada) 570011803389788160,neutral,0.6356,,,Delta,,jenniferbunni,,0,"Listen, im not gonna deny this but... RT @JetBlue: Our fleet's on fleek. http://t.co/eNXV64RkbU",,2015-02-23 16:06:18 -0800,nyc,Eastern Time (US & Canada) 570011200613806082,neutral,1.0,,,Delta,,mmhmmgirl,,0,👉🚪RT @JetBlue: Our fleet's on fleek. http://t.co/dSDEbodmEL,,2015-02-23 16:03:55 -0800,650/415/510, 570010882069151744,positive,1.0,,,Delta,,sicula,,0,@JetBlue you found my camera! Thank you! You rock!,"[41.21681145, -73.12508256]",2015-02-23 16:02:39 -0800,"Stratford, CT",Eastern Time (US & Canada) 570009951474753537,neutral,1.0,,,Delta,,Lets86it,,0,"“@JetBlue: Our fleet's on fleek. http://t.co/g97HAbyeP5” SMH",,2015-02-23 15:58:57 -0800,,Eastern Time (US & Canada) 570009886198796288,neutral,1.0,,,Delta,,MaxNoChain,,0,how sway how “@JetBlue: Our fleet's on fleek. http://t.co/tQc96tKcI9”,,2015-02-23 15:58:41 -0800,"ÜT: 40.645173,-73.898268",Eastern Time (US & Canada) 570009292885123072,neutral,1.0,,,Delta,,hellotweety_,,0,um wut “@JetBlue: Our fleet's on fleek. http://t.co/M4UWcPxtXJ”,,2015-02-23 15:56:20 -0800,,Eastern Time (US & Canada) 570008005774860289,neutral,0.6479,,0.0,Delta,,LethalHuxtable,,0,Alright... Someone has to stop this! RT @JetBlue: Our fleet's on fleek. http://t.co/lchVJoliDg,,2015-02-23 15:51:13 -0800,サマセット、ニュージャージー州,Eastern Time (US & Canada) 570007995813273600,positive,0.6783,,,Delta,,DiscoLemonadeST,,0,Stop. Please. RT @JetBlue: Our fleet's on fleek. http://t.co/EUl6sDURbU,,2015-02-23 15:51:11 -0800,"Houston, TX", 570007685367799808,neutral,1.0,,,Delta,,sassylangosta,,0,@JetBlue SHUT THE DOOR ON YOUR WAY OUT. 🙅,,2015-02-23 15:49:57 -0800,Fl...oating off into space,Eastern Time (US & Canada) 570006917927575552,negative,0.7104,Flight Booking Problems,0.3595,Delta,,babasnooker,,0,@JetBlue does transferring trueblue points within family pooling members cost $? This is after having set up contribution-to-pool already.,,2015-02-23 15:46:54 -0800,, 570002674747367424,positive,1.0,,,Delta,,DatingRev,,0,@JetBlue Gotcha... thanks for the update. I'm ready to go whenever you are :) Enjoy your evening.,,2015-02-23 15:30:02 -0800,"Los Angeles, CA",Eastern Time (US & Canada) 570002509906837504,neutral,1.0,,,Delta,,redbaronfilms,,0,@JetBlue Our non-profit ARC would love tickets as we rely on airlines for extractions in saving abducted children and returning them Home!,,2015-02-23 15:29:23 -0800,hermosa beach california,Pacific Time (US & Canada) 570001825358860289,negative,1.0,Late Flight,1.0,Delta,,DatingRev,,0,"@JetBlue Gotcha... but ""lessening the delay"" ... that part's not happening, right?",,2015-02-23 15:26:39 -0800,"Los Angeles, CA",Eastern Time (US & Canada) 570001706676842497,negative,0.6751,Can't Tell,0.6751,Delta,,rabonour,,0,"Social agencies, this is why we can't have nice things. @JetBlue: Our fleet's on fleek. http://t.co/QRxz0bGbtq",,2015-02-23 15:26:11 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 570001601072652288,neutral,1.0,,,Delta,,NewsTalkFm989,,0,@JetBlue? | RT @WMCActionNews5: New airline expected to make its way to MEM http://t.co/Gbd5R1OlSI,,2015-02-23 15:25:46 -0800,Memphis (901-683-0989),Central Time (US & Canada) 570001601055883265,neutral,0.6333,,,Delta,,AritheGenius,,0,@JetBlue? | RT @WMCActionNews5: New airline expected to make its way to MEM http://t.co/vO3eQsEPqH,,2015-02-23 15:25:46 -0800,Will Work For Music,America/Chicago 570001601051668480,neutral,1.0,,,Delta,,TheMax981,,0,@JetBlue? | RT @WMCActionNews5: New airline expected to make its way to MEM http://t.co/P6eef1zWzc,,2015-02-23 15:25:46 -0800,"Memphis, TN",Central Time (US & Canada) 570001191796678656,positive,0.6714,,,Delta,,DatingRev,,0,"@JetBlue Well, thankfully they've got a nice food court here...When will an update be posted?",,2015-02-23 15:24:08 -0800,"Los Angeles, CA",Eastern Time (US & Canada) 570000250225754114,neutral,1.0,,,Delta,,gabrielabarkho,,0,smh RT @JetBlue: Our fleet's on fleek. http://t.co/IRiXaIfJJX,,2015-02-23 15:20:24 -0800,the tristate,Eastern Time (US & Canada) 570000249910996992,neutral,0.6639,,,Delta,,eragonbooklover,,0,@JetBlue @BucketObolts Same,,2015-02-23 15:20:24 -0800,, 569998019694866432,negative,0.3598,Can't Tell,0.3598,Delta,,KvnLawrence11,,0,“@JetBlue: Our fleet's on fleek. http://t.co/7iM9rHIvyR” Plz stop,,2015-02-23 15:11:32 -0800,Connecticut,Central Time (US & Canada) 569996914546094080,neutral,1.0,,,Delta,,DarrelTranscode,,0,“@JetBlue: Our fleet's on fleek. http://t.co/TnKIXXrxHB” 😂😂,,2015-02-23 15:07:09 -0800,,Amsterdam 569996141753802752,neutral,1.0,,,Delta,,BritishAirNews,,0,"@JetBlue CEO's challenge: appease passengers, Wall Street - The Columbian http://t.co/pG96ys9aSW",,2015-02-23 15:04:04 -0800,UK,Sydney 569994678155780096,neutral,0.6701,,0.0,Delta,,MALTSCHLITZMANN,,0,@JetBlue @weepysweetmonty i heard youre planning on letting people fly in the overhead compartments. why would you do that?,,2015-02-23 14:58:15 -0800,,Eastern Time (US & Canada) 569994012670734336,negative,0.6771,Can't Tell,0.6771,Delta,,DCBein,,0,@JetBlue @MrJustyn I heard companies were studying popular lingo for advertising but this is just depressing and embarrassing.,,2015-02-23 14:55:37 -0800,"Philadelphia, PA", 569993670482644992,negative,0.6954,Can't Tell,0.6954,Delta,,ernest_borg9,,0,STOP @JetBlue,,2015-02-23 14:54:15 -0800,NY,Quito 569992753649729536,negative,1.0,Late Flight,1.0,Delta,,DatingRev,,0,@jetblue any idea what caused the delay on flight 1316 FLL > Jax ?,,2015-02-23 14:50:37 -0800,"Los Angeles, CA",Eastern Time (US & Canada) 569991184120193025,positive,1.0,,,Delta,,brittanylevine,,0,"@JetBlue Worked now, ty",,2015-02-23 14:44:22 -0800,"Los Angeles, Calif.",Pacific Time (US & Canada) 569990330227007488,neutral,0.6633,,,Delta,,ModernDayGatsby,,0,"@JetBlue Im just saying change can be amazing, like Miami. 😉",,2015-02-23 14:40:59 -0800,Long Island, 569989971156860928,negative,0.65,Flight Booking Problems,0.3609,Delta,,brittanylevine,,0,@JetBlue App still saying I can't DM you...,,2015-02-23 14:39:33 -0800,"Los Angeles, Calif.",Pacific Time (US & Canada) 569989575793180672,neutral,0.6616,,0.0,Delta,,mikeEfresh_,,1,😳 LOLOLOLOLOL “@JetBlue: Our fleet's on fleek. http://t.co/YXSwFq9tGP”,,2015-02-23 14:37:59 -0800,New York,Quito 569987608912142337,negative,1.0,Late Flight,1.0,Delta,,djcheros,,0,@JetBlue once again my flight is delayed. I hope I dont miss my connecting. Please don't fuck me... I have a girlfriend -_-,,2015-02-23 14:30:10 -0800,"Portland, Maine",Eastern Time (US & Canada) 569987325347954688,neutral,1.0,,,Delta,,MrDarqCloud,,0,@JetBlue lmfao.,,2015-02-23 14:29:02 -0800,The Road to Damascus,Quito 569985299448795137,neutral,1.0,,,Delta,,ModernDayGatsby,,0,@JetBlue what's good with a Miami terminal?,,2015-02-23 14:20:59 -0800,Long Island, 569984773365612544,neutral,1.0,,,Delta,,dnvnbirch26,,0,“@JetBlue: Our fleet's on fleek. http://t.co/mpi4yuo9jR” Oh word!!!!??????,,2015-02-23 14:18:54 -0800,,Eastern Time (US & Canada) 569984653920210944,neutral,0.6809999999999999,,,Delta,,ericathib,,0,@JetBlue everyone is overreacting. Keep up your swag!,,2015-02-23 14:18:25 -0800,, 569984229393637377,neutral,1.0,,,Delta,,marteeeny12,,0,“@JetBlue: Our fleet's on fleek. http://t.co/5KshTUe6Q0” 😂,,2015-02-23 14:16:44 -0800,V I R G I N I A ! ! ! *804*,Eastern Time (US & Canada) 569983750798516225,neutral,1.0,,,Delta,,paradeinpink,,0,"@JetBlue my mom always said to never settle. If your chips ain't blue, you just won't do.",,2015-02-23 14:14:50 -0800,Somewhere, 569983421549834240,positive,1.0,,,Delta,,lucianosr83,,0,"@JetBlue I would prefer a similar picture but full of E190 tails, but great shot!",,2015-02-23 14:13:32 -0800,Brazil, 569983338880114688,positive,1.0,,,Delta,,paradeinpink,,0,So relieved I'm flying @JetBlue after listening to everyone at the neighboring gate bitch about Spirit. My airline's better than yours.,,2015-02-23 14:13:12 -0800,Somewhere, 569979057028227072,positive,0.6804,,0.0,Delta,,Redray18,,0,“@JetBlue: Our fleet's on fleek. http://t.co/g12sn5qsqZ”- no... Yall better than this,,2015-02-23 13:56:11 -0800,, 569978798906716161,neutral,1.0,,,Delta,,carlos2316,,6,“@JetBlue: Our fleet's on fleek. http://t.co/LSYbgLF59j” let's keep it professional,,2015-02-23 13:55:10 -0800,BWI,Eastern Time (US & Canada) 569978537953902592,positive,1.0,,,Delta,,sixfortheroad,,0,"@JetBlue We had 2 great flights into and out of the Bahamas, even during the bad weather in the northeast, thanks for the great service!!!",,2015-02-23 13:54:07 -0800,,Atlantic Time (Canada) 569977974176378880,neutral,1.0,,,Delta,,todayfeelsgood,,0,"OMGee!!! @JetBlue #OnFleek Why @JetBlue Why?!? 😭😁😆😵 How many people even know what that means, lol?",,2015-02-23 13:51:53 -0800,"Honolulu, Hawaii",Hawaii 569977517945126912,neutral,0.6909,,,Delta,,BritishAirNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/fW3cy8HGdJ,,2015-02-23 13:50:04 -0800,UK,Sydney 569977008077148161,negative,0.3707,Customer Service Issue,0.3707,Delta,,BKWIL,,0,@JetBlue received a voucher but if you want to improve relations be up front with passengers.,,2015-02-23 13:48:03 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569973084398100480,neutral,1.0,,,Delta,,Invxsxble_Bxlly,,0,“@JetBlue: Our fleet's on fleek. http://t.co/aJM3BhJVaa” #foh,,2015-02-23 13:32:27 -0800,"Slum Village, NY",Quito 569968565513625600,positive,1.0,,,Delta,,Juliacsk,,0,@JetBlue: So excited to hear about your move towards international travel from Long Beach Airport!,,2015-02-23 13:14:30 -0800,Los Angeles,Pacific Time (US & Canada) 569968197224439809,neutral,0.6598,,0.0,Delta,,BKWIL,,0,@JetBlue two rows,,2015-02-23 13:13:02 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569968117037707264,neutral,1.0,,,Delta,,makzaynugget,,0,“@JetBlue: Our fleet's on fleek. http://t.co/tEjrN09tfw” NOOOOOOOOOOOOOOOOOO,,2015-02-23 13:12:43 -0800,usually home,Melbourne 569968023592943616,neutral,1.0,,,Delta,,DavidAlfieWard,,0,"@JetBlue hi guys, do you have a general enquires email address please? Thanks David.",,2015-02-23 13:12:20 -0800,London UK & USA, 569967910417866752,positive,0.6973,,,Delta,,DoubleBox,,0,@JetBlue Thanks so much for talking to me! The article about #Twitter chats came out great! http://t.co/rKorHvR9z1 #contentmarketing,,2015-02-23 13:11:53 -0800,"Austin, TX",Central Time (US & Canada) 569967834203189248,negative,1.0,Late Flight,1.0,Delta,,BKWIL,,0,@JetBlue three hours on s delayed flight staring a blank screen. At least a heads up so you could download a movie,,2015-02-23 13:11:35 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569967159549534208,negative,1.0,Can't Tell,1.0,Delta,,TB12FAN,,0,@jetblue I hate you for this 😒 https://t.co/g4WwR6VBRQ,,2015-02-23 13:08:54 -0800,MichaelKay Ward DeLa Hoya HHH, 569966440381595648,neutral,0.6675,,0.0,Delta,,blaaksuedepumps,,0,HA! “@JetBlue: Our fleet's on fleek. http://t.co/zQuTUS7epW”,,2015-02-23 13:06:03 -0800,Bey-Land. Eagle Nation.,Eastern Time (US & Canada) 569966215621246976,negative,1.0,Bad Flight,0.6429,Delta,,BKWIL,,0,@JetBlue you really should be more proactive with passengers when you know the entertainment system isn't working. At least let me get a mag,,2015-02-23 13:05:09 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569965774498095105,neutral,1.0,,,Delta,,geeseNquackers,,0,@JetBlue hi I flew with your airline once in Australia and saw zero kangaroos. Had this been rectified,,2015-02-23 13:03:24 -0800,Glasgow, 569964286954618880,neutral,1.0,,,Delta,,TylerNarducci_,,0,No they didn't -.- “@JetBlue: Our fleet's on fleek. http://t.co/58B7swRpmq”,,2015-02-23 12:57:30 -0800,Miami Beach FL,Eastern Time (US & Canada) 569963701987450880,neutral,0.6915,,0.0,Delta,,jerome_marie,,0,😂😂😂 “@JetBlue: Our fleet's on fleek. http://t.co/BBaONx9txD”,,2015-02-23 12:55:10 -0800,at Lil Kim's House ,Central Time (US & Canada) 569963064495366145,neutral,1.0,,,Delta,,heyheyman,,0,@JetBlue How do I know if my flight was deemed a dark flight?,,2015-02-23 12:52:38 -0800,"Boston, MA",Eastern Time (US & Canada) 569962605671919616,neutral,1.0,,,Delta,,iGoAtNecks,,0,Bruh “@JetBlue: Our fleet's on fleek. http://t.co/W9BQiw0aou”,,2015-02-23 12:50:49 -0800,New Orleans ,Mountain Time (US & Canada) 569962417876131840,neutral,1.0,,,Delta,,BritishAirNews,,0,"@JetBlue CEO battles to appease passengers, investors - Toledo Blade http://t.co/R4xJXQRX1z",,2015-02-23 12:50:04 -0800,UK,Sydney 569962078791979009,neutral,0.6739,,0.0,Delta,,heyheyman,,0,@JetBlue How can I check that? I do not believe I was given a credit for that automatically. :/,,2015-02-23 12:48:43 -0800,"Boston, MA",Eastern Time (US & Canada) 569961886046760961,neutral,0.6479,,,Delta,,TorriNichelle,,0,“@JetBlue: Our fleet's on fleek. http://t.co/HovuAIsG16” WTF 😂😂😂😂,,2015-02-23 12:47:57 -0800,instagram:Torrinichelle,Pacific Time (US & Canada) 569961785509478400,neutral,1.0,,,Delta,,soulfullypoetic,,0,"Lol, k. “@JetBlue: Our fleet's on fleek. http://t.co/IUX94Rgc83”",,2015-02-23 12:47:33 -0800,"Wherever the bacon is, USA",Quito 569961511440879616,neutral,1.0,,,Delta,,Kameo_12,,0,“@JetBlue: Our fleet's on fleek. http://t.co/XX5QSCjlL1” @BrandsSayingBae #Freberg15,,2015-02-23 12:46:28 -0800,"Cadiz/Louisville, Kentucky",Mountain Time (US & Canada) 569961185107431425,negative,0.6912,Late Flight,0.3456,Delta,,fash_geek,,0,"Noooo don't do it, please don't do it 😩RT @JetBlue: Our fleet's on fleek. http://t.co/lsxJI0oUvR”",,2015-02-23 12:45:10 -0800,,Quito 569961170389618688,neutral,0.3488,,0.0,Delta,,Alovepoet,,0,“@JetBlue: Our fleet's on fleek. http://t.co/pr3OeBC2N2” lol wut?,,2015-02-23 12:45:07 -0800,CA/NJ,Pacific Time (US & Canada) 569960833884803072,neutral,0.6771,,0.0,Delta,,NaijaMane,,0,............. RT @JetBlue: Our fleet's on fleek. http://t.co/X7iLzqdwe2,,2015-02-23 12:43:46 -0800,Flexin in Zamunda,Central Time (US & Canada) 569960635376766976,neutral,0.7065,,,Delta,,10Eshaa,,0,“@JetBlue: Our fleet's on fleek. http://t.co/4LlWi5oxvO” lmfaooooo hook me up with a flight!,,2015-02-23 12:42:59 -0800,St. John's ,Eastern Time (US & Canada) 569960497312768000,neutral,0.6744,,,Delta,,Bergyonce,,0,“@JetBlue: Our fleet's on fleek. http://t.co/FVYzjLDTON” 🚶🚶🚶🚶,,2015-02-23 12:42:26 -0800,"Melbourne, Aus",Melbourne 569960350876979200,neutral,0.6471,,0.0,Delta,,jennijelsing,,0,@JetBlue Indeed. It was not 😉.,,2015-02-23 12:41:51 -0800,"Portland, OR",Pacific Time (US & Canada) 569960010249334784,negative,1.0,Bad Flight,0.6809,Delta,,heyheyman,,0,@JetBlue We had some major plane-wide DirectTV issues yesterday. System kept being reset by crew member.,,2015-02-23 12:40:30 -0800,"Boston, MA",Eastern Time (US & Canada) 569959737246109696,negative,1.0,Customer Service Issue,0.636,Delta,,krystlemark,,0,@JetBlue Not helping since there's a bunch of us trying to get off at the same time.,,2015-02-23 12:39:25 -0800,,Alaska 569959406927945728,neutral,1.0,,,Delta,,kevingrout,,0,@JetBlue Need to get my 3-yr-old to Nassau (from SEA) to meet her great-granny she was named after - who just turned 103. #FlyingitForward,,2015-02-23 12:38:06 -0800,"Victoria, BC, Canada",Eastern Time (US & Canada) 569959283934277633,neutral,0.7158,,,Delta,,heyheyman,,0,@JetBlue Just got the time to reply and share my thoughts in greater detail via web form.,,2015-02-23 12:37:37 -0800,"Boston, MA",Eastern Time (US & Canada) 569959200891252736,neutral,0.6429,,,Delta,,DillonJaden,,2,YASSSSS. Da Fuccc- RT @JetBlue: Our fleet's on fleek. http://t.co/oAJ5mnuchA,,2015-02-23 12:37:17 -0800,WAITIN AT THE DOE,Eastern Time (US & Canada) 569959122331836416,positive,1.0,,,Delta,,nickj1399,,0,@JetBlue you guys operate a world class company and for that I thank you,,2015-02-23 12:36:58 -0800,, 569958895700959232,neutral,0.7084,,0.0,Delta,,ChristianJPerez,,0,“@JetBlue: Our fleet's on fleek. http://t.co/we7Pf5Ll1Y” lol!!!!!,,2015-02-23 12:36:04 -0800,,Central Time (US & Canada) 569958873819279360,neutral,0.6748,,,Delta,,Frenchie_dlaz,,0,Oh wow. #sm “@JetBlue: Our fleet's on fleek. http://t.co/l0i8fnz3KU”,,2015-02-23 12:35:59 -0800,"Phoenix, AZ // NJ",Atlantic Time (Canada) 569958588837285890,neutral,1.0,,,Delta,,UAKShine,,0,#Real RT @JetBlue: Our fleet's on fleek. http://t.co/ERzht75kqZ,,2015-02-23 12:34:51 -0800,Bushmansted,Quito 569958349514485760,negative,1.0,Late Flight,0.6923,Delta,,krystlemark,,0,@JetBlue we haven't even gotten off the plane yet! I can't afford to miss my flight back to Boston! Ugh.,,2015-02-23 12:33:54 -0800,,Alaska 569958127258497025,negative,0.6989,Can't Tell,0.3763,Delta,,nnimrodd,,0,"Sorry for unfollowing, @JetBlue","[51.54381448, -0.00116722]",2015-02-23 12:33:01 -0800,,London 569957235033399297,negative,1.0,Late Flight,0.3597,Delta,,krystlemark,,0,@JetBlue We just landed in Vegas but not allowed to leave the plane just yet. Thanks for making me miss my flight at 1 pm. #fustrated,,2015-02-23 12:29:28 -0800,,Alaska 569957094788624384,positive,1.0,,,Delta,,Ptesher5,,0,"@JetBlue loved the service from the staff at Newark today. Good service goes along way. I appreciate your preciation Nj ✈️Tampa 🔵🔵🔵",,2015-02-23 12:28:55 -0800,,Quito 569956617988345856,neutral,1.0,,,Delta,,AsthmaticNympho,,3,Why lord why“@JetBlue: Our fleet's on fleek. http://t.co/nlzS1Ehnee”,,2015-02-23 12:27:01 -0800, D(MD)V ✈️ NYC ✈️ Germany,Eastern Time (US & Canada) 569954824265076737,neutral,1.0,,,Delta,,OhGreat_Aldana,,0,"“@JetBlue: Our fleet's on fleek. http://t.co/pa7dCjXlzL” C'mon fam😭😭 just. No. Ok?",,2015-02-23 12:19:54 -0800,,Eastern Time (US & Canada) 569954556001566721,neutral,0.6842,,,Delta,,dslreyes,,0,@JetBlue lord...,,2015-02-23 12:18:50 -0800,"Brooklyn, NY",Pacific Time (US & Canada) 569954393216454656,neutral,1.0,,,Delta,,FeelinFahad,,0,You don't have to do this “@JetBlue: Our fleet's on fleek. http://t.co/iZfofgjzUi”,,2015-02-23 12:18:11 -0800,,Mountain Time (US & Canada) 569953847797530624,neutral,0.7029,,0.0,Delta,,EmilyTetreault,,0,@JetBlue when can we start Flight Booking Problems flights for November?,,2015-02-23 12:16:01 -0800,, 569953507874373632,neutral,0.6632,,,Delta,,princesslynessa,,0,“@JetBlue: Our fleet's on fleek. http://t.co/cRFrwpc1Sx”😂😂😂,,2015-02-23 12:14:40 -0800,, 569953259479277568,positive,0.3421,,0.0,Delta,,woodywhitehurst,,0,Don't show these to Larry Fedora. RT @JetBlue: Our fleet's on fleek. http://t.co/qqlzk2jkzR,,2015-02-23 12:13:40 -0800,Tiger Town, 569953001751732225,neutral,0.6247,,0.0,Delta,,iheartileshia,,2,NO“@JetBlue: Our fleet's on fleek. http://t.co/UgFCKErmrW”,,2015-02-23 12:12:39 -0800,Joja,Quito 569952664445808640,neutral,0.6838,,0.0,Delta,,Paul_Bautista,,0,“@JetBlue: Our fleet's on fleek. http://t.co/RLWBJ80mA5” r u serious,,2015-02-23 12:11:19 -0800,"Union City, CA",Pacific Time (US & Canada) 569952605721337856,neutral,0.6447,,,Delta,,NerdyWonka,,1,Why we can't have nice things. RT @JetBlue: Our fleet's on fleek. http://t.co/HP9RPPCvHx,,2015-02-23 12:11:05 -0800,,Central Time (US & Canada) 569952340612149250,neutral,1.0,,,Delta,,brittneythebee,,0,😂😂 RT @JetBlue: Our fleet's on fleek. http://t.co/rinzYSK6kI,,2015-02-23 12:10:01 -0800,Courtside or the 50yd Line,Quito 569952252087177216,neutral,0.6837,,0.0,Delta,,WINEcoloredKISS,,0,“@JetBlue: Our fleet's on fleek. http://t.co/1incNCaV4n” - wow,,2015-02-23 12:09:40 -0800,Memphis to Alabama. ,Central Time (US & Canada) 569951324508446721,positive,0.6454,,,Delta,,MizzCandy09,,0,@JetBlue lolol @s_myc88,,2015-02-23 12:05:59 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569951211471962112,positive,0.654,,,Delta,,PeterSGreenberg,,4,@JetBlue shows us their sense of humor with these tongue-in-cheek flight etiquette videos: http://t.co/GGuAA1JvDF,,2015-02-23 12:05:32 -0800,,Alaska 569950913554620416,negative,0.6541,Can't Tell,0.3367,Delta,,AbeFroman,,18,"Just in case you needed confirmation that ""on fleek"" is dead & gone. RT @JetBlue: Our fleet's on fleek. http://t.co/G4O6yX7TMJ",,2015-02-23 12:04:21 -0800,Sunny Cali by way of NYC,Pacific Time (US & Canada) 569950766389182464,neutral,0.6709,,,Delta,,YoungChipotle,,0,but why RT @JetBlue: Our fleet's on fleek. http://t.co/W0HOAewhwS,,2015-02-23 12:03:46 -0800,new york,Eastern Time (US & Canada) 569950567663050752,negative,0.6442,Can't Tell,0.345,Delta,,Baldeebynature,,0,@JetBlue *fights air*,,2015-02-23 12:02:59 -0800,,Atlantic Time (Canada) 569950348908982273,neutral,0.3636,,0.0,Delta,,chamonille,,0,“@JetBlue: Our fleet's on fleek. http://t.co/Q16Xvwg0L6” .... I have to refrain what I want to say,,2015-02-23 12:02:07 -0800,THE ROCK - hive,Alaska 569949718832398339,neutral,1.0,,,Delta,,BLMC88,,0,“@JetBlue: Our fleet's on fleek. http://t.co/dxn58rxDkS”@jameskraw see.,,2015-02-23 11:59:36 -0800,WNY,Eastern Time (US & Canada) 569949588527775744,neutral,1.0,,,Delta,,NinjaNik,,6,STAHHPPP!!! RT @JetBlue: Our fleet's on fleek. http://t.co/VHFJGneOZO,,2015-02-23 11:59:05 -0800,Floating in the Pacific,Pacific Time (US & Canada) 569949297220980737,negative,0.6561,Can't Tell,0.33299999999999996,Delta,,BreezyAintEZ,,0,No JetBlue… Just… no “@JetBlue: Our fleet's on fleek. http://t.co/mB3IPGs8zQ”,,2015-02-23 11:57:56 -0800,"Ft. Lauderdale-Davie, Fl",Eastern Time (US & Canada) 569949217843605504,negative,0.6582,Can't Tell,0.6582,Delta,,swingkennedy,,0,"Brands: Stop this shit. No, stop. RT @JetBlue Our fleet's on fleek. http://t.co/sKEbqKtxvX",,2015-02-23 11:57:37 -0800,Kansas City/Milwaukee,Eastern Time (US & Canada) 569948928864600064,neutral,0.6926,,0.0,Delta,,akaTrig,,0,Too Late Flight. RT “@JetBlue: Our fleet's on fleek. http://t.co/nJ5Ga1gds5”,,2015-02-23 11:56:28 -0800,Bawston,Eastern Time (US & Canada) 569948808320315392,neutral,0.6869,,0.0,Delta,,BenDiesAtTheEnd,,1,Who did this?!?!“@JetBlue: Our fleet's on fleek. http://t.co/kHZrCCyp2A”,,2015-02-23 11:55:59 -0800,dayton ohio,Eastern Time (US & Canada) 569948710370717696,negative,0.6503,Can't Tell,0.6503,Delta,,GRIFFthePIFF,,0,This shits gotta stop RT @JetBlue: Our fleet's on fleek. http://t.co/PEQ90pqMpp,,2015-02-23 11:55:36 -0800,"Poughkeepsie,NY-Manayunk,PA",Quito 569948686228295681,positive,0.6556,,,Delta,,kbosspotter,,0,@JetBlue true. Maybe. Wish I had expedited security haha,,2015-02-23 11:55:30 -0800,Logan International Airport,Atlantic Time (Canada) 569948353003446274,neutral,0.6404,,,Delta,,kileyywill,,0,@JetBlue i hate the internet lol,,2015-02-23 11:54:11 -0800,"Tallahassee, FL",Atlantic Time (Canada) 569948345583562752,positive,0.6436,,,Delta,,DjRookieBear,,0,Why “@JetBlue: Our fleet's on fleek. http://t.co/a7NvbJ8ipx”,,2015-02-23 11:54:09 -0800,"El Paso, TX",Mountain Time (US & Canada) 569948225278480384,negative,0.6455,Can't Tell,0.6455,Delta,,imavip,,0,"C'mon, this is worse than JetBae. RT @JetBlue Our fleet's on fleek. https://t.co/yZXfe7au22",,2015-02-23 11:53:40 -0800,"New York, NY | Washington, DC",Eastern Time (US & Canada) 569948212607393792,neutral,1.0,,,Delta,,DarrenMcsadden,,0,Welllllll.... RT @JetBlue: Our fleet's on fleek. http://t.co/dHHomG2kiX,,2015-02-23 11:53:37 -0800,,Pacific Time (US & Canada) 569948131397410816,neutral,0.6827,,,Delta,,_LadyCEO_,,0,“@JetBlue: Our fleet's on fleek. http://t.co/gHJBp5Gg67” why,,2015-02-23 11:53:18 -0800,FL Girl ✈️ DC Livin,Central Time (US & Canada) 569947823426441216,neutral,1.0,,,Delta,,JohnnyAime,,0,Peak #Caucasity RT @JetBlue Our fleet's on fleek. http://t.co/cSNRPVY9b9,,2015-02-23 11:52:04 -0800,"Queens, New York",Atlantic Time (Canada) 569947699471974400,negative,1.0,Can't Tell,1.0,Delta,,BuayMeetsWorld,,0,I hate you all. RT @JetBlue: Our fleet's on fleek. http://t.co/uTdfqF5WPA,,2015-02-23 11:51:35 -0800,,Central Time (US & Canada) 569947618413031424,positive,0.38299999999999995,,0.0,Delta,,CantBeJohn,,0,Power Moves RT @JetBlue: Our fleet's on fleek. http://t.co/t9s68korSN,,2015-02-23 11:51:16 -0800,,Eastern Time (US & Canada) 569947518655721472,negative,0.6535,Can't Tell,0.6535,Delta,,VisualQue,,0,Sir. RT @JetBlue: Our fleet's on fleek. http://t.co/F5IXyw8XyB,,2015-02-23 11:50:52 -0800,"Baltimore, Maryland",Atlantic Time (Canada) 569947514633191424,negative,0.6887,Cancelled Flight,0.3757,Delta,,Austin_C_Lewis,,0,STOP THIS “@JetBlue: Our fleet's on fleek. http://t.co/Ac6zwmuOOn”,"[34.09548421, -81.20955847]",2015-02-23 11:50:51 -0800,"Columbia, SC",Eastern Time (US & Canada) 569947476830101504,neutral,1.0,,,Delta,,Milkman__Dead,,0,JetBlue reading the NYTimes. “@JetBlue: Our fleet's on fleek. http://t.co/lvIrTDtqly”,,2015-02-23 11:50:42 -0800,New Yawk,Pacific Time (US & Canada) 569947389383065600,negative,0.7021,Customer Service Issue,0.3723,Delta,,patricklundy,,1,"Stop the madness ""@JetBlue: Our fleet's on fleek. http://t.co/Q5a7jtkI5K”",,2015-02-23 11:50:21 -0800,,Eastern Time (US & Canada) 569947367203450880,neutral,1.0,,,Delta,,yungmetropcs,,0,@JetBlue why bro,,2015-02-23 11:50:16 -0800,,Eastern Time (US & Canada) 569947357787385859,neutral,0.6703,,,Delta,,MrYoungScholar,,0,“@JetBlue: Our fleet's on fleek. http://t.co/uKM4e99Dz0” lmaoooo 😂😂😂😂,,2015-02-23 11:50:13 -0800,Eternity|GOMAB,Eastern Time (US & Canada) 569947356428419073,neutral,0.6501,,0.0,Delta,,TaocHoddock,,0,.@JetBlue Delete this tweet.,,2015-02-23 11:50:13 -0800,Denmark,Amsterdam 569947332135018496,neutral,1.0,,,Delta,,mdattaro,,0,“@JetBlue: Our fleet's on fleek. http://t.co/y5qE9HcQzT” why.,,2015-02-23 11:50:07 -0800,"College Park, MD",Eastern Time (US & Canada) 569947331241639936,neutral,0.6939,,,Delta,,kbosspotter,,0,@JetBlue well duh. My grandfather just got hired as a TSA agent and currently at PWM!,,2015-02-23 11:50:07 -0800,Logan International Airport,Atlantic Time (Canada) 569947151339429889,positive,0.667,,,Delta,,iii_am_mee,,0,Lmfaooo “@JetBlue: Our fleet's on fleek. http://t.co/1G9RnmYUQe”,,2015-02-23 11:49:24 -0800,Friend Zone ,Quito 569946477356818432,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue also. My party { me and my sister and mom} are on three separate reservations. Will TSA lets us go through together or alone.,,2015-02-23 11:46:43 -0800,Logan International Airport,Atlantic Time (Canada) 569946372901707776,negative,1.0,Can't Tell,1.0,Delta,,maatkare67,,0,@JetBlue @TatianaKing @thewayoftheid I feel only a few free travel vouchers will assuage my indignation.,,2015-02-23 11:46:19 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569946008840491008,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue is there also a way I can get a printed one for my records? I keep them whenever I fly ;),,2015-02-23 11:44:52 -0800,Logan International Airport,Atlantic Time (Canada) 569945451564277760,neutral,0.6754,,,Delta,,kbosspotter,,0,@JetBlue window exits give it away.,,2015-02-23 11:42:39 -0800,Logan International Airport,Atlantic Time (Canada) 569945380198203392,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue when I check in tomorrow morning for my flight on wens can I automatically add it to passbook?,,2015-02-23 11:42:22 -0800,Logan International Airport,Atlantic Time (Canada) 569944919894327297,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue .. { it's all a320's right?},,2015-02-23 11:40:32 -0800,Logan International Airport,Atlantic Time (Canada) 569943785905332225,neutral,0.631,,0.0,Delta,,Pay_Olaa,,0,Who Okay'd this?!?! RT @JetBlue Our fleet's on fleek. http://t.co/knUVuOVhub,,2015-02-23 11:36:02 -0800,Gates Ave- Brooklyn,Arizona 569942703494070272,positive,0.3499,,0.0,Delta,,SeanUppercut,,0,"""LOL you guys are so on it"" - me, had this been 4 months ago...“@JetBlue: Our fleet's on fleek. http://t.co/LYcARlTFHl”",,2015-02-23 11:31:44 -0800,"Detroit, MI",Quito 569942253365534721,positive,1.0,,,Delta,,kelving525,,0,"@JetBlue wow, keeping up with the times...",,2015-02-23 11:29:56 -0800,, 569941529902641153,neutral,0.6837,,0.0,Delta,,HalcyonFatou,,0,..... Can you not? “@JetBlue: Our fleet's on fleek. http://t.co/udPq0flIQo”,,2015-02-23 11:27:04 -0800,FL,Atlantic Time (Canada) 569941344053018625,negative,1.0,Customer Service Issue,0.6645,Delta,,JeremyVCruz,,0,@JetBlue You respond to complaints about cultural appropriation with more of it!? You're now below Spirit Airlines on my fly list.,,2015-02-23 11:26:20 -0800,No soy de aquí ni soy de allá,Atlantic Time (Canada) 569941314713726976,neutral,0.6525,,,Delta,,Youdownwith_LNV,,0,😩😩😩 “@JetBlue: Our fleet's on fleek. http://t.co/46am1BSi2G”,,2015-02-23 11:26:13 -0800,Philly,Eastern Time (US & Canada) 569940998035345408,negative,0.6754,Customer Service Issue,0.3509,Delta,,krystlemark,,0,@JetBlue Not really. I have a flight to catch at 1 pm in Vegas. I'm praying I don't miss the flight!,,2015-02-23 11:24:57 -0800,,Alaska 569940702425169920,neutral,0.6617,,0.0,Delta,,ohhnamrata,,0,No. RT @JetBlue Our fleet's on fleek.,,2015-02-23 11:23:47 -0800,NYC,Eastern Time (US & Canada) 569940579221504001,neutral,1.0,,,Delta,,SupaDR3,,0,Really ? 😑“@JetBlue: Our fleet's on fleek. http://t.co/V5QWkYXSW6”,,2015-02-23 11:23:17 -0800,Land of the ✌️free✌️,Eastern Time (US & Canada) 569940226984042496,neutral,0.6546,,0.0,Delta,,TheFootPrince,,0,@JetBlue tell the truth - this is a pic of your social media community managers isn't it? http://t.co/e2AXlqzWvh,,2015-02-23 11:21:53 -0800,NJ and NYC,Eastern Time (US & Canada) 569939966584852480,negative,1.0,Can't Tell,0.6702,Delta,,ChuckDLC,,0,@JetBlue @martysg Spoke to Corp. Customer Support already. Shame. Probably a reasonable and cheaper resolution to be had. Regards,,2015-02-23 11:20:51 -0800,, 569939932191559680,neutral,0.3505,,0.0,Delta,,LonSoCal,,0,@JetBlue lol the fleet on fleek... i see yall ballin... new jets on deck..,,2015-02-23 11:20:43 -0800, Tally,Eastern Time (US & Canada) 569939924964630528,neutral,1.0,,,Delta,,SuziCharmichael,,0,“@JetBlue: Our fleet's on fleek. http://t.co/jm4GeyXbY5”LOL,,2015-02-23 11:20:41 -0800,,Eastern Time (US & Canada) 569939614175248384,negative,1.0,Late Flight,0.6709,Delta,,Blacknificence,,0,We didn't need this. RT @JetBlue: Our fleet's on fleek. http://t.co/cpZB285o71,,2015-02-23 11:19:27 -0800,Vuhginyah ,Central Time (US & Canada) 569939611650166785,positive,1.0,,,Delta,,bostongarden,,0,I always look forward to JB RT @JetBlue: @bostongarden :) Looking forward to welcoming you onboard! 💙,,2015-02-23 11:19:27 -0800,"Boston, Austin, Kansas City ",Eastern Time (US & Canada) 569939532096925697,neutral,1.0,,,Delta,,SkeezeeWonder,,0,BLOCK ME BIKE RT @JetBlue: Our fleet's on fleek. http://t.co/2z3hGqPRSG,,2015-02-23 11:19:08 -0800,From Capitol Heights With Love,Eastern Time (US & Canada) 569939494465462272,negative,1.0,Late Flight,1.0,Delta,,TheRealOx,,0,@JetBlue any info on why flight 704 from SJU to JFK is already delayed 2 1/2 hours?,,2015-02-23 11:18:59 -0800,,Eastern Time (US & Canada) 569939458965032963,neutral,0.6709,,0.0,Delta,,JsLife23,,0,"@JetBlue Awww man...but I need to buy this ticket today and be home the 1st of March Where do I go for this...or can you assist me ?",,2015-02-23 11:18:50 -0800,, 569939281084583937,negative,0.3598,Can't Tell,0.3598,Delta,,khanman96,,0,“@JetBlue: Our fleet's on fleek. http://t.co/vw2v8GVnGq” 😐😑,,2015-02-23 11:18:08 -0800,The Friendzone, 569939265154617344,neutral,1.0,,,Delta,,RascoePattie,,0,@JetBlue which type plane is flt 1065 from bos to rsw?,,2015-02-23 11:18:04 -0800,, 569939057247023104,neutral,0.6667,,0.0,Delta,,Russ_FTW,,1,😕 RT @JetBlue: Our fleet's on fleek. http://t.co/4KH92mKoTZ,,2015-02-23 11:17:14 -0800,"kingston, jamaica ",Central Time (US & Canada) 569938880495026176,positive,0.7124,,,Delta,,JsLife23,,0,@JetBlue toss this ticket...it's great PR and I'm sure every college student following me will be willing to rock out wit too 👀👀,,2015-02-23 11:16:32 -0800,, 569938848156930050,neutral,1.0,,,Delta,,findyaedges,,0,You know what ... RT “@JetBlue: Our fleet's on fleek. http://t.co/WJYAs2D94n”,,2015-02-23 11:16:25 -0800,ON. ,Central Time (US & Canada) 569938845111848961,neutral,0.6495,,0.0,Delta,,twiterston,,0,Please explain …….. “@JetBlue: Our fleet's on fleek. http://t.co/vOsIzh17sl”,,2015-02-23 11:16:24 -0800,1 of the 50,Central Time (US & Canada) 569938796986433537,negative,1.0,Can't Tell,0.6908,Delta,,RissaMaeLynn,,0,@JetBlue I'm sick of y'all.,,2015-02-23 11:16:12 -0800,oh so magical.,Bangkok 569938767860994048,neutral,0.6591,,0.0,Delta,,miss_smiley10,,0,"😒 ""@JetBlue: Our fleet's on fleek. http://t.co/K66SRFnw77”",,2015-02-23 11:16:05 -0800,Washington D.C. / Chicago,Eastern Time (US & Canada) 569938559836299264,neutral,1.0,,,Delta,,RBS2,,0,“@JetBlue: Our fleet's on fleek. http://t.co/XASPqDsqhE”,,2015-02-23 11:15:16 -0800,"ÜT: 33.464681,-84.173362",Eastern Time (US & Canada) 569938470824574976,positive,1.0,,,Delta,,DivineMinded,,0,“@JetBlue: Our fleet's on fleek. http://t.co/3kVkd8yRxa” + lol wow,,2015-02-23 11:14:55 -0800,Raising Through 7,Eastern Time (US & Canada) 569938450633388032,neutral,1.0,,,Delta,,mcmahon0074,,0,@JetBlue with 3 kids and 11 days 340 + doesn't work and it's months in advance,,2015-02-23 11:14:50 -0800,some where in massachusetts , 569938303694319616,neutral,0.6907,,,Delta,,MelechT,,4,*On the brink of bankruptcy. “@JetBlue: Our fleet's on fleek. http://t.co/01ldxn3QqQ”,,2015-02-23 11:14:15 -0800,DMV,Central Time (US & Canada) 569938090510454784,neutral,0.6637,,0.0,Delta,,JsLife23,,0,"@JetBlue ....you haven't got me just yet Can a 1 way LAX-NYC cost me under 190?",,2015-02-23 11:13:24 -0800,, 569937905872822272,neutral,1.0,,,Delta,,Six8theGreat,,0,X__x RT @JetBlue: Our fleet's on fleek. http://t.co/xxppZo88j1,,2015-02-23 11:12:40 -0800,Thanks for asking, 569937891788505088,neutral,0.3556,,0.0,Delta,,JsLife23,,0,"@JetBlue Or... ....how about a 1way LAX-NYC(area) under 190?! Is this possible ?",,2015-02-23 11:12:36 -0800,, 569937862109450240,neutral,1.0,,,Delta,,Mz_Undrst00d,,0,“@JetBlue: Our fleet's on fleek. http://t.co/CXTTxV2lMP” 😒,,2015-02-23 11:12:29 -0800,Buck Guy City,Eastern Time (US & Canada) 569937767775510530,neutral,1.0,,,Delta,,_averyjordan,,1,“@JetBlue: Our fleet's on fleek. http://t.co/ar0VayLmFc” Really Jet Blue? Lmao,,2015-02-23 11:12:07 -0800,"Manhattan , New York",Quito 569937722804211713,positive,1.0,,,Delta,,miaerolinea,,1,Lovely! RT @JetBlue: Our fleet’s on fleek. http://t.co/Hi6Fl1AX9E,,2015-02-23 11:11:56 -0800,Worldwide,Caracas 569937664964743169,neutral,1.0,,,Delta,,thewhitneyyoung,,0,@JetBlue Sent.,,2015-02-23 11:11:42 -0800,"NY, LA ",Pacific Time (US & Canada) 569937408013176832,negative,1.0,Can't Tell,0.6802,Delta,,kenyaaroy,,0,“@JetBlue: Our fleet's on fleek. http://t.co/5xGnyHGAFz” this is what I hate,,2015-02-23 11:10:41 -0800,,Central Time (US & Canada) 569937260994564098,neutral,1.0,,,Delta,,mcmahon0074,,0,@JetBlue looking to for low rates bos to Vegas in Late Flight June for 3 kids and myself for a sporting event. Any deals or breaks,"[42.3427056, -71.5504108]",2015-02-23 11:10:06 -0800,some where in massachusetts , 569937017150291968,neutral,0.6646,,,Delta,,JsLife23,,0,"@JetBlue Tell me more 😳... Because I need a 1 way to NYC, and I might choose you",,2015-02-23 11:09:08 -0800,, 569936900804505600,neutral,1.0,,,Delta,,holadamilola,,0,RT “@JetBlue: Our fleet's on fleek. http://t.co/FRAqDPKyga” @hellobrittNEY_,,2015-02-23 11:08:40 -0800,"Ga, DC, Kemet",Quito 569936658876862464,negative,0.7118,Can't Tell,0.7118,Delta,,Deveous,,0,RT @JetBlue: Our fleet's on fleek. http://t.co/NfjAuW16vZ<--....😕,,2015-02-23 11:07:43 -0800,~FlighT SchooL~ ,Pacific Time (US & Canada) 569936613016350720,neutral,1.0,,,Delta,,AngBeTweetin,,0,STAHP!! 😂😂😭😭😭😭 RT @JetBlue Our fleet's on fleek. http://t.co/BM2unRaOnI,,2015-02-23 11:07:32 -0800,SF - NYC, 569936426902687744,neutral,0.6596,,,Delta,,esrce_,,0,“@JetBlue: Our fleet's on fleek. http://t.co/t2qBGAMfpc” this happened,,2015-02-23 11:06:47 -0800,,Eastern Time (US & Canada) 569936252977451008,neutral,1.0,,,Delta,,JsLife23,,0,@JetBlue but Virgin has wifi 👀,,2015-02-23 11:06:06 -0800,, 569935956880420864,negative,0.6657,Can't Tell,0.6657,Delta,,LetMicahDown,,0,Jet BOOOO 🍅🍅🍅🍅 RT @JetBlue: Our fleet's on fleek. http://t.co/0WbJAWx7xD,,2015-02-23 11:04:55 -0800,the left coast,Pacific Time (US & Canada) 569935951868207104,neutral,1.0,,,Delta,,uKnowMySteez,,1,😐 “@JetBlue: Our fleet's on fleek. http://t.co/QavvlAXLkl”,,2015-02-23 11:04:54 -0800,MPLS,Central Time (US & Canada) 569935918225711105,negative,1.0,Can't Tell,1.0,Delta,,thewayoftheid,,3,No no no bad airline bad! *bops you with newspaper* “@JetBlue: @maatkare67 We hope you're still our bae! @TatianaKing @thewayoftheid”,,2015-02-23 11:04:46 -0800,In your liquor cabinet. ,Central Time (US & Canada) 569935592651411456,neutral,0.6588,,0.0,Delta,,No_Cut_Card,,15,X____x RT @JetBlue: Our fleet's on fleek. http://t.co/Y39YzDpBvU,,2015-02-23 11:03:28 -0800,i'm only human,Eastern Time (US & Canada) 569934977963573248,positive,0.6697,,,Delta,,SmokeeRobinson,,1,"Yall tried it. ""@JetBlue: Our fleet's on fleek. http://t.co/62GoDFaKNB”","[33.78310211, -84.21250227]",2015-02-23 11:01:02 -0800,"Jersey bred, Atlanta resident",Eastern Time (US & Canada) 569934594268471296,neutral,1.0,,,Delta,,apieceofkake,,0,“@JetBlue: Our fleet's on fleek. http://t.co/MB0hVfqB1t”-see what ihop started 😑,,2015-02-23 10:59:30 -0800,in the wind...,Central Time (US & Canada) 569934048346251264,neutral,0.6669,,0.0,Delta,,BoneyRoneyy,,0,“@JetBlue: Our fleet's on fleek. http://t.co/RkwugmanM9” lmao you know a white person said this,,2015-02-23 10:57:20 -0800,interstellar,Mid-Atlantic 569932678688055296,negative,0.6940000000000001,Can't Tell,0.6940000000000001,Delta,,TheBuie,,22,can you not? RT @JetBlue Our fleet's on fleek. http://t.co/413GiAL0yl,,2015-02-23 10:51:54 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569931753768382464,negative,0.6552,Customer Service Issue,0.6552,Delta,,Chonwe3,,1,Why @JetBlue let someone from black Twitter in their multimedia department?,,2015-02-23 10:48:13 -0800,,Central Time (US & Canada) 569931469990154242,neutral,0.6338,,,Delta,,BizTravelerNA,,0,❤️❤️❤️“@JetBlue: Our fleet's on fleek. http://t.co/UHUmAskLdv”,,2015-02-23 10:47:05 -0800,,Eastern Time (US & Canada) 569930522677399553,neutral,0.6532,,,Delta,,A_Geechi,,0,RT @JetBlue: Our fleet's on fleek. http://t.co/826Pkiq5HI,,2015-02-23 10:43:20 -0800,Binghamton University ,Eastern Time (US & Canada) 569930252606164993,negative,1.0,Can't Tell,1.0,Delta,,liz_kantor,,0,delete your account @JetBlue,,2015-02-23 10:42:15 -0800,"New Brunswick, NJ",Eastern Time (US & Canada) 569929677571166208,negative,0.6505,Can't Tell,0.6505,Delta,,JohnRHealey,,0,Do less please @JetBlue,,2015-02-23 10:39:58 -0800,DMV/CLE,Eastern Time (US & Canada) 569929507945234433,positive,1.0,,,Delta,,laurenmichele26,,0,@JetBlue my family and I are excited to see you too😊😊,,2015-02-23 10:39:18 -0800,, 569929414491779072,negative,0.3435,Can't Tell,0.3435,Delta,,NellyyMichelle,,0,:( RT @JetBlue: Our fleet's on fleek. http://t.co/ncguZDgDaQ,,2015-02-23 10:38:55 -0800,Where there is love..,Pacific Time (US & Canada) 569929075894194176,negative,1.0,Can't Tell,1.0,Delta,,Kid2Fresh,,0,“@JetBlue: Our fleet's on fleek. http://t.co/8o3SCR5EFW” smh yall expect me to trust a childish airline with my life? #Nah,,2015-02-23 10:37:35 -0800,,Hawaii 569928989231353857,positive,1.0,,,Delta,,kimmeabreak24,,0,"@JetBlue I love flying with u, but I have a question, why is one of ur planes called ny jets",,2015-02-23 10:37:14 -0800,"south gate, california",Pacific Time (US & Canada) 569928060587233280,neutral,0.647,,0.0,Delta,,tbechtx,,0,“@JetBlue: Our fleet's on fleek. http://t.co/Hez4jk4ZsK” ~huh?,,2015-02-23 10:33:33 -0800,"Dallas, Tx USA",Central Time (US & Canada) 569927906241212416,negative,0.6667,Can't Tell,0.3444,Delta,,jakeholla,,0,“@JetBlue: Our fleet's on fleek. http://t.co/tLGoihqkvS” 😐 make it stop.,,2015-02-23 10:32:56 -0800,vᴧ ,Eastern Time (US & Canada) 569927856232534016,neutral,0.6824,,,Delta,,ICVRUS,,0,LMAO Y'ALL “@JetBlue: Our fleet's on fleek. http://t.co/LQjT2jvOYS”,,2015-02-23 10:32:44 -0800,, 569927792781086720,positive,1.0,,,Delta,,laurenmichele26,,0,@JetBlue sounds good!!!💙💙💙💙,,2015-02-23 10:32:29 -0800,, 569927506112815106,neutral,0.6813,,,Delta,,apostraphi,,0,"@JetBlue @courteroy LOLZ. ""On Fleek""",,2015-02-23 10:31:20 -0800,"Austin, Texas",Central Time (US & Canada) 569927476463452160,neutral,0.6722,,0.0,Delta,,UptownKaY_120,,0,@jetblue who's running your tweeter using the word fleek?,,2015-02-23 10:31:13 -0800,,Atlantic Time (Canada) 569927299908444160,negative,1.0,Can't Tell,1.0,Delta,,rynblck,,0,.@JetBlue this is enough for me to stop flying JetBlue.,,2015-02-23 10:30:31 -0800,New York City,Eastern Time (US & Canada) 569927288751587328,negative,1.0,Can't Tell,1.0,Delta,,TatianaKing,,31,STOP. USING.THIS.WORD. IF. YOU'RE. A. COMPANY. RT @JetBlue: Our fleet's on fleek. http://t.co/Fd2TNYcTrB,,2015-02-23 10:30:29 -0800,"New York, NY", 569927127350407168,positive,0.6598,,,Delta,,Jonmicol,,1,“@JetBlue: Our fleet's on fleek. http://t.co/JMnkJ6Bmc2” Jet Blizzue in the hizouse.,"[42.35829164, -71.06163025]",2015-02-23 10:29:50 -0800,"Boston, MA",Eastern Time (US & Canada) 569927035524681728,negative,0.6559,Can't Tell,0.6559,Delta,,DeadstockNYC,,7,"“@JetBlue: Our fleet's on fleek. http://t.co/Lv9HwQDK9A” Can't fly you anymore, we had a good run ✌️",,2015-02-23 10:29:28 -0800,New York City,Quito 569926945535860736,positive,1.0,,,Delta,,getmeontop,,0,"@JetBlue Very excited, for the first time this Sunday, March 1 I get to fly #JetBlue flight 123 #Mint from JFK. Looking forward :-)","[0.0, 0.0]",2015-02-23 10:29:07 -0800,Wall Street • Manhattan • NYC ,Eastern Time (US & Canada) 569926909515034624,neutral,0.6686,,,Delta,,MenkTheDon,,1,Okay. RT @JetBlue: Our fleet's on fleek. http://t.co/6H5uEZH4cv,,2015-02-23 10:28:58 -0800,California ,Pacific Time (US & Canada) 569926688244703232,negative,0.6406,Can't Tell,0.6406,Delta,,Evie_izms,,0,“@JetBlue: Our fleet's on fleek. http://t.co/yZH4ZRQM0i” really JetBlue? #fleek?!!! 😂😂😂 hell no... Yall petty,,2015-02-23 10:28:05 -0800,"ÜT: 28.217707,-81.45223",Central Time (US & Canada) 569926674353160192,neutral,0.6742,,,Delta,,Malavayy,,0,“@JetBlue: Our fleet's on fleek. http://t.co/H11jglw74L”ayyy 😎,,2015-02-23 10:28:02 -0800,, 569926659219922944,positive,1.0,,,Delta,,Jamers9000,,0,@JetBlue hahah 😂👌👌👌 love flying jet blue tho!! http://t.co/7VeE44MACM,,2015-02-23 10:27:58 -0800,Out There,Arizona 569926608997498881,neutral,0.6462,,,Delta,,MOJOxJOJO69,,0,“@JetBlue: Our fleet's on fleek. http://t.co/mFSsh2UHUe” LMFAO!!!!!!!!!!,,2015-02-23 10:27:46 -0800,,Pacific Time (US & Canada) 569926559982751744,positive,0.6634,,,Delta,,itsbae__,,0,“@JetBlue: Our fleet's on fleek. http://t.co/vOUUFRN4jS” YASSS JetBlue ! Tell them !,"[26.37067479, -80.10215823]",2015-02-23 10:27:35 -0800,561 ✈️ da globe,Quito 569926460036657152,negative,0.6759,Can't Tell,0.6759,Delta,,AdamNMayer,,1,@JetBlue I just booked a flight with you guys. I'm reconsidering that decision now after reading this tweet.,,2015-02-23 10:27:11 -0800,San Francisco,Pacific Time (US & Canada) 569925941067186179,neutral,0.6563,,,Delta,,MilKsilk,,0,They didnt just tweet this... Nah. RT “@JetBlue: Our fleet's on fleek. http://t.co/1yLn1Gx4QX”,,2015-02-23 10:25:07 -0800,... (shrugs),Eastern Time (US & Canada) 569925929713188864,positive,0.6696,,,Delta,,Cpaul91,,0,"@JetBlue lmfao, i love it",,2015-02-23 10:25:05 -0800,RVA-804\757,Hawaii 569925590276419584,neutral,1.0,,,Delta,,stro_b,,0,@JetBlue woof.,,2015-02-23 10:23:44 -0800,Austin,Central Time (US & Canada) 569925551475056640,positive,1.0,,,Delta,,laurenmichele26,,0,@JetBlue I have a little more time then that..lol. Well actually a lot more. 36 days more. But I'm just excited!!,,2015-02-23 10:23:34 -0800,, 569925538946551808,negative,0.7102,Can't Tell,0.7102,Delta,,DEdzJr,,0,Why? 😒 RT @JetBlue Our fleet's on fleek. http://t.co/I7Ut2ZvHCO,,2015-02-23 10:23:31 -0800,KCMO - University of Missouri ,Central Time (US & Canada) 569925511394119680,neutral,0.7194,,0.0,Delta,,shakatron,,0,“@JetBlue: Our fleet's on fleek. http://t.co/3Ltx7JKBo9” is fleek dead yet now?,,2015-02-23 10:23:25 -0800,OAKLAND CALIFORNIA,Atlantic Time (Canada) 569925190236442624,negative,1.0,Flight Attendant Complaints,0.6353,Delta,,StullaDaggera,,0,"But, are your flight attendants fucking tho? RT @JetBlue: Our fleet's on fleek. http://t.co/wGYzTnjCXm",,2015-02-23 10:22:08 -0800,Morning Wood Terrace ,Central Time (US & Canada) 569925187757592576,neutral,1.0,,,Delta,,macchiatoxblend,,1,“@JetBlue: Our fleet's on fleek. http://t.co/2UaICFJRmS” no way,,2015-02-23 10:22:08 -0800,SoCalifornian in OH, 569925111475793921,neutral,1.0,,,Delta,,bjfrazier32,,0,“@JetBlue: Our fleet's on fleek. http://t.co/PULp4i0w96” smh,,2015-02-23 10:21:49 -0800,the road less traveled. ,Eastern Time (US & Canada) 569925091095646209,neutral,1.0,,,Delta,,JoelRandell,,2,"Now put your baggage fees back on ""free."" RT @JetBlue: Our fleet's on fleek. http://t.co/oxsA8btVTB",,2015-02-23 10:21:45 -0800,New York City,Eastern Time (US & Canada) 569925082832728064,neutral,1.0,,,Delta,,LandryMD,,0,"Bruh...real tweet from @JetBlue ""Our fleet's on fleek. http://t.co/dqny4aKTg9""",,2015-02-23 10:21:43 -0800,USA,Atlantic Time (Canada) 569924793232785408,negative,0.3477,Bad Flight,0.3477,Delta,,GoBobbo,,0,nope. RT @JetBlue: Our fleet's on fleek. http://t.co/9SHhTvIOTI,,2015-02-23 10:20:34 -0800,Pittsburgh — now & forever,Central Time (US & Canada) 569924676715220992,neutral,0.6657,,,Delta,,DrewLitavis,,1,💯💯💯 RT @JetBlue: Our fleet's on fleek. http://t.co/SrM13qbRZD,,2015-02-23 10:20:06 -0800,"New York, NY",Eastern Time (US & Canada) 569924654401495040,negative,1.0,Can't Tell,1.0,Delta,,Runway1R,,0,@JetBlue no. Please stop.,,2015-02-23 10:20:00 -0800,"Home: IAD, College: JFK", 569924418320740352,negative,1.0,Can't Tell,1.0,Delta,,constrobuz,,1,"@JetBlue well, now I'll make sure to never fly JetBlue",,2015-02-23 10:19:04 -0800,,Eastern Time (US & Canada) 569924385387241474,neutral,0.6848,,0.0,Delta,,Swoosh163,,0,😩😩😩“@JetBlue: Our fleet's on fleek. http://t.co/BBHTlZgH2C”,,2015-02-23 10:18:56 -0800,,Quito 569924375723560961,neutral,1.0,,,Delta,,EverCastro92,,0,Please don't. RT “@JetBlue: Our fleet's on fleek. http://t.co/gdzadXzBYA”,,2015-02-23 10:18:54 -0800,"Chapel Hill, NC",Eastern Time (US & Canada) 569924145380634624,positive,0.6583,,,Delta,,CheckMyMelodi,,0,LMAO “@JetBlue: Our fleet's on fleek. http://t.co/aIyC9WV5oq”,,2015-02-23 10:17:59 -0800,Jupiter,Central Time (US & Canada) 569924117719199744,neutral,0.6659,,,Delta,,_JoelFB,,0,@JetBlue I digg it!,,2015-02-23 10:17:52 -0800,"Tempe, Arizona",Arizona 569924116335108096,positive,0.6625,,,Delta,,joebe4rd,,0,@JetBlue @BrandsSayingBae well here we go,,2015-02-23 10:17:52 -0800,greater los angeles ,Pacific Time (US & Canada) 569924101080535042,neutral,1.0,,,Delta,,CITYCIGARLIFE,,0,"@JetBlue I want you guys to be the first to fly to #Cuba, from NYC.",,2015-02-23 10:17:49 -0800,, 569924092280774656,negative,0.6691,Can't Tell,0.3399,Delta,,Kimberlee3000,,0,Haha! @JetBlue: Our fleet's on fleek. http://t.co/KmaNLdQbh4”,,2015-02-23 10:17:46 -0800,"Orange County, Ca.",Pacific Time (US & Canada) 569923934054805504,positive,0.6808,,0.0,Delta,,howyouDUPEn,,1,“@JetBlue: Our fleet's on fleek. http://t.co/kVXs1lCqLp” @alynewton new fav airline,,2015-02-23 10:17:09 -0800,KΔ. Boston. ,Eastern Time (US & Canada) 569923825179054081,positive,1.0,,,Delta,,steplin,,0,@JetBlue Hopefully now my application for JetBlue donut designer will finally go through the proper channels.,,2015-02-23 10:16:43 -0800,NYC,Eastern Time (US & Canada) 569923761232850944,neutral,1.0,,,Delta,,LeroyFunkdafied,,0,@JetBlue ...really?,,2015-02-23 10:16:28 -0800,"Bangor, Maine, USA",Eastern Time (US & Canada) 569923685848653824,positive,1.0,,,Delta,,M7SONIC,,0,@JetBlue Looking cool,,2015-02-23 10:16:10 -0800,Queens New York City,Eastern Time (US & Canada) 569923525508665344,neutral,0.664,,,Delta,,SexcCia,,0,😩😂😂😂😂 “@JetBlue: Our fleet's on fleek. http://t.co/yco9dikpt9”,,2015-02-23 10:15:31 -0800,STX ✈️ MIA ,Quito 569923518051323906,neutral,1.0,,,Delta,,2AvSagas,,0,@JetBlue no. come on.,,2015-02-23 10:15:30 -0800,New York City,Eastern Time (US & Canada) 569922420624068608,positive,1.0,,,Delta,,ohsoordinary,,0,@JetBlue Definitely! Lots of announcements and the app is great.,,2015-02-23 10:11:08 -0800,New York City,Eastern Time (US & Canada) 569921913667104768,negative,0.6875,Bad Flight,0.6875,Delta,,jsstone75,,0,@JetBlue what else on this plane is duct-taped?? #ohboy #shouldigetoutandpush #airplane #flying… http://t.co/R9ZsVzuRLw,,2015-02-23 10:09:07 -0800,nyc, 569921467552567296,positive,0.6592,,,Delta,,CyntheaH,,0,@JetBlue you bet:),,2015-02-23 10:07:21 -0800,"Burlington, Vermont",Eastern Time (US & Canada) 569921385100750849,negative,1.0,Late Flight,1.0,Delta,,ohsoordinary,,0,@JetBlue Sure did go south after breakfast though! Delayed three hours. :( :( :(,,2015-02-23 10:07:01 -0800,New York City,Eastern Time (US & Canada) 569920656621465601,neutral,1.0,,,Delta,,BritishAirNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/IMVMpnQXAI,,2015-02-23 10:04:07 -0800,UK,Sydney 569920515542003712,positive,1.0,,,Delta,,BXKloosive,,0,@JetBlue thank you. Appreciate that!!,"[41.06865736, -73.70398273]",2015-02-23 10:03:34 -0800,"Bronx, NY",Eastern Time (US & Canada) 569920090440916994,positive,0.6633,,,Delta,,CyntheaH,,0,@JetBlue The chairs could use some TLC. And more power outlets in the area would be a bonus. Headed to @UniversalORL !,,2015-02-23 10:01:52 -0800,"Burlington, Vermont",Eastern Time (US & Canada) 569918453722656768,positive,1.0,,,Delta,,bostongarden,,0,@JetBlue Thanks. Used phone instead of computer and it worked!! Thx again!,,2015-02-23 09:55:22 -0800,"Boston, Austin, Kansas City ",Eastern Time (US & Canada) 569917729022586880,negative,1.0,Bad Flight,1.0,Delta,,BubbaLucius,,0,@JetBlue someone should screen what you play on your flights. http://t.co/tNY9uIpha5,,2015-02-23 09:52:29 -0800,OP NY, 569913667476549632,negative,1.0,Can't Tell,0.3408,Delta,,bostongarden,,0,"@JetBlue For one way, not letting me select TO city....strange...and now some fairs look ""normal"" ????",,2015-02-23 09:36:21 -0800,"Boston, Austin, Kansas City ",Eastern Time (US & Canada) 569911600934752256,positive,0.3493,,0.0,Delta,,Dweisblum,,0,"alright @JetBlue.... done! alternatively, if you'd like to charter a private jet for me to PITT i will gladly accept :)",,2015-02-23 09:28:08 -0800,NEW YORK,Eastern Time (US & Canada) 569909756493746176,negative,1.0,Lost Luggage,0.6415,Delta,,Dr_Dif,,0,@JetBlue great job getting flight 28 in 10 minutes early. Too bad we're at 50 minutes and counting waiting for our bags.,,2015-02-23 09:20:49 -0800,USA, 569908792776892416,neutral,0.6823,,,Delta,,JamesMSama,,0,"@JetBlue absolutely, my girlfriend and I will be Flight Booking Problems our Mexico flights in the next day or two, will send a Tweet when it's done!",,2015-02-23 09:16:59 -0800,"Boston, MA.",Eastern Time (US & Canada) 569908080114339840,neutral,0.6524,,0.0,Delta,,Dweisblum,,0,@jetblue it's time for a direct flight from #JFK to #PITT.... @ Official JetBlue Terminal 5 - New York… http://t.co/QygXGmd3Sn,"[40.64579177, -73.77555571]",2015-02-23 09:14:09 -0800,NEW YORK,Eastern Time (US & Canada) 569906378233356290,neutral,1.0,,,Delta,,bostongarden,,0,"@JetBlue Indeed. I don't know what's going on in Pittsburgh that weekend, but, it's drawing a crowd via JetBlue!",,2015-02-23 09:07:23 -0800,"Boston, Austin, Kansas City ",Eastern Time (US & Canada) 569905884425383936,negative,1.0,Flight Attendant Complaints,0.6311,Delta,,TimothySays,,0,"@JetBlue I believe it's Irina. On the flip-side, super disappointed that EatUp Cafe isn't available on this BOS --> SFO flight today.",,2015-02-23 09:05:25 -0800,"Burlington, MA",Eastern Time (US & Canada) 569905336380989440,negative,1.0,Late Flight,1.0,Delta,,BXKloosive,,0,"@JetBlue All good, I just have 2 remind myself that if this was 1914 I might be on a horse & buggy. So what's a little delay right.","[41.06869526, -73.70402469]",2015-02-23 09:03:15 -0800,"Bronx, NY",Eastern Time (US & Canada) 569904537739382784,positive,0.6701,,0.0,Delta,,JamesMSama,,0,"@JetBlue good to know, thanks so much!",,2015-02-23 09:00:04 -0800,"Boston, MA.",Eastern Time (US & Canada) 569902181366820864,negative,1.0,Late Flight,1.0,Delta,,KerryDang,,0,@JetBlue Unhappy with 4 hour delayed flight.. Missed dinner,,2015-02-23 08:50:42 -0800,"Boston, MA",Eastern Time (US & Canada) 569901265163034624,neutral,1.0,,,Delta,,Balhajji,,0,@JetBlue HE is a lap infant (4 mons old),,2015-02-23 08:47:04 -0800,USA, 569900367254831104,neutral,0.6486,,,Delta,,stim8rinme,,0,@JetBlue Thanks.,,2015-02-23 08:43:30 -0800,"Auburn, ME", 569899437662863360,positive,1.0,,,Delta,,Balhajji,,0,@JetBlue Thank you for the quick response! I am trying to request abassinet for my son. it would be great if you can help me with my request,,2015-02-23 08:39:48 -0800,USA, 569899413558169600,neutral,1.0,,,Delta,,mne90,,0,@JetBlue Gerne :),,2015-02-23 08:39:43 -0800,Wien,Vienna 569898995327377408,neutral,0.6771,,,Delta,,JamesMSama,,0,"@JetBlue Hey friends! Stupid question - Can I split payment methods for a flight purchase? Example: 1/2 debit card, 1/2 BillMeLate Flightr? Thanks!",,2015-02-23 08:38:03 -0800,"Boston, MA.",Eastern Time (US & Canada) 569894640675102722,negative,1.0,Customer Service Issue,1.0,Delta,,Balhajji,,0,"@JetBlue Called JB 3 times!Everytime, Auto Vmsg:""your wait time should not be longer than 9 mins"" waited longer than 18 mins and no answer!",,2015-02-23 08:20:45 -0800,USA, 569894012800217088,negative,1.0,Flight Booking Problems,0.6733,Delta,,bostongarden,,0,"@JetBlue All correct for rates Boston to Pittsburgh wknd March 14? Rates all of a sudden took off! Made plans, came back to buy & surprised.",,2015-02-23 08:18:15 -0800,"Boston, Austin, Kansas City ",Eastern Time (US & Canada) 569893737385472000,neutral,0.6683,,,Delta,,JETSETWorldTrvl,,0,@JetBlue expanding! http://t.co/Kk6EixifP5 #Nantucket #Aviation,,2015-02-23 08:17:09 -0800,Chicago IL, 569892980712013824,positive,1.0,,,Delta,,EricStrzepek,,0,@JetBlue Mark T. in Austin was great handling my bag issue. #thanks,,2015-02-23 08:14:09 -0800,Cape Cod Ma,Eastern Time (US & Canada) 569892141335334913,neutral,1.0,,,Delta,,brittanylevine,,0,@JetBlue I believe you have to follow me so I can send you a message,,2015-02-23 08:10:49 -0800,"Los Angeles, Calif.",Pacific Time (US & Canada) 569890600474021889,neutral,1.0,,,Delta,,lizStonewriter,,0,@JetBlue I'll read this over a nice glass of wine right before I dig my heels into my next novel! Maybe travel is just what I need...,,2015-02-23 08:04:41 -0800,, 569890099917246464,positive,1.0,,,Delta,,Fahrenheit350,,0,"@JetBlue @jeff_hofmann @DeniseJTaylor @LaurieAMeacham Good one! And indeed, it's JetBlue's finest day in history!",,2015-02-23 08:02:42 -0800,"Salt Lake City, Utah",Mountain Time (US & Canada) 569890084893413376,neutral,0.6291,,0.0,Delta,,MuttMedia,,0,@JetBlue I would like the actual email address so I can follow up. thank you.,,2015-02-23 08:02:38 -0800,"Muttontown, NY",Eastern Time (US & Canada) 569889846472409088,neutral,0.6598,,0.0,Delta,,briantafel,,0,@JetBlue ...and when did your legal department start running your social media channels?,"[40.6467516, -73.77465033]",2015-02-23 08:01:42 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569889547162669056,negative,1.0,longlines,1.0,Delta,,briantafel,,0,"@JetBlue nope. The ""regular"" line was multi-x faster. You literally direct all the wheelchairs and strollers into the same line as EMS.","[40.64646872, -73.77594979]",2015-02-23 08:00:30 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569889219805642752,neutral,0.6562,,,Delta,,lizStonewriter,,0,@JetBlue sounds fun! How does that work?,,2015-02-23 07:59:12 -0800,, 569889139593646080,positive,1.0,,,Delta,,maite_rodrgz,,0,@JetBlue thanks! Calling right now!,,2015-02-23 07:58:53 -0800,Puerto Rico,Hawaii 569888931443052544,negative,0.6959,Customer Service Issue,0.6959,Delta,,MuttMedia,,0,"@JetBlue Thank you, but that isn't really responding to my request, is it? You are sending me into a generic environment on your site.",,2015-02-23 07:58:03 -0800,"Muttontown, NY",Eastern Time (US & Canada) 569888183409893377,neutral,0.6739,,,Delta,,lizStonewriter,,0,"@JetBlue I know there's no actual 'mile high' club, but surely there's something I can join ;-)",,2015-02-23 07:55:05 -0800,, 569888159707738113,neutral,1.0,,,Delta,,maite_rodrgz,,0,@JetBlue hello! my husband bought us a trip last night & just noticed my last name is misspelled! What can I do? Thanks!,,2015-02-23 07:54:59 -0800,Puerto Rico,Hawaii 569887654713499648,neutral,1.0,,,Delta,,AlMehairiAUH,,0,@JetBlue to start 3xweekly @EmbraerSA #E190 flights from #Washington Reagan to #Nantucket between 19JUN-6SEP #avgeek,,2015-02-23 07:52:59 -0800,Abu Dhabi,Abu Dhabi 569885859954229248,negative,0.6565,Customer Service Issue,0.6565,Delta,,MuttMedia,,0,"@JetBlue I would like to communicate directly with a ""Customer Experience"" executive. Does Joanna Geraghty have an email address?",,2015-02-23 07:45:51 -0800,"Muttontown, NY",Eastern Time (US & Canada) 569884951207813122,neutral,0.6812,,0.0,Delta,,LindaRcampos,,0,@JetBlue will you Cancelled Flight tonight's 7 pm out of DFW to BOS? #weather,,2015-02-23 07:42:14 -0800,"Boston, MA / Stockbridge, MA",Atlantic Time (Canada) 569884948091396096,positive,1.0,,,Delta,,DaddyFiles,,0,@JetBlue Haha. Thanks. You guys are great. Unlike the @nyjets. ;-) #GoPatriots!,,2015-02-23 07:42:14 -0800,Massachusetts,Eastern Time (US & Canada) 569883383930621952,positive,0.6771,,,Delta,,joespurr,,0,@jetblue thanks,,2015-02-23 07:36:01 -0800,"Cambridge, MA",Eastern Time (US & Canada) 569880288702173184,positive,0.3606,,0.0,Delta,,tonymbove,,0,@JetBlue it was booked through work but added upgrade on seat. Need the upgrade receipt.,,2015-02-23 07:23:43 -0800,"Cambridge, MA",Quito 569880105507540992,negative,1.0,Can't Tell,0.3486,Delta,,Amanda_Healy,,0,@JetBlue Understood but I watched as fam heading to FL was expedited when they had 25m to takeoff. I am speaking at conference in SF,,2015-02-23 07:22:59 -0800,"Boston, MA",Eastern Time (US & Canada) 569879547908206592,positive,1.0,,,Delta,,theprncssleia,,0,@JetBlue Thank you for the free flyfi!! Makes an already great airline even better! #jetblue #Boston #westpalmbeach #flybetter,,2015-02-23 07:20:46 -0800,A Galaxy Far Far Away, 569879497891303424,neutral,1.0,,,Delta,,tonymbove,,0,@JetBlue what's the easiest way to get a ticket receipt? Can I get one at check in or can I get one online? Thanks!,,2015-02-23 07:20:34 -0800,"Cambridge, MA",Quito 569877622869663744,positive,1.0,,,Delta,,hallekuszmar,,0,@JetBlue thank you!!,,2015-02-23 07:13:07 -0800,, 569877431227686912,negative,1.0,Customer Service Issue,1.0,Delta,,beantoon,,0,@JetBlue any effort to fix your points system? 11 days and a call to customer service and still no account update. Chasing points is no fun,,2015-02-23 07:12:22 -0800,"Plymouth, MA", 569876427270701056,negative,1.0,Flight Booking Problems,0.3505,Delta,,Amanda_Healy,,0,"@JetBlue I tried! Had me running from curb-side to self-check & wasting even more time. Ended up Flight Booking Problems United for $$$, am so upset","[0.0, 0.0]",2015-02-23 07:08:22 -0800,"Boston, MA",Eastern Time (US & Canada) 569874374741925889,negative,1.0,Bad Flight,0.6658,Delta,,SL_024,,0,@JetBlue keeps getting better. No water on the plane.,,2015-02-23 07:00:13 -0800,,Eastern Time (US & Canada) 569874150636048384,neutral,0.6739,,0.0,Delta,,Amanda_Healy,,0,.@JetBlue That's what I planned on but Boston traffic due to recent weather was insane! If I had been expedited I would have made it.,"[0.0, 0.0]",2015-02-23 06:59:19 -0800,"Boston, MA",Eastern Time (US & Canada) 569873065464573952,positive,1.0,,,Delta,,michael_moonn,,0,@JetBlue I wish you all the best of luck :-) I'm enjoying the luxurious free!! amount of leg space rn. Thanks,,2015-02-23 06:55:01 -0800,,Arizona 569870480993181698,negative,1.0,Bad Flight,0.6809,Delta,,michael_moonn,,0,@JetBlue I don't want JetBlue +TV. I want JetBlue +WIFI :(((,,2015-02-23 06:44:45 -0800,,Arizona 569867719874650112,positive,1.0,,,Delta,,ctpeifer,,0,@JetBlue great to see the RedSox plane and your reminder you ❤️NY side by side at JFK #catsanddogslivingtogether http://t.co/KFUyYoKUFv,,2015-02-23 06:33:46 -0800,NYC/Austin, 569866317706231808,neutral,0.6774,,,Delta,,KimMello3,,0,@JetBlue would love to go to Hawaii to visit pearl harbor.,,2015-02-23 06:28:12 -0800,, 569865536873500672,negative,1.0,Late Flight,1.0,Delta,,thepeachmama,,0,@JetBlue what is the deal with flt 460 today? Departure keeps changing. When is it going why is it so Late Flight?,,2015-02-23 06:25:06 -0800,, 569864437739495424,negative,1.0,Late Flight,1.0,Delta,,SL_024,,0,"@JetBlue lol at your ""estimated departure time."" Plane hasn't even started boarding yet. You can't even get your delays right.",,2015-02-23 06:20:44 -0800,,Eastern Time (US & Canada) 569863166189924352,negative,0.6737,Can't Tell,0.3474,Delta,,prillyp,,0,"@JetBlue @martysg you *know* how I love you, JB, but honestly, when you have complex feedback, those pull-down sub-option forms=maddening.",,2015-02-23 06:15:41 -0800,gathering just enough moss,Eastern Time (US & Canada) 569862271968669697,negative,0.6725,Customer Service Issue,0.3493,Delta,,Tay__Mc,,0,"@JetBlue said they haven't started looking for it, gave me a $25-$100 limit. In NYC at the Waldorf Astoria and can't find $100 outfit. 😒",,2015-02-23 06:12:07 -0800,"Gainesville, Fl",Hawaii 569861557775163393,neutral,0.6883,,,Delta,,TimLawson21,,0,@JetBlue How can I best track deals and special flight offers? I'm liking your international options...,,2015-02-23 06:09:17 -0800,Washington DC,Eastern Time (US & Canada) 569857331284078592,negative,0.7007,Can't Tell,0.3647,Delta,,SL_024,,0,@JetBlue yeah I'm aware of that. Hence my original msg to you.,,2015-02-23 05:52:29 -0800,,Eastern Time (US & Canada) 569855477854691328,negative,1.0,Bad Flight,0.34600000000000003,Delta,,SL_024,,0,@JetBlue 653. Just for update that gate got moved to complete opposite end of the terminal. Airline is a disaster.,,2015-02-23 05:45:07 -0800,,Eastern Time (US & Canada) 569854312702201856,negative,1.0,Late Flight,1.0,Delta,,SL_024,,0,@JetBlue no I asked. Either way it doesn't make the flight less delayed.,,2015-02-23 05:40:30 -0800,,Eastern Time (US & Canada) 569851813706539009,positive,1.0,,,Delta,,_PauLiNHa9,,0,@JetBlue 2324 from Orlando to Dca ! And my awesome flight attendant is Robert!,,2015-02-23 05:30:34 -0800,, 569851605358669824,negative,0.6317,Can't Tell,0.3304,Delta,,Tay__Mc,,0,"@JetBlue Yes, I filed yesterday around noon. I have a claim number but they haven't contacted me yet.",,2015-02-23 05:29:44 -0800,"Gainesville, Fl",Hawaii 569847852605812737,negative,1.0,Late Flight,1.0,Delta,,SL_024,,0,@JetBlue shocker my flight delayed an hour. Thanks for reminding me why I switched to delta.,,2015-02-23 05:14:49 -0800,,Eastern Time (US & Canada) 569847066555498496,negative,0.6696,Flight Attendant Complaints,0.6696,Delta,,ManuelNT,,0,"@jetblue as courtesy to Mosaic members or anyone, a request for water should be attended promptly. Daniel in flight 1557, should know better","[26.0713458, -80.146874]",2015-02-23 05:11:42 -0800,,Eastern Time (US & Canada) 569845862366633984,negative,1.0,Customer Service Issue,0.6859,Delta,,rachelicha,,0,"@JetBlue Are you having any issues with online check-in? My colleague and I are getting ""Webpage not available"" after submitting online form",,2015-02-23 05:06:55 -0800,Boston,Eastern Time (US & Canada) 569844102239531008,neutral,0.6699,,0.0,Delta,,RobertPiacente,,0,"@JetBlue no one yet but some, fl 8162","[13.07761455, -59.60542973]",2015-02-23 04:59:55 -0800,"Long Island, NY",Eastern Time (US & Canada) 569836725612220416,negative,1.0,Late Flight,0.68,Delta,,JMace1,,0,@jetblue are going to let Fl382 into a gate in BOS any time soon? We're just sittin' here on the tarmac waiting.,,2015-02-23 04:30:37 -0800,"Lexington, MA",Eastern Time (US & Canada) 569836232999612417,positive,1.0,,,Delta,,globalwriter1,,0,"@JetBlue Thanks JB. Actually, As a birder I love them too. They just need to be outside. It shouldn't be too hard to trap and move them.",,2015-02-23 04:28:39 -0800,"40.41,-73.19",Eastern Time (US & Canada) 569835633147056128,negative,1.0,Customer Service Issue,1.0,Delta,,RobertPiacente,,0,@JetBlue not an issue but I think training & information would help. Great ppl but service needs to switch from individual to group better,"[13.07787514, -59.6049865]",2015-02-23 04:26:16 -0800,"Long Island, NY",Eastern Time (US & Canada) 569830923597955073,negative,0.6749,Can't Tell,0.353,Delta,,S_RSnyder,,0,"@JetBlue Rats, that's a bummer!",,2015-02-23 04:07:33 -0800,,Eastern Time (US & Canada) 569797465416683521,negative,1.0,Can't Tell,0.6726,Delta,,arianneoo1991,,0,@JetBlue is so sloooooow today,,2015-02-23 01:54:36 -0800,Puerto Rico, 569786249508048896,neutral,0.6898,,,Delta,,chuxtapose,,0,"Happy for SFO, but hopefully you'll add PDX soon “@JetBlue We added two new destinations (FLL and SFO) from Las Vegas in the last year!”",,2015-02-23 01:10:02 -0800,Las Vegas,Pacific Time (US & Canada) 569775081636782081,positive,1.0,,,Delta,,RosAnneZ111,,0,"@JetBlue flight from JFK-SFO was pure awesomeness. Mint Class and Tim our attendant was the best! Other airlines, take notes!",,2015-02-23 00:25:40 -0800,California,Arizona 569763942144176128,negative,1.0,Bad Flight,1.0,Delta,,Matt_Herrera415,,0,@jetblue terrible landing on 915,,2015-02-22 23:41:24 -0800,SF,Pacific Time (US & Canada) 569747874952683520,negative,0.6395,Can't Tell,0.3256,Delta,,schmanki,,0,@JetBlue flight was two days ago. Flight 1918 from POS.,,2015-02-22 22:37:33 -0800,, 569746271336062978,neutral,0.6566,,0.0,Delta,,schmanki,,0,@JetBlue wall separating in row 1. #safetyconcerns http://t.co/zTrDwV0N4l,,2015-02-22 22:31:11 -0800,, 569741756968919040,positive,0.6774,,,Delta,,KnockoutOC,,0,@JetBlue last sleep in Cali... back to JFK tomorrow night. Looking forward to an another amazing flight with you all :),"[33.7008468, -118.0192094]",2015-02-22 22:13:14 -0800,New York City,Atlantic Time (Canada) 569739521291452416,negative,1.0,Late Flight,1.0,Delta,,maykaynvwd,,0,"@JetBlue Woo! Update! Flight 915 is now possibly delayed by more than 2hrs! Power of positive thinking, people.",,2015-02-22 22:04:21 -0800,, 569737259999571968,negative,0.6392,Customer Service Issue,0.3299,Delta,,MrShea,,0,"@JetBlue appreciate the response but already spoke to a MCO and their response was ""There is nothing we can do"" idk if that's what you mean",,2015-02-22 21:55:22 -0800,NYC,Eastern Time (US & Canada) 569736434803978240,positive,1.0,,,Delta,,mccormack_sean,,0,@JetBlue with the free wifi #impressive #FlyFi http://t.co/T1RYpzEBc8,,2015-02-22 21:52:05 -0800,New York,Eastern Time (US & Canada) 569733882007801857,negative,1.0,Late Flight,1.0,Delta,,maykaynvwd,,0,"@JetBlue Didn't find out my flight for NY, scheduled to leave at 9:30pm, is delayed by more than 1.5hrs until AFTER checking in. Huge fail.",,2015-02-22 21:41:57 -0800,, 569729732952109056,negative,0.7053,Late Flight,0.3684,Delta,,castellarin1126,,0,@jetblue Vegas desk said JFK connect would b held 4 us and 26 others on our plane now staff at JFK says weather was problem. #epicfail,,2015-02-22 21:25:28 -0800,, 569723086465069056,negative,0.6632,Cancelled Flight,0.3474,Delta,,castellarin1126,,0,@JetBlue other jfk to Boston flights went off with some delay but not this. #epicfail,,2015-02-22 20:59:03 -0800,, 569722876879884288,neutral,0.6735,,0.0,Delta,,castellarin1126,,0,"@JetBlue I understand delays. We are all looking at a tv monitor at ur gate and it says current conditions are snow, hence delay.",,2015-02-22 20:58:13 -0800,, 569722367343136768,positive,1.0,,,Delta,,RajGoel_NY,,0,@JetBlue mint seats are AWESOME! :-) @emaleesugano best business class in the US!!!,,2015-02-22 20:56:11 -0800,,Eastern Time (US & Canada) 569721150156230657,negative,1.0,Late Flight,1.0,Delta,,castellarin1126,,0,"@jetblue - WTF, stuck at JFK for 2+ hrs in a delay to Boston cuz u say snow. No snow on weather map!!! WTF!!!",,2015-02-22 20:51:21 -0800,, 569718205524127745,positive,1.0,,,Delta,,cwolicki,,0,@JetBlue thank you for getting me home. And despite all odds I have reunited with my delinquent Southwest luggage. Now homeward,,2015-02-22 20:39:39 -0800,Boston,Eastern Time (US & Canada) 569716857869107200,negative,1.0,Flight Attendant Complaints,0.6312,Delta,,BubbaLucius,,0,"@JetBlue 2 words: ""staff training."" What a joke-",,2015-02-22 20:34:18 -0800,OP NY, 569716645150781440,negative,1.0,Customer Service Issue,0.6322,Delta,,BubbaLucius,,0,@JetBlue is a joke. Missed my connecting flight by 5 minutes. Last flight of the day and they don't hold it. 5 minutes.,,2015-02-22 20:33:27 -0800,OP NY, 569713071435829249,neutral,0.6836,,0.0,Delta,,jabeblanchard,,0,"@JetBlue sorry, should have specified I meant ground traffic trying to get into the terminal","[40.64682076, -73.7823236]",2015-02-22 20:19:15 -0800,Right Coast,Eastern Time (US & Canada) 569711837656125440,negative,0.6444,Flight Attendant Complaints,0.3333,Delta,,jabeblanchard,,0,@JetBlue any idea what's going on at terminal five at JFK? Seems to be zero traffic movement,"[40.64485766, -73.78737261]",2015-02-22 20:14:21 -0800,Right Coast,Eastern Time (US & Canada) 569708004075044864,negative,1.0,Can't Tell,0.3721,Delta,,TheMarkyMarq,,0,"@JetBlue Very disappointed with the lack of compassion from your baggage services dept. I nearly had to beg get just for a ""courtesy report""",,2015-02-22 19:59:07 -0800,Connecticut , 569707583646375936,positive,1.0,,,Delta,,WeChiefMusic,,0,@JetBlue ok thanks. Safety first.,,2015-02-22 19:57:27 -0800,Planet Brooklyn,Atlantic Time (Canada) 569705786408079360,negative,0.6835,Late Flight,0.6835,Delta,,WeChiefMusic,,0,@JetBlue apparently the plane was delayed coming up from San Juan. Monsoon there today?,,2015-02-22 19:50:18 -0800,Planet Brooklyn,Atlantic Time (Canada) 569705380282019841,neutral,1.0,,,Delta,,AdamJBerry,,0,@JetBlue that's ok! It just sure seemed like it when JetBlue tweeted us back and asked us to send selfies of us watching.. Haha,,2015-02-22 19:48:41 -0800,Provincetown Ma,Eastern Time (US & Canada) 569704700490219523,negative,1.0,Late Flight,1.0,Delta,,WeChiefMusic,,0,@JetBlue over 2 hour delay going from NYC to Denver! Come on man!,,2015-02-22 19:45:59 -0800,Planet Brooklyn,Atlantic Time (Canada) 569704005250777090,negative,1.0,Bad Flight,0.6915,Delta,,AdamJBerry,,0,@JetBlue @amybruni @DIRECTTV No Oscars on Direct TV on this flight. We were so looking forward to it. We were devastated. :-/,,2015-02-22 19:43:14 -0800,Provincetown Ma,Eastern Time (US & Canada) 569702870423117825,negative,1.0,Late Flight,1.0,Delta,,koenitweets,,0,"@JetBlue - Fix your @#$& jet bridges. 40 minute delay, 2nd gate...still waiting! #jetblues http://t.co/ncB2oNcS9i","[42.36494288, -71.01451482]",2015-02-22 19:38:43 -0800,, 569702567573368832,positive,1.0,,,Delta,,jessbutl,,0,Kudos well deserved! Just wish the rest of my @JetBlue experience today measured up to their example!,,2015-02-22 19:37:31 -0800,"Brooklyn, NY", 569700499319959553,positive,0.6535,,,Delta,,jabeblanchard,,0,"@JetBlue ha ha! Can I get a wake up call at boarding time please? Large coffee, extralight extra sweet please!","[40.89343356, -74.29961359]",2015-02-22 19:29:18 -0800,Right Coast,Eastern Time (US & Canada) 569699027782012930,negative,1.0,Late Flight,0.3557,Delta,,Scott66Ash,,0,@JetBlue didn't work. Fly-fi plus couldn't access ABC app. So I spent $19 and still missed Oscars. #disappointed,,2015-02-22 19:23:27 -0800,,Atlantic Time (Canada) 569698562734321665,negative,0.6458,Late Flight,0.6458,Delta,,jabeblanchard,,0,@JetBlue 👍. I think I'll come take a nap at the terminal. ;),"[40.85036847, -74.42575912]",2015-02-22 19:21:36 -0800,Right Coast,Eastern Time (US & Canada) 569698117685268481,negative,1.0,Can't Tell,0.369,Delta,,davisesq212,,0,@JetBlue Safety might be your priority but organization clearly is not.,"[0.0, 0.0]",2015-02-22 19:19:50 -0800,New York City,Eastern Time (US & Canada) 569697728890056704,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue @zakkohane pretty sure he's saying Ricoh had great service down at BOS ;) #happytohelp,,2015-02-22 19:18:17 -0800,Logan International Airport,Atlantic Time (Canada) 569696862011133952,negative,1.0,Late Flight,1.0,Delta,,jabeblanchard,,0,@JetBlue #611 from JFK to LAS still delayed?,"[40.775248, -74.48253909]",2015-02-22 19:14:51 -0800,Right Coast,Eastern Time (US & Canada) 569696663742365696,negative,1.0,Bad Flight,0.6448,Delta,,CamAsMyWitness,,0,"@JetBlue the lack of TV made it rough, that's literally why I picked y'all over the competitors.",,2015-02-22 19:14:03 -0800,Hardly home but always reppin #562,Mountain Time (US & Canada) 569693923183972352,negative,1.0,Can't Tell,1.0,Delta,,charlotteparler,,0,@JetBlue But not reddit? I work for the site and this is ridiculous.,,2015-02-22 19:03:10 -0800,Brooklyn NY.,Central Time (US & Canada) 569692158287962112,positive,1.0,,,Delta,,lisandramaioli,,0,@JetBlue THANK YOU! I am your new big fan :),,2015-02-22 18:56:09 -0800,"Los Angeles, California",Monterrey 569691489179021312,positive,1.0,,,Delta,,jillianfitzger1,,0,@JetBlue I do! The best airline wifi ever. Thank you!,,2015-02-22 18:53:30 -0800,, 569690317869330432,neutral,0.6701,,,Delta,,leighericam,,0,@JetBlue you just tight that you're #59 on the world's best airlines list & @VirginAtlantic is ranked higher! @VirginAtlantic here I come!,,2015-02-22 18:48:50 -0800,NYC | NOLA , 569687874288914432,negative,1.0,Customer Service Issue,0.3439,Delta,,HayesGirl_,,0,@JetBlue i only take jetblue to travel and i have to go to maimi next year but you guys dont go to maimi😭 why dont you guys go to maimi???,,2015-02-22 18:39:08 -0800,, 569687244031852544,neutral,1.0,,,Delta,,calengerich,,0,@JetBlue such a bummer. But I understand it's a business deal. Thanks for answering me! Much less sad now.,"[40.77844416, -73.87477197]",2015-02-22 18:36:37 -0800,"New York, NY",Tokyo 569686510108344320,negative,1.0,Customer Service Issue,0.6568,Delta,,leighericam,,0,@JetBlue aka take stuff out of the checked bag! Then just carry on the extra weight. For someone just had shoulder surgery that's just no,,2015-02-22 18:33:42 -0800,NYC | NOLA , 569686267354599426,positive,0.6831,,,Delta,,bonniebethburke,,0,"@JetBlue pilot: ""Don't worry folks there's a backup for the backup for every part of this plane."" Thanks guy",,2015-02-22 18:32:45 -0800,Austin + Brooklyn,Eastern Time (US & Canada) 569685767527596032,negative,0.6652,Can't Tell,0.6652,Delta,,charlotteparler,,0,@JetBlue Can you take @Cosmopolitan off your blacklist... trying to work :(,,2015-02-22 18:30:45 -0800,Brooklyn NY.,Central Time (US & Canada) 569685692038557696,negative,1.0,Can't Tell,0.6832,Delta,,arthurhasher,,0,"@JetBlue ""Goodwill"" now at $125.00. $27,000 x ? = Fine Still want your new CEO to make a public apology to all passengers of flight 136",,2015-02-22 18:30:27 -0800,Long Island - Arizona , 569685194908819457,negative,0.6603,Late Flight,0.6603,Delta,,BritC2,,0,@JetBlue thank you! Hopefully it's soon! We are supposed to leave at 11:23,,2015-02-22 18:28:29 -0800,,Eastern Time (US & Canada) 569685096527056896,positive,1.0,,,Delta,,mariambueno,,0,@JetBlue thank you!,,2015-02-22 18:28:05 -0800,,Quito 569684947151093760,positive,1.0,,,Delta,,pdeverak,,0,@JetBlue awesome,,2015-02-22 18:27:30 -0800,"San Francisco, California",Greenland 569683696422244352,neutral,1.0,,,Delta,,coolman13355,,0,"@JetBlue okay so anything using contactless EMV should work, just your internal testing and training is currently Apple Pay specific?",,2015-02-22 18:22:32 -0800,Texas,Central Time (US & Canada) 569683558081687552,negative,1.0,Bad Flight,0.3353,Delta,,BritC2,,0,@JetBlue hard when you're with your younger siblings and cousin and they just want to go on the airplane. We should get better than this,,2015-02-22 18:21:59 -0800,,Eastern Time (US & Canada) 569683366632493056,negative,0.6788,Flight Attendant Complaints,0.3879,Delta,,pdeverak,,0,@JetBlue had a potentially stressful situation in reFlight Booking Problems a flight which she diffused and helped make awesome!,,2015-02-22 18:21:13 -0800,"San Francisco, California",Greenland 569682277111889920,negative,1.0,Can't Tell,0.6667,Delta,,leighericam,,0,"@JetBlue even tho the extra 5 lbs are still going on the plane, just as a carry on. Where is the sense? What do you say to fat people?",,2015-02-22 18:16:53 -0800,NYC | NOLA , 569679888682061826,negative,1.0,Can't Tell,0.6384,Delta,,leighericam,,0,@JetBlue I thought being a mosaic member had 'perks' the best part is instead of checking the extra 5lbs I'm carrying it on 😒,,2015-02-22 18:07:24 -0800,NYC | NOLA , 569679240586764288,negative,1.0,Can't Tell,0.7127,Delta,,leighericam,,0,@JetBlue are yall going bankrupt or is inflation just really bad these days? You went from $50 to $120 for overweight fees! Outrageous,,2015-02-22 18:04:49 -0800,NYC | NOLA , 569678931785228288,negative,0.6366,Bad Flight,0.3458,Delta,,gregalprin,,0,@JetBlue if only the show was on the flight. No ABC. Oh well. I'll live. #nexttime #andthewinneris...,,2015-02-22 18:03:36 -0800,NYC,Eastern Time (US & Canada) 569678787383857152,negative,1.0,Can't Tell,1.0,Delta,,cbogie,,0,@JetBlue ill call in the morning. too upset right now.,"[40.64797296, -73.77939249]",2015-02-22 18:03:01 -0800,indoors,Pacific Time (US & Canada) 569678058199732225,negative,1.0,Late Flight,0.7026,Delta,,mariambueno,,0,@JetBlue im still waiting??? No answer!!,,2015-02-22 18:00:07 -0800,,Quito 569676138253049859,positive,0.6838,,,Delta,,dhp214,,0,@JetBlue Ok. Thanks for your help.,,2015-02-22 17:52:30 -0800,New York,Eastern Time (US & Canada) 569675848770408448,positive,1.0,,,Delta,,StephanieHC85,,0,@JetBlue Love you guys😍😍😍 http://t.co/3X9NRUOvtS,,2015-02-22 17:51:21 -0800,Mexico-Colombia, 569675498873159680,negative,1.0,Cancelled Flight,1.0,Delta,,LuljetaTrupi,,0,"@JetBlue the amount of money I spent on hotels for a WEEK bc of flight Cancelled Flightlation, another flight doesn't make up for the money lost.",,2015-02-22 17:49:57 -0800,LA/NY,Pacific Time (US & Canada) 569674356915347456,negative,1.0,Late Flight,1.0,Delta,,paulinceptor,,0,@JetBlue being told JFK had a 5 hour delay this AM which is reason for my delay now. It can't be that hard to notify with 12 hours notice,,2015-02-22 17:45:25 -0800,,Eastern Time (US & Canada) 569674349734711296,negative,1.0,Can't Tell,0.3444,Delta,,cbogie,,0,@JetBlue by far the worst airline in terms of service at jfk.,"[40.64602261, -73.7762935]",2015-02-22 17:45:23 -0800,indoors,Pacific Time (US & Canada) 569674104913014784,negative,1.0,Late Flight,0.6401,Delta,,AristidesPN,,0,"Keep Waiting, time does not cost anything for @JetBlue hundreds people how payed thousand dollars with no feedback http://t.co/Ji2pg4gom9",,2015-02-22 17:44:25 -0800,"ÜT: 18.463449,-70.003608",Quito 569672563506458624,positive,1.0,,,Delta,,nooshies,,0,@JetBlue you're still the best,,2015-02-22 17:38:17 -0800,"Boston, MA",Eastern Time (US & Canada) 569672510565969920,positive,0.67,,,Delta,,nooshies,,0,"@JetBlue @ABCNetwork please give JetBlue all the permissions in the world! I'm missing the oscars right now, and it's awful #whyabcwhy",,2015-02-22 17:38:05 -0800,"Boston, MA",Eastern Time (US & Canada) 569672477967835136,negative,1.0,Late Flight,1.0,Delta,,dhp214,,0,@JetBlue Thanks. So the delay was the result of scheduling issues more than weather reLate Flightd problems?,,2015-02-22 17:37:57 -0800,New York,Eastern Time (US & Canada) 569672448716742656,neutral,0.6713,,0.0,Delta,,Tee_peterson,,0,"@JetBlue @shannonwoodward I'll be checking often. Most probably when they hand the oscars out to the nerds, geeks and badly dressed.",,2015-02-22 17:37:50 -0800,Canadian planted in USA, 569672099704508416,negative,1.0,Late Flight,0.6571,Delta,,paulinceptor,,0,@JetBlue I am less concerned about the delay than I am about not being notified until I looked at the board that my flight was delayed,,2015-02-22 17:36:27 -0800,,Eastern Time (US & Canada) 569672010734968832,positive,1.0,,,Delta,,Penguins_66,,0,@JetBlue Thanks! I made it 😃,,2015-02-22 17:36:06 -0800,,Central Time (US & Canada) 569671981852798976,negative,1.0,Flight Attendant Complaints,0.3477,Delta,,SaulFernandezS,,0,"@JetBlue after boarding flight 0510, the captain informs that he could exceed the16 hrs regulation and turned the plane around. Incredible!",,2015-02-22 17:35:59 -0800,,Santiago 569671435309809664,positive,1.0,,,Delta,,twofishtacos,,0,@JetBlue thanks for the quick response! Fingers crossed the plane gets here then,,2015-02-22 17:33:48 -0800,New York City,Eastern Time (US & Canada) 569671231001092096,negative,1.0,Customer Service Issue,0.6699,Delta,,malbeckford,,1,"@JetBlue @julesdameron ""Considering?"" #Accessibility is an absolute MUST! #Equality",,2015-02-22 17:33:00 -0800,, 569671173136637953,negative,1.0,Bad Flight,0.6925,Delta,,nooshies,,0,@JetBlue how do we watch the oscars though right now?! No abc on flight :( #missingtheoscars,,2015-02-22 17:32:46 -0800,"Boston, MA",Eastern Time (US & Canada) 569671000486502400,positive,0.6368,,,Delta,,WyattTweets,,0,@JetBlue Thank you. Fingers crossed.,,2015-02-22 17:32:05 -0800,New York,Eastern Time (US & Canada) 569670844047192064,negative,0.6724,Cancelled Flight,0.3492,Delta,,joshmirm,,0,".@JetBlue ooookay @ABC that's silly of you. guess we're ""watching"" the oscars purely on Twitter reactions tonight. #oscars",,2015-02-22 17:31:27 -0800,Brooklyn,Central Time (US & Canada) 569670407709544448,negative,0.6669,Can't Tell,0.3735,Delta,,coolman13355,,0,@JetBlue I've heard your new in flight tap to pay readers accept ONLY Apple Pay. I thought that was impossible & certainly not EMV compliant,,2015-02-22 17:29:43 -0800,Texas,Central Time (US & Canada) 569670228713578496,neutral,0.6462,,,Delta,,nooshies,,0,@JetBlue you're taking me to New Orleans in two weeks so I'll picture that while I shiver #forevercold,,2015-02-22 17:29:01 -0800,"Boston, MA",Eastern Time (US & Canada) 569669991450185728,neutral,0.6926,,,Delta,,dhp214,,0,@JetBlue We're flight 1472 FFL to LGA. Scheduled departure 8:15p.,,2015-02-22 17:28:04 -0800,New York,Eastern Time (US & Canada) 569669129130647552,negative,1.0,Late Flight,1.0,Delta,,paulinceptor,,0,"@JetBlue 2nd time in a row a flight out of jfk a disaster. Last time I wasn't allowed to fly stndby, now a 2 hour delay w/out notification",,2015-02-22 17:24:38 -0800,,Eastern Time (US & Canada) 569669059941261312,negative,1.0,longlines,0.6695,Delta,,AristidesPN,,0,@JetBlue oh right! Me and hundred people arrived back to the same gate we left minutes ago in SDQ http://t.co/7gB0hgW51t,,2015-02-22 17:24:22 -0800,"ÜT: 18.463449,-70.003608",Quito 569668818253053952,negative,1.0,Late Flight,1.0,Delta,,dhp214,,0,@JetBlue. A bunch of flights are delayed from FFL to Northeast destinations. No announcements at the gate. What's going on?,,2015-02-22 17:23:24 -0800,New York,Eastern Time (US & Canada) 569668536966053888,negative,1.0,longlines,0.3444,Delta,,SaulFernandezS,,0,@jetblue I'm dissapointed in the way paseengers on flight 0510 in Santo Domingo have been treated. 9hrs to board the plane and no info given,,2015-02-22 17:22:17 -0800,,Santiago 569668144198848514,neutral,1.0,,,Delta,,shannonwoodward,,3,@JetBlue id appreciate that. Would also you mind contacting the pilot of my flight and request that I be allowed to announce over intercom?,,2015-02-22 17:20:44 -0800,"Los Angeles, CA",Arizona 569667821455708160,neutral,0.6442,,0.0,Delta,,JetBlue,,1,"@shannonwoodward If you want, we can keep you updated on who's wearing who, & who's with who, & who wins what. We're nice like that. ;)",,2015-02-22 17:19:27 -0800,1-800-JETBLUE,Eastern Time (US & Canada) 569667688743763968,negative,1.0,Lost Luggage,1.0,Delta,,TomNaro,,0,@JetBlue I did. They have no idea where it is.,,2015-02-22 17:18:55 -0800,, 569666892882952192,negative,1.0,Can't Tell,0.3724,Delta,,Penguins_66,,0,@JetBlue thanks but still annoying. Especially if I miss my flight. 😉 Can I tweet at the TSA??,,2015-02-22 17:15:45 -0800,,Central Time (US & Canada) 569666838340210689,negative,1.0,Lost Luggage,1.0,Delta,,TomNaro,,0,"@JetBlue hey JetBlue. Still waiting to hear where you lost my 9'8"" surfboard between JFK and BQN airports.",,2015-02-22 17:15:32 -0800,, 569666455114903552,negative,0.3505,Can't Tell,0.3505,Delta,,shannonwoodward,,0,@JetBlue your gif game is strong.,,2015-02-22 17:14:01 -0800,"Los Angeles, CA",Arizona 569666011147821057,negative,1.0,Can't Tell,0.3704,Delta,,AristidesPN,,0,@JetBlue well but for now the only thng we can do is wait for someone to explain us the situation with responsibility http://t.co/ML1JaCpmch,,2015-02-22 17:12:15 -0800,"ÜT: 18.463449,-70.003608",Quito 569665766628286464,negative,1.0,Late Flight,1.0,Delta,,twofishtacos,,0,@JetBlue flight 98 DEN to JFK already 2hrs delayed. Any idea how that might change again due to weather forecast etc?,,2015-02-22 17:11:17 -0800,New York City,Eastern Time (US & Canada) 569665692770967552,negative,0.6947,Customer Service Issue,0.6947,Delta,,Penguins_66,,0,@JetBlue Why close prechk at 8PM on a Sunday at JFK? #annoying,,2015-02-22 17:10:59 -0800,,Central Time (US & Canada) 569664636179476480,negative,1.0,Customer Service Issue,0.6779,Delta,,mariambueno,,0,@JetBlue your crew didn't say it was about safety. If they say that I was glad to stay ... Check the information you give to the costumers,,2015-02-22 17:06:47 -0800,,Quito 569662513111023616,negative,1.0,Can't Tell,0.6891,Delta,,davisesq212,,0,@JetBlue you quite possibly ruined my entire first day in South Florida bc of your disorganization. #GetItTogether,,2015-02-22 16:58:21 -0800,New York City,Eastern Time (US & Canada) 569661069913821184,negative,1.0,Customer Service Issue,1.0,Delta,,aaronkinnari,,0,@JetBlue I'm going to write a post on @Medium about the experience. Your customer service has tanked. #JetBlue,,2015-02-22 16:52:37 -0800,Gotham,Quito 569660111976689664,negative,1.0,Customer Service Issue,0.6752,Delta,,arthurhasher,,0,@JetBlue Still no response from CEO. I guess he is at the Oscars. I bet his flight was on time. #JUSTWRONG,,2015-02-22 16:48:49 -0800,Long Island - Arizona , 569659637575917568,negative,0.6491,Customer Service Issue,0.6491,Delta,,aaronkinnari,,0,"@JetBlue okay. Names of SJ crew are Alamo, Tatiana. Keep telling me to hold, then leave desk. Ali told me he couldn't help bc going on break",,2015-02-22 16:46:56 -0800,Gotham,Quito 569659473804947456,positive,0.6407,,,Delta,,jennielin,,0,"@JetBlue aha, ok. Thanks! Was worried there might not be a seat at all :) Will do it at the airport tomorrow then!",,2015-02-22 16:46:16 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569658903044218880,negative,1.0,Late Flight,0.6739,Delta,,aaronkinnari,,0,@JetBlue that is a stock response. Delays not as frustrating as poor cust serv & being told by 3 ppl to wait & they'd come back but did not.,,2015-02-22 16:44:00 -0800,Gotham,Quito 569658058546286592,neutral,0.6807,,,Delta,,zakkohane,,0,@JetBlue Ricoh Smith at BOS provided oust and service,,2015-02-22 16:40:39 -0800,,Quito 569657725304610816,negative,1.0,Late Flight,1.0,Delta,,aaronkinnari,,0,@JetBlue 4 hr delay on flight to JFK via Tampa & worst customer service in San Juan airport. This after app not working all day.,,2015-02-22 16:39:20 -0800,Gotham,Quito 569655420962238465,negative,1.0,Lost Luggage,0.6517,Delta,,scoremoresales,,0,@JetBlue just please get my luggage from #2070 onto carousel 5 / Logan Airport and I'll be able to go home!,,2015-02-22 16:30:10 -0800,"Boston, MA",Eastern Time (US & Canada) 569655262765719553,negative,1.0,Flight Booking Problems,1.0,Delta,,jennielin,,0,@JetBlue what happens when I have a confirmed flight but no seat available during online checkin except for Even More Space upgrades?,,2015-02-22 16:29:32 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569652510794887168,negative,1.0,Late Flight,0.6332,Delta,,jessbutl,,0,@JetBlue thanks for the response. Just been waiting for 5 hours and really frustrated. Seems like no one at JetBlue is concerned.,,2015-02-22 16:18:36 -0800,"Brooklyn, NY", 569650936911683586,negative,0.6633,Late Flight,0.6633,Delta,,jessbutl,,0,@JetBlue Tx for the info. Just don't understand why you couldn't accurately estimate departure time earlier. Weather in ny is fine now.,,2015-02-22 16:12:21 -0800,"Brooklyn, NY", 569650612545187840,neutral,1.0,,,Delta,,DaniellaS_Melo,,0,@JetBlue hey me and my family have questions on a trip to Disney world that we are doing in April . Please follow me so I could dm you guys,,2015-02-22 16:11:04 -0800,NYC ❄️ / COL ,Eastern Time (US & Canada) 569650423318982657,positive,0.6571,,,Delta,,FinleyBklynCFS,,0,“@JetBlue: @FinleyBklynCFS So glad to hear. Thanks for sharing the video.” Me and JetBlue are #BFF 🙏,,2015-02-22 16:10:19 -0800,,Central Time (US & Canada) 569648753357037569,neutral,0.6536,,0.0,Delta,,cwolicki,,0,@JetBlue no m'good. Just get me home,,2015-02-22 16:03:41 -0800,Boston,Eastern Time (US & Canada) 569648229295329280,positive,1.0,,,Delta,,Scott66Ash,,0,@JetBlue thanks for the response. We are hopeful.,,2015-02-22 16:01:36 -0800,,Atlantic Time (Canada) 569647396940075008,negative,0.6709999999999999,Late Flight,0.6709999999999999,Delta,,jessbutl,,0,@JetBlue Update please on why flight 2601 continues to be further delayed,,2015-02-22 15:58:17 -0800,"Brooklyn, NY", 569647169084526593,neutral,1.0,,,Delta,,cwolicki,,0,"@JetBlue ok, tx. Will tell the guy sitting next to me at the gate",,2015-02-22 15:57:23 -0800,Boston,Eastern Time (US & Canada) 569646982282612736,negative,1.0,Customer Service Issue,0.6967,Delta,,gpsomo,,0,@JetBlue thank you for not even coming with a solution. Great service I might say...as a TrueBlue member I am totally dissatisfied...thanks,,2015-02-22 15:56:38 -0800,New York, 569646269221773312,negative,0.6947,Late Flight,0.6947,Delta,,DJCASTANEDA,,0,@JetBlue all day,,2015-02-22 15:53:48 -0800,REVERE MA,Quito 569646184005894144,negative,1.0,Late Flight,1.0,Delta,,Scott66Ash,,0,@JetBlue how about free wifi on flt 1254 out of PBI to make up for 2.5 hr delay? Treat us right.,,2015-02-22 15:53:28 -0800,,Atlantic Time (Canada) 569646004254998528,negative,1.0,Late Flight,1.0,Delta,,cwolicki,,0,@JetBlue why is flight 1106 delayed out to NY? Same problem?,,2015-02-22 15:52:45 -0800,Boston,Eastern Time (US & Canada) 569645522363011072,neutral,1.0,,,Delta,,GinaMarie_F,,0,@JetBlue Is that a guarantee? We'll see about that tomorrow morning when I have to fight for a seat.,"[40.61883222, -74.015404]",2015-02-22 15:50:50 -0800,Brooklyn =),Eastern Time (US & Canada) 569645505950695424,negative,0.6102,Late Flight,0.6102,Delta,,cwolicki,,0,@JetBlue thanks for the update. 'Preciate it. Hope it gets here. Been delayed 2 days getting back,,2015-02-22 15:50:46 -0800,Boston,Eastern Time (US & Canada) 569644675352662016,negative,0.7013,Lost Luggage,0.7013,Delta,,WyattTweets,,0,@JetBlue yes. They are working on it. Hoping bag is on the next flight and will deliver home...,,2015-02-22 15:47:28 -0800,New York,Eastern Time (US & Canada) 569644634386911232,negative,1.0,Can't Tell,0.7065,Delta,,GinaMarie_F,,0,@JetBlue WELL...my paid tickets have NO assigned seats at all. So essentially I won't be on this flight unless I pay more.,"[40.61884429, -74.0153922]",2015-02-22 15:47:18 -0800,Brooklyn =),Eastern Time (US & Canada) 569643287918845952,negative,0.6838,Customer Service Issue,0.6838,Delta,,GinaMarie_F,,0,@JetBlue If seats aren't guaranteed why do we pay for them? when I called the rep said some other people booked our seats.,"[40.61878764, -74.01544319]",2015-02-22 15:41:57 -0800,Brooklyn =),Eastern Time (US & Canada) 569642730932064256,positive,1.0,,,Delta,,raybomurphy,,0,@JetBlue thank you for the refund of the change fee for a recent flight affected by our bizarre winter. Excellent customer service and focus,,2015-02-22 15:39:45 -0800,, 569642569203904512,negative,0.6593,Can't Tell,0.3407,Delta,,GinaMarie_F,,0,"@JetBlue yes, please get me the seats we paid for.","[40.61886457, -74.01535789]",2015-02-22 15:39:06 -0800,Brooklyn =),Eastern Time (US & Canada) 569640193931612160,negative,0.6634,Late Flight,0.6634,Delta,,arthurhasher,,0,@JetBlue Flight 136 departs 2:14 AM Finally!!! Arrived JFK with no psgrs at 5:39 PM. That's a long flight. AKA BUS http://t.co/KfKjF1ZtGi,,2015-02-22 15:29:40 -0800,Long Island - Arizona , 569638848214507520,positive,1.0,,,Delta,,oggito17,,0,@JetBlue thanks for help. Can't wait to travel with! And get out of the snow.,,2015-02-22 15:24:19 -0800,Merrimack NH, 569638521817968641,neutral,1.0,,,Delta,,sicula,,0,@JetBlue Help - I left my Nikon camera under the seat in front of me. What do I do?,"[40.79874419, -73.82756667]",2015-02-22 15:23:01 -0800,"Stratford, CT",Eastern Time (US & Canada) 569636980612427776,negative,1.0,Customer Service Issue,1.0,Delta,,Crimson_Zombie,,0,"@JetBlue I hope your customer service reps are as reliable/friendly as they usually are, so far you are not living up to your + rep/exper.","[40.6466862, -73.7769539]",2015-02-22 15:16:54 -0800,Chicago, 569634891857600514,neutral,1.0,,,Delta,,thatjonparsons,,0,@jetblue the man with the smell left nd now there's this stupid girl asking me questions. can yall help.,,2015-02-22 15:08:36 -0800,massachusetts yall~~~~~~~簡単に行く,Atlantic Time (Canada) 569634729324122112,negative,0.6599,Customer Service Issue,0.3515,Delta,,SibleyStepsOut,,0,"FYI, @JetBlue: The last email response - ""we undrstnd this wasnt best 4 you"" -but hope 2 wlcm u back onbrd N the future... nice touch. lol",,2015-02-22 15:07:57 -0800,Washington DC Metro,Eastern Time (US & Canada) 569634575653183488,neutral,1.0,,,Delta,,rambinasaurus,,0,@JetBlue I think I have it selected already ☺️,,2015-02-22 15:07:20 -0800,,Atlantic Time (Canada) 569633643821441024,negative,1.0,Cancelled Flight,0.6807,Delta,,AIMPortW,,0,"@JetBlue last flight was Cancelled Flightled, then it was 2 hours to change a light bulb, now sitting here waiting for maintenance. Unreal.",,2015-02-22 15:03:38 -0800,, 569633562879619073,positive,0.6711,,,Delta,,Tom_Constantin,,0,@JetBlue thanks for answering my questions!,,2015-02-22 15:03:19 -0800,3Ø4 ,Quito 569633484333051904,neutral,0.3398,,0.0,Delta,,AIMPortW,,0,@JetBlue that wasn't delayed or cabcelled,,2015-02-22 15:03:00 -0800,, 569633393673150464,negative,1.0,Can't Tell,1.0,Delta,,AIMPortW,,0,@JetBlue I have to say that JetBlue has officially lost a customer. What a waste of all the points I have too! I am yet to be in a flight..,,2015-02-22 15:02:38 -0800,, 569633257689518081,negative,1.0,Bad Flight,0.3579,Delta,,arthurhasher,,0,@Jetblue I will keep on tweeting until your CEO answers and personally apologizes to my wife and the passengers of flight 136. Just Wrong!!,,2015-02-22 15:02:06 -0800,Long Island - Arizona , 569633166031511552,negative,1.0,Can't Tell,1.0,Delta,,ThatJasonEaton,,0,@JetBlue I think it's safe to say that after 25 years of loyal #JetBlue flying we are officially DONE. #Byebyejetblue,,2015-02-22 15:01:44 -0800,, 569633036251340800,neutral,1.0,,,Delta,,rambinasaurus,,0,"@JetBlue I have someone driving me, it's best to get a wheelchair once I get inside?",,2015-02-22 15:01:13 -0800,,Atlantic Time (Canada) 569632594221867008,neutral,1.0,,,Delta,,amberfav,,0,@JetBlue finally! Finally!,,2015-02-22 14:59:28 -0800,,Central Time (US & Canada) 569632519387099137,negative,0.6421,Bad Flight,0.3265,Delta,,arthurhasher,,0,"@JetBlue Token $75.00 Goodwill Voucher for passengers stuck on flight 136 from Phoenix today. 3 hour mark. How about a $27,000 per passenger",,2015-02-22 14:59:10 -0800,Long Island - Arizona , 569630310779854848,negative,1.0,Late Flight,1.0,Delta,,Tom_Constantin,,0,@JetBlue anything serious I should worry about?,,2015-02-22 14:50:23 -0800,3Ø4 ,Quito 569630240512876546,positive,0.3715,,0.0,Delta,,rambinasaurus,,0,@JetBlue cool! Are there stairs at JFK? I can walk short distances but not stairs.,,2015-02-22 14:50:07 -0800,,Atlantic Time (Canada) 569630160233873411,neutral,1.0,,,Delta,,tomdalynh,,0,@JetBlue Think about it...boarding to a chill untz untz untz....like this http://t.co/lj2lARivE0...,,2015-02-22 14:49:48 -0800,Greater Boston Area,Eastern Time (US & Canada) 569629537400696832,negative,1.0,Customer Service Issue,0.3495,Delta,,ThatJasonEaton,,0,@JetBlue Why are you making it so freaking hard for me to say good things about you?? #jetbluefail http://t.co/v8SB0RBICx,,2015-02-22 14:47:19 -0800,, 569628922431873025,negative,1.0,Flight Attendant Complaints,0.6922,Delta,,ThatJasonEaton,,0,"@JetBlue Seriously, what is your solution? Who exactly will help my 5 year old if there's a problem with the plane? http://t.co/vPDRPLXj5a",,2015-02-22 14:44:52 -0800,, 569628752231018496,negative,1.0,Late Flight,1.0,Delta,,BillChurchMedia,,0,@JetBlue Your scheduling skills failed. The delay went from four hours to nearly six. Don't tell me you were snowbound in PBI.,,2015-02-22 14:44:12 -0800,"Sarasota, FL",Pacific Time (US & Canada) 569628503550906368,neutral,1.0,,,Delta,,thatjonparsons,,0,@jetblue the man sitting next 2 me at the terminal has a scent tht i cant quite put my finger on. pls dnt let him sit by me on the flight.,,2015-02-22 14:43:13 -0800,massachusetts yall~~~~~~~簡単に行く,Atlantic Time (Canada) 569628172842479616,negative,0.7025,Can't Tell,0.3702,Delta,,Crimson_Zombie,,0,"@JetBlue sadly, no! I have the app, but it also is experiencing difficulties. The flight information boards are keeping me updated.",,2015-02-22 14:41:54 -0800,Chicago, 569628159085301760,negative,1.0,Flight Attendant Complaints,0.3578,Delta,,ThatJasonEaton,,0,@JetBlue This is absurd. Should a stranger help my kids if there's a problem? #jetblue http://t.co/LAiGgef9Kj,,2015-02-22 14:41:50 -0800,, 569628053648904195,neutral,0.633,,0.0,Delta,,rambinasaurus,,0,@JetBlue I have a disabled seat in row 6 do I get to board earlier?,,2015-02-22 14:41:25 -0800,,Atlantic Time (Canada) 569627907871502338,negative,1.0,Lost Luggage,0.6659,Delta,,ericnax,,0,"@JetBlue, thanks for not guarantee that you can not deli ever my bags to my hotel, when bag missed connection. #sFO #customerservicenot",,2015-02-22 14:40:51 -0800,,Eastern Time (US & Canada) 569627675557384192,neutral,0.672,,0.0,Delta,,Tom_Constantin,,0,@JetBlue flight 2008,,2015-02-22 14:39:55 -0800,3Ø4 ,Quito 569627624617611264,neutral,0.6591,,0.0,Delta,,Tom_Constantin,,0,@JetBlue Pittsburgh,,2015-02-22 14:39:43 -0800,3Ø4 ,Quito 569627374674964480,negative,1.0,Bad Flight,0.7033,Delta,,ThatJasonEaton,,0,@JetBlue you're lucky we're still flying you after today's landing gear failure. Get your act together and help us sit with our kids!,,2015-02-22 14:38:43 -0800,, 569627273407569920,negative,1.0,Customer Service Issue,0.6804,Delta,,gpsomo,,0,@JetBlue so the prefference option is not something that you honor? So why having it as one of the services if not applied?,,2015-02-22 14:38:19 -0800,New York, 569626884549578752,negative,1.0,Flight Booking Problems,0.6838,Delta,,ThatJasonEaton,,0,"@JetBlue if you want to be helpful, find us a seat. Don't quote terms and conditions. #jetbluefail",,2015-02-22 14:36:47 -0800,, 569626613664653312,negative,0.6838,Bad Flight,0.6838,Delta,,ThatJasonEaton,,0,@JetBlue do you REALLY think it's okay to sit kids away from parents?! Srsly?! Esp after your landing gear failure?? http://t.co/x6SYW3MDVu,,2015-02-22 14:35:42 -0800,, 569625782181617664,negative,1.0,Bad Flight,0.3586,Delta,,ThatJasonEaton,,0,"@JetBlue they absolutely guaranteed us we would sit with our kids. Your ""terms"" response is insulting. #jetblue",,2015-02-22 14:32:24 -0800,, 569625606536732672,neutral,0.6629999999999999,,,Delta,,rambinasaurus,,0,@JetBlue flight 1025 JFK to TPA 8:05am on Saturday! One way ticket!,,2015-02-22 14:31:42 -0800,,Atlantic Time (Canada) 569624621047111680,negative,1.0,Late Flight,1.0,Delta,,BillChurchMedia,,0,@JetBlue What's your excuse this time for 1117 delay from LGA to TPA? I know the plane is in the air.,,2015-02-22 14:27:47 -0800,"Sarasota, FL",Pacific Time (US & Canada) 569624091646431232,negative,1.0,Customer Service Issue,1.0,Delta,,ThatJasonEaton,,0,"@JetBlue if you can't guarantee parents will sit with their children, don't sell tickets with that promise! #jetblue http://t.co/HDoXiM6NZ2",,2015-02-22 14:25:41 -0800,, 569623948767268864,negative,0.6563,Can't Tell,0.6563,Delta,,TheEliad,,0,@JetBlue once you go blue you don't go back,,2015-02-22 14:25:07 -0800,"42.3806° N, 71.2350° W",Eastern Time (US & Canada) 569623368711991296,negative,0.6766,Late Flight,0.6766,Delta,,Tom_Constantin,,0,@JetBlue why are there so many delays to north east cities?,,2015-02-22 14:22:48 -0800,3Ø4 ,Quito 569623248205430785,negative,1.0,Flight Attendant Complaints,1.0,Delta,,ThatJasonEaton,,0,@JetBlue kids fly. Don't hire people who don't care about them. This guy. #jetblue http://t.co/clvlhfgUZw,,2015-02-22 14:22:20 -0800,, 569622819283337218,negative,1.0,Flight Attendant Complaints,0.3505,Delta,,ThatJasonEaton,,0,@JetBlue I shouldn't be made to feel like a criminal because I want to sit near my 5 year old on a flight. #jetblue http://t.co/qgtCao1J2U,,2015-02-22 14:20:37 -0800,, 569622618195652608,negative,0.688,Can't Tell,0.688,Delta,,Crimson_Zombie,,0,"@JetBlue Usually I have such a great experience with you guys? Very, very unhappy with you right now.",,2015-02-22 14:19:49 -0800,Chicago, 569622447869304832,negative,1.0,Flight Attendant Complaints,1.0,Delta,,ThatJasonEaton,,0,@JetBlue why would you hire a guy who doesn't care about the safety of children? Not remotely acceptable. http://t.co/lKFh9HYHW8,,2015-02-22 14:19:09 -0800,, 569622389920641024,negative,1.0,Late Flight,0.7077,Delta,,Crimson_Zombie,,0,"@JetBlue what's up? Three delays so far, resulting in over three hours of unnecessary, extra waiting.",,2015-02-22 14:18:55 -0800,Chicago, 569621991852019713,positive,1.0,,,Delta,,jabeblanchard,,0,"@JetBlue For the record, that was less than a 10-minute turnaround time for the answer from the question. JetBlue rocks!",,2015-02-22 14:17:20 -0800,Right Coast,Eastern Time (US & Canada) 569621840844464128,negative,0.6771,Flight Attendant Complaints,0.3452,Delta,,ThatJasonEaton,,0,@JetBlue never had an airline refuse to help sit parents with tiny kids. But this guy is willing to do it. #JetBlue http://t.co/MzZfGqfHu2,,2015-02-22 14:16:44 -0800,, 569621744295682048,negative,1.0,Late Flight,1.0,Delta,,gpsomo,,0,"@JetBlue from San Diego with a 4 hour delay to JFK!Even you have a Amex JetBlue, even having over 50.000 travel miles, you're still nothing",,2015-02-22 14:16:21 -0800,New York, 569621351650209792,negative,0.6898,Flight Attendant Complaints,0.3545,Delta,,ThatJasonEaton,,0,@JetBlue it seems almost inconceivable that sitting a 5 year old alone is considered okay. But this guy thinks so. http://t.co/q9n6NZYSpK,,2015-02-22 14:14:47 -0800,, 569621047353450496,negative,1.0,Late Flight,1.0,Delta,,JunkyardFiegs,,0,@JetBlue Third straight time that my flight has been delayed flying with you guys. This will be my last trip with you.,"[42.40805407, -88.62699707]",2015-02-22 14:13:35 -0800,,Central Time (US & Canada) 569620910019182592,negative,1.0,Late Flight,1.0,Delta,,volition,,0,"@JetBlue you've let me down. 2:15 delay at JFK because of inbound flight from Syracuse, really? #ishouldhavedriven",,2015-02-22 14:13:02 -0800,"breukelen, ny",Eastern Time (US & Canada) 569620873394696192,negative,1.0,Flight Attendant Complaints,0.6846,Delta,,ThatJasonEaton,,0,@JetBlue a 5 year old can't sit alone on a flight. This is absurd. And this guy is a dick. #jetblue http://t.co/2HXsDP0ha4,,2015-02-22 14:12:53 -0800,, 569620598307074048,negative,1.0,Flight Attendant Complaints,1.0,Delta,,ThatJasonEaton,,0,@JetBlue being told by this guy that he will not help us sit next to our 5 and 8 year old on the flight. #jetblue http://t.co/49FLbgzZkd,,2015-02-22 14:11:48 -0800,, 569620168671756288,neutral,0.6376,,0.0,Delta,,Ben_Harriton,,0,@JetBlue of my tray table is broken what do i do?,,2015-02-22 14:10:05 -0800,, 569619984802054144,neutral,0.3568,,0.0,Delta,,jabeblanchard,,0,"@JetBlue Domestic. To be clear -- I do not have to sit in (your lovely) terminal, just need to be there 1 hour prior to boarding? Thanks!",,2015-02-22 14:09:22 -0800,Right Coast,Eastern Time (US & Canada) 569618489788346368,negative,1.0,Late Flight,0.6204,Delta,,WoodyLashen,,0,@JetBlue thanks for NOT! Sending me an update that our flight was delayed 3 hours. Unbelievable!,,2015-02-22 14:03:25 -0800,,Central Time (US & Canada) 569618309357940737,neutral,0.6427,,,Delta,,ChrisDonahoe,,0,@JetBlue the fact that #ChrisHasMadeUsBLUSH isn't trending is how you know I'm loyal ;),,2015-02-22 14:02:42 -0800,"Washington, D.C.",Quito 569618014141751298,negative,1.0,Late Flight,1.0,Delta,,BuffaloBI11,,0,@JetBlue 5 hours delayed now in hour increments? Really? & as Mosaic I still have to pay $25 to use lounge during this waste of a Sunday?,,2015-02-22 14:01:32 -0800,New York / Bahamas, 569617906390052865,negative,0.6675,Lost Luggage,0.6675,Delta,,AlisonReynolds,,0,"@JetBlue no, I haven't done that yet. Is that something I can do online? Thx!",,2015-02-22 14:01:06 -0800,"Boston, MA ",Eastern Time (US & Canada) 569617776509378560,neutral,1.0,,,Delta,,TINKERBELLEadog,,1,@JetBlue woof I'm on the red cArpet http://t.co/iIdrbLNOoX,,2015-02-22 14:00:35 -0800,"New York, NY",Eastern Time (US & Canada) 569617259548708864,negative,1.0,Bad Flight,1.0,Delta,,AdamJBerry,,0,"@JetBlue @amybruni No wifi on this flight so we can't tweet you our Oscar party pics at 37,000ft. #bluecarpet :-( SEA✈️BOS",,2015-02-22 13:58:32 -0800,Provincetown Ma,Eastern Time (US & Canada) 569616883734974464,negative,1.0,Late Flight,0.6633,Delta,,kfunk18,,0,@JetBlue Thank you for the reply. Would've appreciated communication before checking in about the delay. JetBlue used to be my go-to,,2015-02-22 13:57:02 -0800,,Eastern Time (US & Canada) 569616576481267712,neutral,1.0,,,Delta,,BernardLeCroix,,0,@JetBlue What confirmation number?,,2015-02-22 13:55:49 -0800,"Providence, RI",Eastern Time (US & Canada) 569615753885970432,negative,1.0,Customer Service Issue,1.0,Delta,,BernardLeCroix,,0,@JetBlue You also promised to change my wife's name on the account and it is also not done. WTF?,,2015-02-22 13:52:33 -0800,"Providence, RI",Eastern Time (US & Canada) 569615636869062659,negative,1.0,Customer Service Issue,0.6495,Delta,,BernardLeCroix,,0,@JetBlue You guys really suck! I just spent 40 minutes on the phone linking my credits to my account. They are still NOT there! 1/2,,2015-02-22 13:52:05 -0800,"Providence, RI",Eastern Time (US & Canada) 569614500044918784,positive,0.6472,,,Delta,,ChrisDonahoe,,0,"@JetBlue btw, Robin Hayes is speaking at next month's @USChamber aviation summit. He ought to give a shout out to his Twitter team. You rock",,2015-02-22 13:47:34 -0800,"Washington, D.C.",Quito 569612120758878208,neutral,0.6889,,0.0,Delta,,spark911uk,,0,@JetBlue follow for DM please,"[0.0, 0.0]",2015-02-22 13:38:07 -0800,New York City,Eastern Time (US & Canada) 569609436714680320,positive,0.6778,,,Delta,,Ketzirah,,0,@JetBlue oh. And thank you for responding,,2015-02-22 13:27:27 -0800,"Washington, DC",Eastern Time (US & Canada) 569607909501472769,negative,0.6932,Late Flight,0.6932,Delta,,Ketzirah,,0,@JetBlue where is it coming from? I thought Tampa?,,2015-02-22 13:21:23 -0800,"Washington, DC",Eastern Time (US & Canada) 569607852236640256,negative,1.0,Can't Tell,0.6706,Delta,,jessbutl,,1,@JetBlue Good perspective. If only this safety concern had been expressed at some point before I arrived at the airport. #communicationiskey,,2015-02-22 13:21:09 -0800,"Brooklyn, NY", 569606966772940801,negative,1.0,Late Flight,0.6684,Delta,,Ketzirah,,0,@JetBlue exactly why is my flight delayed? 599 BDL to DCA? Can't seem to get an answer,,2015-02-22 13:17:38 -0800,"Washington, DC",Eastern Time (US & Canada) 569605593159352322,positive,1.0,,,Delta,,BASRMNN,,0,@JetBlue thanks. We are ticketed on stand by for flight 1970. I hope we make it out. Fingers crossed,,2015-02-22 13:12:10 -0800,, 569604507405037569,negative,0.6427,Flight Booking Problems,0.3274,Delta,,HarmeetSM,,0,"@JetBlue flight from BOS - RSW tomorrow, all i need is my wife + 3yr old to sit together, but no option when checking in.",,2015-02-22 13:07:51 -0800,, 569604469324967938,neutral,1.0,,,Delta,,spark911uk,,0,"@JetBlue is your partnership with Hawaiian live? Earn Hawaiian miles flying Jetblue ? IF so, how do I add @HawaiianAir to my JB Flight Booking Problems ?","[0.0, 0.0]",2015-02-22 13:07:42 -0800,New York City,Eastern Time (US & Canada) 569604208661409792,negative,1.0,Bad Flight,1.0,Delta,,arthurhasher,,0,@JetBlue You left 175 PEOPLE on a hot plane with no ventilation for over an hour and a half and then had to bus them to JFK because of ....,,2015-02-22 13:06:40 -0800,Long Island - Arizona , 569604033083789312,negative,0.6535,Late Flight,0.6535,Delta,,ItsChristine_x,,0,@JetBlue at what point in delays can I take a different flight to my destination?,,2015-02-22 13:05:58 -0800,,Eastern Time (US & Canada) 569603641767792641,positive,1.0,,,Delta,,djchupy,,0,@JetBlue thank you guys! You are the best! 🙌✈️,,2015-02-22 13:04:25 -0800,"Miami, FL",Central Time (US & Canada) 569603529888788480,negative,1.0,Can't Tell,0.6936,Delta,,arthurhasher,,0,"@JetBlue You just don't get it. It's not about the money, It's about PEOPLE!!!! How about a public apology from the president of Jet Blue.",,2015-02-22 13:03:58 -0800,Long Island - Arizona , 569603273033945090,negative,1.0,Flight Booking Problems,0.6803,Delta,,HarmeetSM,,0,"@JetBlue why, when you book a flight now, does jetblue separate a 3yr old from the mother? Isn't that a bit stupid? check-in headaches!",,2015-02-22 13:02:57 -0800,, 569603039750852608,negative,0.6882,Can't Tell,0.6882,Delta,,libingobugle,,0,@JetBlue does not fit in 140,"[0.0, 0.0]",2015-02-22 13:02:02 -0800,"Ft. Lauderdale, FL",Eastern Time (US & Canada) 569603002278944768,positive,1.0,,,Delta,,stephane_vt,,0,@JetBlue love it as always!,,2015-02-22 13:01:53 -0800,"Port-au-Prince, NYC.",Quito 569602974671990784,negative,1.0,Can't Tell,0.6705,Delta,,arthurhasher,,0,"@JetBlue You never got my wife to her destination and you expect a $75.00 ""goodwill credit"" will make everything hunky-dory. You blew it.",,2015-02-22 13:01:46 -0800,Long Island - Arizona , 569602897572450305,negative,1.0,Late Flight,1.0,Delta,,amberfav,,0,"@JetBlue every time I look at the flight status, 30 more minutes is added to the delay. How about some points for trouble??",,2015-02-22 13:01:28 -0800,,Central Time (US & Canada) 569602645712769025,neutral,1.0,,,Delta,,AuthorMarcClark,,1,"As soon as I can, sending my son home with you Saturday. @JetBlue",,2015-02-22 13:00:28 -0800,New York City,Arizona 569601850820976640,negative,1.0,Late Flight,1.0,Delta,,djchupy,,1,"@JetBlue hey awesome peeps, what's up with flight 1159 from Boston? Delayed 3hrs?",,2015-02-22 12:57:18 -0800,"Miami, FL",Central Time (US & Canada) 569599590355173376,neutral,1.0,,,Delta,,tyboooo314,,0,@JetBlue is there wifi on he plain,,2015-02-22 12:48:19 -0800,, 569596394819883008,positive,1.0,,,Delta,,OlivierGachot,,11,"@JetBlue what a great experience on flight from SFO to JFK; seats, service, food, everything is top quality. I will be back. Very soon!",,2015-02-22 12:35:37 -0800,Palo Alto CA,Pacific Time (US & Canada) 569594354924425216,negative,1.0,Late Flight,0.6703,Delta,,hrudski,,0,"@JetBlue Flights 1384 and 1583. I have picked up twice this week for 1583, and both times it was delayed!! 😕",,2015-02-22 12:27:31 -0800,, 569592675638382592,negative,1.0,Late Flight,1.0,Delta,,hrudski,,0,"@JetBlue What's up with delays to and from Boston today? My sister is trying to go home, and bro-in-law trying to come to RDU. Craziness!",,2015-02-22 12:20:51 -0800,, 569590527349252096,neutral,1.0,,,Delta,,kessler,,0,@JetBlue wondering if it's possible for my colleague and I to get on an earlier flight LAX>JFK tomorrow. Can you help?,,2015-02-22 12:12:18 -0800,"New York, NY",Eastern Time (US & Canada) 569588667225927680,negative,0.6697,Lost Luggage,0.3557,Delta,,uzisuzi,,0,@JetBlue 118 to Boston still sitting,,2015-02-22 12:04:55 -0800,#Titletown,Eastern Time (US & Canada) 569587048811761664,negative,1.0,Can't Tell,0.3516,Delta,,emilybholan,,0,@JetBlue now we dont have enough money for parking in your garage this is your fault and im not paying for what should be 10mins into 3hrs,,2015-02-22 11:58:29 -0800,N Y, 569586611085815808,neutral,0.7012,,,Delta,,canolibean,,0,@JetBlue hope so! looks nice and warm in San Juan 🌴,,2015-02-22 11:56:45 -0800,the burg nj, 569586189776371712,positive,0.6634,,,Delta,,canolibean,,0,@JetBlue thanks for replying-I feel a little better we'll see how it goes ☺️✈️,,2015-02-22 11:55:04 -0800,the burg nj, 569585827019399168,neutral,1.0,,,Delta,,canolibean,,0,@JetBlue I usually do-but I didn't make the Flight Booking Problems this time-that'll teach me! Yea I have that going for me at least haha,,2015-02-22 11:53:38 -0800,the burg nj, 569585355319599104,negative,1.0,Lost Luggage,0.6932,Delta,,emilybholan,,0,@JetBlue I waited 3 hrs for my bags and my flight was only 2 hrs,,2015-02-22 11:51:45 -0800,N Y, 569585203666161664,negative,0.6848,Customer Service Issue,0.3486,Delta,,canolibean,,0,@JetBlue should I bother contacting them? I already checked into my flight 😕,,2015-02-22 11:51:09 -0800,the burg nj, 569584372820647936,neutral,0.6737,,0.0,Delta,,canolibean,,0,@JetBlue early last month via Expedia-there's an extra middle name and initial attached to my last name,,2015-02-22 11:47:51 -0800,the burg nj, 569582603902128128,negative,1.0,Late Flight,0.6449,Delta,,HaasMonte,,0,"@JetBlue backlog is an hour at most, this is over two! Unacceptable!!",,2015-02-22 11:40:49 -0800,NYC,Quito 569581303785328640,negative,1.0,Lost Luggage,0.6509,Delta,,HaasMonte,,0,@JetBlue your agent told us TSA didn't have a crew to get bags!,,2015-02-22 11:35:39 -0800,NYC,Quito 569581126215438336,positive,1.0,,,Delta,,BFarraye,,0,@JetBlue you guys rock!,,2015-02-22 11:34:57 -0800,NYC,Quito 569580460843651072,positive,0.7090000000000001,,,Delta,,BFarraye,,0,@JetBlue my email is my twitter handle followed by gmail ☺👍👍,,2015-02-22 11:32:18 -0800,NYC,Quito 569580001672237056,positive,1.0,,,Delta,,BFarraye,,0,@JetBlue Awesome! #bestairlineever,,2015-02-22 11:30:29 -0800,NYC,Quito 569579153604743171,negative,1.0,Flight Attendant Complaints,0.3671,Delta,,HaasMonte,,0,@JetBlue no baggage crew update! Your staff is incompetent with no answers after 2 hours....,,2015-02-22 11:27:07 -0800,NYC,Quito 569578439797313536,neutral,1.0,,,Delta,,BFarraye,,0,@JetBlue the whole plane. Flight 561 from LGA to PBI http://t.co/4Ktk2hsmGy,,2015-02-22 11:24:16 -0800,NYC,Quito 569578296360378369,negative,1.0,Lost Luggage,1.0,Delta,,HaasMonte,,0,@JetBlue is blaming @TSA for flight 584 luggage debacle! #luggagegate,,2015-02-22 11:23:42 -0800,NYC,Quito 569577794910490624,negative,0.6859999999999999,Can't Tell,0.6859999999999999,Delta,,BFarraye,,0,"@JetBlue Yoga it is. TV service seems to be down though :-( I look forward to that do much!","[40.7740308, -73.8674526]",2015-02-22 11:21:43 -0800,NYC,Quito 569577434657492992,neutral,0.6575,,,Delta,,ChrisDonahoe,,0,"@JetBlue w/ edits: Dear @msbgu , your MBAs need better benefits. They should work for us. How can we meet them?",,2015-02-22 11:20:17 -0800,"Washington, D.C.",Quito 569577005278064640,neutral,0.6529,,,Delta,,PumaSF,,0,@JetBlue of course I am!!✈️,,2015-02-22 11:18:34 -0800,San Francisco,Pacific Time (US & Canada) 569576321011077121,negative,1.0,Can't Tell,0.6819,Delta,,BillChurchMedia,,0,@JetBlue You failed. That's the answer. Please don't justify otherwise.,,2015-02-22 11:15:51 -0800,"Sarasota, FL",Pacific Time (US & Canada) 569576214047760385,negative,1.0,Late Flight,1.0,Delta,,SedaEvis,,0,"@JetBlue come on! Already delayed 2+ hrs on flight 1415 as we waited for the pilot to come from Boston, now you reassign him?! Endless trip.",,2015-02-22 11:15:26 -0800,New York, 569576099018985472,negative,1.0,Flight Booking Problems,0.6667,Delta,,BillChurchMedia,,0,"@JetBlue When I got your alert, I immediately started looking to rebook. But we only had 11 minutes from reFlight Booking Problems to catch a flight to SRQ.",,2015-02-22 11:14:58 -0800,"Sarasota, FL",Pacific Time (US & Canada) 569576074050473984,positive,0.6533,,,Delta,,PumaSF,,0,@JetBlue I only fly Jet Blue,,2015-02-22 11:14:52 -0800,San Francisco,Pacific Time (US & Canada) 569575699314569216,neutral,1.0,,,Delta,,ChrisDonahoe,,0,@JetBlue Perhaps you need to start recruiting @msbgu ;),,2015-02-22 11:13:23 -0800,"Washington, D.C.",Quito 569574711899922433,positive,0.6621,,,Delta,,ChrisDonahoe,,0,@JetBlue Start including PTO in your getaway packages and I'm all in,,2015-02-22 11:09:28 -0800,"Washington, D.C.",Quito 569574221216661505,positive,0.6621,,0.0,Delta,,hugovzolano,,0,@JetBlue thanks. I will use the extra time to do some more shopping! Did somebody say duty free?,"[4.69840554, -74.14134323]",2015-02-22 11:07:31 -0800,Fort Lauderdale, 569573843825790976,positive,1.0,,,Delta,,artburkart,,0,@JetBlue's flight Flight Booking Problems experience is pretty great!,,2015-02-22 11:06:01 -0800,Boston,London 569573528149716992,negative,0.6334,longlines,0.3342,Delta,,DonnellyVJ,,0,@JetBlue still waiting to board and see if they will give us the exit row.,,2015-02-22 11:04:45 -0800,, 569572707299299328,positive,1.0,,,Delta,,SMHillman,,0,@JetBlue thanks for making my trip home #MintyFresh next #brandmance flight I'll take more selfies! #LOVE #travel #business,,2015-02-22 11:01:30 -0800,"New York, NY",Eastern Time (US & Canada) 569572180012371968,negative,1.0,Lost Luggage,0.6699,Delta,,Glodziegirl,,0,"@JetBlue I shouldn't have to find them, they should tell us. I've flown Jet Blue since your first month. The experience isn't what it was.",,2015-02-22 10:59:24 -0800,New York/Long Beach,Quito 569571938819055617,negative,0.6602,Late Flight,0.6602,Delta,,ItsChristine_x,,0,@JetBlue if my flight was delayed can I show up at the airport with the appropriate amount of time for the delay or do I have to go on time?,,2015-02-22 10:58:27 -0800,,Eastern Time (US & Canada) 569571829033144320,negative,0.6736,Late Flight,0.6736,Delta,,yogadeals,,0,@JetBlue I'm over that honestly just would like to get going on the journey.,,2015-02-22 10:58:00 -0800,nyc,Mountain Time (US & Canada) 569571763744452608,negative,1.0,Late Flight,1.0,Delta,,BillChurchMedia,,0,"@JetBlue If that was the case, why did your alert arrive so Late Flight? Four-hour delay? Don't buy it.",,2015-02-22 10:57:45 -0800,"Sarasota, FL",Pacific Time (US & Canada) 569571731649667072,negative,0.6617,Bad Flight,0.6617,Delta,,DonnellyVJ,,0,@JetBlue our flight out no Tv. Now our flight back not seated together. B6 620. Maybe our fault still no fun.,"[32.73346632, -117.20410937]",2015-02-22 10:57:37 -0800,, 569571492947742720,negative,1.0,Customer Service Issue,0.3573,Delta,,yogadeals,,0,@JetBlue I don't believe so. That's not what the team has told us.,,2015-02-22 10:56:40 -0800,nyc,Mountain Time (US & Canada) 569568878977794048,negative,1.0,Bad Flight,0.66,Delta,,yogadeals,,0,@JetBlue also not have food available even for purchase is quite shocking since this is a 5 hour international flight.,,2015-02-22 10:46:17 -0800,nyc,Mountain Time (US & Canada) 569568357030232066,negative,1.0,Flight Attendant Complaints,1.0,Delta,,yogadeals,,0,@JetBlue #1691 out of JFK. no one has info & no answers as to why we boarded the plane. the team is in an awkward spot & everyone is cranky,,2015-02-22 10:44:13 -0800,nyc,Mountain Time (US & Canada) 569566880006086656,neutral,1.0,,,Delta,,BASRMNN,,0,@JetBlue I have a reservation for tomorrow morning but trying to get back 2 night bc other flight was going to jfk. Can I get on list at CTG,,2015-02-22 10:38:20 -0800,, 569566511184125952,negative,1.0,longlines,0.7013,Delta,,Worldtravelure,,0,@jetblue Flight 1562 is still waiting for bags. Most of us checked in 12 hours ago. People are missing connections. Please help!,"[40.64646912, -73.79133606]",2015-02-22 10:36:52 -0800,"New York, New York",Eastern Time (US & Canada) 569565393502793728,neutral,1.0,,,Delta,,BASRMNN,,0,@JetBlue any way to get 2 ppl on standby list for flight 1970 FLL to BOS. Trying to find way home.,,2015-02-22 10:32:26 -0800,, 569564824939556864,negative,1.0,Can't Tell,0.67,Delta,,arthurhasher,,0,@JetBlue Something to think about when you are dealing with PEOPLE!!!!! Just wrong. No excuses. Figure it out & expect the unexpected,,2015-02-22 10:30:10 -0800,Long Island - Arizona , 569564666013163520,negative,1.0,Late Flight,0.6769,Delta,,amberfav,,0,@JetBlue I understand but wish you would have announced the delay 2 hours earlier vs sitting for 2 hrs at MCO,,2015-02-22 10:29:33 -0800,,Central Time (US & Canada) 569564016906891264,negative,1.0,Late Flight,1.0,Delta,,amberfav,,0,@JetBlue what gives? Delayed over 2 hours at MCO to JFK. Every time!,,2015-02-22 10:26:58 -0800,,Central Time (US & Canada) 569563087964995584,positive,0.6667,,,Delta,,2littlebirds,,0,"“@JetBlue: @2littlebirds Well captured, Brittany! We love the clouds! :) Enjoy the ride!” Thank you!","[38.6485933, -121.11740707]",2015-02-22 10:23:16 -0800,LA CA USA,Pacific Time (US & Canada) 569562990250323968,negative,1.0,Customer Service Issue,0.3694,Delta,,arthurhasher,,0,@JetBlue My wife was with our dog. They wouldn't even let her out off the plane. My daughter was at Newburgh lives close by. So wrong,,2015-02-22 10:22:53 -0800,Long Island - Arizona , 569559833415970816,negative,1.0,Late Flight,0.3386,Delta,,Worldtravelure,,0,"@JetBlue According to your ground staff, it hasn't even been taken off the plane yet!","[40.64646912, -73.79133606]",2015-02-22 10:10:20 -0800,"New York, New York",Eastern Time (US & Canada) 569559370104639488,negative,1.0,Late Flight,1.0,Delta,,badcookieadvice,,0,.@JetBlue thanks for making an effort. Credit where credit is due: flight 795 delayed 5 hours instead of 8 hours. #fwiw #loweredexpectations,,2015-02-22 10:08:30 -0800,,Eastern Time (US & Canada) 569559136540561408,negative,1.0,Late Flight,0.6835,Delta,,arthurhasher,,0,@JetBlue At what time? All these passengers were sitting on a hot plane with no air and no communication for over 2 hours. Just wrong,,2015-02-22 10:07:34 -0800,Long Island - Arizona , 569558286216929280,negative,1.0,Late Flight,1.0,Delta,,LAURACORDER0,,0,"@JetBlue flight delayed at JFK 2 hours, then 3 hours, then 8.5 hours? Now it's back to 5 hours with no explanation or apology?",,2015-02-22 10:04:11 -0800,GOLD COAST / MELBOURNE,London 569558235897688064,positive,1.0,,,Delta,,jbs2886,,0,@JetBlue thanks! Have a good Sunday.,,2015-02-22 10:03:59 -0800,"New Orleans, LA",Eastern Time (US & Canada) 569558114447560706,negative,1.0,Late Flight,1.0,Delta,,Worldtravelure,,0,"@JetBlue Flight 1562 had a 4 1/2 hour weather delay, but what is the 45 minute delay in getting bags to tired passengers?","[40.64646912, -73.79133606]",2015-02-22 10:03:31 -0800,"New York, New York",Eastern Time (US & Canada) 569558065516822528,negative,1.0,Late Flight,0.6813,Delta,,LegionJosh,,1,@JetBlue 5hrs on Tarmac yest b4 Cancelled Flight @12am.Today 3+ hr delay. Why not send txt/email re: JFK closed & saved all trip 2 sit @airport again?,,2015-02-22 10:03:19 -0800,, 569557216480665600,negative,1.0,Late Flight,1.0,Delta,,thedaniburden,,0,"@JetBlue flying out of BUF 2 BOS, missing captain... Really? Delayed til 2:00... Not happy...",,2015-02-22 09:59:56 -0800,"Buffalo, New York",Quito 569556860652675072,negative,1.0,Late Flight,1.0,Delta,,Perch1019,,0,"@jetblue, it would be nice if the app would actually inform you that a flight is delayed.",,2015-02-22 09:58:32 -0800,"ÜT: 41.033836,-73.775829",Eastern Time (US & Canada) 569554776611901440,neutral,1.0,,,Delta,,Setorii,,0,His name is Enzo 😊 RT @JetBlue : @Setorii Well hello there pooch! What's your name? #dog http://t.co/dLh9138HBg,,2015-02-22 09:50:15 -0800,"Beverly Hills, CA",Pacific Time (US & Canada) 569554727572099072,negative,1.0,Can't Tell,1.0,Delta,,jbs2886,,0,"@JetBlue I know, but I wanted to pass it along. Not good for the ""T5 experience"" esp for someone who flies 2-3 times a month.",,2015-02-22 09:50:03 -0800,"New Orleans, LA",Eastern Time (US & Canada) 569554300495462400,neutral,1.0,,,Delta,,arthurhasher,,0,@JetBlue Flight 136 departed Phoenix at 1:30 am,,2015-02-22 09:48:21 -0800,Long Island - Arizona , 569552658010210305,negative,1.0,Late Flight,0.6611,Delta,,arthurhasher,,0,@JetBlue So what about the plane stuck in Newburgh won't start. It that weather reLate Flightd as well. These passengers on plane for 10 hrs.,,2015-02-22 09:41:50 -0800,Long Island - Arizona , 569552552297041920,negative,1.0,Flight Attendant Complaints,1.0,Delta,,jbs2886,,0,@JetBlue thanks. Home to MSY. TSA precheck agents directing people after photo until scan beyond rude. One grabbed and pushed children.,,2015-02-22 09:41:24 -0800,"New Orleans, LA",Eastern Time (US & Canada) 569550230376423424,neutral,1.0,,,Delta,,NatalieMarry,,0,@JetBlue Promo Watch Phone $33 at Amazon check http://t.co/leNaOwFyvU,,2015-02-22 09:32:11 -0800,, 569549922569224192,negative,1.0,Customer Service Issue,0.6709999999999999,Delta,,AnisahMunruddin,,0,"@JetBlue, your hold music sucks.",,2015-02-22 09:30:57 -0800,New York,Eastern Time (US & Canada) 569548726265470976,neutral,0.6606,,0.0,Delta,,nickrau_,,0,@JetBlue Customer of the year? http://t.co/epqqONHO2H,,2015-02-22 09:26:12 -0800,"Nashville, TN",Central Time (US & Canada) 569548188375326721,negative,0.3713,Can't Tell,0.3713,Delta,,jbs2886,,0,"@JetBlue JFK T5 north check in. 3 bag drop ladies, 1 has been checking in someone for the entire time; another doing check ins too.",,2015-02-22 09:24:04 -0800,"New Orleans, LA",Eastern Time (US & Canada) 569547458520469505,negative,1.0,longlines,1.0,Delta,,davisesq212,,0,@JetBlue no excuse though for 3 gate changes though.,,2015-02-22 09:21:10 -0800,New York City,Eastern Time (US & Canada) 569547374454050816,negative,0.6582,Customer Service Issue,0.3365,Delta,,davisesq212,,0,"@JetBlue if someone had bothered to inform us that the airport closed, that would have helped.",,2015-02-22 09:20:50 -0800,New York City,Eastern Time (US & Canada) 569546763297796096,negative,1.0,Flight Attendant Complaints,1.0,Delta,,SOBrien526,,0,@JetBlue get me home! Flight 2016 from buf to Bos is missing a captain!? Really!?,,2015-02-22 09:18:24 -0800,Boston ,Quito 569545323657494528,negative,1.0,Late Flight,1.0,Delta,,jackburke,,0,@JetBlue nope. This 8:45am flight is now not leaving until almost 5pm. 5! I can't believe I paid money for this.,,2015-02-22 09:12:41 -0800,austin,Eastern Time (US & Canada) 569543615862722561,positive,1.0,,,Delta,,KShay1985,,0,@JetBlue thank you. We are finally at the gate.,,2015-02-22 09:05:54 -0800,"New York City, NY", 569543457452064768,positive,0.6593,,,Delta,,RosieRHues,,0,@JetBlue flight to Orlando is unable to serve hot bevies.... So they've made movies and alcohol complimentary. That works,,2015-02-22 09:05:16 -0800,scarborough ontario canada,Eastern Time (US & Canada) 569543012914565126,negative,1.0,Late Flight,0.7087,Delta,,CookJaycook123,,0,@JetBlue @CookJaycook123 the only update we get is that they have no idea when we will get an update. Way to go. #hopeless,,2015-02-22 09:03:30 -0800,, 569542909533384707,negative,1.0,Late Flight,0.6838,Delta,,Amagrino,,0,@JetBlue @Amagrino will you cover the cost of my car service waiting time?!,,2015-02-22 09:03:05 -0800,"New York, NY",Eastern Time (US & Canada) 569542385627230208,neutral,1.0,,,Delta,,JaredLogan,,0,@JetBlue don't I always?,,2015-02-22 09:01:00 -0800,"New York, New York", 569542242983124992,positive,1.0,,,Delta,,sandyy889,,0,@JetBlue Landing! As usual great flight wiyh a great crew. Hello sunny West Palm Beach ! #jetbluerocks,,2015-02-22 09:00:26 -0800,,America/Detroit 569542052259766272,negative,0.6809,longlines,0.3511,Delta,,KShay1985,,0,"@JetBlue this is ridiculous we are on 1.5 hours coming up of waiting to deplane, there are are newborns on board",,2015-02-22 08:59:41 -0800,"New York City, NY", 569541545029804034,negative,1.0,Late Flight,0.6503,Delta,,Amagrino,,0,"@JetBlue waiting at HPN on plane more than an hour since landing b/c of no gate, please get us off this plane!",,2015-02-22 08:57:40 -0800,"New York, NY",Eastern Time (US & Canada) 569541478244089857,negative,1.0,Can't Tell,0.3478,Delta,,JaredLogan,,0,@JetBlue too Late Flight. Several passengers are inebriated. You're in league with big alcohol. Shame on you.,,2015-02-22 08:57:24 -0800,"New York, New York", 569541336224927744,negative,1.0,Late Flight,1.0,Delta,,KShay1985,,0,@JetBlue thanks for making my vacation not worth it again... Currently waiting on the runway for another hour to DEPLANE,,2015-02-22 08:56:50 -0800,"New York City, NY", 569541328289165312,negative,1.0,Can't Tell,0.6601,Delta,,BluTapes,,0,@JetBlue letting me down in San Fran. No Media rate? What's the deal? Looks like this is the last time I fly anywhere with you.,,2015-02-22 08:56:48 -0800,Boston,Eastern Time (US & Canada) 569540050821763072,positive,1.0,,,Delta,,contimike,,0,@JetBlue they were amazing and thank you!,,2015-02-22 08:51:44 -0800,"New York, sort of!", 569539928129818624,negative,1.0,Flight Attendant Complaints,0.3437,Delta,,jackburke,,0,"@JetBlue and have empty ""help"" desks",,2015-02-22 08:51:15 -0800,austin,Eastern Time (US & Canada) 569539746348675073,negative,1.0,Customer Service Issue,0.6517,Delta,,jackburke,,0,"@JetBlue there was a closure? People here need to inform passengers, not send them gate to gate w no info on boards re: updated departures",,2015-02-22 08:50:31 -0800,austin,Eastern Time (US & Canada) 569539287118692352,negative,0.3474,Late Flight,0.3474,Delta,,emptynester25,,0,@JetBlue according to jfk plenty of planes are landing. No problem there,,2015-02-22 08:48:42 -0800,, 569539111222190081,neutral,0.6714,,0.0,Delta,,emptynester25,,0,@JetBlue when will the system be up and running?,,2015-02-22 08:48:00 -0800,, 569538840735703040,negative,0.6383,Late Flight,0.6383,Delta,,davisesq212,,0,@JetBlue Thanks for the THIRD gate change http://t.co/UfBdr5AxeO,,2015-02-22 08:46:55 -0800,New York City,Eastern Time (US & Canada) 569538135916351489,positive,1.0,,,Delta,,2littlebirds,,0,“@JetBlue: @2littlebirds Beautiful shot.. Thanks for sharing. Using #FlyFi to post? ;)” Your welcome! Not on this flight. It was a quickie;),"[38.69255098, -121.58854512]",2015-02-22 08:44:07 -0800,LA CA USA,Pacific Time (US & Canada) 569538127016144896,negative,1.0,Can't Tell,1.0,Delta,,JaredLogan,,0,@JetBlue Flight 1533 JFK to Cartagena all at this airport bar singing the opposite of your praises! We're making a pact to never fly u again,,2015-02-22 08:44:05 -0800,"New York, New York", 569538002025779200,neutral,0.6658,,0.0,Delta,,jackburke,,0,@JetBlue 795 to Austin,,2015-02-22 08:43:35 -0800,austin,Eastern Time (US & Canada) 569537388986421249,positive,1.0,,,Delta,,nancyberman_,,0,"@JetBlue she helped me with my problem so easily and was so nice, you guys rock!",,2015-02-22 08:41:09 -0800,• PSU '19 • faith • ,Eastern Time (US & Canada) 569536910990950401,negative,1.0,Late Flight,1.0,Delta,,karaklenk,,0,@JetBlue what happened to our plane meant to leave @ 830? Why do we have to wait for 1 from buffalo? Seems organizational error not weather.,,2015-02-22 08:39:15 -0800,New York,Eastern Time (US & Canada) 569535821486952448,negative,0.6596,Can't Tell,0.6596,Delta,,emptynester25,,0,"@JetBlue where is the ""award winning service""?",,2015-02-22 08:34:55 -0800,, 569535647704354816,negative,1.0,Customer Service Issue,0.3694,Delta,,DrCraigKasper,,0,@JetBlue really not acceptable. Just informed plane won't start. Chartering bus to take passengers to jfk.,,2015-02-22 08:34:14 -0800,"New York, New York",Eastern Time (US & Canada) 569535236884664320,negative,0.682,Late Flight,0.3486,Delta,,wwewwf1982,,0,@JetBlue how much longer to JFK open's I am a diabetic and I need sugar plane don't have nothing,,2015-02-22 08:32:36 -0800,, 569535203888271361,negative,0.648,Late Flight,0.648,Delta,,emptynester25,,0,@JetBlue flight 16 now sent back to the gate even though the app says its leaving. Anyone have a clue? It's 36 and sunny at JFK,,2015-02-22 08:32:28 -0800,, 569534889055395841,negative,1.0,Customer Service Issue,0.6733,Delta,,jackburke,,0,@JetBlue u guys have 2b kidding. No help anywhere. 5 hour delays? Still no answers. Bad cust service. #idlovetoask http://t.co/DPX3yoGTEj,,2015-02-22 08:31:13 -0800,austin,Eastern Time (US & Canada) 569533875308916736,negative,0.6768,Late Flight,0.3388,Delta,,emptynester25,,0,@JetBlue they are now being sent off the plane? Does anyone at JetBlue have a clue?,,2015-02-22 08:27:11 -0800,, 569533648367722496,negative,1.0,Flight Attendant Complaints,1.0,Delta,,calvinsavanna,,0,"@JetBlue unfortunately I was so startled and rushed, I didn't get the name, but will provide a description in my expanded email. Thank you",,2015-02-22 08:26:17 -0800,"Naples, FL, Boston, MA", 569533479362408448,positive,1.0,,,Delta,,nancyberman_,,0,@JetBlue your customer service agent Bonnie is amazing on the phone she deserves a promotion!!!,,2015-02-22 08:25:37 -0800,• PSU '19 • faith • ,Eastern Time (US & Canada) 569533394025099265,negative,0.6728,Customer Service Issue,0.6728,Delta,,KevinDwan,,0,@JetBlue just a very rude rep while trying to book family vacation using trvl credit. on phone w/ new rep now who is being very helpful,,2015-02-22 08:25:17 -0800,, 569533355248766976,positive,1.0,,,Delta,,mtanji,,0,@JetBlue BOS. Everything current now. Thanks for the follow up,,2015-02-22 08:25:07 -0800,The Old Dominion,Central Time (US & Canada) 569533328396832768,negative,1.0,Bad Flight,0.3466,Delta,,emptynester25,,0,@JetBlue it's sunny and gorgeous in ny actually. What's the real reason?,,2015-02-22 08:25:01 -0800,, 569533098402009088,positive,1.0,,,Delta,,MarcPBerger,,0,@JetBlue thanks for the info. Already doing it now before we board! Looking forward to the future upgrades! #JetBlue http://t.co/5Db9eSBNzG,,2015-02-22 08:24:06 -0800,"Florham Park, NJ",Eastern Time (US & Canada) 569532566610571265,positive,0.67,,0.0,Delta,,FinleyBklynCFS,,0,@JetBlue things happen it's ok just wish I was on the beach and not in the airport,,2015-02-22 08:21:59 -0800,,Central Time (US & Canada) 569531924219191296,negative,1.0,Late Flight,1.0,Delta,,karaklenk,,0,"@JetBlue it's been 3 hours, why have you not sent the plane from the hangar for flight 1533 at JFK? This is absolutely ridiculous.",,2015-02-22 08:19:26 -0800,New York,Eastern Time (US & Canada) 569531651732217857,neutral,0.6696,,0.0,Delta,,emptynester25,,0,@JetBlue any idea when the flight will actually take off?,,2015-02-22 08:18:21 -0800,, 569530599129501696,positive,1.0,,,Delta,,MarcPBerger,,0,@JetBlue I love #JetBlue ! #FlyFi when will we be able to charge our devices on domestic #A320 flights?! Thanks! http://t.co/obqIro1bUJ,,2015-02-22 08:14:10 -0800,"Florham Park, NJ",Eastern Time (US & Canada) 569530195306258432,negative,1.0,Late Flight,1.0,Delta,,DrCraigKasper,,0,@JetBlue still sitting in plane in Newburg. This is getting #ridiculous. No way to treat #loyal customers.,,2015-02-22 08:12:34 -0800,"New York, New York",Eastern Time (US & Canada) 569530159247826944,positive,1.0,,,Delta,,sylvie75015,,0,@JetBlue Touchdown JFK! Well done pilots of JetBlue Flight 226! #JetBlueRocks,,2015-02-22 08:12:25 -0800,"Larchmont, New York",Eastern Time (US & Canada) 569529242893090816,negative,1.0,Late Flight,1.0,Delta,,emptynester25,,0,@JetBlue what's the delay if the system isn't down?,,2015-02-22 08:08:47 -0800,, 569529128585555968,neutral,0.6753,,0.0,Delta,,arthurhasher,,0,@JetBlue Not blaming Jet Blue. This wasn't weather. Can't have planes in the air and runways a mess. That's a disaster waiting to happen.,,2015-02-22 08:08:20 -0800,Long Island - Arizona , 569529020892651521,negative,1.0,Late Flight,1.0,Delta,,DPBakes,,0,@JetBlue don't think any1 rly knows what's goin on. supposed 2 leave at 8:30a then 9a then 9:30a then 10a then 11a then 11:30a. Now 12,,2015-02-22 08:07:54 -0800,,Pacific Time (US & Canada) 569528694613671936,negative,1.0,Late Flight,0.6507,Delta,,davisesq212,,0,@JetBlue That is not very gracious of @jetblue to tell me where I can go BUY water or a snack when our flight is delayed over 3 hours.,"[0.0, 0.0]",2015-02-22 08:06:36 -0800,New York City,Eastern Time (US & Canada) 569528451339673600,neutral,0.6635,,0.0,Delta,,calvinsavanna,,0,@JetBlue and ask she load the bag for my flight,,2015-02-22 08:05:38 -0800,"Naples, FL, Boston, MA", 569528351364292608,negative,1.0,Flight Attendant Complaints,0.6545,Delta,,calvinsavanna,,0,"@JetBlue after applying my new tag, she left my bag on the ground rather than loading on the conveyer belt..I had to walk back 50 yards",,2015-02-22 08:05:14 -0800,"Naples, FL, Boston, MA", 569528083755237376,negative,0.6947,Late Flight,0.6947,Delta,,emptynester25,,0,@JetBlue get flight 16 into the air,,2015-02-22 08:04:11 -0800,, 569527951831666688,negative,1.0,Can't Tell,0.701,Delta,,arthurhasher,,0,@JetBlue That's not weather reLate Flightd. You are just being nice and blaming the weather. Airport just wasn't prepared. Investigation time.,,2015-02-22 08:03:39 -0800,Long Island - Arizona , 569527848131637248,positive,0.66,,,Delta,,SMHillman,,0,"@JetBlue if I had my tux, it'd be a date! #UMosaicMeCrazy http://t.co/hap4gboSTU",,2015-02-22 08:03:14 -0800,"New York, NY",Eastern Time (US & Canada) 569527641025306624,positive,0.6366,,0.0,Delta,,Luessen,,0,@JetBlue Thanks for the personalized customer service! #cannedtweet #autoresponse,,2015-02-22 08:02:25 -0800,"New York, NY",Central Time (US & Canada) 569527586960711681,negative,0.6856,Flight Attendant Complaints,0.6856,Delta,,calvinsavanna,,0,"@JetBlue then this agent demanded I remove my old luggage tag, every other airport the JB agent politely handles it",,2015-02-22 08:02:12 -0800,"Naples, FL, Boston, MA", 569527183825182720,negative,0.3485,Customer Service Issue,0.3485,Delta,,calvinsavanna,,0,@JetBlue I'm also a mosaic customer and fly jet blue ALOT....,,2015-02-22 08:00:36 -0800,"Naples, FL, Boston, MA", 569526960268963840,negative,1.0,Late Flight,0.657,Delta,,TheGeoffHunt,,0,@JetBlue It's not so much the delays as the fact that the flight is still coming up as on time on your app. Just give us an honest estimate,,2015-02-22 07:59:43 -0800,Washington D.C.,Atlantic Time (Canada) 569526894028197888,negative,1.0,Flight Attendant Complaints,0.6863,Delta,,calvinsavanna,,0,@JetBlue she waved someone behind me to step forward although I explained what happened and indicated my need to make my flight,,2015-02-22 07:59:27 -0800,"Naples, FL, Boston, MA", 569526559012495361,negative,1.0,Late Flight,0.6461,Delta,,TheGeoffHunt,,0,@JetBlue #489. Flight #589 is departing before we even board,,2015-02-22 07:58:07 -0800,Washington D.C.,Atlantic Time (Canada) 569526493023498240,positive,1.0,,,Delta,,burke_dori,,0,@JetBlue I knew there was a reason u were my favorite airline. Just read you answer on twitter in globe this morning. Great job,,2015-02-22 07:57:51 -0800,, 569526458529349632,negative,1.0,Flight Attendant Complaints,1.0,Delta,,calvinsavanna,,0,"@JetBlue here's part: was at bag drop inserted my JetBlue cc, didn't print pass. Agent standing in front of me refused to print my pass",,2015-02-22 07:57:43 -0800,"Naples, FL, Boston, MA", 569526325255364609,positive,1.0,,,Delta,,SMHillman,,0,@JetBlue it's only because I'm wearing #TrueBlueColors!,,2015-02-22 07:57:11 -0800,"New York, NY",Eastern Time (US & Canada) 569525974284558338,neutral,0.6598,,0.0,Delta,,emptynester25,,0,@JetBlue flight16?,,2015-02-22 07:55:48 -0800,, 569525875860905984,negative,1.0,Cancelled Flight,0.3511,Delta,,arthurhasher,,0,@JetBlue That's not what I heard. Weather was fine this morning. Flight 136 was circling for some time.Someone forgot to clean the runway.,,2015-02-22 07:55:24 -0800,Long Island - Arizona , 569525684864983041,negative,1.0,Late Flight,1.0,Delta,,TheGeoffHunt,,0,"@JetBlue When it's 30 mins past scheduled time w/ no departure in sight a flight no longer qualifies as ""on time"" #updateyourwebsite #489",,2015-02-22 07:54:39 -0800,Washington D.C.,Atlantic Time (Canada) 569525641759993856,neutral,1.0,,,Delta,,SMHillman,,0,@JetBlue whatever your lil #mint heart desires! http://t.co/WmX12F33ZC,,2015-02-22 07:54:28 -0800,"New York, NY",Eastern Time (US & Canada) 569525452081111041,negative,1.0,Customer Service Issue,0.6914,Delta,,emptynester25,,0,@JetBlue how can your entire system go down? No IT? Really?,,2015-02-22 07:53:43 -0800,, 569525270907981825,negative,1.0,Late Flight,1.0,Delta,,Luessen,,0,@JetBlue Appreciate the heads up at 10:45 that my 11am flight was delayed bc the crew is stuck in Boston #communicationFAIL #dobetterJetBlue,,2015-02-22 07:53:00 -0800,"New York, NY",Central Time (US & Canada) 569524310186061824,negative,1.0,Customer Service Issue,0.6538,Delta,,emptynester25,,0,@JetBlue seriously? System down? No IT?,,2015-02-22 07:49:11 -0800,, 569524116769914882,positive,0.6832,,0.0,Delta,,tom_brant,,0,"@JetBlue yup we know, not your fault, just not ideal sittin for over an hour but as always your staff is great!",,2015-02-22 07:48:25 -0800,"Southbury, CT", 569522879764807680,negative,1.0,Customer Service Issue,0.6713,Delta,,calvinsavanna,,0,"@JetBlue just had a horrible experience with check in agent at fort myers, I'll document and send details, off to Boston",,2015-02-22 07:43:30 -0800,"Naples, FL, Boston, MA", 569522767868989440,negative,1.0,Customer Service Issue,0.6518,Delta,,DPBakes,,0,"@JetBlue flt1533 to Carta what is goin on?! 1st told plane coming from hangar, then gate change, now no one knows wat plane we're getting on",,2015-02-22 07:43:03 -0800,,Pacific Time (US & Canada) 569522690261950464,neutral,1.0,,,Delta,,burke_dori,,0,@JetBlue have a cpap machine for sleep apnea. Is this OK to carry on if I also have a small bag for clothes?,,2015-02-22 07:42:45 -0800,, 569521778797744128,positive,1.0,,,Delta,,jaynebwise,,0,@JetBlue got it. thanks the quick reply.,,2015-02-22 07:39:07 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569520477351383040,negative,1.0,Flight Attendant Complaints,1.0,Delta,,davisesq212,,0,@JetBlue isn't this something YOU should do?! Why should I tell your crew how to do their job?,,2015-02-22 07:33:57 -0800,New York City,Eastern Time (US & Canada) 569519860994203648,negative,1.0,Late Flight,0.6383,Delta,,jaynebwise,,0,@JetBlue your app needs updating. Says my flight is on time when we are well past boarding time with 2hr delay http://t.co/BTvpxTZJu0,,2015-02-22 07:31:30 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569519571314589696,neutral,1.0,,,Delta,,N_Brennan,,0,@JetBlue do bags still fly free or have you started charging? thanks!,,2015-02-22 07:30:21 -0800,Washington DC, 569517479296409600,positive,1.0,,,Delta,,MichaelRunfola,,0,@JetBlue had a great experience working with Glenn Coles at Buffalo-Niagara Airport!! Top notch employee,,2015-02-22 07:22:02 -0800,Buffalo, 569516908195815425,positive,0.6671,,0.0,Delta,,djkeating13,,0,"@JetBlue well, the last update was in the right direction, at least! I'll keep my fingers crossed.",,2015-02-22 07:19:46 -0800,"Malden, MA",Eastern Time (US & Canada) 569514902748061696,neutral,0.3437,,0.0,Delta,,cshells4,,0,@JetBlue Charleston - from your app guys as of a few minutes ago!!! http://t.co/sEUlpvfn95,,2015-02-22 07:11:48 -0800,Connecticut, 569514688809181184,positive,1.0,,,Delta,,shirabird,,0,"@JetBlue thx, social media person!",,2015-02-22 07:10:57 -0800,brooklyn,Eastern Time (US & Canada) 569514471296774146,negative,1.0,Late Flight,1.0,Delta,,djkeating13,,0,@JetBlue Are there airport-wide delays at BOS or did we just get unlucky with 152?,,2015-02-22 07:10:05 -0800,"Malden, MA",Eastern Time (US & Canada) 569514168576974848,neutral,1.0,,,Delta,,antbronxnyc,,0,@JetBlue Just left #LaGuardia now...#Sunshine in a little over 2 hours,,2015-02-22 07:08:53 -0800,, 569512447717085185,neutral,1.0,,,Delta,,sylvie75015,,0,"@JetBlue I hear you and safety is #1! I think we can get to JFK though now so let's help the pilots, passengers & crew get there safely!",,2015-02-22 07:02:03 -0800,"Larchmont, New York",Eastern Time (US & Canada) 569512252639981568,negative,0.6363,Cancelled Flight,0.3497,Delta,,shirabird,,0,"@JetBlue is JFK still closed? Tryna get out of Ft Lauderdale on flight 502, just want to get home to nyc!",,2015-02-22 07:01:16 -0800,brooklyn,Eastern Time (US & Canada) 569512239209824256,negative,1.0,Customer Service Issue,0.6812,Delta,,cshells4,,0,@JetBlue woulda been nice of you to let us know that or post it!!! Your boards still show the flight on time!!!,,2015-02-22 07:01:13 -0800,Connecticut, 569511892215062528,negative,0.6477,Late Flight,0.6477,Delta,,candygrrl2001,,0,"@JetBlue hmmm it says im following you. We just got de-iced, but still haning around for the runway to clear..",,2015-02-22 06:59:50 -0800,, 569510849846611968,positive,1.0,,,Delta,,SMHillman,,0,@jetblue always #mosaicmecrazy #sunrise #bestairline #nofilterneeded & how can you not love #FlyFi… http://t.co/NY6CS7jRuV,,2015-02-22 06:55:42 -0800,"New York, NY",Eastern Time (US & Canada) 569510667612504065,negative,1.0,Late Flight,1.0,Delta,,DrCraigKasper,,0,"@JetBlue flt 136 from PHX. Delayed 2 hrs, circle 1 hr, divert to upstate NY, just sitting for 1 hr No communication #horrible",,2015-02-22 06:54:58 -0800,"New York, New York",Eastern Time (US & Canada) 569509408939487232,positive,0.6869,,,Delta,,JohnFMacky,,0,@JetBlue they miraculously fixed the plane #kudos to shoe ever it was,,2015-02-22 06:49:58 -0800,,Eastern Time (US & Canada) 569508802891882497,neutral,1.0,,,Delta,,SMHillman,,0,@jetblue that's cause we're TrueBlue! It's ur #love that keeps liftin' me #higherandhigher https://t.co/xGfS6tJTMo http://t.co/ixM3t5mIZc,,2015-02-22 06:47:34 -0800,"New York, NY",Eastern Time (US & Canada) 569508336594505728,negative,1.0,Late Flight,0.6782,Delta,,mtanji,,0,"@jetblue all your online resources say we're on time, but clearly we are not. This is not very information age of you...",,2015-02-22 06:45:43 -0800,The Old Dominion,Central Time (US & Canada) 569506408145784832,negative,1.0,Flight Attendant Complaints,0.6832,Delta,,davisesq212,,0,@JetBlue ..... No crew at our gate.,,2015-02-22 06:38:03 -0800,New York City,Eastern Time (US & Canada) 569506389397282816,positive,0.6632,,0.0,Delta,,jjkend,,0,@JetBlue 😭😭😭😭 yall are really better then American Airlines though.,,2015-02-22 06:37:58 -0800,,Mountain Time (US & Canada) 569506217271427072,negative,1.0,Customer Service Issue,0.6316,Delta,,davisesq212,,0,@JetBlue why don't YOU tell them to update the boards?!,,2015-02-22 06:37:17 -0800,New York City,Eastern Time (US & Canada) 569504946120298496,positive,1.0,,,Delta,,SMHillman,,0,What can I say other than when it comes to my #BrandLoveAffair w/ @jetblue ur my #soulandinspiration https://t.co/IGkoGyWksr #umosaicmecrazy,,2015-02-22 06:32:14 -0800,"New York, NY",Eastern Time (US & Canada) 569504299992141824,negative,1.0,Late Flight,0.6632,Delta,,sylvie75015,,0,"@JetBlue Issue is JFK. Pilot explained once JFK reopens we can get scheduled back there, but why can't we divert to LGA? Closer than ACY!",,2015-02-22 06:29:40 -0800,"Larchmont, New York",Eastern Time (US & Canada) 569503983623999488,negative,1.0,Customer Service Issue,1.0,Delta,,JohnFMacky,,0,@JetBlue you want me to talk to the wall?,,2015-02-22 06:28:25 -0800,,Eastern Time (US & Canada) 569503518224211968,positive,1.0,,,Delta,,ctohome1,,0,@JetBlue Great service from PBI to HPN! Thanks.,,2015-02-22 06:26:34 -0800,, 569502050536587264,negative,1.0,Late Flight,0.6773,Delta,,TheBigEasy5889,,0,@JetBlue Its poor Flight management. There is no reason why a scheduled 8:00 pm flight to takr off At 11:00pm .,,2015-02-22 06:20:44 -0800,,Eastern Time (US & Canada) 569501773863493632,neutral,0.64,,0.0,Delta,,SNS858585,,0,@JetBlue hi is there a way we can check to track the flight that will arrive & that will be our flight to depart.,,2015-02-22 06:19:38 -0800,,Hawaii 569501556275605506,positive,1.0,,,Delta,,GreenkidspenWRA,,0,"@JetBlue done, thank you!",,2015-02-22 06:18:46 -0800,Grimsby - UK, 569498738856755200,negative,0.6632,Customer Service Issue,0.3368,Delta,,davisesq212,,0,@JetBlue note the time this was taken (now at 906 am) and flight still listed as on time for 910 when I'm not onboard http://t.co/zvfmxnuELJ,,2015-02-22 06:07:34 -0800,New York City,Eastern Time (US & Canada) 569498511609356288,neutral,0.6703,,,Delta,,OverTheEdge55,,0,@JetBlue will do.,,2015-02-22 06:06:40 -0800,, 569497966660218882,negative,1.0,Late Flight,1.0,Delta,,davisesq212,,0,@JetBlue why is my 910 flight listed on time when its 904AM and I'm not on the plane yet? http://t.co/iEG2ObcEpp,,2015-02-22 06:04:30 -0800,New York City,Eastern Time (US & Canada) 569497959932530689,neutral,0.6843,,0.0,Delta,,JohnFMacky,,0,@JetBlue ok should I start looking into other flights?,,2015-02-22 06:04:29 -0800,,Eastern Time (US & Canada) 569497791623512065,negative,0.6518,Can't Tell,0.6518,Delta,,sylvie75015,,0,@JetBlue ok we got as far as Atlantic City due to JFK being closed. Can you get us to HPN or LGA?? Please?,,2015-02-22 06:03:48 -0800,"Larchmont, New York",Eastern Time (US & Canada) 569496729755652098,neutral,0.6316,,0.0,Delta,,MegBurns,,0,@JetBlue on flight 622 from Nassau to JFK. Not showing Cancelled Flightled yet but assuming it will be? Any info?,"[25.05152514, -77.46620117]",2015-02-22 05:59:35 -0800,"west hartford, connecticut",Eastern Time (US & Canada) 569494958006263809,negative,0.6935,Can't Tell,0.3586,Delta,,BannMen,,0,@JetBlue we need an ETA please,,2015-02-22 05:52:33 -0800,,Quito 569493813884030976,neutral,1.0,,,Delta,,JohnFMacky,,0,@JetBlue you can 100% confirm that?,,2015-02-22 05:48:00 -0800,,Eastern Time (US & Canada) 569493046557069313,negative,0.6309,Late Flight,0.6309,Delta,,MerrickRealtor,,0,@jetblue fly 2301 delayed do to ice at JFK ... Can I switch to a Late Flightr flight for free,,2015-02-22 05:44:57 -0800,Merrick,America/New_York 569491537610059776,negative,0.6617,Cancelled Flight,0.6617,Delta,,OverTheEdge55,,0,@JetBlue I'm at 4:05 will be nasty in Boston. Have family driving 90 min to pick me up from Erie think flight - what if Cancelled Flighted?,,2015-02-22 05:38:57 -0800,, 569490427625086976,negative,1.0,Late Flight,1.0,Delta,,TIURach2014,,0,@JetBlue @fllairport best way to kill nine hours at the airport when all flights are full and the airline won't put you standby? #stranded,,2015-02-22 05:34:33 -0800,"New York, NY", 569490072975876097,negative,0.6552,longlines,0.3448,Delta,,BannMen,,0,"@JetBlue yes, they said the runway isn't ready and they're waiting for port authority to remove the snow and they are no where in sight.",,2015-02-22 05:33:08 -0800,,Quito 569489114707431424,negative,0.6575,Can't Tell,0.3394,Delta,,betorides,,0,"@JetBlue I travel for business twice a week and after the @AmericanAir fiasco, I'll be flying blue more often. Thanks.",,2015-02-22 05:29:20 -0800,,Quito 569487598709817344,neutral,1.0,,,Delta,,BannMen,,0,@JetBlue we are on flight 751 and were returning to the gate can you provide any information?,,2015-02-22 05:23:18 -0800,,Quito 569485297639149568,negative,1.0,Customer Service Issue,1.0,Delta,,tonytouch09,,0,@JetBlue won't see my money again after their poor service should have stuck with virgin america what was i thinking trying jetblue???,,2015-02-22 05:14:10 -0800,London/NYC,London 569484400594952192,negative,1.0,Customer Service Issue,1.0,Delta,,tonytouch09,,0,@JetBlue suck and their customer services are the worst whats the point of having a loyalty scheme that they don't honor #badairline,,2015-02-22 05:10:36 -0800,London/NYC,London 569483493236969473,neutral,0.6477,,,Delta,,OverTheEdge55,,0,@JetBlue I see my flight from Boston to Pitts is ok from this afternoon. Did you have any delays for the morning flight?,,2015-02-22 05:06:59 -0800,, 569479404428120064,positive,1.0,,,Delta,,betorides,,0,"@JetBlue FLL to MDE, great flight, great customer service, THANKS! 2 mths waiting @AmericanAir to speak to a human at customer service",,2015-02-22 04:50:45 -0800,,Quito 569479008708120576,negative,0.6688,Late Flight,0.6688,Delta,,JohnFMacky,,0,@JetBlue how about an update on flight 475 leaving tf green delayed,,2015-02-22 04:49:10 -0800,,Eastern Time (US & Canada) 569477571726974976,negative,1.0,Cancelled Flight,1.0,Delta,,JohnFMacky,,0,@JetBlue well they said Cancelled Flight on the PA system. Guess they are trying to get a plane from Boston. And not a 100% confirmed,,2015-02-22 04:43:28 -0800,,Eastern Time (US & Canada) 569474081202032641,negative,1.0,Cancelled Flight,1.0,Delta,,JohnFMacky,,0,@JetBlue that's where we all get on the same page. Cancelled Flighted it 45 mins ago. @delta @SouthwestAir help flights from @tfgreenairport to MCO?,,2015-02-22 04:29:35 -0800,,Eastern Time (US & Canada) 569473231498964992,neutral,1.0,,,Delta,,yoyijr,,0,@Jetblue I'm so sorry I cheated on you with @Delta @DeltaAssist. Please take me back. I wore protection.,,2015-02-22 04:26:13 -0800,NYC,Eastern Time (US & Canada) 569471837614137344,negative,1.0,Cancelled Flight,1.0,Delta,,JohnFMacky,,0,@JetBlue my flight 475 Cancelled Flighted due to lavatory problems. Can't confirm if they are gonna get a flight from Boston Logan Int,,2015-02-22 04:20:41 -0800,,Eastern Time (US & Canada) 569462004332646400,positive,1.0,,,Delta,,suek03,,0,@JetBlue okay thank you! I'll check with them again!,,2015-02-22 03:41:36 -0800,"Austin, TX",Eastern Time (US & Canada) 569460591644925952,negative,1.0,Bad Flight,0.6484,Delta,,suek03,,0,@JetBlue some woman stole my seat on the plane but I was the one that had to sit elsewhere. Is that standard protocol?,,2015-02-22 03:35:59 -0800,"Austin, TX",Eastern Time (US & Canada) 569447456896917505,positive,1.0,,,Delta,,sylvie75015,,0,"“@JetBlue: @sylvie75015 Good morning, Sylvie! Have a great flight! #yourock” > Thank you #JetBlue! @mxo42 @henrikwagner73 #JetBlueRocks",,2015-02-22 02:43:48 -0800,"Larchmont, New York",Eastern Time (US & Canada) 569439829328408576,positive,1.0,,,Delta,,logantracey,,0,@JetBlue They just came out. Thanks for the follow-up. That's why you're the best!,,2015-02-22 02:13:29 -0800,new york city,Eastern Time (US & Canada) 569439674294337536,positive,1.0,,,Delta,,logantracey,,0,@JetBlue Thanks! See you soon!,,2015-02-22 02:12:52 -0800,new york city,Eastern Time (US & Canada) 569436958281183233,negative,0.6842,Lost Luggage,0.6842,Delta,,logantracey,,0,"@JetBlue Yep, still waiting for bags at #JFK. What's the holdup? Looks like we are the only flight that got in at this time..??",,2015-02-22 02:02:05 -0800,new york city,Eastern Time (US & Canada) 569435866902302720,positive,0.6742,,0.0,Delta,,logantracey,,0,@JetBlue thanks for getting us to NYC -JFK really safely. :-) But srsly? How long does it take to get our checked bags? #eternity #5amMisery,,2015-02-22 01:57:44 -0800,new york city,Eastern Time (US & Canada) 569423132240556033,neutral,1.0,,,Delta,,tayeoman,,0,@JetBlue should I expect delays at dca for 7am departure? Going to Orlando on flight 723,,2015-02-22 01:07:08 -0800,"Dayton, Ohio",Eastern Time (US & Canada) 569420237189181440,negative,1.0,Bad Flight,0.3458,Delta,,MaverickEMT,,0,@JetBlue full the six of us had to leave flight. And now have to wait a whole day to get a flight and my kids will miss school.,,2015-02-22 00:55:38 -0800,New York,Eastern Time (US & Canada) 569420073707773952,negative,1.0,Bad Flight,0.6751,Delta,,MaverickEMT,,0,@JetBlue no. Not boarding order. Someone boarded with. Service Animal which a member of my party was allergic to and because the flight was,,2015-02-22 00:54:59 -0800,New York,Eastern Time (US & Canada) 569418216935723008,negative,1.0,Late Flight,1.0,Delta,,logsoleary,,0,@JetBlue it's ridiculous that I just got home and I was supposed to land 3 hours ago bc I am HELLA tired,,2015-02-22 00:47:36 -0800,RTR,Atlantic Time (Canada) 569413676337274880,negative,1.0,Can't Tell,0.6495,Delta,,MaverickEMT,,0,@JetBlue just lost very loyal customers who use them 4-10 times a year.,,2015-02-22 00:29:34 -0800,New York,Eastern Time (US & Canada) 569394918675783681,positive,0.6309,,,Delta,,MUANikkiMalcom,,0,@JetBlue thanks for the response - when is the next flight after the 9:48 flight?,,2015-02-21 23:15:02 -0800,, 569387453418762241,negative,1.0,Late Flight,0.7013,Delta,,designer_helen,,0,@JetBlue Highlight of my travel is 3 hour delay and de-icing twice. Now sitting in bumper to bumper traffic in taxi to finally get home. 😒,,2015-02-21 22:45:22 -0800,"Manhattan, NY",Eastern Time (US & Canada) 569386956435488768,positive,1.0,,,Delta,,AuthorMarcClark,,0,@JetBlue great flight on a brand new jet. Great seating. Beautiful plane. Big fan of this airline.,,2015-02-21 22:43:23 -0800,New York City,Arizona 569386581938860032,negative,1.0,Bad Flight,1.0,Delta,,designer_helen,,0,@JetBlue a voucher.. I can't believe I took this risk. Not only was the plane terribly filthy and I had 15 screaming babies in my face..,,2015-02-21 22:41:54 -0800,"Manhattan, NY",Eastern Time (US & Canada) 569385087424458752,neutral,1.0,,,Delta,,JEOKOO1,,0,@JetBlue @SouthwestAir @VirginAmerica @AmericanAirBR download jeokoo the American app for air travelers,,2015-02-21 22:35:58 -0800,"Washington, DC. ", 569382239131168769,positive,1.0,,,Delta,,katieblanchb,,0,@JetBlue thank you! I know the weather in #Boston isn't great. Everyone's tired,,2015-02-21 22:24:39 -0800,, 569381811278770176,negative,1.0,Customer Service Issue,1.0,Delta,,SibleyStepsOut,,0,@JetBlue I've spoken 2/emailed JB team and explained situation. Didnt seem to matter to anyone other than me. I guess I just expected more.,,2015-02-21 22:22:57 -0800,Washington DC Metro,Eastern Time (US & Canada) 569380376709238784,neutral,1.0,,,Delta,,JustinRosentha,,0,@JetBlue Alright I hope. My JetBlue app is showing a change in my seats and online shows an a320. Don't want any surprises,,2015-02-21 22:17:15 -0800,New York, 569378165610524672,neutral,0.64,,0.0,Delta,,JustinRosentha,,0,@JetBlue I know you guys are super busy but is flight 1222 an a320 or e190?,,2015-02-21 22:08:27 -0800,New York, 569373511455776768,neutral,1.0,,,Delta,,billqamz,,0,@JetBlue Follow me pls?,,2015-02-21 21:49:58 -0800,East Coast, 569369662955261953,negative,1.0,Flight Attendant Complaints,0.6785,Delta,,rudinov,,0,@JetBlue Shocked by misbehavior and cheap comments from jet airways staff to passenger at Delhi Airport Friday boarding to Dubai. Disgusting,,2015-02-21 21:34:40 -0800,UAE, 569366846547369984,negative,1.0,Bad Flight,0.6556,Delta,,DestineMedia,,0,@JetBlue you have to service your remote controllers on my flight I watched equalizer (movie) THREE times because my remote was stuck,,2015-02-21 21:23:29 -0800,BB PIN:28AF78F4,Eastern Time (US & Canada) 569366479008862208,negative,1.0,Late Flight,1.0,Delta,,DestineMedia,,0,@JetBlue @dgruber1700 oh wow and I'm complaining about two hour on the run way shucks JetBlue NOT GOOD your service was better than this,,2015-02-21 21:22:01 -0800,BB PIN:28AF78F4,Eastern Time (US & Canada) 569365818229829632,negative,1.0,Late Flight,1.0,Delta,,DestineMedia,,0,@JetBlue I'm curious to know how do you compensate for passengers missing engagements due to a two hour wait on the tar-mat to get to a gate,,2015-02-21 21:19:24 -0800,BB PIN:28AF78F4,Eastern Time (US & Canada) 569364648576872448,positive,1.0,,,Delta,,ClassyMalick,,0,@JetBlue thank you thank you! I finally set up the jetblue app! Yay!,,2015-02-21 21:14:45 -0800,NY, 569364383652044800,negative,1.0,Can't Tell,0.3417,Delta,,Ryancotter82,,0,@JetBlue everytime I come back to Boston it's a minimum 45 min wait for bags. Earlier it was almost an hour. Why is it only Boston jetblue?,,2015-02-21 21:13:41 -0800,, 569359788120907776,positive,1.0,,,Delta,,willliu11,,0,@JetBlue Thanks for taking me back home today despite Pandora's best efforts to Cancelled Flight the flight. #jetblue #backhome #noplacelikehome,,2015-02-21 20:55:26 -0800,, 569358956549681152,negative,1.0,Customer Service Issue,0.6946,Delta,,jrcoonley,,0,@JetBlue that is not what your employee at Logan told me. I finally got one to meet my daughter on her first solo flight after rude rep :(,,2015-02-21 20:52:08 -0800,,Quito 569357827522699264,negative,0.6749,Customer Service Issue,0.6749,Delta,,TheBigEasy5889,,0,@JetBlue I am But Your customer service is Brutal.,,2015-02-21 20:47:38 -0800,,Eastern Time (US & Canada) 569355673068118016,neutral,1.0,,,Delta,,EtihadNews,,0,@JetBlue Airways to continue 'various commercial relationships' with #Lufthansa ... - @CAPA_Aviation http://t.co/vGqOihtRkH,,2015-02-21 20:39:05 -0800,Global,Sydney 569353033915584513,positive,1.0,,,Delta,,MrDaftPrawn,,1,@JetBlue @Maddie_Flood Your airline sounds outstanding and your Twitter feed is clearly extremely useful. Keep up the great work 😊,"[34.546788, -87.012305]",2015-02-21 20:28:36 -0800,From the South to 'THE' South ,Central Time (US & Canada) 569352134774415360,positive,0.6942,,0.0,Delta,,BookerWoodfox,,0,@JetBlue is amazing. Had a short delay. They gave me $150 credit! It was literally pretty much my fault I missed the flight.,,2015-02-21 20:25:01 -0800,"Lynn, MA",Eastern Time (US & Canada) 569349960228974592,negative,1.0,Flight Attendant Complaints,1.0,Delta,,AllisonWooster,,0,@JetBlue flight attendant was hesitant to give me more baby sized cookies,"[40.65275545, -73.79457024]",2015-02-21 20:16:23 -0800,New York,Quito 569348995136376833,negative,0.6192,Can't Tell,0.3256,Delta,,AllisonWooster,,0,@JetBlue Y U NO LET ME OUT AND MAKE FUN SIZE COOKIES #stuckonaplane #sos #babyfood,"[40.64779984, -73.78283404]",2015-02-21 20:12:33 -0800,New York,Quito 569348268154609664,positive,1.0,,,Delta,,skydivingblond,,0,@JetBlue thank you 😊 standing in line now!,,2015-02-21 20:09:39 -0800,new york, 569346870423769088,negative,0.6774,Cancelled Flight,0.3441,Delta,,skydivingblond,,0,@JetBlue thanks! Yes! order me a rum and coke and get me a hotel voucher because the floor and chairs aren't so cushy here...!,,2015-02-21 20:04:06 -0800,new york, 569346433305993216,neutral,0.6926,,0.0,Delta,,brycecollins123,,0,@JetBlue is that supposed to change in the near future?,,2015-02-21 20:02:22 -0800,, 569346428839063552,positive,1.0,,,Delta,,karaackerman,,0,@JetBlue thank you,,2015-02-21 20:02:21 -0800,New York City,Quito 569346317706768385,neutral,1.0,,,Delta,,si23vr858rb04,,0,Can You please help to save my daughters life @JetBlue for details Go here @Help_Lindsey,,2015-02-21 20:01:54 -0800,,Midway Island 569345693770502144,negative,1.0,Late Flight,0.7067,Delta,,FirefighterGeek,,0,"@JetBlue You can pass that along to my wife, daughter, daughter's friend, my elderly mother-in-law. They spent several hours waiting.",,2015-02-21 19:59:25 -0800,"ÜT: 42.487548,-71.103035",Eastern Time (US & Canada) 569344914485583872,neutral,1.0,,,Delta,,TheBigEasy5889,,0,@JetBlue I will when I land.,,2015-02-21 19:56:20 -0800,,Eastern Time (US & Canada) 569344744297521152,negative,1.0,Flight Attendant Complaints,0.6747,Delta,,TheBigEasy5889,,0,@jetblue I missed a goal On @NHLonNBCSports because of your Inept male stewardess. I should have landed already but I havent taken off yet.,,2015-02-21 19:55:39 -0800,,Eastern Time (US & Canada) 569344334761316354,negative,1.0,Can't Tell,0.6556,Delta,,FrancoIKU,,0,@JetBlue you are doing a horrible job at JFK...you need to rethink how you put these routes together. Unprofessional,,2015-02-21 19:54:01 -0800,wherever,Central Time (US & Canada) 569343882389016577,neutral,1.0,,,Delta,,brycecollins123,,0,@JetBlue do bags still fly for free anymore?,,2015-02-21 19:52:14 -0800,, 569343781092401152,negative,1.0,Late Flight,1.0,Delta,,karaackerman,,0,@JetBlue can you let me know status of flight #454 PBI-JFK delayed 2.5hours now on board problem with hatch..,,2015-02-21 19:51:49 -0800,New York City,Quito 569343607326547968,negative,0.3723,Late Flight,0.3723,Delta,,skydivingblond,,0,"@JetBlue thanks for response! Crew has been VERY patient with us, but they are also frustrated. Wouldn't be so bad but airport is closed!",,2015-02-21 19:51:08 -0800,new york, 569343003476819969,neutral,0.6641,,0.0,Delta,,dgruber1700,,0,@JetBlue flite454,,2015-02-21 19:48:44 -0800,, 569342641571291136,negative,1.0,Can't Tell,0.6527,Delta,,TheBigEasy5889,,0,@JetBlue Why did you interupt the Staduim Series on @NHLonNBCSports. I dont need to see your stupid commercials or Emergency. Info.,,2015-02-21 19:47:18 -0800,,Eastern Time (US & Canada) 569342393943773184,neutral,0.6627,,,Delta,,brycecollins123,,0,@JetBlue when will you release flights for February 2016?,,2015-02-21 19:46:19 -0800,, 569342336158851074,negative,1.0,Customer Service Issue,0.6857,Delta,,KON1200,,0,@JetBlue we are well aware. Insufficient info. No options.,,2015-02-21 19:46:05 -0800,SOUL CLAP/ STAR TIME/BBE, 569341821505163264,negative,1.0,Late Flight,0.6806,Delta,,JtRoP,,0,@JetBlue just sat on a plane for 3 hours in Dulles #insane #ijustwanttobeinBoston #thanksDC,,2015-02-21 19:44:02 -0800,"Easton,Ma",Eastern Time (US & Canada) 569341641200439296,negative,1.0,Late Flight,1.0,Delta,,dgruber1700,,0,@JetBlue can we get a honest update on departure of flite 454. Been on plane with infant children,,2015-02-21 19:43:19 -0800,, 569341255399964672,negative,1.0,Late Flight,0.6651,Delta,,GGouliak,,0,@JetBlue u suck!we have been sitting here for 9hrs because of ur negligence,,2015-02-21 19:41:47 -0800,, 569341160482856960,negative,0.6702,Lost Luggage,0.6702,Delta,,MitFein,,0,@JetBlue still waiting for bags from flight 26. It landed an hour ago.,,2015-02-21 19:41:25 -0800,"Sands Point, NY",Mid-Atlantic 569339932801703936,negative,1.0,Can't Tell,0.6775,Delta,,KON1200,,0,@JetBlue Complete waste of an entire day. Pathetic.,,2015-02-21 19:36:32 -0800,SOUL CLAP/ STAR TIME/BBE, 569339717990400000,negative,1.0,Late Flight,0.6544,Delta,,KON1200,,0,@JetBlue flight 790 you had us stuck on the plane for nearly 4 hrs. Set to take off only for flight control to deny us. THE WORST SERVICE,,2015-02-21 19:35:41 -0800,SOUL CLAP/ STAR TIME/BBE, 569333461401481216,neutral,0.6735,,,Delta,,RogerSaintange,,0,@JetBlue I would love to Fort Lauderdale now that would cool.,,2015-02-21 19:10:49 -0800,,Pacific Time (US & Canada) 569332001720967168,positive,1.0,,,Delta,,JummyTV,,0,@JetBlue @L_Burley11 -- the best!!!,,2015-02-21 19:05:01 -0800,"Washington, DC",Eastern Time (US & Canada) 569330782537437184,positive,1.0,,,Delta,,MitFein,,0,@JetBlue thanks for bringing my son home to me.,,2015-02-21 19:00:10 -0800,"Sands Point, NY",Mid-Atlantic 569330095644659712,positive,1.0,,,Delta,,aliashmia,,0,@JetBlue you got yourselves hot ladies flying the air for life #loyal,,2015-02-21 18:57:27 -0800,D.C,Atlantic Time (Canada) 569330091857219585,positive,1.0,,,Delta,,catiehorst,,0,@JetBlue nothing but praise for you helping our lady make her flight to CHS tonight! #impressed,,2015-02-21 18:57:26 -0800,,Quito 569329921740427264,negative,1.0,Lost Luggage,1.0,Delta,,nonchalantCUNT,,0,@JetBlue she did. she's still waiting on a callback....the lack of follow through is what's concerning. smh,,2015-02-21 18:56:45 -0800,"ÜT: 33.724561,-84.565845",Quito 569328773876871168,negative,1.0,Lost Luggage,0.6742,Delta,,nonchalantCUNT,,0,@JetBlue she has...she hasn't heard from anyone in over a week. a nonstop flight and her baggage was lost/stolen. customer service 👎,,2015-02-21 18:52:11 -0800,"ÜT: 33.724561,-84.565845",Quito 569327066887401473,negative,1.0,Customer Service Issue,0.3606,Delta,,SpedAdvocates,,0,@JetBlue we got our luggage after waiting 40 mins and went home right after. Not very family and ADA friendly waiting that long w no chairs.,,2015-02-21 18:45:24 -0800,"Wellesley, MA",Eastern Time (US & Canada) 569322419036356608,neutral,1.0,,,Delta,,Drzah_,,0,@JetBlue I flew on a flight about 3 months ago. Me and my girlfriend got away with having sex in a restroom. Is it allowed now?,,2015-02-21 18:26:56 -0800,,Central America 569320520728113152,positive,1.0,,,Delta,,laacyyy,,0,@JetBlue thanks so much. Can't wait to fly with you guys :),,2015-02-21 18:19:24 -0800,New Jersey,Quito 569318653792948226,negative,1.0,Late Flight,0.6809,Delta,,AndrewATZ,,0,"@JetBlue Flight 2202 out of JFK, 2 & 1/2 hr delay. I could get over it if it was just weather reLate Flightd, but considering it's not - Come on",,2015-02-21 18:11:59 -0800,"New York City, NY",Quito 569313006406012928,positive,0.6768,,,Delta,,courtneyx54,,0,"@JetBlue OK, thank you.",,2015-02-21 17:49:32 -0800,Massachusetts,Quito 569312396097003520,positive,1.0,,,Delta,,SusetteAG,,0,@JetBlue thanks for a speedy flight time recovery.,,2015-02-21 17:47:07 -0800,"Miami/Ft. Lauderdale, FL",Eastern Time (US & Canada) 569311730540683264,positive,1.0,,,Delta,,dsgersten,,0,@JetBlue thank you for taking care of me with a drink since my in-flight entertainment wasn't working #goodcustomerservice,,2015-02-21 17:44:28 -0800,Southern California,Pacific Time (US & Canada) 569310328862830592,neutral,1.0,,,Delta,,1_7_8_0,,0,@JetBlue Re: Flight 8088 SXM>JFK what time does bus leave hotel on Feb 22? Mass confusion here.,,2015-02-21 17:38:54 -0800,, 569310202174025729,neutral,0.6729,,0.0,Delta,,courtneyx54,,0,@JetBlue Are we able to change to an Even More Space seat after we've checked in online? Have a flight tmrw and can't seem to change my seat,,2015-02-21 17:38:24 -0800,Massachusetts,Quito 569310070825226241,positive,0.3563,,0.0,Delta,,laacyyy,,0,@JetBlue would you say a delay is more likely? Thanks so much.,,2015-02-21 17:37:52 -0800,New Jersey,Quito 569308292893290496,positive,0.6842,,,Delta,,comicshans,,0,"@JetBlue I did not! She's a woman who's a lead, she was working at gate c26.",,2015-02-21 17:30:48 -0800,"sweatertown, new england",Atlantic Time (Canada) 569307978798645248,neutral,0.6545,,0.0,Delta,,laacyyy,,0,@JetBlue what are the chances of one of your flights leaving at 6am out of Newark nj being Cancelled Flightled tomorrow?,,2015-02-21 17:29:34 -0800,New Jersey,Quito 569307917712805889,positive,0.3519,,0.0,Delta,,Margo221,,0,"@JetBlue If you ""follow"" me, I will be able to DM you. Thanks.",,2015-02-21 17:29:19 -0800,,Eastern Time (US & Canada) 569305802487439360,neutral,0.3711,,0.0,Delta,,zarrylarou,,0,@JetBlue Tomorrow wouldn’t have been soon enough! Thank you for the info!,,2015-02-21 17:20:55 -0800,NY,Eastern Time (US & Canada) 569305705750114305,negative,0.7158,Customer Service Issue,0.3684,Delta,,MaliceDavericks,,0,"@JetBlue figured it out 4 flight 2morrow. Hard to believe with oil so low, and the killing u make that even part of a hotel can't be comp'd",,2015-02-21 17:20:32 -0800,"Rochester, NY", 569305409925873664,positive,1.0,,,Delta,,comicshans,,0,@JetBlue I want to give a warm thanks to your crew at Logan airport for still getting me to the DC area after Cancelled Flightlations this morning!,,2015-02-21 17:19:21 -0800,"sweatertown, new england",Atlantic Time (Canada) 569304186548047872,positive,0.6756,,0.0,Delta,,Margo221,,0,"@JetBlue Another awesome telephone experience with @JetBlue Thank you, Cory! #Greatcustomerservice✈☺",,2015-02-21 17:14:29 -0800,,Eastern Time (US & Canada) 569303932691984384,negative,1.0,Can't Tell,0.6364,Delta,,MaliceDavericks,,0,"@JetBlue we saw one, he was as useless as the tsa agents who inspected my shoes",,2015-02-21 17:13:29 -0800,"Rochester, NY", 569301593587208193,neutral,0.6591,,,Delta,,dcoadavon,,0,"@JetBlue Have a cup coffee and relax while you check out the New Deals and Promotions at Avon, twice a month at Doug @dcoadavon",,2015-02-21 17:04:11 -0800,San Diego, 569301330306699264,negative,1.0,Customer Service Issue,0.6593,Delta,,MaliceDavericks,,0,@JetBlue disappointed with the missed connection from ROC to SLC and no reimbursement even tho friend who is a pilot said it was due to ATC,,2015-02-21 17:03:08 -0800,"Rochester, NY", 569301025280167936,neutral,0.6461,,0.0,Delta,,lorenbhollander,,0,@JetBlue yes Party is Over 😂,,2015-02-21 17:01:56 -0800,New York City, 569300522705883136,positive,0.6747,,,Delta,,spaceracedjs,,0,@JetBlue thank you!,,2015-02-21 16:59:56 -0800,Brooklyn,Eastern Time (US & Canada) 569300264349364224,positive,1.0,,,Delta,,spaceracedjs,,0,@JetBlue he just went above and beyond to be helpful,,2015-02-21 16:58:54 -0800,Brooklyn,Eastern Time (US & Canada) 569300193503367168,negative,0.6671,Lost Luggage,0.3651,Delta,,spaceracedjs,,0,@JetBlue didn't find them unfortunately :( but he was very helpful and took down my info incase they do get found,,2015-02-21 16:58:37 -0800,Brooklyn,Eastern Time (US & Canada) 569299428068233217,neutral,1.0,,,Delta,,Torontonian5835,,0,@JetBlue that selfie was extreme.,,2015-02-21 16:55:35 -0800,"Toronto, Canada ",Atlantic Time (Canada) 569297850456109056,positive,1.0,,,Delta,,spaceracedjs,,0,@JetBlue your employee Charles cave at the gate at MSY went above and beyond to help try to help me find my glasses. Thought u should know,,2015-02-21 16:49:19 -0800,Brooklyn,Eastern Time (US & Canada) 569296877902041088,positive,1.0,,,Delta,,kaesavga,,0,@JetBlue is the best! Can't wait to use my travel bank $ for a FUN trip.,,2015-02-21 16:45:27 -0800,metro Boston,Istanbul 569296354607935488,positive,0.6691,,,Delta,,tarapall,,0,@JetBlue just touched down in #NewOrleans for the annual @HeinekenUSACorp national distributor conference! #livethelegend,,2015-02-21 16:43:22 -0800,Long Island/Westchester,Eastern Time (US & Canada) 569294070129930240,positive,0.6595,,0.0,Delta,,Suzanne_BeDell,,0,@JetBlue on the plane now! Hopefully no longer at the mercy of the playlist! Thanks!,,2015-02-21 16:34:17 -0800,Boston, 569294014026903552,neutral,0.6779999999999999,,,Delta,,USairNews,,0,@JetBlue's new CEO seeks the right balance to please passengers and Wall ... - Daily Journal http://t.co/9bzqZQx8DC,,2015-02-21 16:34:04 -0800,USA,Sydney 569287489883500545,neutral,1.0,,,Delta,,Suzanne_BeDell,,0,@JetBlue Boston gate C12,,2015-02-21 16:08:09 -0800,Boston, 569284887955558401,neutral,1.0,,,Delta,,MichaelBorakove,,0,@JetBlue will I be charged a fee to do so?,,2015-02-21 15:57:48 -0800,, 569284604567228416,neutral,0.6532,,0.0,Delta,,Suzanne_BeDell,,0,@JetBlue thanks. Can you change the music in the boarding gates?,"[42.36726898, -71.01512871]",2015-02-21 15:56:41 -0800,Boston, 569283532167757826,negative,1.0,Customer Service Issue,0.6614,Delta,,SpedAdvocates,,0,@JetBlue what crew? No one here is helping.,,2015-02-21 15:52:25 -0800,"Wellesley, MA",Eastern Time (US & Canada) 569280114296401920,neutral,1.0,,,Delta,,jamescalderwood,,0,@JetBlue The Opal Dragon book The Dragon (ALI) has woven his murdering ways from the Philippines to Australia http://t.co/ltwhmOL1Dr,"[0.0, 0.0]",2015-02-21 15:38:50 -0800,South Australia, 569280107724050432,negative,1.0,Customer Service Issue,0.6699,Delta,,jsgerson,,0,"@JetBlue If this is customer service, then please call me.",,2015-02-21 15:38:49 -0800,, 569279670048452608,negative,1.0,Lost Luggage,1.0,Delta,,jsgerson,,0,"@JetBlue no, we are at a hotel. Also, Jetblue lost my daughters luggage. How do you lose luggage if the plane never actually left!!!",,2015-02-21 15:37:04 -0800,, 569278644943757312,positive,1.0,,,Delta,,sbgblee,,0,@JetBlue thanks for your prompt response. I know you put safety first. Unfortunately will hit freezing rain/sleet on ride home.,,2015-02-21 15:33:00 -0800,, 569276518305820672,positive,1.0,,,Delta,,JessicaBurack,,0,@JetBlue ok!!! That's super helpful. Thank you. I'll reach out if I have any other questions.,,2015-02-21 15:24:33 -0800,, 569275935905722368,positive,1.0,,,Delta,,TomServosBlendr,,0,"@JetBlue Thanks for the instant reply, and for still doing first bag free (so important)!",,2015-02-21 15:22:14 -0800,By mile 3 of the NYC Marathon,Eastern Time (US & Canada) 569275580543320064,negative,1.0,longlines,0.6522,Delta,,SpedAdvocates,,0,"@JetBlue lipstick on a pig still a pig. Ur new baggage claim @ SJU is a disaster. No chairs, 20 mins+ wait for baggage. #fail","[18.43615031, -66.00573829]",2015-02-21 15:20:49 -0800,"Wellesley, MA",Eastern Time (US & Canada) 569275554110664705,negative,0.6667,Late Flight,0.3333,Delta,,Evecotto,,0,@JetBlue no more than half an hour wait. It's unreal. Finally first bag coming out. SJU needs to work on this,,2015-02-21 15:20:43 -0800,, 569275378331717633,neutral,0.6381,,0.0,Delta,,TomServosBlendr,,0,@JetBlue What's your current checked bag price policy? I fly this coming week and couldn't find anything definitive.,,2015-02-21 15:20:01 -0800,By mile 3 of the NYC Marathon,Eastern Time (US & Canada) 569274492607967232,neutral,1.0,,,Delta,,JessicaBurack,,0,@JetBlue are we scheduled to depart as scheduled?,,2015-02-21 15:16:30 -0800,, 569274123525844994,negative,1.0,longlines,1.0,Delta,,Evecotto,,0,@JetBlue how long does it take for a bag to get to the baggage belt!!!!!#toolong of a wait,,2015-02-21 15:15:02 -0800,, 569274057897730048,neutral,1.0,,,Delta,,camptips,,0,@JetBlue will we be able to watch the Oscars on our flight tomorrow?,,2015-02-21 15:14:46 -0800,,Eastern Time (US & Canada) 569273795850178560,negative,1.0,Late Flight,1.0,Delta,,JessicaBurack,,0,@JetBlue we've been delayed and delayed here in Palm beach... Need to head to Westchester. Can you give me some info?,,2015-02-21 15:13:44 -0800,, 569273785553178624,negative,1.0,Late Flight,0.6689,Delta,,jsgerson,,0,"@JetBlue Hey Jetblue, you stranded an entire plane that was supposed to go to JFK and we are getting restless. Need better communication!",,2015-02-21 15:13:41 -0800,, 569273777999241216,negative,1.0,Cancelled Flight,1.0,Delta,,jsgerson,,0,"@JetBlue Hey Jetblue, you Cancelled Flightled our flight from ST Maarten to JFK. Stranded my family in the baggage area and lost my daughters luggage",,2015-02-21 15:13:39 -0800,, 569273297491378176,neutral,1.0,,,Delta,,GreenkidspenWRA,,0,@JetBlue Hello we are doing a world record attempt on the amount of ball point pens in a collection please could you help with a pen?,,2015-02-21 15:11:45 -0800,Grimsby - UK, 569271994212069376,positive,1.0,,,Delta,,geraldineledan,,0,@JetBlue Exciting times ahead! 😁🎉,"[40.67851205, -73.43465391]",2015-02-21 15:06:34 -0800,"Long Island, New York",Eastern Time (US & Canada) 569271364521103361,neutral,1.0,,,Delta,,USairNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/Xf9MPnAaJE,,2015-02-21 15:04:04 -0800,USA,Sydney 569271020395241472,negative,1.0,Customer Service Issue,1.0,Delta,,cricketandjoe,,0,@JetBlue your website is seriously horrible and so is your call center!! Almost makes it tempting to fly someone else!! #sodone,,2015-02-21 15:02:42 -0800,, 569268751008436224,negative,1.0,Late Flight,0.3607,Delta,,sbgblee,,0,@JetBlue why haven't you allowed for flight changes into the NY area airports tonight? Everyone is saying travel is treacherous.,,2015-02-21 14:53:41 -0800,, 569268455314219008,positive,1.0,,,Delta,,CMichaelGibson,,1,@JetBlue Counting on your flight 989 to get to DC!,,2015-02-21 14:52:30 -0800,Harvard Professor & MD, 569267891721375745,negative,1.0,Late Flight,1.0,Delta,,SusetteAG,,0,"@JetBlue not cool. At the gate, turns out my flight from FLL to JAX is delayed, yet app says on time. Not a good start.",,2015-02-21 14:50:16 -0800,"Miami/Ft. Lauderdale, FL",Eastern Time (US & Canada) 569266679903080448,neutral,0.3456,,0.0,Delta,,CMichaelGibson,,0,@JetBlue You guys need pillows on these rockers to really knock it out of the park ... just sayin ...,,2015-02-21 14:45:27 -0800,Harvard Professor & MD, 569265728408440833,neutral,0.3617,,0.0,Delta,,CMichaelGibson,,1,@JetBlue I sure hope you guys get me to DC to speak tomorrow! & @JohnNosta & @United: I'm winning here with @JetBlue,,2015-02-21 14:41:40 -0800,Harvard Professor & MD, 569262534232039427,negative,1.0,Flight Attendant Complaints,0.3683,Delta,,rosenrj,,0,"@JetBlue there is no supervisor available, so they couldn't do anything.",,2015-02-21 14:28:59 -0800,, 569260955953176578,negative,1.0,Customer Service Issue,1.0,Delta,,rosenrj,,0,"@JetBlue I now learned that customer service at SXM works for the airport, not JetBlue. They need a supervisor to do anything.",,2015-02-21 14:22:42 -0800,, 569260189486063616,neutral,1.0,,,Delta,,erw12,,0,@JetBlue status of flight 684 from MCO to LGA tomorrow?,,2015-02-21 14:19:40 -0800,, 569259756344487938,neutral,0.6559999999999999,,0.0,Delta,,NicoMancinelli,,0,@jetblue what good with the inflight WiFi?,,2015-02-21 14:17:56 -0800,"ÜT: 41.538301,-74.072016",Eastern Time (US & Canada) 569258404742500353,negative,1.0,Late Flight,0.6667,Delta,,MichaelMontero,,0,@JetBlue - trying to fly from BOS to JFK. Flight delayed. Traveling with kids. Book a hotel or are we getting out tonight?,,2015-02-21 14:12:34 -0800,"Brooklyn, New York",Eastern Time (US & Canada) 569255973958889472,negative,1.0,Customer Service Issue,1.0,Delta,,rosenrj,,0,"@JetBlue we tried. They're not at all helpful. Terrible customer service, at this airport, at least.",,2015-02-21 14:02:55 -0800,, 569254571622727682,negative,1.0,Cancelled Flight,1.0,Delta,,Marc_keting,,0,@JetBlue Tell me at what point will u realize u can't fly into DCA tonight- u Cancelled Flightled the 1pm when will u Cancelled Flight the 5:26,,2015-02-21 13:57:20 -0800,"Washington, DC",Eastern Time (US & Canada) 569254216415481856,negative,1.0,Cancelled Flight,1.0,Delta,,rosenrj,,0,"@JetBlue making a bad situation worse. Cancelled Flighted flight, making us stay overnight in SXM. Won't provide vouchers to stay in a different hotel",,2015-02-21 13:55:56 -0800,, 569253874445492225,neutral,0.6667,,0.0,Delta,,FruminousB,,0,@JetBlue what's the status of flight 1272 diverted to RIC? When will it depart back for LGA?,,2015-02-21 13:54:34 -0800,, 569253270356664322,negative,1.0,Cancelled Flight,1.0,Delta,,Marc_keting,,0,@JetBlue You already Cancelled Flightled the one b4 us to DCA,,2015-02-21 13:52:10 -0800,"Washington, DC",Eastern Time (US & Canada) 569252657967341569,negative,1.0,Can't Tell,0.7114,Delta,,MichaelBorakove,,0,"@JetBlue It is physically impossible to make it to the airport, and our flight is scheduled to leave in less than 3 hours.",,2015-02-21 13:49:44 -0800,, 569251925482475520,negative,0.6652,Cancelled Flight,0.3434,Delta,,Marc_keting,,0,@JetBlue at what point do u Cancelled Flight flights to DCA- other airlines have already Cancelled Flightled,,2015-02-21 13:46:49 -0800,"Washington, DC",Eastern Time (US & Canada) 569249704543965184,positive,1.0,,,Delta,,delmo75,,0,@JetBlue great flight http://t.co/E0R0NTO4TR,,2015-02-21 13:38:00 -0800,, 569249554236878848,positive,0.654,,0.0,Delta,,delmo75,,0,@JetBlue you can't beat jetblue in space's matter http://t.co/NRpWmGyv3e,,2015-02-21 13:37:24 -0800,, 569248721139048448,positive,0.6531,,,Delta,,contimike,,0,@JetBlue Great thank you!,,2015-02-21 13:34:05 -0800,"New York, sort of!", 569248084934443010,negative,0.6405,Lost Luggage,0.6405,Delta,,contimike,,0,@JetBlue I would like to send an email to Lost and Found at JetBlue JFK; I spoke to them this morning but cannot drive their today.,,2015-02-21 13:31:34 -0800,"New York, sort of!", 569247182475407360,negative,1.0,Customer Service Issue,0.6698,Delta,,jojo929,,0,@JetBlue we want room and food allowances. Agents are refusing to give us vouchers to use at rooms we book ourselves.,,2015-02-21 13:27:59 -0800,, 569245707477131264,negative,1.0,Customer Service Issue,0.6667,Delta,,jojo929,,0,@JetBlue send more service agents so all the stranded passengers can be helped!!!🆘🆘🆘🆘🆘🆘🆘🆘🆘🆘🆘🆘🆘🆘,,2015-02-21 13:22:07 -0800,, 569245342421491712,negative,1.0,Can't Tell,0.6636,Delta,,AdamJBerry,,0,@JetBlue hopefully this flight Seattle to Boston 2pm will have wifi. Our first one did not and we had to entertain ourselves! #lizaapproved,,2015-02-21 13:20:40 -0800,Provincetown Ma,Eastern Time (US & Canada) 569244956663148544,positive,1.0,,,Delta,,PatricePinkFile,,0,@JetBlue good to hear. Thx for being responsive.,,2015-02-21 13:19:08 -0800,"Washington, DC",Eastern Time (US & Canada) 569244701875769345,neutral,1.0,,,Delta,,Markjeffries1,,0,@JetBlue Yup. MCO. 82°!!,,2015-02-21 13:18:07 -0800,"40.741909,-73.997189",Eastern Time (US & Canada) 569243807331409920,neutral,1.0,,,Delta,,Markjeffries1,,0,@JetBlue Hey! Check it out!! It's snowing in Boston. Who could have predicted such a thing?! http://t.co/ufyxXkIsa3,,2015-02-21 13:14:34 -0800,"40.741909,-73.997189",Eastern Time (US & Canada) 569243017552375809,negative,1.0,Can't Tell,1.0,Delta,,venkatesh_cr,,0,@JetBlue as a customer it feels like i should stick to airlines other than jet blue. I travel for my work for past 5 years never seen $70,,2015-02-21 13:11:26 -0800,Austin Texas,Central Time (US & Canada) 569242143748964353,positive,0.6344,,,Delta,,PGAShowAndrew,,0,"Cool thx! Only a couple more #PGAShow flights til I'm #Mosaic...can't wait. Will be easier to change flights when weathers bad @JetBlue","[41.05811177, -73.53637216]",2015-02-21 13:07:57 -0800,"Stamford, CT",Eastern Time (US & Canada) 569241776617160704,neutral,1.0,,,Delta,,Markjeffries1,,0,@JetBlue Phew!! Did it!! (Pant. Wheeze) http://t.co/ZPZ78POeON,,2015-02-21 13:06:30 -0800,"40.741909,-73.997189",Eastern Time (US & Canada) 569239947061927938,positive,1.0,,,Delta,,CamiCorreaBal,,0,"@JetBlue thanks so much for help Us, u r amazing!",,2015-02-21 12:59:14 -0800,,Bogota 569238749802074113,neutral,0.672,,,Delta,,RozFortuna,,0,"@JetBlue Thanks, it's for next weekend though so my guess is it will only go higher.",,2015-02-21 12:54:28 -0800,Mannahatta,Eastern Time (US & Canada) 569238666654195714,positive,1.0,,,Delta,,tarapall,,0,@JetBlue #kudos! And we're done and heading to warmer weather!,,2015-02-21 12:54:08 -0800,Long Island/Westchester,Eastern Time (US & Canada) 569238439373234176,neutral,0.7033,,0.0,Delta,,PatricePinkFile,,0,@JetBlue actually flight 1089 not 1098,,2015-02-21 12:53:14 -0800,"Washington, DC",Eastern Time (US & Canada) 569238252676378627,neutral,0.6922,,0.0,Delta,,PatricePinkFile,,0,@JetBlue BOS to DCA 1098 at 7:16 pm.,,2015-02-21 12:52:30 -0800,"Washington, DC",Eastern Time (US & Canada) 569237160886276096,negative,1.0,Can't Tell,0.6543,Delta,,venkatesh_cr,,0,@JetBlue I've been in pricing for 8 years to know that 70 bucks a seat is criminal. 20-30 I understand. #pricing #flying #jetblue #pricewise,,2015-02-21 12:48:09 -0800,Austin Texas,Central Time (US & Canada) 569236960528756737,negative,0.6465,Can't Tell,0.6465,Delta,,T5Sparrow,,0,@JetBlue *cough* #awkward!,,2015-02-21 12:47:21 -0800,JetBlue T5 at JFK, 569236645180018689,negative,1.0,Customer Service Issue,1.0,Delta,,BernardLeCroix,,0,@JetBlue you guys need live chat.,,2015-02-21 12:46:06 -0800,"Providence, RI",Eastern Time (US & Canada) 569236124192931840,negative,0.6458,Flight Booking Problems,0.6458,Delta,,BernardLeCroix,,0,@JetBlue it was but obviously it wasn't linked as there is nothing there when I tried to book with it.,,2015-02-21 12:44:02 -0800,"Providence, RI",Eastern Time (US & Canada) 569235924544045057,positive,1.0,,,Delta,,scrappiedoodle,,0,@JetBlue Awesome! Thank you! ;),,2015-02-21 12:43:14 -0800,Virginia & Cali, 569235825680105472,neutral,1.0,,,Delta,,SenatorA7,,0,@JetBlue Can I bring a compact folding chair like this in a checked bag? http://t.co/9nivw9ftZw,,2015-02-21 12:42:51 -0800,Louie's in the Bronx,Eastern Time (US & Canada) 569235773645410304,negative,1.0,Can't Tell,0.3469,Delta,,beachluvr104,,0,@JetBlue quick ? Why is a person traveling w a mosaic not get the green tag? Doesn't make sense I end up waitin 4 my sons bag anyway :/,,2015-02-21 12:42:38 -0800,,Atlantic Time (Canada) 569235531973832704,negative,0.6984,Customer Service Issue,0.6984,Delta,,beachluvr104,,0,@JetBlue got it wish they would communicate more w us,,2015-02-21 12:41:41 -0800,,Atlantic Time (Canada) 569235333050576898,negative,1.0,Late Flight,1.0,Delta,,Swindonsays,,0,@JetBlue continuing you record of never having a flight leave on time. Add up how much time with with my family you have cost me. #jetblue,"[40.64573089, -73.77655727]",2015-02-21 12:40:53 -0800,,Amsterdam 569235156717989888,neutral,1.0,,,Delta,,scrappiedoodle,,0,@JetBlue Using JetBlue miles?,,2015-02-21 12:40:11 -0800,Virginia & Cali, 569234639233142784,negative,1.0,Customer Service Issue,0.3532,Delta,,BernardLeCroix,,0,@JetBlue I guess I have to redo the Flight Booking Problems. Ugh!,,2015-02-21 12:38:08 -0800,"Providence, RI",Eastern Time (US & Canada) 569233861651144704,negative,1.0,Flight Booking Problems,0.6388,Delta,,RozFortuna,,0,@JetBlue that sucks. Oh well.,,2015-02-21 12:35:03 -0800,Mannahatta,Eastern Time (US & Canada) 569233554242080768,negative,1.0,Customer Service Issue,0.6664,Delta,,beachluvr104,,0,@JetBlue she's standing here on her cell no announcements no info #thismosaicnothappy,,2015-02-21 12:33:49 -0800,,Atlantic Time (Canada) 569233440463155201,neutral,0.6826,,0.0,Delta,,scrappiedoodle,,0,@JetBlue Using JetBlue air miles?,,2015-02-21 12:33:22 -0800,Virginia & Cali, 569233260108124160,negative,1.0,Lost Luggage,1.0,Delta,,beachluvr104,,0,@JetBlue someone is here but has no info smh one bag came off and then nothing,,2015-02-21 12:32:39 -0800,,Atlantic Time (Canada) 569232785786998785,negative,0.6822,Customer Service Issue,0.3485,Delta,,BernardLeCroix,,0,@JetBlue there's is nothing there because apparently I have to connect them for that to be true.,,2015-02-21 12:30:46 -0800,"Providence, RI",Eastern Time (US & Canada) 569231102428250112,neutral,1.0,,,Delta,,scrappiedoodle,,0,@JetBlue Hello! Can you tell me if you currently fly to Hawaii? Thanks!,,2015-02-21 12:24:05 -0800,Virginia & Cali, 569230997650214913,negative,1.0,Lost Luggage,0.6854,Delta,,beachluvr104,,0,@JetBlue can u see what's holding up flt 1002 bags? One bag came out nothing else for 10 minutes,,2015-02-21 12:23:40 -0800,,Atlantic Time (Canada) 569230859896803328,negative,1.0,Customer Service Issue,1.0,Delta,,BernardLeCroix,,0,@JetBlue why wouldn't you just credit it right to my account instead of having a separate sign on. That seems pretty ridiculous.,,2015-02-21 12:23:07 -0800,"Providence, RI",Eastern Time (US & Canada) 569230515833856000,positive,1.0,,,Delta,,Southbeachpapi,,0,@JetBlue thanks for update http://t.co/K7uBOTMr1r,,2015-02-21 12:21:45 -0800,NYC✈️MIA, 569230445654740992,neutral,0.6517,,0.0,Delta,,BernardLeCroix,,0,@JetBlue I clear that folder regularly and JetBlue is white listed so it never got to me.,,2015-02-21 12:21:28 -0800,"Providence, RI",Eastern Time (US & Canada) 569230193220554753,neutral,1.0,,,Delta,,BernardLeCroix,,0,@JetBlue I can't call right now. My baby just fell asleep.,,2015-02-21 12:20:28 -0800,"Providence, RI",Eastern Time (US & Canada) 569229572123680769,positive,0.6686,,,Delta,,AdamJBerry,,1,@JetBlue @amybruni @DIRECTTV but of course! :-) #bestdressed #bluecarpet,,2015-02-21 12:18:00 -0800,Provincetown Ma,Eastern Time (US & Canada) 569229142597771265,negative,0.6591,Can't Tell,0.6591,Delta,,BernardLeCroix,,0,"@JetBlue it seems I never received an ID, just a password.",,2015-02-21 12:16:18 -0800,"Providence, RI",Eastern Time (US & Canada) 569229104286986240,neutral,1.0,,,Delta,,RozFortuna,,0,@JetBlue yesterday's deal?,,2015-02-21 12:16:08 -0800,Mannahatta,Eastern Time (US & Canada) 569229091657936896,neutral,0.6472,,0.0,Delta,,RozFortuna,,0,@JetBlue so yesterday a flight I wanted to Chicago was on sale within my points range and today it isn't. Any way you guys can still honor,,2015-02-21 12:16:05 -0800,Mannahatta,Eastern Time (US & Canada) 569228412159721473,neutral,0.6669,,0.0,Delta,,BernardLeCroix,,0,@JetBlue I have an email that says I have to sign on to the travel bank? How do I that?,,2015-02-21 12:13:23 -0800,"Providence, RI",Eastern Time (US & Canada) 569227490046164992,negative,0.6822,Can't Tell,0.3629,Delta,,BernardLeCroix,,0,"@JetBlue yes, last month when Boston got the first big snow storm and my flight was Cancelled Flightled.",,2015-02-21 12:09:44 -0800,"Providence, RI",Eastern Time (US & Canada) 569226460281610241,negative,1.0,Can't Tell,0.6405,Delta,,BernardLeCroix,,0,@JetBlue where did my travel bank credit go? I can't call you right now.,,2015-02-21 12:05:38 -0800,"Providence, RI",Eastern Time (US & Canada) 569224171303145473,positive,0.6489,,,Delta,,Destructiff,,0,@jetblue offered me a complimentary drink for switching seats. Stewardess asked for my age & I said 30. We giggled. #goodgenes #ilookyoung,,2015-02-21 11:56:32 -0800,NYC ,Atlantic Time (Canada) 569223830759059458,positive,0.693,,,Delta,,ejhart6,,0,"@JetBlue Thanks. Still booked our trip 3/13-17 LB to SLC to see grand kids. Just very frustrating. Tried app, web, etc. Still love u guys!",,2015-02-21 11:55:11 -0800,"Fullerton, CA", 569222694778105857,positive,1.0,,,Delta,,joycefelixes,,0,@JetBlue thank you! I'm excited to fly with you for the first time.,,2015-02-21 11:50:40 -0800,,Eastern Time (US & Canada) 569222108200476672,positive,1.0,,,Delta,,ItsLaLoca,,0,Thank U 😘 “@JetBlue: @ItsLaLoca But of course! Safety is always 1st! We'll make sure to handle her with CARE and LOVE! :)”,,2015-02-21 11:48:20 -0800,"ÜT: 27.947395,-82.215546",Eastern Time (US & Canada) 569221909231104000,positive,0.6593,,,Delta,,Cau3cau3,,0,@JetBlue Kudos to JetBlue social media team for jumping in an helping me out during the last snow storm while web site was down..Thanks!!,,2015-02-21 11:47:33 -0800,, 569219656482824192,negative,1.0,Customer Service Issue,0.6842,Delta,,ejhart6,,0,"@JetBlue Love your airline...hate your website. Just tried to book 2 tickets (1 w miles, 1 w/out). Absolute joke. Needs a lot of work!",,2015-02-21 11:38:36 -0800,"Fullerton, CA", 569215076655214592,neutral,1.0,,,Delta,,xmorera,,0,@JetBlue What are your rules on checked baggage and carry ons from SLC to SJO?,"[0.0, 0.0]",2015-02-21 11:20:24 -0800,Costa Rica,Central America 569213183455563776,positive,1.0,,,Delta,,kaitlynrosati,,0,@JetBlue thanks so much for your condolences and quick response. It is very much appreciated,,2015-02-21 11:12:53 -0800,CONCRETE JUNGLE,Pacific Time (US & Canada) 569211529880576001,neutral,1.0,,,Delta,,Farehack,,0,@jetblue @viraltech creates institutional quality machine driven JetBlue Revenue predictive analytics and forecasts using public Big Data ;),,2015-02-21 11:06:18 -0800,, 569204185318723584,positive,1.0,,,Delta,,Margo221,,1,@JetBlue Thank you Alicia! #ExceptionalService,,2015-02-21 10:37:07 -0800,,Eastern Time (US & Canada) 569200983173156864,negative,1.0,Lost Luggage,0.6383,Delta,,CamiCorreaBal,,0,"@JetBlue yes, We have de baggage claim, I'm so sad for the baggage and how They treat Us 😞 please we need That baggage",,2015-02-21 10:24:24 -0800,,Bogota 569199676282564609,negative,1.0,Lost Luggage,1.0,Delta,,CamiCorreaBal,,0,"@JetBlue my mom's baggage is lost, in fly 1557 fort lauderdale-Bogotá today, Colombian employees treated us badly , need help please",,2015-02-21 10:19:12 -0800,,Bogota 569196231546830848,negative,1.0,Customer Service Issue,1.0,Delta,,bizymom815,,0,@JetBlue No changes made. My son's pass printed on same conf #. Just mine not print after I expressed disapptment w/ JetBlue,,2015-02-21 10:05:31 -0800,,Quito 569195394065952768,negative,1.0,Cancelled Flight,1.0,Delta,,MTJaeckel,,0,@JetBlue Cancelled Flighted 😢,,2015-02-21 10:02:11 -0800,, 569191875271372801,negative,1.0,Customer Service Issue,1.0,Delta,,bizymom815,,0,"@JetBlue You have very unhappy customer. After waiting 20 min on hold, rude & uncaring rep has now frozen my acct. can't print bdng pass!",,2015-02-21 09:48:12 -0800,,Quito 569191191448817664,neutral,0.6582,,0.0,Delta,,kaitlynrosati,,0,@JetBlue minutes to spare.,,2015-02-21 09:45:29 -0800,CONCRETE JUNGLE,Pacific Time (US & Canada) 569191124373520384,negative,1.0,Can't Tell,1.0,Delta,,kaitlynrosati,,0,"@JetBlue the first place but I really didn't need the extra stress at this already terrible time. Oh by the way, I made the flight with 30",,2015-02-21 09:45:13 -0800,CONCRETE JUNGLE,Pacific Time (US & Canada) 569190933297807360,negative,1.0,Customer Service Issue,0.6552,Delta,,kaitlynrosati,,0,"@JetBlue that I missed my flight. I had to book this flight extremely last minute due to a family death, there's no excuse for attitude in",,2015-02-21 09:44:28 -0800,CONCRETE JUNGLE,Pacific Time (US & Canada) 569190811113525249,negative,1.0,Flight Attendant Complaints,0.6667,Delta,,kaitlynrosati,,0,@JetBlue serious attitude. I was in the fault for running a tad behind but before she even knew my name or my flight info she ASSURED Me,,2015-02-21 09:43:59 -0800,CONCRETE JUNGLE,Pacific Time (US & Canada) 569190678758080512,negative,1.0,longlines,0.3723,Delta,,kaitlynrosati,,0,"@JetBlue I fly w/u as much as I can, however your kiosks were broken in SYR and there was 1 woman working the ticket counter.. She had a",,2015-02-21 09:43:27 -0800,CONCRETE JUNGLE,Pacific Time (US & Canada) 569189652080533504,neutral,1.0,,,Delta,,j_romaine,,0,@JetBlue Even 5 years after the earthquake...Haiti still needs helps in rebuilding #flyingitforward,,2015-02-21 09:39:22 -0800,Coming to a City Near You!, 569188266089381888,positive,1.0,,,Delta,,clementeworks,,0,@JetBlue thanks. I chatted with a nice fella about it and he gave me the lowdown.,,2015-02-21 09:33:52 -0800,"face, space",America/New_York 569187541120724992,neutral,0.6792,,,Delta,,MarkWeprin,,0,@JetBlue yup 33036 feet. But no selfie.,,2015-02-21 09:30:59 -0800,"Queens, New York ",Eastern Time (US & Canada) 569185441171316737,positive,0.6652,,,Delta,,princessmarapao,,0,@JetBlue mission accomplished: gave @paulgordonbrown a hug http://t.co/LT1pYKfvRq,,2015-02-21 09:22:38 -0800,"Virginia Beach, VA",Eastern Time (US & Canada) 569184255399620608,neutral,0.6842,,,Delta,,kbosspotter,,0,@JetBlue the you above all commercials? Like the legroom one,,2015-02-21 09:17:56 -0800,Logan International Airport,Atlantic Time (Canada) 569179937841815553,neutral,0.6581,,,Delta,,princessmarapao,,0,@JetBlue Will do. I'll tell him you say hey.,,2015-02-21 09:00:46 -0800,"Virginia Beach, VA",Eastern Time (US & Canada) 569178210325430272,neutral,0.6837,,,Delta,,EDTakeDown,,0,"@JetBlue my wife and I booked last minute flights for a funeral separately, but we would like seats 2gether, can you do this if we DM conf#s",,2015-02-21 08:53:54 -0800,New York,Eastern Time (US & Canada) 569177868221202432,positive,1.0,,,Delta,,jaredmooreski,,0,@JetBlue ok thank you for the quick response JetBlue still the best comp,,2015-02-21 08:52:33 -0800,, 569176746735632384,positive,0.6469,,,Delta,,princessmarapao,,0,"@JetBlue im in a session presented by one of your beloved travelers, @paulgordonbrown,I see why you love him so much http://t.co/vv8cFyhKVb",,2015-02-21 08:48:05 -0800,"Virginia Beach, VA",Eastern Time (US & Canada) 569175278255284224,negative,0.6598,Flight Booking Problems,0.3505,Delta,,jaredmooreski,,0,@JetBlue flying to Denver March 1st and my flight itenary keeps getting changed what the heck...booked the trip 3 months ago,,2015-02-21 08:42:15 -0800,, 569174723877146625,negative,0.6725,Customer Service Issue,0.6725,Delta,,onlyfordisplay_,,0,@jetblue had me on hold foreverrrrrr,,2015-02-21 08:40:03 -0800,new york., 569168865256546304,negative,1.0,Late Flight,0.6526,Delta,,thisismysound,,0,"@JetBlue NOT A HAPPY CUSTOMER. We've waited patiently, not to mention $150 and six months of marathon training, we need 2 be there tmrw.",,2015-02-21 08:16:46 -0800,DC,Quito 569168473194041344,negative,1.0,Cancelled Flight,1.0,Delta,,thisismysound,,0,@JetBlue waiting for a flight to FL for 1/2 marathon tmrw 4 charity. U bumped us 2a Late Flightr flight & then Cancelled FlightLED IT. How can you fix this?,,2015-02-21 08:15:13 -0800,DC,Quito 569158629443502081,neutral,0.667,,,Delta,,JetBlueNews,,0,@JetBlue Fliers to Gain Access to WSJ Content - Analyst Blog - Nasdaq http://t.co/dWEse7Xidr,,2015-02-21 07:36:06 -0800,USA,Sydney 569157073906176000,positive,1.0,,,Delta,,RachelLCoppola,,0,@JetBlue oh definitely. I kind of only fly JetBlue.,,2015-02-21 07:29:55 -0800,LA & Boston,Eastern Time (US & Canada) 569156321636847617,negative,0.7024,Bad Flight,0.7024,Delta,,ThatJasonEaton,,0,@JetBlue if you want to fly in a storm that's your right. But give us the choice. We have kids and don't want to chance it. #nixchangefees,,2015-02-21 07:26:56 -0800,, 569154503188070400,positive,1.0,,,Delta,,Amaznred,,0,@JetBlue thanks for getting me to Orlando early #happiness,"[28.42301907, -81.29654204]",2015-02-21 07:19:42 -0800,, 569153142526332930,neutral,0.6508,,,Delta,,staceylking,,1,"@JetBlue Port-Au-Prince, Haiti for continued food distribution, medical supplies, & orphan care! #flyingitforward http://t.co/fn2QXybT9K",,2015-02-21 07:14:18 -0800,"boise, idaho", 569152332765667328,neutral,1.0,,,Delta,,staceylking,,1,@JetBlue while in Haiti Id do food distribution for hundreds of hungry kids in nearby villages. #flyingitforward http://t.co/lTf2quD3Xc,,2015-02-21 07:11:05 -0800,"boise, idaho", 569152074052542464,neutral,0.6598,,,Delta,,staceylking,,0,"@JetBlue I'd go back to Haiti to deliver shoes, books&medicine to kids I met in orphanage last year. #flyingitforward http://t.co/pGoeUXnsPI",,2015-02-21 07:10:03 -0800,"boise, idaho", 569150828952444928,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Airways Now Covered by Bank of America (JBLU) - Dakota Financial News http://t.co/WOwxhpU5qv,,2015-02-21 07:05:06 -0800,USA,Sydney 569146861082161152,neutral,1.0,,,Delta,,domitilarodrig1,,0,@JetBlue I would like to receive offers.,,2015-02-21 06:49:20 -0800,, 569146084632760320,neutral,1.0,,,Delta,,joespurr,,0,"@JetBlue may I check my 17-month-old child's fold-up crib for free on my flight tomorrow, similar to your policy for infant car seats?",,2015-02-21 06:46:15 -0800,"Cambridge, MA",Eastern Time (US & Canada) 569144474359738368,neutral,1.0,,,Delta,,corinahe,,0,"@JetBlue offers free flights for ""Fly it Forward"" campaign http://t.co/Yh1KZkYZrR http://t.co/wmO6tKqhXp via @usatodaytravel #travel #cause",,2015-02-21 06:39:51 -0800,USA,Central Time (US & Canada) 569143699017371649,neutral,0.6637,,0.0,Delta,,RoyalVestige,,0,@JetBlue When are you guys doing a dualcam with @RedReserve ?,,2015-02-21 06:36:46 -0800,Sub to me! ,Solomon Is. 569143528397254656,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Airways Stock Rating Lowered by Vetr Inc. (JBLU) - Dakota Financial News http://t.co/QW2eBEEMVg,,2015-02-21 06:36:06 -0800,USA,Sydney 569138202424025088,negative,1.0,Late Flight,1.0,Delta,,alexlmichael,,0,@JetBlue you #fail. Snow coming to DC area. Tried to get on earlier flight. You refused. Now flight 6.5 hours delayed. Greedy and foolish.,,2015-02-21 06:14:56 -0800,Washington DC,Eastern Time (US & Canada) 569132246810144769,neutral,1.0,,,Delta,,thepointskid,,0,@JetBlue do you have a waiver for NY weather today?,,2015-02-21 05:51:16 -0800,New York,Eastern Time (US & Canada) 569130620963696640,positive,0.7128,,,Delta,,triniluv81,,0,@JetBlue got it. Thanks,,2015-02-21 05:44:48 -0800,"Troy, NY",Eastern Time (US & Canada) 569126841354743809,negative,0.3898,Can't Tell,0.3898,Delta,,benjaminokeefe,,0,“@JetBlue: @benjaminokeefe Thanks for including us on your tour! Did you pack your winter coat?”Unfortunately yes ❄️⛄️ #WereNotinCaliAnymore,,2015-02-21 05:29:47 -0800,,Eastern Time (US & Canada) 569125697530101760,positive,1.0,,,Delta,,Dress4YesConJax,,0,"@JetBlue Even though this flight #226 didn't have much needed hot beverages 4 us NY-ers, the landing was super smooth 👍👍 😊 #happytweet",,2015-02-21 05:25:14 -0800,NYC , 569125454684278785,neutral,0.6733,,,Delta,,Ajok81,,0,@JetBlue going to San Juan!,,2015-02-21 05:24:16 -0800,, 569122341797691392,negative,1.0,Customer Service Issue,0.6869,Delta,,JessBarbalato,,0,@jetblue is the website down? Can't print boarding pass,,2015-02-21 05:11:54 -0800,,Eastern Time (US & Canada) 569121160149012480,positive,1.0,,,Delta,,mike_baskin,,0,"@JetBlue thanks for getting me to Boston early for @TuftsEnergyConf ""Breaking Barriers To a Clean Energy Future""",,2015-02-21 05:07:12 -0800,"Cambridge, MA", 569118085245898752,positive,0.6931,,,Delta,,PilardelMaria,,0,@JetBlue Thanks!,,2015-02-21 04:54:59 -0800,#theBronx ,Central Time (US & Canada) 569114409613860864,neutral,1.0,,,Delta,,takenn54,,0,@JetBlue are you going to be giving travel agent rates to those who hold an Iata card ???,,2015-02-21 04:40:23 -0800,"Albany,NY",Eastern Time (US & Canada) 569113910776881152,positive,1.0,,,Delta,,KimSinanovic,,0,@JetBlue Thanks for the complimentary upgrade to first. You are the best!,,2015-02-21 04:38:24 -0800,, 569113328724807680,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/FFc13zYGJS,,2015-02-21 04:36:05 -0800,USA,Sydney 569109515657826304,positive,1.0,,,Delta,,kerrymflynn,,1,"@JetBlue ah no the staff was perfect this morning at JFK, more sleep for me!! :)",,2015-02-21 04:20:56 -0800,"New York, NY",Quito 569103956795904000,positive,1.0,,,Delta,,AeroJobMarket,,0,"@JetBlue @Airbus Wow, awesome videos guys https://t.co/dbcvEPn5QC Great work. #Bluemanity #CoreValues #Passion #AeroJobMarket #avgeek",,2015-02-21 03:58:51 -0800,Worldwide,London 569102757875077121,positive,1.0,,,Delta,,AeroJobMarket,,0,@JetBlue @Airbus Wow what an amazing video https://t.co/dbcvEPn5QC Great world Guys #Bluemanity #CoreValues #Passion #AeroJobMarket,,2015-02-21 03:54:05 -0800,Worldwide,London 569096740676222976,positive,1.0,,,Delta,,Michael_Lytle,,0,@JetBlue today my family gets to experience #mosaic status w/ me! #LifeIsGood,,2015-02-21 03:30:10 -0800,"Salem, NH",Eastern Time (US & Canada) 569091868153253888,neutral,0.6503,,,Delta,,Galapaghxst,,0,@JetBlue real shit my nigga north don't play around!,,2015-02-21 03:10:49 -0800,, 569091378438746112,positive,0.6394,,,Delta,,mutantgatto,,0,@JetBlue word thanks,,2015-02-21 03:08:52 -0800,ravioli,Eastern Time (US & Canada) 569087442092826624,neutral,1.0,,,Delta,,mutantgatto,,0,@JetBlue by any chance do u offer fresh guacamole on your flights,,2015-02-21 02:53:13 -0800,ravioli,Eastern Time (US & Canada) 569083604216623104,neutral,0.6526,,,Delta,,tammyterez,,0,@JetBlue Get me out of this 7 degree weather...here we go! #westpalmbeachbound 🌞✈️👸,,2015-02-21 02:37:58 -0800,New York ,Eastern Time (US & Canada) 569083132353204224,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Airways Lowered to Strong Sell at Vetr Inc. (JBLU) - Mideast Time http://t.co/yMMH9k4CBr,,2015-02-21 02:36:06 -0800,USA,Sydney 569076569983086592,neutral,1.0,,,Delta,,theycallme_HH,,0,@JetBlue Thank you ! What about Paris ? Could we arrange something from there ?,"[0.0, 0.0]",2015-02-21 02:10:01 -0800,Orleans/Tarpon Springs/London,Amsterdam 569075196117839872,neutral,1.0,,,Delta,,theycallme_HH,,0,@JetBlue we are trying to go as far away from King'sCollegeLondon as possible for charity today. Would you help us ? #jailbreak #RAG,"[0.0, 0.0]",2015-02-21 02:04:34 -0800,Orleans/Tarpon Springs/London,Amsterdam 569068027917922304,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Fliers to Gain Access to WSJ Content - @zacks_com http://t.co/GouzrdT7ZF,,2015-02-21 01:36:05 -0800,USA,Sydney 569066946433581056,negative,0.674,Late Flight,0.674,Delta,,chelseylamwatt,,0,"@JetBlue It's not ideal, but it's okay. Better Late Flight than never! :)",,2015-02-21 01:31:47 -0800,"New York, NY | Orlando, FL",Eastern Time (US & Canada) 569046984369111041,negative,1.0,Lost Luggage,1.0,Delta,,mattwheeler,,0,"@JetBlue yeah that's all been done. Define ""incidentals""? How much can I spend on gear so this trip is not a waste?","[40.64342444, -111.49392569]",2015-02-21 00:12:28 -0800,"New York, NY",Eastern Time (US & Canada) 569044397645385728,negative,1.0,Lost Luggage,1.0,Delta,,mattwheeler,,0,@JetBlue so you guys lost my bag that had all my ski gear in it. I flew here from NYC to ski. Should I buy new stuff tomorrow? ...,"[40.64339686, -111.49337274]",2015-02-21 00:02:11 -0800,"New York, NY",Eastern Time (US & Canada) 569036471232892929,positive,0.6742,,,Delta,,traciglee,,0,"@JetBlue 162, SMF to JFK!",,2015-02-20 23:30:41 -0800,"New York, NY",Eastern Time (US & Canada) 569017837576069120,neutral,0.6039,,,Delta,,woawABQ,,0,"@JetBlue If you'd love to see more girls be inspired about becoming pilots, RT our free WOAW event March 2-8 at ABQ. http://t.co/rfXlV1kGDh",,2015-02-20 22:16:38 -0800,"Albuquerque, NM", 569006801192161280,neutral,0.3602,,0.0,Delta,,jmoalmawali,,0,@JetBlue thanks anyways @SouthwestAir has my back! Awesome rate & amazing customer service #nomoreaggravation,,2015-02-20 21:32:47 -0800,Boston, 569005006902468608,negative,1.0,Customer Service Issue,1.0,Delta,,jmoalmawali,,0,@JetBlue on hold for 30 mins placed on hold then hung up on 2nd time in 2 days Only looking for group rates. BOS-SJU 5-12 to 5-19 10 people,,2015-02-20 21:25:39 -0800,Boston, 569003837975089152,negative,1.0,Customer Service Issue,1.0,Delta,,jmoalmawali,,0,@JetBlue you're customer service is terrible. #NeverAgain #flywhonotblue,,2015-02-20 21:21:01 -0800,Boston, 569003165984534528,negative,1.0,Late Flight,0.6617,Delta,,thatsmypotpie,,0,@JetBlue now we are delayed until 1:02! This is ridiculous,,2015-02-20 21:18:20 -0800,Central Perk,Eastern Time (US & Canada) 569002746117902336,negative,1.0,Flight Attendant Complaints,1.0,Delta,,genna_campos,,0,@JetBlue you're flight attendants suck and are always rude :( 4th bad experience with JetBlue tonight :/,,2015-02-20 21:16:40 -0800,,Eastern Time (US & Canada) 568996575617409026,negative,1.0,Late Flight,0.6404,Delta,,AMakuh,,0,@JetBlue says the person who hasn't been delayed for hours and now sitting on a runway with a wailing baby ;),,2015-02-20 20:52:09 -0800,, 568995644276383744,negative,1.0,Late Flight,1.0,Delta,,cindydavis_,,0,"@JetBlue flight 672 delayed from 9:30 to 11:47 now, still sitting on runway over 15 minutes so far. Air travel at its best.",,2015-02-20 20:48:27 -0800,New York,Atlantic Time (Canada) 568993773277069312,neutral,0.3363,,0.0,Delta,,KoolieAshSays,,0,@JetBlue oh. Makes sense. My bad.,"[40.88529232, -73.856635]",2015-02-20 20:41:01 -0800,"ÜT: 17.9889591,-76.7712636",Pacific Time (US & Canada) 568993159419535360,negative,1.0,Can't Tell,0.6761,Delta,,thatsmypotpie,,0,@JetBlue 1242 now?! I may cry!,,2015-02-20 20:38:35 -0800,Central Perk,Eastern Time (US & Canada) 568992314296819712,negative,0.662,Flight Booking Problems,0.662,Delta,,KoolieAshSays,,0,@JetBlue why won't the site let me book tickets for nov for jfk to kin?,"[40.88539964, -73.85658056]",2015-02-20 20:35:13 -0800,"ÜT: 17.9889591,-76.7712636",Pacific Time (US & Canada) 568991695917834240,negative,1.0,Late Flight,1.0,Delta,,jcran72,,0,@JetBlue Late Flight again lost almost 3 hours of my bay area weekend not to mention two hours of unnecessary vacation time from work. #flt348,,2015-02-20 20:32:46 -0800,Long Beach, 568987540155453440,positive,1.0,,,Delta,,LustyLovah,,0,@JetBlue of course !!!!,,2015-02-20 20:16:15 -0800,Where my pockets can take me,Quito 568984446487166976,positive,1.0,,,Delta,,FerrisSalameh,,0,@JetBlue thank you,"[40.7171667, -73.96415608]",2015-02-20 20:03:57 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568983580585517056,positive,0.7263,,,Delta,,TumbaSherman,,0,@JetBlue thanks! I'll do it.,,2015-02-20 20:00:31 -0800,Ft. Lauderdale,Eastern Time (US & Canada) 568983464172584960,negative,0.6252,Bad Flight,0.3307,Delta,,TumbaSherman,,0,@JetBlue yes I do. I will get you exact data. Your download is fine it's your upload bandwidth and ping that are the issue. Ping especially,,2015-02-20 20:00:03 -0800,Ft. Lauderdale,Eastern Time (US & Canada) 568983310438805505,positive,1.0,,,Delta,,corradokid,,0,@JetBlue @FerrisSalameh Love JetBlue's speedy Twitter customer service.,,2015-02-20 19:59:27 -0800,"New York, NY",Eastern Time (US & Canada) 568982494676172800,neutral,1.0,,,Delta,,FerrisSalameh,,0,"@JetBlue since high likelihood of snow at time of flight tomorrow, any chance I can rebook for Sunday?","[40.71716644, -73.96426215]",2015-02-20 19:56:12 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568977430439817216,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue: DCA to Nantucket - Washington Business Journal http://t.co/ebxC94kFJD,,2015-02-20 19:36:05 -0800,USA,Sydney 568976617453658113,positive,0.7047,,,Delta,,airtraffic01,,0,@JetBlue thanks!,,2015-02-20 19:32:51 -0800,Bushwood, 568974681115459584,neutral,1.0,,,Delta,,airtraffic01,,0,"@JetBlue Traveling with two kids tomorrow (ages 7 and 4) domestic, do they need birth certificates to check in at airport?",,2015-02-20 19:25:09 -0800,Bushwood, 568974096161234946,positive,1.0,,,Delta,,joel_betances,,0,@JetBlue thank you so much for your effort,,2015-02-20 19:22:50 -0800,new york, 568973348840943616,positive,1.0,,,Delta,,thatsmypotpie,,0,@JetBlue thanks for letting us know. Hoping for no more delays!,,2015-02-20 19:19:52 -0800,Central Perk,Eastern Time (US & Canada) 568972783234912257,negative,0.6854,Late Flight,0.3512,Delta,,thatsmypotpie,,0,@JetBlue appreciate the response Worst part is losing the non refundable hotel in Orlando. Your crew blamed wind! Hoping for no more delays!,,2015-02-20 19:17:37 -0800,Central Perk,Eastern Time (US & Canada) 568970344154836993,neutral,1.0,,,Delta,,thatsmypotpie,,0,@JetBlue flight 1183 to Orlando.,,2015-02-20 19:07:55 -0800,Central Perk,Eastern Time (US & Canada) 568969600559226880,negative,1.0,Late Flight,1.0,Delta,,thatsmypotpie,,0,"@JetBlue this is awful! flight out of jfk for our honeymoon is delayed AGAIN until 1225 AM, and we lost money on a hotel now! #delayforwhat?",,2015-02-20 19:04:58 -0800,Central Perk,Eastern Time (US & Canada) 568968141814046720,neutral,1.0,,,Delta,,joel_betances,,0,@JetBlue my phone number when you have any news for me is (631)891-5722,,2015-02-20 18:59:10 -0800,new york, 568968059517411329,negative,1.0,Late Flight,0.3398,Delta,,jcran72,,0,@JetBlue flight 348 is a freaking nightmare tonight #sittingonthetarmac #delay,,2015-02-20 18:58:50 -0800,Long Beach, 568967907042037761,neutral,1.0,,,Delta,,DKHurts,,0,@JetBlue 😭 I used points can I get them back if I decide not to go?,,2015-02-20 18:58:14 -0800,Brooklyn!, 568967902520590337,neutral,1.0,,,Delta,,joel_betances,,0,@JetBlue is that one on the picture http://t.co/lxwbsfxfj0,,2015-02-20 18:58:13 -0800,new york, 568965774649520128,negative,0.3477,Late Flight,0.3477,Delta,,ThatJasonEaton,,0,@JetBlue I appreciate the speedy response. But the longer you delay the more inconvenience you put on your customers. Please nix change fee!,,2015-02-20 18:49:46 -0800,, 568964945259466752,positive,0.6596,,,Delta,,farms122,,0,@JetBlue thanks!!,,2015-02-20 18:46:28 -0800,,Eastern Time (US & Canada) 568964635103076354,neutral,0.6383,,0.0,Delta,,tsmit,,0,@JetBlue can you share where it is coming from?,,2015-02-20 18:45:14 -0800,"Boston, MA",Eastern Time (US & Canada) 568963192489029632,neutral,0.3469,,0.0,Delta,,tsmit,,0,@JetBlue weather where? It's 60 in SFO and flight 834 is still on time to boston.,,2015-02-20 18:39:30 -0800,"Boston, MA",Eastern Time (US & Canada) 568962000614658048,neutral,0.6612,,0.0,Delta,,dlewis2412,,0,“@JetBlue: @dlewis2412 Sorry! Please ask Inflght if there is an open seat you can move to.” Will do!,,2015-02-20 18:34:46 -0800,As global as possible,Atlantic Time (Canada) 568961738596462593,negative,1.0,Late Flight,1.0,Delta,,tsmit,,0,@JetBlue whats going on with flight 2034. Delayed beyond 834. Shouldnt thre flights switch at that point?,,2015-02-20 18:33:43 -0800,"Boston, MA",Eastern Time (US & Canada) 568961404067164160,positive,0.6551,,,Delta,,KTrerotola,,0,@JetBlue thanks for the info... Figured that was the case. Hopefully my new hashtag will change that ;) #ABCLetJetBlueStreamFeed,,2015-02-20 18:32:24 -0800,"Boston, MA",Eastern Time (US & Canada) 568961064651460608,negative,1.0,Bad Flight,0.6882,Delta,,dlewis2412,,0,@JetBlue what's up with the broken tv in seat 6F on flight 1818 today? Planned to catch the @cavs game!!! Nooooo,,2015-02-20 18:31:03 -0800,As global as possible,Atlantic Time (Canada) 568960315888668672,neutral,1.0,,,Delta,,MadameMaryAnn,,0,@JetBlue April 6th. Anything specific I should know for my first flight?,"[43.3230125, -73.64314219]",2015-02-20 18:28:04 -0800,Upstate New York,Eastern Time (US & Canada) 568960217976864769,negative,1.0,Customer Service Issue,1.0,Delta,,joel_betances,,0,@JetBlue I bein calling JetBlue no respond I leave my number no call back I think JetBlue is loosing a customer,,2015-02-20 18:27:41 -0800,new york, 568959170730266624,negative,1.0,Bad Flight,1.0,Delta,,TumbaSherman,,0,@JetBlue I'm on flt 700 lax to FLL both ppl are sleeping so Id rather not disturb in flight. Tried to dl movie no go http://t.co/Nh2i9ZlzMk,,2015-02-20 18:23:31 -0800,Ft. Lauderdale,Eastern Time (US & Canada) 568958770849705984,negative,0.3537,Late Flight,0.3537,Delta,,TraveLifeLove,,0,Made it to #Costa #Rica and back @JetBlue Missing it already! #Pura #Vida!,,2015-02-20 18:21:56 -0800,The World,Eastern Time (US & Canada) 568956535679758337,neutral,1.0,,,Delta,,KTrerotola,,0,"@JetBlue me again :) you don't have ABC on Inflight TV, do you? (If so, what channel? #SharkTank is on!)",,2015-02-20 18:13:03 -0800,"Boston, MA",Eastern Time (US & Canada) 568955324511563776,negative,0.6652,Bad Flight,0.3446,Delta,,TumbaSherman,,2,@JetBlue love you guys. You know that. But I paid for prem. wifi toplay @vainglorygame. No go. Ping terrible / up too http://t.co/CmjRIWOP7O,,2015-02-20 18:08:14 -0800,Ft. Lauderdale,Eastern Time (US & Canada) 568955077165260800,positive,0.632,,0.0,Delta,,innovatefitnow,,0,@JetBlue saved the day:) @Expedia lost a costumer #jetblue #makingthingseasy #feelbetter,,2015-02-20 18:07:15 -0800,, 568944962311626752,neutral,1.0,,,Delta,,BillyKace,,0,@JetBlue 266 at LGB in Sunny So Cal http://t.co/V015PK7DSi,"[33.8117407, -118.1628]",2015-02-20 17:27:04 -0800,,Pacific Time (US & Canada) 568944928266412032,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue do you think snow in boston on 2/24 will effect my flight?,,2015-02-20 17:26:56 -0800,Logan International Airport,Atlantic Time (Canada) 568944687077199872,neutral,1.0,,,Delta,,Bones2245,,0,@JetBlue @markie_post I'd like to see Markie too.,,2015-02-20 17:25:58 -0800,Earth,Central Time (US & Canada) 568940704451289089,neutral,1.0,,,Delta,,SassmasterJosh,,0,@JetBlue who do you think is gonna win Mayweather or Pacquiao?,,2015-02-20 17:10:09 -0800,.,Pacific Time (US & Canada) 568940291530493952,negative,1.0,Late Flight,1.0,Delta,,JordantheJew,,0,@JetBlue thanks for making me miss an important dinner tonight. 2 hr delay and now 20 min on Tarmac... #worst,,2015-02-20 17:08:30 -0800,"New York, NY",Eastern Time (US & Canada) 568937402837786625,positive,1.0,,,Delta,,misschris715,,0,@JetBlue yes! Terra blue chips were my favorite. :),,2015-02-20 16:57:01 -0800,"los angeles, ca",Pacific Time (US & Canada) 568932998051016704,positive,1.0,,,Delta,,greggweiss,,0,"@JetBlue I DM'd my confirmation code... Thanks again for your help! Mommy, daddy, and kids appreciate it!",,2015-02-20 16:39:31 -0800,"Hastings on Hudson, NY",Eastern Time (US & Canada) 568932129872039936,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Airways Corporation Insider Trading Update - Rock Hill Daily http://t.co/vvzkSMFKVw,,2015-02-20 16:36:04 -0800,USA,Sydney 568931762518110208,neutral,0.68,,0.0,Delta,,KTrerotola,,0,@JetBlue thanks! I only loose 'em at airports...1st time we found it. I think @fitbit needs to make flexes that stay on when carrying bags!,,2015-02-20 16:34:37 -0800,"Boston, MA",Eastern Time (US & Canada) 568931575980814336,negative,1.0,Late Flight,1.0,Delta,,pseudomachine,,0,@JetBlue I don't have enough hands to count the number of times something like this has delayed my flight with you guys. Very disappointed.,,2015-02-20 16:33:52 -0800,New York City,Eastern Time (US & Canada) 568930822952103938,negative,1.0,Customer Service Issue,0.6376,Delta,,KTrerotola,,0,@JetBlue just called that number and left message. Are you at to pass along message to team too?,,2015-02-20 16:30:53 -0800,"Boston, MA",Eastern Time (US & Canada) 568929935273930752,positive,0.6846,,,Delta,,hgeronemus,,0,"Cool! ""@JetBlue: @hgeronemus We are 60% there and anticipate completing installation on all our A320's this year. http://t.co/sGckBopATA”","[26.07159064, -80.14770942]",2015-02-20 16:27:21 -0800,"Fort Lauderdale, FL",Eastern Time (US & Canada) 568929608566837249,positive,1.0,,,Delta,,greggweiss,,0,@JetBlue Love you guys sooooooo much. Ridiculously appreciated! A+ service!,,2015-02-20 16:26:03 -0800,"Hastings on Hudson, NY",Eastern Time (US & Canada) 568928817651167232,negative,1.0,Late Flight,1.0,Delta,,greggweiss,,0,@JetBlue Any option for luggage assistance on the ground at HPN? Flight 2168 delayed 2+ hours & we will have 2 sleeping kids when we land,,2015-02-20 16:22:54 -0800,"Hastings on Hudson, NY",Eastern Time (US & Canada) 568927427847544833,negative,1.0,Lost Luggage,1.0,Delta,,KTrerotola,,0,@JetBlue can you ask SLC checkin/bag drop if they found a dark blue/blackish fit bit flex? Would've lost it there around 445pm MT,,2015-02-20 16:17:23 -0800,"Boston, MA",Eastern Time (US & Canada) 568926268772581377,positive,1.0,,,Delta,,ChicoArtist,,1,"@JetBlue you are officially my favorite, thank you for the wonderful service at JFK",,2015-02-20 16:12:47 -0800,,Pacific Time (US & Canada) 568925181848227840,negative,1.0,Late Flight,0.6748,Delta,,pseudomachine,,0,@JetBlue seriously?? What is going on?! http://t.co/mTHM9waObu,,2015-02-20 16:08:28 -0800,New York City,Eastern Time (US & Canada) 568924781837455360,negative,1.0,Late Flight,1.0,Delta,,farms122,,0,@JetBlue any news on flight 122 pbi-boston delay? Can we wait to arrive at airport based on reported 1 and 1/2 hour delay?,,2015-02-20 16:06:52 -0800,,Eastern Time (US & Canada) 568924327275401218,positive,0.6544,,,Delta,,JetBlueNews,,0,@JetBlue Airways Corporation (NASDAQ:JBLU) Reaches on New High Range ... - StreetWise Report http://t.co/C7tpdKqULM,,2015-02-20 16:05:04 -0800,USA,Sydney 568921315069042688,positive,0.6669,,,Delta,,Laneit360,,0,@JetBlue thanks...,,2015-02-20 15:53:06 -0800,Here & There,Eastern Time (US & Canada) 568920810947272704,negative,0.653,longlines,0.3513,Delta,,noplasticshower,,0,.@JetBlue i'm sorry. Boarding chaos is underway. Please query again post scrum.,,2015-02-20 15:51:06 -0800,planet earth, 568920607347384321,negative,1.0,Late Flight,0.3442,Delta,,barrystanbridge,,0,@JetBlue were boarding now I'm really not impressed. I've learnt a very valuable lesson .,"[40.64530946, -73.77617682]",2015-02-20 15:50:17 -0800,Leighton Buzzard, 568920546043408385,neutral,1.0,,,Delta,,Laneit360,,0,"@JetBlue question, flying for the 1st time with my 16mont old son...do I need to bring anything for him? Birth certificate/S.S. card etc?",,2015-02-20 15:50:02 -0800,Here & There,Eastern Time (US & Canada) 568920244691070976,neutral,1.0,,,Delta,,noplasticshower,,0,.@JetBlue process begins 6:48,,2015-02-20 15:48:51 -0800,planet earth, 568919308006395904,negative,1.0,Customer Service Issue,1.0,Delta,,andrewdobos,,0,.@JetBlue yes. Filed a claim and they issued $30 credit as a courtesy. The whole thing seems exceptionally uncourteous to me.,"[0.0, 0.0]",2015-02-20 15:45:07 -0800,Boston MA USA,Eastern Time (US & Canada) 568919118193291264,negative,1.0,Late Flight,1.0,Delta,,noplasticshower,,0,.@JetBlue yes and not boarding at 6:44. Good luck with that. Push wheels up to reality. Dare you.,,2015-02-20 15:44:22 -0800,planet earth, 568917869762904066,negative,0.6931,Can't Tell,0.3663,Delta,,barrystanbridge,,0,@JetBlue I tried a burger which was good but expensive! Were lead to believe that food in the USA is cheap butnot here!,"[40.64534568, -73.77609616]",2015-02-20 15:39:24 -0800,Leighton Buzzard, 568916674168135681,negative,1.0,Customer Service Issue,0.3395,Delta,,barrystanbridge,,0,@JetBlue I'm a trying ! But I'm tired and getting grumpy !,"[40.64531687, -73.77617765]",2015-02-20 15:34:39 -0800,Leighton Buzzard, 568914888728449025,negative,0.6703,Late Flight,0.6703,Delta,,barrystanbridge,,0,"@JetBlue flight1407, it's been a long day! Arrived from London at 11 this morning","[40.64529157, -73.7761025]",2015-02-20 15:27:34 -0800,Leighton Buzzard, 568912677994696706,negative,0.6593,Late Flight,0.6593,Delta,,NicoleMarieNoel,,0,@JetBlue Why not deal with that while the plane's on the ground instead of diverting the plane & adding 2 hrs to the flight?,,2015-02-20 15:18:46 -0800,Bad Wolf Bay,Eastern Time (US & Canada) 568911851674836992,negative,1.0,Lost Luggage,0.6842,Delta,,HCtwo,,0,"@JetBlue looks like their inflatable car seats got left on the plane, so I guess they'll be back sometime!! #savethoseseats",,2015-02-20 15:15:29 -0800,The City of New York,Eastern Time (US & Canada) 568911101146091520,neutral,0.6874,,,Delta,,Rowe0neTen,,0,@JetBlue imma need the hook up tho,,2015-02-20 15:12:31 -0800,South jamaica.. Queens,Pacific Time (US & Canada) 568910753652199424,positive,1.0,,,Delta,,Rowe0neTen,,0,@JetBlue thanks!,,2015-02-20 15:11:08 -0800,South jamaica.. Queens,Pacific Time (US & Canada) 568909776635236352,neutral,1.0,,,Delta,,Rowe0neTen,,0,@JetBlue so what about California,,2015-02-20 15:07:15 -0800,South jamaica.. Queens,Pacific Time (US & Canada) 568908255310827520,neutral,0.66,,,Delta,,mkboston13,,0,@JetBlue Thanks. Which day of the week is the direct? The flights I saw went thru JFK ☀️,,2015-02-20 15:01:12 -0800,shopping. anywhere ,Quito 568907615809503233,neutral,1.0,,,Delta,,Rowe0neTen,,0,@JetBlue Hawaii what deals u have for me,,2015-02-20 14:58:40 -0800,South jamaica.. Queens,Pacific Time (US & Canada) 568906811308257280,neutral,0.6492,,,Delta,,pseudomachine,,0,@JetBlue Thank you.,,2015-02-20 14:55:28 -0800,New York City,Eastern Time (US & Canada) 568906503358259200,negative,1.0,Flight Booking Problems,0.7001,Delta,,JNH_61,,0,@JetBlue Jan 5? That's not summer http://t.co/TpzhjX7Hbt,,2015-02-20 14:54:14 -0800,SJ-BOS-SJ,Quito 568905816973172736,neutral,0.7088,,,Delta,,Rowe0neTen,,0,@JetBlue y'all got prices for the low??,,2015-02-20 14:51:31 -0800,South jamaica.. Queens,Pacific Time (US & Canada) 568905143883849728,positive,0.7065,,,Delta,,AroundTownGabby,,0,@JetBlue - looking forward to it when we finally take off.,,2015-02-20 14:48:50 -0800,"Suburb of Boston, MA", 568904934495629312,negative,1.0,Late Flight,1.0,Delta,,pseudomachine,,0,"@JetBlue No, the flight wasn't until 9:51pm, but it's already been delayed.",,2015-02-20 14:48:00 -0800,New York City,Eastern Time (US & Canada) 568904127834558464,negative,1.0,Late Flight,1.0,Delta,,pseudomachine,,0,"@JetBlue, why must you always delay my Late Flight night Orlando flights? 💔",,2015-02-20 14:44:48 -0800,New York City,Eastern Time (US & Canada) 568900016636452864,negative,1.0,Lost Luggage,1.0,Delta,,CGjmf,,0,@JetBlue ...second incident of lost baggage. I sent you a DM. Thoughts?,,2015-02-20 14:28:28 -0800,"Miami, FL", 568899893206450176,negative,1.0,Late Flight,1.0,Delta,,timmybicicleta,,0,@JetBlue maybe announce the delay so we don't sit on the plane on the runway for an hour+ before taking off,,2015-02-20 14:27:58 -0800,Boston,Atlantic Time (Canada) 568898792247992320,positive,1.0,,,Delta,,NapToniusMonk,,0,@JetBlue Please come to Indianapolis!,,2015-02-20 14:23:36 -0800,,Indiana (East) 568897720410374145,negative,1.0,Late Flight,1.0,Delta,,timmybicicleta,,0,@JetBlue flight 691 from bos to Tampa takeoff 40 min Late Flight,,2015-02-20 14:19:20 -0800,Boston,Atlantic Time (Canada) 568897013997289472,neutral,1.0,,,Delta,,VegasKingpin,,0,@JetBlue When will you release November flights for Flight Booking Problems?,,2015-02-20 14:16:32 -0800,,Eastern Time (US & Canada) 568896227917451264,negative,0.6766,Customer Service Issue,0.3537,Delta,,noplasticshower,,0,".@JetBlue Ah grasshopper, your twitterz kung fu no good. Hire geeks. http://t.co/8MWItRi9kF",,2015-02-20 14:13:24 -0800,planet earth, 568895587900207104,negative,0.6609,Customer Service Issue,0.6609,Delta,,JNH_61,,0,@JetBlue Did you discontinue nonstop service from SJC to BOS? Can't find 471 or 472 anywhere,,2015-02-20 14:10:52 -0800,SJ-BOS-SJ,Quito 568894423507058688,negative,1.0,Late Flight,1.0,Delta,,NicoleMarieNoel,,0,@JetBlue Noooo!! Why is our previously direct flight from FLL>SFO diverted to LAS? Now arriving almost 2 hrs Late Flightr. 👎,,2015-02-20 14:06:14 -0800,Bad Wolf Bay,Eastern Time (US & Canada) 568894248457646080,negative,0.6987,Can't Tell,0.6987,Delta,,noplasticshower,,0,Well lets see. You could pay for my Negroni with bitcoin. @JetBlue,,2015-02-20 14:05:33 -0800,planet earth, 568894231651098624,neutral,0.6563,,0.0,Delta,,pveganmama,,0,@JetBlue do you know when the schedule for dec 2015 will be released?,,2015-02-20 14:05:29 -0800,Oregon,Arizona 568894021688434690,neutral,1.0,,,Delta,,mkboston13,,0,@JetBlue do you have direct flights to and from Bos to St Lucia or Antigua?,,2015-02-20 14:04:38 -0800,shopping. anywhere ,Quito 568891974687830016,positive,1.0,,,Delta,,_stephanieejayy,,0,@JetBlue okay thanks. Hope to be flying with you guys soon!,,2015-02-20 13:56:30 -0800,, 568891233386561537,neutral,1.0,,,Delta,,_stephanieejayy,,0,@JetBlue do you have any afternoon flights going from BQN to JFK? I only seem to find early morning flights.,,2015-02-20 13:53:34 -0800,, 568889828588331009,neutral,1.0,,,Delta,,KatieKane84,,0,@JetBlue I'm flying your airline just out of #LGA 😷,,2015-02-20 13:47:59 -0800,brooklyn ,Quito 568888413308391424,positive,0.7153,,,Delta,,GuidanceGirlEm,,0,@JetBlue he loved the #natural #beefjerky snacks😉,,2015-02-20 13:42:21 -0800,"New York, New York",Central Time (US & Canada) 568888167681695744,positive,0.6322,,,Delta,,ErinGambo,,0,@JetBlue thanks for your reply. It was flight 1572.,,2015-02-20 13:41:23 -0800,"New York, NY", 568885004610240512,positive,1.0,,,Delta,,alixpeabody,,0,@JetBlue who is he I must send a note!!! Too good for words!,,2015-02-20 13:28:49 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568884379600224258,neutral,0.6457,,,Delta,,alixpeabody,,0,"@jetblue captain ""takes as lot of muscles to frown but JUST A FEW TO SMILE. Y'all ready to go flyin?"" I mean... Now I am!",,2015-02-20 13:26:20 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568883264791785472,negative,1.0,Customer Service Issue,0.6745,Delta,,Cav3rnicula,,0,@JetBlue can't seem to DM you guys.. JDHADP,,2015-02-20 13:21:54 -0800,"Bay Area, CA.", 568882606634369024,positive,1.0,,,Delta,,AroundTownGabby,,0,@JetBlue - loving Capt Joe on our flight from BOS to SFO #633. This should be fun!,,2015-02-20 13:19:17 -0800,"Suburb of Boston, MA", 568881791156822017,negative,1.0,Late Flight,1.0,Delta,,dwhitchcock,,0,@JetBlue Two delays. A little proactive communication goes a long way. #howhardcanthatreallybe?,,2015-02-20 13:16:02 -0800,Tampa FL & Hendersonville NC,Eastern Time (US & Canada) 568879791648088065,negative,0.6364,Lost Luggage,0.3535,Delta,,mhoffma8,,0,@JetBlue - worst view for an athlete; watching your team from the front seat of the chase van #nogearnotraining,,2015-02-20 13:08:06 -0800,, 568877772828880896,positive,1.0,,,Delta,,OneikaTraveller,,0,@JetBlue It was fabulous! Very pleased.,,2015-02-20 13:00:04 -0800,"Hong Kong, SAR",Hong Kong 568876769455054849,neutral,1.0,,,Delta,,MomEsq10,,0,@JetBlue I'll take 3 round trip tickets to the closest warmest place please! #negativedegrees #buffalo #snowwillnevermelt,,2015-02-20 12:56:05 -0800,"Buffalo, New York", 568876711300997121,neutral,0.6332,,,Delta,,heykaradoyle,,0,@JetBlue you know it!!,,2015-02-20 12:55:51 -0800,New York-Florida,Eastern Time (US & Canada) 568875992128729088,neutral,0.6382,,,Delta,,RogerSaintange,,0,@JetBlue @hanneslohmann cool,,2015-02-20 12:53:00 -0800,,Pacific Time (US & Canada) 568875212202078208,positive,0.6774,,,Delta,,narryyhemmings,,0,@JetBlue u the real MVP http://t.co/jWL26G6lRw,,2015-02-20 12:49:54 -0800,Boston,Eastern Time (US & Canada) 568872365146251264,positive,1.0,,,Delta,,mariobonifacio,,0,@JetBlue No worries. Time flew in the terminal and now we're taking off. Thanks again!,,2015-02-20 12:38:35 -0800,New York,Eastern Time (US & Canada) 568871330495406080,positive,0.6526,,,Delta,,yaffasolin,,0,"@JetBlue messaged you, thanks",,2015-02-20 12:34:28 -0800,New York,Pacific Time (US & Canada) 568870342443184128,neutral,0.6196,,0.0,Delta,,Cav3rnicula,,0,@JetBlue will I be compensated for delays or Cancelled Flightlation?,,2015-02-20 12:30:33 -0800,"Bay Area, CA.", 568864286266814465,positive,1.0,,,Delta,,KaylaRose__,,0,@JetBlue I will. Thank you!,,2015-02-20 12:06:29 -0800,,Eastern Time (US & Canada) 568862787193081856,neutral,0.6411,,0.0,Delta,,moneyries,,0,@JetBlue dang. Pandora? Does it look like it may get pushed back more or is this likely it?,,2015-02-20 12:00:32 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568862241497305088,negative,1.0,Customer Service Issue,0.6859999999999999,Delta,,JefferyAArnold,,0,"@JetBlue poor storm customer service, 1hr takeoff delay waiting for the snack cart, rude steward (no names) and I love you guys. #TrueBlue",,2015-02-20 11:58:21 -0800,"Hoboken,NJ",Pacific Time (US & Canada) 568862134966345729,neutral,0.6871,,,Delta,,southxnortheast,,2,@JetBlue saving my sanity. Leaving it behind for sunshine. #escape #FL #bliss #travel #InDenial #WhatFrozenPipes http://t.co/6TtzEJV3hY,,2015-02-20 11:57:56 -0800,key west to bar harbor, 568861835568369664,negative,1.0,Late Flight,0.6882,Delta,,Cav3rnicula,,0,"@JetBlue before departure, while people who are delayed get up to $200 to compensate their time..",,2015-02-20 11:56:45 -0800,"Bay Area, CA.", 568861309384728577,negative,0.6733,Flight Booking Problems,0.3532,Delta,,KaylaRose__,,0,"@JetBlue No, it is one I'm trying to make, but it is probably too Late Flight. I did not see an email that I could call. Pittsburgh International.",,2015-02-20 11:54:39 -0800,,Eastern Time (US & Canada) 568861149053231104,neutral,0.3494,,0.0,Delta,,HowDoesItSound,,0,@JetBlue I have more flights that I'd love to redeem for some points but they're a little over a year old. Is there a historical limit?,,2015-02-20 11:54:01 -0800,"Brooklyn, NY",Pacific Time (US & Canada) 568861022343307264,negative,1.0,Customer Service Issue,1.0,Delta,,JSHKODNIK,,0,@JetBlue has the worst customer service out of any airline company. #dontflythem,,2015-02-20 11:53:31 -0800,"Buffalo, New York, Florida",Quito 568860520796725248,negative,1.0,Late Flight,1.0,Delta,,moneyries,,0,@JetBlue what's up with the random delay on flight 1729? Any chance of it being a false alarm?,,2015-02-20 11:51:31 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568858899438178305,negative,1.0,Late Flight,0.6667,Delta,,Cav3rnicula,,0,"@JetBlue I lost a day at the airport and off my trip, I should be compensated for the inconvenience!!!!!",,2015-02-20 11:45:05 -0800,"Bay Area, CA.", 568857976733376512,positive,1.0,,,Delta,,HowDoesItSound,,0,@JetBlue Thanks for the reminder of a few older flights I'd taken and the easy access to add points to my new JB account! Awesome service.,,2015-02-20 11:41:25 -0800,"Brooklyn, NY",Pacific Time (US & Canada) 568855090930429952,neutral,1.0,,,Delta,,lexinieds,,0,@JetBlue can I switch my seat for my trip on Sunday?,"[37.40321679, -121.96988433]",2015-02-20 11:29:57 -0800,NYC, 568854763057475584,positive,0.6667,,,Delta,,spark911uk,,0,@JetBlue @AmericanAir ah ha! I misread the end date as being 2014 not 2015. Thanks for clarifying :),"[0.0, 0.0]",2015-02-20 11:28:38 -0800,New York City,Eastern Time (US & Canada) 568853588858023936,negative,0.7018,Late Flight,0.7018,Delta,,islandershf,,0,@JetBlue what is the reason for the delay,,2015-02-20 11:23:59 -0800,,Eastern Time (US & Canada) 568853321659736064,neutral,0.6705,,0.0,Delta,,spark911uk,,0,@JetBlue where do I add my AA loyalty number to my Jetblue reservation?,"[0.0, 0.0]",2015-02-20 11:22:55 -0800,New York City,Eastern Time (US & Canada) 568851381769134080,positive,0.6639,,,Delta,,JPopsie,,0,@JetBlue I'll see you on board again soon!,,2015-02-20 11:15:12 -0800,Global,Eastern Time (US & Canada) 568850938796118016,neutral,1.0,,,Delta,,islandershf,,0,@JetBlue is flt 1202 delayed?,,2015-02-20 11:13:27 -0800,,Eastern Time (US & Canada) 568850770331721728,neutral,0.6295,,,Delta,,SMHillman,,0,@JetBlue #AfterAll indeed! https://t.co/swWhYhEn76 #LoveSongFriday #Cheesy #80sweresomuchfun #BrandLoveAffair,,2015-02-20 11:12:47 -0800,"New York, NY",Eastern Time (US & Canada) 568849719625158657,positive,1.0,,,Delta,,JPopsie,,0,@JetBlue heading to Buffalo... trading the cold in Boston for colder in Buffalo... Maybe the Caribbean next time?,,2015-02-20 11:08:36 -0800,Global,Eastern Time (US & Canada) 568848952768000000,neutral,0.6507,,,Delta,,Wibbitz,,0,@JetBlue and @WSJ team up offering in-flight access to journal content http://t.co/PTsbkA4cDJ,,2015-02-20 11:05:33 -0800,"New York, Tel Aviv",Jerusalem 568846033997803520,positive,1.0,,,Delta,,SMHillman,,0,@JetBlue Of course U know I would like 2 lay you down in a #BedofRoses as long as they're #mint colored! https://t.co/3QYEzHjGsb #brandmance,,2015-02-20 10:53:57 -0800,"New York, NY",Eastern Time (US & Canada) 568845545986400256,neutral,0.7040000000000001,,,Delta,,SMHillman,,0,@JetBlue Now ur asking for the heavy guns! You know #IWouldDoAnythingForLove https://t.co/Yx1DQJn8nL #BrandMance #LoveSongFriday,,2015-02-20 10:52:01 -0800,"New York, NY",Eastern Time (US & Canada) 568843464361713664,neutral,1.0,,,Delta,,laurafee,,0,@JetBlue well mine sure aren't anything to write home about!,,2015-02-20 10:43:45 -0800,so cal,Pacific Time (US & Canada) 568843160224452608,positive,0.6701,,0.0,Delta,,s_m_i,,5,This is so smart it makes me angry MT @JetBlue: We’ve partnered with @WSJ to bring you free digital access onboard! http://t.co/0LiwEcAsOe,,2015-02-20 10:42:32 -0800,,Eastern Time (US & Canada) 568842695864504320,positive,1.0,,,Delta,,SMHillman,,0,@JetBlue OOH! Good one! Speaking of #MiAmore - Just know that #IAdore https://t.co/fWZClBvuG4 Loving #LoveSongFriday,,2015-02-20 10:40:41 -0800,"New York, NY",Eastern Time (US & Canada) 568841355226517504,neutral,1.0,,,Delta,,laurafee,,0,@JetBlue well I'm not sure I'm that bold! lol or are you saying you didn't believe me?? :P,,2015-02-20 10:35:22 -0800,so cal,Pacific Time (US & Canada) 568840506148573186,positive,0.6579,,,Delta,,datminecraftboz,,0,@JetBlue i love this song <3 thanks @JetBlue,,2015-02-20 10:31:59 -0800,, 568839596261249024,neutral,0.6409,,,Delta,,SMHillman,,0,@JetBlue Let's just say #IDontWannaLiveWithoutYourLove https://t.co/i9KCgaxxFa #ItWasMintToBe #BestInClassSocial #ThankYou #Travel #Business,,2015-02-20 10:28:22 -0800,"New York, NY",Eastern Time (US & Canada) 568839278681174016,neutral,1.0,,,Delta,,IFEnews,,0,@JetBlue and The from @WSJ Team to Offer In-#Flight Access to Journal ... - Digital Journal http://t.co/ucF0B0bQ8r,,2015-02-20 10:27:07 -0800,FL350,Sydney 568837638611992576,neutral,0.34299999999999997,,0.0,Delta,,wclsc59,,0,@JetBlue I did.... Would be nice to see more services out of @triflight instead of having to drive 3-4 hrs to like charlotte or atlanta,,2015-02-20 10:20:36 -0800,johnson city tn, 568837619372593153,positive,1.0,,,Delta,,laurafee,,0,@JetBlue currently dancing in the terminal. love Stevie!,,2015-02-20 10:20:31 -0800,so cal,Pacific Time (US & Canada) 568836750598123521,positive,1.0,,,Delta,,datminecraftboz,,0,@JetBlue thank you for being jetblue and not jetgreen or jetred. blue is my favorite color! and jet blue makes it better :),,2015-02-20 10:17:04 -0800,, 568836365309190145,neutral,0.6768,,,Delta,,StacyCrossB6,,0,@JetBlue We already won the tickets but she's totally on a beach right now. #flightlanding #sunscreen #feelsgood http://t.co/5PvG2hJXKp,,2015-02-20 10:15:32 -0800,Philadelphia,Eastern Time (US & Canada) 568835573982633984,neutral,0.6698,,0.0,Delta,,wclsc59,,0,@JetBlue will you please start offering more routes out of @triflight to more locations,,2015-02-20 10:12:23 -0800,johnson city tn, 568834558268973056,positive,0.6959,,,Delta,,SaharaSams,,2,"chair #selfie ""@JetBlue: @StacyCrossB6 @PHLAirport @SaharaSams Everyone looks #FLAWLESS ;) We're so PROUD of our PHL crew! #BlueHeros”",,2015-02-20 10:08:21 -0800,"West Berlin, NJ",Eastern Time (US & Canada) 568834182694240256,positive,1.0,,,Delta,,EMPRESSROOTSGAL,,0,@JetBlue @WSJ #JETBLUE treated me right as a #disabledtraveler thanks for a no hassle flight to @jamaica,"[0.0, 0.0]",2015-02-20 10:06:52 -0800,JAMAICA&USA,Central Time (US & Canada) 568833490818453504,negative,0.6585,Can't Tell,0.6585,Delta,,BritishAirNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/Ur60Un86gy,,2015-02-20 10:04:07 -0800,UK,Sydney 568829891220803584,neutral,0.67,,0.0,Delta,,Cindy3015,,0,@JetBlue I'm looking every day just watching for a deal. I have specific dates so fare finder doesn't help me,,2015-02-20 09:49:49 -0800,"Rochester , N.Y",Eastern Time (US & Canada) 568828957002493953,positive,1.0,,,Delta,,BostonSwifty,,0,@JetBlue flight booked! Heading out to California with the @WikiPearl team for @NatProdExpo on March 6-8! Can't wait! #ExpoWest,,2015-02-20 09:46:06 -0800,"Boston, MA",Eastern Time (US & Canada) 568827568973066240,positive,0.6719,,,Delta,,Bkgirl_VSL,,0,@JetBlue totally would have.... but the outside view was even more camera ready haha #EvenMoreSpace #EvenMoreView http://t.co/dXuX6DBfd3,,2015-02-20 09:40:35 -0800,"Brooklyn, NY", 568827397103099904,negative,1.0,Late Flight,0.6895,Delta,,The_Radifier,,0,@JetBlue dont really know what that means but this isnt the best first-time-flying-w-a-16mo old experience. likelihood of addtl delays 2nt?,,2015-02-20 09:39:54 -0800,"Arlington, VA",Atlantic Time (Canada) 568826055324098562,positive,0.6701,,,Delta,,anku,,0,@JetBlue sent :-) curious to see what kind of comp we get.,,2015-02-20 09:34:34 -0800,San Francisco,Pacific Time (US & Canada) 568825255604699136,positive,0.6816,,,Delta,,jmoumou1,,0,@JetBlue I can't wait to hear back from you regarding the internship opportunity! 😊,,2015-02-20 09:31:23 -0800,,Eastern Time (US & Canada) 568824366928039936,neutral,1.0,,,Delta,,bekahthornhill,,0,@JetBlue why don't you fly to #nashville? :(,,2015-02-20 09:27:51 -0800,"Austin, TX/NY, NY",Central Time (US & Canada) 568823603627565056,negative,1.0,Late Flight,1.0,Delta,,mishy_mish,,0,"@JetBlue I ❤️ Jetblue but i was on flt 277 from fll to sfo. tke off was over 1 hr Late Flight, div to phx & got in 2 hrs Late Flight. What will be done?",,2015-02-20 09:24:49 -0800,"Fort Lauderdale, Fl",Eastern Time (US & Canada) 568823136600371200,negative,1.0,Late Flight,1.0,Delta,,The_Radifier,,0,@JetBlue sis and 16 month old nephew are. Last nights flight and this am mega delayed. Now this evening's is starting w delays. Why?,,2015-02-20 09:22:58 -0800,"Arlington, VA",Atlantic Time (Canada) 568821070767255552,neutral,1.0,,,Delta,,SaharaSams,,0,@JetBlue Challenge accepted. First 5 crew members to send pics in the chairs get FREE tickets to visit us. #wager #IsItSummerYet,"[0.0, 0.0]",2015-02-20 09:14:46 -0800,"West Berlin, NJ",Eastern Time (US & Canada) 568819697438871553,neutral,1.0,,,Delta,,kyachtic,,0,@JetBlue what's a good address to send feedback over email?,,2015-02-20 09:09:18 -0800,"Boston, USA",Arizona 568818695562260481,positive,1.0,,,Delta,,TyrellJourdanA,,0,@JetBlue Thanks for the $100 credit because of the 4hr delay. I can tell customer service means a lot to YOU #Thankful,,2015-02-20 09:05:19 -0800,The Eastside of the Far Side,Eastern Time (US & Canada) 568818669024907264,negative,1.0,Late Flight,0.677,Delta,,The_Radifier,,0,@JetBlue what is going on with your BDL to DCA flights yesterday and today?! Why is every single one getting delayed?,,2015-02-20 09:05:13 -0800,"Arlington, VA",Atlantic Time (Canada) 568816016622354432,neutral,1.0,,,Delta,,paupaucda,,0,@JetBlue I did. They said not as of now. Let's cross fingers it happens before departing,,2015-02-20 08:54:41 -0800,,Pacific Time (US & Canada) 568815117120319488,neutral,1.0,,,Delta,,Aircrews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Lake Wylie #Pilot http://t.co/jgor0vdI3S,,2015-02-20 08:51:06 -0800,Australia,Sydney 568812654346653697,neutral,0.6392,,,Delta,,gloeb90,,0,@JetBlue OK cool. I need to listen to some Dre and Snoop en route to LA. That would have been a shame.,,2015-02-20 08:41:19 -0800,NY, 568811069575204864,negative,0.6634,Customer Service Issue,0.3465,Delta,,Rachelce2,,1,"@JetBlue basically stole my glasses, and now I can't drive or see in my classes and they're not answering my phone calls. #thanksJetBlue",,2015-02-20 08:35:01 -0800,,Central Time (US & Canada) 568810170383536128,positive,1.0,,,Delta,,CourtneyEastes,,0,@JetBlue thank you for always have the most amazing customer service! Bring on The Disney Princess Half Marathon,,2015-02-20 08:31:27 -0800,, 568809510644527104,negative,1.0,Late Flight,1.0,Delta,,MichaelSadov,,0,"@JetBlue we've been delayed for almost 2 hrs. I take JetBlue because I've had good luck, but today is really frustrating.",,2015-02-20 08:28:49 -0800,, 568809330151022592,neutral,1.0,,,Delta,,BritishAirNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/D1eRGPdWsJ,,2015-02-20 08:28:06 -0800,UK,Sydney 568808746689933312,neutral,1.0,,,Delta,,meadonmanhattan,,0,@JetBlue trivia contest to win flight. 1 question. RT and Follow & I'll send you answer to enter. http://t.co/AucSYKFUHD via @WSJPlus,,2015-02-20 08:25:47 -0800,"iPhone: 28.356075,-81.588827",Eastern Time (US & Canada) 568808318560550912,positive,0.6838,,,Delta,,matthewhirsch,,0,@JetBlue I definitely will. Thanks!,,2015-02-20 08:24:05 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568807823187976193,positive,0.6667,,,Delta,,SMHillman,,0,@JetBlue I'm #MakingLoveOutofNothingAtAll on my #brandloveaffair to #LAX https://t.co/kdHRUF54sW,,2015-02-20 08:22:07 -0800,"New York, NY",Eastern Time (US & Canada) 568807083270762497,negative,1.0,Can't Tell,0.6487,Delta,,MichelleAntunez,,0,@JetBlue something they're not telling us (2),,2015-02-20 08:19:11 -0800,"Miami,Florida",Central Time (US & Canada) 568806985505726464,neutral,0.6709,,0.0,Delta,,MichelleAntunez,,0,@JetBlue that's what we've been told however how would this work if you're going overseas? Bottom line is passengers feel as if there's (1),,2015-02-20 08:18:47 -0800,"Miami,Florida",Central Time (US & Canada) 568806899275018241,negative,1.0,Bad Flight,1.0,Delta,,MichaelSadov,,0,@JetBlue we've been on the runway for over an hour. Now the water pressure is low and taxiing back for maintenance. #1572,,2015-02-20 08:18:27 -0800,, 568806618097455104,negative,1.0,Late Flight,1.0,Delta,,ErinGambo,,0,@JetBlue thanks for the heads up about the 2 hour delay #sarcasm #patienceiswearingthin #woof,,2015-02-20 08:17:20 -0800,"New York, NY", 568805624164851712,positive,1.0,,,Delta,,matthewhirsch,,0,@JetBlue Hi! Just wanted to see if you have any new routes planned this year for Newark. Love flying you guys and hope to do so more!,,2015-02-20 08:13:23 -0800,"Hoboken, NJ",Eastern Time (US & Canada) 568804502645706752,negative,1.0,Customer Service Issue,1.0,Delta,,jakubsuchy,,0,"@jetblue when i sign in into TrueBlue, why do I have to do it twice? happens to everyone around me",,2015-02-20 08:08:55 -0800,New York,London 568804416662454272,negative,1.0,Late Flight,0.3541,Delta,,KBeckwithDane,,0,@JetBlue mechanical failure isn't Boston' fault.,,2015-02-20 08:08:35 -0800,, 568801701378928641,positive,0.6566,,,Delta,,mariobonifacio,,0,@JetBlue Oh that totally looks on par with @AmericanAir's Admirals Club; any way you can slide us a couple passes? ;),,2015-02-20 07:57:48 -0800,New York,Eastern Time (US & Canada) 568801400815292416,negative,0.6883,Late Flight,0.6883,Delta,,KBeckwithDane,,0,@JetBlue 290 to Boston,,2015-02-20 07:56:36 -0800,, 568800846789545984,neutral,0.6806,,,Delta,,alexandrawalshh,,0,@JetBlue thanks bae,,2015-02-20 07:54:24 -0800,nyc ,Quito 568800822693380096,negative,1.0,Late Flight,1.0,Delta,,techcatalyst,,0,@JetBlue I’m going to miss a hugely important meeting because of your constant delays #itscostingmeincome,,2015-02-20 07:54:18 -0800,"New York, USA",Eastern Time (US & Canada) 568799543698935808,positive,1.0,,,Delta,,SMHillman,,0,@JetBlue gr8 #Mint crew on #flight 123 to #LAX they're #Mintalicious #TrueBlueLove #ShelleyandMarcRock #travel #air,,2015-02-20 07:49:13 -0800,"New York, NY",Eastern Time (US & Canada) 568799486392143872,positive,1.0,,,Delta,,ASSauLTxMasTER,,0,"@JetBlue Thanks for offering this service, guys! http://t.co/xDjzkC34GB",,2015-02-20 07:48:59 -0800,Orlando,Eastern Time (US & Canada) 568798862086836225,negative,0.7090000000000001,Late Flight,0.7090000000000001,Delta,,alexandrawalshh,,0,@JetBlue when your flights delayed :)))>>>,,2015-02-20 07:46:31 -0800,nyc ,Quito 568798853656223745,positive,0.6701,,,Delta,,SMHillman,,0,"@JetBlue what can I say, I'm #LostinLove w/our #brandmance https://t.co/Bzwgp7aDVE #wemosaictogether #Mint #Love",,2015-02-20 07:46:29 -0800,"New York, NY",Eastern Time (US & Canada) 568798264943902720,neutral,1.0,,,Delta,,Rachel_Lipson,,0,@JetBlue should I be nervous about a Sunday AM flight Baltimore to Boston? Any suggestions on what I can do? Need to be in Boston by Monday.,"[38.91355311, -77.04169657]",2015-02-20 07:44:08 -0800,"Washington, DC",Eastern Time (US & Canada) 568798045799784448,positive,1.0,,,Delta,,dpcahoon,,0,@JetBlue you guys rock!! http://t.co/LA397zaoAY,,2015-02-20 07:43:16 -0800,"Cambridge, MA",Eastern Time (US & Canada) 568797557914148865,positive,1.0,,,Delta,,mariobonifacio,,0,"That would be great! I never thought I'd be the sort who'd be into them, but it really makes the flying experience more bearable @JetBlue",,2015-02-20 07:41:20 -0800,New York,Eastern Time (US & Canada) 568797120410619904,negative,0.9278,Late Flight,0.5386,Delta,negative,techcatalyst,Late Flight,0,@JetBlue sorry to report we are stuck on Tarmac.. Being held so #notwheelsup,,2015-02-20 07:39:35 -0800,"New York, USA",Eastern Time (US & Canada) 568796340714639360,positive,1.0,,,Delta,,kbosspotter,,0,@JetBlue thanks to the gent on the phone who fixed my BOS-MCO flight and the fee waiver! A320 now :) #flyfi ! I forget her name :(,,2015-02-20 07:36:30 -0800,Logan International Airport,Atlantic Time (Canada) 568796240319639552,neutral,0.6702,,,Delta,,JetBlueNews,,0,@JetBlue Airways Hits New 52-Week High at $17.58 (JBLU) - sleekmoney http://t.co/zdKXn4kTOu,,2015-02-20 07:36:06 -0800,USA,Sydney 568796018348724226,negative,1.0,Late Flight,0.6941,Delta,,mariobonifacio,,0,"I was a bit steamed in conjunction w/my new 7-hour wait at first, but having sat down and bought a bit of tea, I've settled some @JetBlue",,2015-02-20 07:35:13 -0800,New York,Eastern Time (US & Canada) 568794248654426112,positive,0.7053,,,Delta,,mariobonifacio,,0,"Thanks! Hope I don't look like a complainer, I've written of good experiences w/you in the past and am making do in terminal 5 :) @JetBlue",,2015-02-20 07:28:11 -0800,New York,Eastern Time (US & Canada) 568789117426921472,neutral,0.65,,,Delta,,nokidhungry,,0,"@jetblue We'd love to help Shanese Bryant-Melton, a hard-working grandmother from DC, go to Miami. It's on her bucket list. #flyitforward",,2015-02-20 07:07:47 -0800,"Washington, DC",Eastern Time (US & Canada) 568787185341751296,neutral,1.0,,,Delta,,rfeeney11,,0,@JetBlue Just signed up for TrueBlue and booked a flight but keep getting an error when I try to link it to my TB account. What's the deal?,,2015-02-20 07:00:07 -0800,,Central Time (US & Canada) 568786394656722944,positive,1.0,,,Delta,,stetsoninc,,0,@JetBlue Success! Good work JetBlue team,,2015-02-20 06:56:58 -0800,"New York, NY",Central Time (US & Canada) 568785867743105024,neutral,0.6316,,0.0,Delta,,redsox223,,0,@JetBlue I hope so. The plane does appear to be leaving a nearby terminal for our gate.,,2015-02-20 06:54:53 -0800,, 568785094430883840,positive,1.0,,,Delta,,AlanaMYzola,,0,@JetBlue great flight! Great view! :-) http://t.co/Yxn00pnOav,,2015-02-20 06:51:48 -0800,, 568784868257214464,positive,1.0,,,Delta,,dentistmel,,0,@JetBlue beautiful ride. Thanks again:),,2015-02-20 06:50:54 -0800,"East Greenwich,RI", 568782407698149376,positive,1.0,,,Delta,,lunchforone,,0,@JetBlue perfect! Probably need some coffee to stay awake during the night ;),,2015-02-20 06:41:08 -0800,Germany ,Berlin 568781359331844096,negative,1.0,Can't Tell,1.0,Delta,,NickMarvalous,,0,"@JetBlue appreciate what you've done on your end to make this right, but still unhappy with initial incident. Will be calling.",,2015-02-20 06:36:58 -0800,, 568781140217049088,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/Of7PFvQpOY,,2015-02-20 06:36:05 -0800,USA,Sydney 568780552964145152,negative,1.0,Flight Attendant Complaints,0.3684,Delta,,mariobonifacio,,0,"Lines may be extra long or security slow, but seems your employees too quick to blame customers who don't arrive 3-4 hours ahead @JetBlue",,2015-02-20 06:33:45 -0800,New York,Eastern Time (US & Canada) 568779615323299840,positive,0.6667,,,Delta,,SMHillman,,2,Then you better #HoldOn - #EverythingsGonnaBeAlright @jetblue 4 our #brandloveaffair https://t.co/64kN6GEEP8 #TrueBlueLove #travel #business,,2015-02-20 06:30:02 -0800,"New York, NY",Eastern Time (US & Canada) 568778730186928128,negative,1.0,Customer Service Issue,1.0,Delta,,stetsoninc,,0,"@JetBlue This is the error message: Paper tickets cannot be serviced on-line. Please see a JetBlue Crewmember for assistance.",,2015-02-20 06:26:31 -0800,"New York, NY",Central Time (US & Canada) 568778553933889536,neutral,1.0,,,Delta,,lunchforone,,0,@JetBlue are there any food places open at the JFK T5 24//?,,2015-02-20 06:25:49 -0800,Germany ,Berlin 568778374451220480,negative,0.6706,Can't Tell,0.3376,Delta,,stetsoninc,,0,@JetBlue CCNDJP/ I can send a screen shot of the systems error if an email address is provided,,2015-02-20 06:25:06 -0800,"New York, NY",Central Time (US & Canada) 568775130505207809,negative,1.0,Can't Tell,1.0,Delta,,NYYash,,0,"@JetBlue Inconvenience is an understatement. More like torture. Clearly going down the wrong path, JetBlue.",,2015-02-20 06:12:13 -0800,"New York City, NY",Atlantic Time (Canada) 568774914452418561,negative,1.0,Late Flight,0.3402,Delta,,NYYash,,0,"@JetBlue don't just cling on to the safety card. It safety was really an issue, then flight would have landed immediately. .",,2015-02-20 06:11:21 -0800,"New York City, NY",Atlantic Time (Canada) 568773939754889216,neutral,1.0,,,Delta,,NickMarvalous,,0,@JetBlue no. Did not catch his name. I am sure Jason will know.,,2015-02-20 06:07:29 -0800,, 568769775515635712,negative,1.0,Customer Service Issue,0.7,Delta,,TyrellJourdanA,,0,@JetBlue I waited in line all that time to be told by a crewmember that there's no update until 9:30 #3HrDelay #disappointed,,2015-02-20 05:50:56 -0800,The Eastside of the Far Side,Eastern Time (US & Canada) 568768028831289344,negative,1.0,Customer Service Issue,0.3508,Delta,,tlrichmond,,0,@JetBlue Phone agents can't see same flights I see online??? Can't change tickets even when I am paying. Very frustrating #jetblue,,2015-02-20 05:43:59 -0800,,Atlantic Time (Canada) 568766741746225152,negative,1.0,Bad Flight,1.0,Delta,,NYYash,,0,@JetBlue Why was flight 669 forced to return to NY when there was a malfunction? Why not land in the countless air strips surrounding Chi?,,2015-02-20 05:38:53 -0800,"New York City, NY",Atlantic Time (Canada) 568766295761682432,positive,1.0,,,Delta,,m1ss_DefJam,,0,@JetBlue haha no need to apologize 😁 I'll be Flight Booking Problems sooner than Late Flightr. I love JetBlue,,2015-02-20 05:37:06 -0800,Orlando - ΜΣΥ,Eastern Time (US & Canada) 568763889506082816,neutral,0.6579,,,Delta,,dentistmel,,0,@JetBlue Oh I will. #Disney bound. #workhard #playsoon,,2015-02-20 05:27:33 -0800,"East Greenwich,RI", 568762267493249024,neutral,1.0,,,Delta,,BritishAirNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - @TheVDT http://t.co/VD0tLomtwu,,2015-02-20 05:21:06 -0800,UK,Sydney 568761693997674496,negative,1.0,Bad Flight,0.6813,Delta,,Ch1en1,,0,@JetBlue Denver-Boston 2/10 flight 994 and Boston-Denver 2/15 flight 493 (both planes!) visible snack crumbs on seats on all upon boarding,,2015-02-20 05:18:49 -0800,,Greenland 568760613792579584,negative,1.0,Late Flight,0.6733,Delta,,mariobonifacio,,0,"@JetBlue Felt a bit like they were adding insult to injury, since we'll be in terminal 5 for seven hours until the next flight :/",,2015-02-20 05:14:32 -0800,New York,Eastern Time (US & Canada) 568760299978948608,neutral,0.6533,,0.0,Delta,,gloeb90,,0,@JetBlue you guys get rid of the hip hop stations on Sirius XM?,,2015-02-20 05:13:17 -0800,NY, 568760283864416257,negative,1.0,Late Flight,1.0,Delta,,mariobonifacio,,0,@JetBlue I knew the 3-4 hours sounded odd; missed a flight we hit JFK an hour early for and your gate attendant told us 3-4 :(,,2015-02-20 05:13:13 -0800,New York,Eastern Time (US & Canada) 568760152129720320,negative,1.0,Late Flight,0.6563,Delta,,TyrellJourdanA,,0,@JetBlue Well being on time is not going to happen now. Safety does come 1at. Looks like I'll have 2 look 4 another flight now #1stTimeFlyer,,2015-02-20 05:12:41 -0800,The Eastside of the Far Side,Eastern Time (US & Canada) 568758241745719297,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Airways to continue 'various commercial relationships' with #Lufthansa ... - @CAPA_Aviation http://t.co/o5sifHp4RT,,2015-02-20 05:05:06 -0800,USA,Sydney 568757775205056512,negative,0.6608,Late Flight,0.6608,Delta,,TyrellJourdanA,,1,@JetBlue U said 15mins to Take Off and now we were told 1hr more delay & possible Cancelled Flightlation. How do U plan to rectify this? #Frustrated,,2015-02-20 05:03:15 -0800,The Eastside of the Far Side,Eastern Time (US & Canada) 568754053083222016,positive,1.0,,,Delta,,RascoePattie,,0,@JetBlue can't wait! I'll be the one who can't contain herself. 😄,,2015-02-20 04:48:27 -0800,, 568752951164063745,negative,1.0,Late Flight,1.0,Delta,,VRogers218,,0,@JetBlue I hope so. Wanted an early flight to avoid the airport chaos but it's too Late Flight for that!,,2015-02-20 04:44:05 -0800,"Quincy, Ma by way of The #413",Eastern Time (US & Canada) 568752793999286273,positive,1.0,,,Delta,,DMenachery,,0,@JetBlue Big thanks to Ricardo Olavarria at Reagan Airport. Fixed our ticket and made sure we made it for our friend's wedding #greatservice,,2015-02-20 04:43:27 -0800,, 568752061682208768,positive,1.0,,,Delta,,TyrellJourdanA,,0,@JetBlue Really!? That's good to hear! Thanks for the update @walls29 We may make that business meeting after all.,,2015-02-20 04:40:33 -0800,The Eastside of the Far Side,Eastern Time (US & Canada) 568751647809273856,neutral,1.0,,,Delta,,RascoePattie,,0,"@JetBlue Spent most of the winter in NNY with Mom, JetBlue will take me home to FL via BOS on Mon. Miss hubby, kitties, warm #countingdown",,2015-02-20 04:38:54 -0800,, 568749392083206144,neutral,0.6786,,0.0,Delta,,TyrellJourdanA,,0,@JetBlue Hey any chance you have an update on Flight 99 Hartford to D.C.?,,2015-02-20 04:29:56 -0800,The Eastside of the Far Side,Eastern Time (US & Canada) 568746335446441984,negative,1.0,Late Flight,0.3789,Delta,,VRogers218,,0,@JetBlue no updates on anything! All we know is there is an issue with the front wheels being locked.,,2015-02-20 04:17:47 -0800,"Quincy, Ma by way of The #413",Eastern Time (US & Canada) 568745705864626176,negative,1.0,Late Flight,0.6484,Delta,,VRogers218,,0,"@JetBlue flight 99 to DCA 2 delays, I'm all for erring on the side of safety but it's an inconvenience to people with connecting flights!!",,2015-02-20 04:15:17 -0800,"Quincy, Ma by way of The #413",Eastern Time (US & Canada) 568743141861228544,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Has D.C. Thinking About Summer With New Nantucket Service - Broadway World http://t.co/dS22ceeEnj,,2015-02-20 04:05:06 -0800,USA,Sydney 568737248931397632,neutral,1.0,,,Delta,,SMHillman,,0,@JetBlue it's time for our #brandmance 2 go #UpWhereWeBelong https://t.co/KtAWbiUUro,,2015-02-20 03:41:41 -0800,"New York, NY",Eastern Time (US & Canada) 568735841771597825,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue and The from @WSJ Team to Offer In-#Flight Access to Journal ... - Broadway World http://t.co/AsYqE1tDjp,,2015-02-20 03:36:05 -0800,USA,Sydney 568735475847950336,positive,0.6566,,0.0,Delta,,iBEtwelve34,,0,@JetBlue PDX to JFK was suuuuper HOT.,,2015-02-20 03:34:38 -0800,, 568727789311889409,neutral,1.0,,,Delta,,BritishAirNews,,0,"@JetBlue's CEO #pilots among ardent fans, Wall Street - Poughkeepsie Journal http://t.co/zSdGzyDNDe",,2015-02-20 03:04:06 -0800,UK,Sydney 568724024362037248,neutral,0.6907,,,Delta,,donnatoo61,,0,@JetBlue Is it June yet? 😊,,2015-02-20 02:49:08 -0800,North Shore Massachusetts, 568712938019639296,neutral,0.6387,,,Delta,,JetBlueNews,,0,@JetBlue Airways Hits New 12-Month High at $17.58 (JBLU) - WKRB News http://t.co/XvBjCzlMDA,,2015-02-20 02:05:05 -0800,USA,Sydney 568711179318779904,neutral,0.6559999999999999,,0.0,Delta,,M_Balt,,0,@JetBlue ETA for flight 802 into Orlando this morning,,2015-02-20 01:58:05 -0800,,Mountain Time (US & Canada) 568706272788262912,neutral,1.0,,,Delta,,jerodrig,,0,"@JetBlue using A321 JFK-SEA for Summer 2015. It will be my first A321 flight ever! No Mint to Seattle, Core Config only.",,2015-02-20 01:38:36 -0800,"New York, NY",Pacific Time (US & Canada) 568703064691113984,neutral,1.0,,,Delta,,WallNyc,,0,@JetBlue how much for a trip to a warm island @SamChampion http://t.co/N3SUIip0VW,,2015-02-20 01:25:51 -0800,, 568682740020690945,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Has DC Thinking About Summer With New Nantucket Service - @MarketWatch http://t.co/yI4wGUk5tr,,2015-02-20 00:05:05 -0800,USA,Sydney 568679098920206337,negative,0.6242,Cancelled Flight,0.6242,Delta,,paupaucda,,0,@JetBlue it's ok. Things happen. Just very frustrated when you have to change your schedule. See you tomorrow for a new rescheduled flight.,,2015-02-19 23:50:37 -0800,,Pacific Time (US & Canada) 568677157569826816,negative,0.6533,Late Flight,0.332,Delta,,paupaucda,,0,@JetBlue I had a SJC to JFK departing 10:55pm tonight. I have to now change my whole schedule. Can we get a sort of refund for this?,,2015-02-19 23:42:54 -0800,,Pacific Time (US & Canada) 568676137699651584,negative,0.6551,Cancelled Flight,0.6551,Delta,,paupaucda,,0,@JetBlue your airline should have a better system to Inform your clients when their flights are Cancelled Flightled last min. 😒👺 we have schedules too,,2015-02-19 23:38:51 -0800,,Pacific Time (US & Canada) 568672781979619328,neutral,1.0,,,Delta,,BrendaPriddy,,0,"@jetblue Havana, Cuba - To share my love of photography and leave pictures behind, as well as to deliver much-needed items. #flyingitforward",,2015-02-19 23:25:31 -0800,BrendaPriddyAndCompany.com,Arizona 568670498646700032,negative,1.0,Customer Service Issue,0.6718,Delta,,mjayeinstein,,0,@JetBlue the slowest boarding process I've ever experienced and rude customer service agents.,,2015-02-19 23:16:26 -0800,"Tempe, AZ",Arizona 568668179158806529,negative,1.0,Can't Tell,0.6246,Delta,,mjayeinstein,,0,@JetBlue needs to get its act together in #PHX,,2015-02-19 23:07:13 -0800,"Tempe, AZ",Arizona 568662554047696896,neutral,1.0,,,Delta,,PelkeyKerrie,,0,@JetBlue @cflanagian she's on to something,,2015-02-19 22:44:52 -0800,, 568660340910592000,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue and The from @WSJ Team to Offer In-#Flight Access to Journal ... - Nassau News Live http://t.co/7E5bxwG16t,,2015-02-19 22:36:05 -0800,USA,Sydney 568652268305666048,positive,1.0,,,Delta,,saltrejo,,0,"@JetBlue Love you, bae. #JetBae","[40.79248745, -111.98778056]",2015-02-19 22:04:00 -0800,"Salt Lake City, Utah ",Mountain Time (US & Canada) 568649338005487618,neutral,0.6588,,0.0,Delta,,Brian_Genest,,0,@JetBlue probably not anymore.,,2015-02-19 21:52:21 -0800,Maine,Eastern Time (US & Canada) 568649053711380480,neutral,0.6701,,,Delta,,mhoffma8,,0,@JetBlue - I look forward to getting this resolved. I will be in touch.,,2015-02-19 21:51:14 -0800,, 568648777315147777,negative,1.0,Lost Luggage,0.7011,Delta,,mhoffma8,,0,"@JetBlue - Yes. Best case scenario I get my gear Late Flight Friday, early Saturday. Camp starts at 6AM tomorrow #toolittletooLate Flight",,2015-02-19 21:50:08 -0800,, 568647808619659264,negative,1.0,Lost Luggage,1.0,Delta,,mhoffma8,,0,@JetBlue - In CA for the weekend to attend a training camp; thanks for sending all my gear to FL; looks like this trip is a waste #nothappy,,2015-02-19 21:46:17 -0800,, 568645379031347200,neutral,0.6364,,0.0,Delta,,Brian_Genest,,0,@JetBlue yup! He said there would be flight change fee. But the plane should be here in 45 minutes apparently.,,2015-02-19 21:36:37 -0800,Maine,Eastern Time (US & Canada) 568644388001337344,neutral,1.0,,,Delta,,Brian_Genest,,0,@JetBlue 108 to Portland Maine,,2015-02-19 21:32:41 -0800,Maine,Eastern Time (US & Canada) 568643357108531200,negative,1.0,Flight Booking Problems,0.3678,Delta,,Brian_Genest,,0,@JetBlue why are you making me stay in JFK until 2 am or Late Flightr? Just let me rebook without making me pay more,,2015-02-19 21:28:35 -0800,Maine,Eastern Time (US & Canada) 568642357379399681,positive,1.0,,,Delta,,adatts33,,0,@JetBlue You definitely will!,,2015-02-19 21:24:37 -0800,, 568642209823612929,negative,0.7065,Cancelled Flight,0.3587,Delta,,FredFinn,,0,@JetBlue and stranded passengers aren't being helped to get another flight?,,2015-02-19 21:24:02 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568641342869544960,positive,0.3548,,0.0,Delta,,anewyorkminich,,0,@JetBlue you don't remember our date Monday night back to NYC? #heartbroken,,2015-02-19 21:20:35 -0800,manhattan. , 568640650129731585,positive,0.68,,,Delta,,anewyorkminich,,0,@JetBlue ugh always know a way to my heart 😘🙌,,2015-02-19 21:17:50 -0800,manhattan. , 568637437812944896,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue and The from @WSJ Team to Offer In-#Flight Access to Journal ... - Digital Journal http://t.co/2Nzh3QOaZo,,2015-02-19 21:05:04 -0800,USA,Sydney 568636973964898305,negative,1.0,Cancelled Flight,1.0,Delta,,FredFinn,,0,@JetBlue why did you just Cancelled Flight flight 670 last minute?!?,,2015-02-19 21:03:14 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568636474637357056,negative,1.0,Bad Flight,0.7022,Delta,,tommy_cantwell,,0,@JetBlue I'm sitting on the plane. Too many predictable mechanical problems. Still onboard. This is getting bad...,,2015-02-19 21:01:14 -0800,, 568636400419151873,neutral,0.6694,,,Delta,,Who_Knows_Me1,,0,@JetBlue thanks for the help,"[40.64638899, -73.78399051]",2015-02-19 21:00:57 -0800,, 568635298759860226,negative,1.0,Bad Flight,0.6832,Delta,,Acevaz,,0,@JetBlue on your 1503 flight JFK to PR. They got the doors open on this frigid temperature. #icyflight,,2015-02-19 20:56:34 -0800,The Big Manzana,Eastern Time (US & Canada) 568634780264374272,negative,1.0,Lost Luggage,0.6364,Delta,,Who_Knows_Me1,,0,@JetBlue #poorservice #poorcommunication #waitingsince 10:51 for bags frm flight 424!!! #jetblue,"[40.64656067, -73.78334045]",2015-02-19 20:54:30 -0800,, 568634515884789761,negative,1.0,Cancelled Flight,0.6653,Delta,,Who_Knows_Me1,,0,@JetBlue bags hv been posted on board for flight424 on carsl 4. Now switched to carsl 5. It's comedic watching passengers run frm 1 to othr,"[40.64656067, -73.78334045]",2015-02-19 20:53:27 -0800,, 568633738567012352,negative,0.6626,Lost Luggage,0.6626,Delta,,Who_Knows_Me1,,0,"@JetBlue the one man in baggage office says ""I dunno"". HELP","[40.64656067, -73.78334045]",2015-02-19 20:50:22 -0800,, 568633534627381248,negative,1.0,Lost Luggage,1.0,Delta,,Who_Knows_Me1,,0,@JetBlue where is our luggage?? Flight 424 has been waiting an hour for bags! #jetblue #poorservice,"[40.64656067, -73.78334045]",2015-02-19 20:49:34 -0800,, 568633098474299392,negative,1.0,Lost Luggage,1.0,Delta,,Who_Knows_Me1,,0,@JetBlue what is going on? We arrived at 10:51pm Not One Bag Has Been Unloaded!! Flight 424,"[40.64656067, -73.78334045]",2015-02-19 20:47:50 -0800,, 568632724078125056,negative,1.0,Lost Luggage,1.0,Delta,,Who_Knows_Me1,,0,@JetBlue service for baggage at JFK is incomprehensible. No employee knows where our luggage is frM flight 424 LAX to NYC ITS AN HR WAIT NOW,,2015-02-19 20:46:20 -0800,, 568632557836865536,positive,0.6667,,0.0,Delta,,BorjaAngoitia1,,0,@JetBlue Thank you guys! Brilliant customer service,,2015-02-19 20:45:41 -0800,, 568631249989988354,negative,1.0,Lost Luggage,1.0,Delta,,Papa_Pill,,0,"@JetBlue yes of course, before I left the airport. I kept looking but claim is still open.",,2015-02-19 20:40:29 -0800,"San Diego, CA (760)", 568631243228762112,negative,1.0,Bad Flight,0.6667,Delta,,justchristina,,0,@JetBlue #669 stewardesses can't work w/o a galley light! Back to NYC to change a light. #fromthefrontseat #jetblueBlues @anku @yaffasolin,,2015-02-19 20:40:27 -0800,"Boston, MA",Eastern Time (US & Canada) 568631189856264192,positive,1.0,,,Delta,,BorjaAngoitia1,,0,"@JetBlue Great Thank you, lets hope so! Could you please notify me if flight 2302 leaves JFK? Thank you again",,2015-02-19 20:40:14 -0800,, 568630308284850176,neutral,1.0,,,Delta,,metsnacional721,,1,"@JetBlue #flyingitforward Pereira, Colombia to help the kids from Cartago streets and deliver a lot of clothes that I have picked to donate.",,2015-02-19 20:36:44 -0800,, 568629820306952192,positive,0.6691,,,Delta,,BorjaAngoitia1,,0,@JetBlue that is great. But once it gets to Buffalo will it be able to leave and get to JFK? Or there's issues still at Buffalo airport?,,2015-02-19 20:34:48 -0800,, 568628159618424833,neutral,1.0,,,Delta,,BorjaAngoitia1,,0,"@JetBlue sorry for my misunderstanding of the term, but what does that exactly mean?",,2015-02-19 20:28:12 -0800,, 568626612314308608,negative,0.373,Bad Flight,0.373,Delta,,mdrachler33,,1,@JetBlue why do you have every channel but @ABCNetwork How are @kgonzales89 and I supposed to watch Scandal? But free FlyFi is sweet!,,2015-02-19 20:22:03 -0800,, 568626423273017344,negative,1.0,Late Flight,0.6942,Delta,,justchristina,,0,@JetBlue I left my apt 10hrs ago to go from Boston to SJC and I'm still NYC. Please bring back the nonstop flight. #jetblueBlues,,2015-02-19 20:21:18 -0800,"Boston, MA",Eastern Time (US & Canada) 568625613797511169,negative,0.6822,Late Flight,0.3563,Delta,,BorjaAngoitia1,,0,@JetBlue What is going on with the flight from Buffalo to JFK? Have they figured anything out about the temperature and the tower yet?,,2015-02-19 20:18:05 -0800,, 568625258351063040,negative,1.0,Customer Service Issue,1.0,Delta,,janeeats,,0,@jetblue we never received that $15 credit for inoperable tv's on our SFO > JFK flight 2 weeks ago. never got an email...,,2015-02-19 20:16:40 -0800,"Brooklyn, NY",Central Time (US & Canada) 568623875468226560,positive,0.6556,,0.0,Delta,,hipch1ck,,0,"@JetBlue, was far less painful than what was coming from Avis. 💙",,2015-02-19 20:11:11 -0800,Upstate New York,Eastern Time (US & Canada) 568621210986090497,neutral,0.6904,,,Delta,,PilotFresh,,0,@JetBlue thanks so I'll like to get the new tail N598JB N615JB Boston red Sox livery so I can share with talk but send them only on weekends,,2015-02-19 20:00:35 -0800,Dubai ,Central America 568620542682468352,neutral,1.0,,,Delta,,PilotFresh,,0,@JetBlue look what I capture at Uvf http://t.co/Lj2ZXZN8kG,,2015-02-19 19:57:56 -0800,Dubai ,Central America 568620103895367680,neutral,1.0,,,Delta,,PilotFresh,,0,@JetBlue I'm so ready to see N598JB n N775JB on my Island but on a weekend to capture it,,2015-02-19 19:56:11 -0800,Dubai ,Central America 568619425886121985,positive,1.0,,,Delta,,bangerangz,,0,@JetBlue my flight attendant Angel was awesome. #415 #kudos,,2015-02-19 19:53:30 -0800,,Pacific Time (US & Canada) 568617016917168128,neutral,1.0,,,Delta,,Daryax22,,0,@JetBlue Washington DC (:,,2015-02-19 19:43:55 -0800,"Boston, MA",Eastern Time (US & Canada) 568616851531378688,positive,1.0,,,Delta,,JayPochBaby,,0,@JetBlue thank you #loyalmosaicmember,"[40.64661043, -73.776003]",2015-02-19 19:43:16 -0800,Buffalo,Eastern Time (US & Canada) 568616034384498688,negative,0.7023,Can't Tell,0.3755,Delta,,JayPochBaby,,1,@JetBlue the pilot just stated that after 22 years of flying he has never experienced anything like this. #gettingoffplane,"[40.64719984, -73.77530956]",2015-02-19 19:40:01 -0800,Buffalo,Eastern Time (US & Canada) 568615445596471296,negative,1.0,Late Flight,1.0,Delta,,JayPochBaby,,0,@JetBlue we now have to get off of the plane and wait another 1-2 hours for someone at the @BuffaloAirport to read the temp. #tired,"[40.64679403, -73.77516598]",2015-02-19 19:37:41 -0800,Buffalo,Eastern Time (US & Canada) 568614009584291840,neutral,0.6697,,,Delta,,JayPochBaby,,0,@JetBlue flight 2302 from JFK to BUF.,"[40.64679903, -73.7734517]",2015-02-19 19:31:58 -0800,Buffalo,Eastern Time (US & Canada) 568612181480243200,positive,1.0,,,Delta,,ClassyMalick,,0,@JetBlue thank you very very much!! 💙💙,,2015-02-19 19:24:43 -0800,NY, 568611819864117248,positive,1.0,,,Delta,,ClassyMalick,,0,@JetBlue Awww thank you B6! Glad to hear it! Made my day! & one last question do you have any idea what tail is operating flt 606 2maro? :),,2015-02-19 19:23:16 -0800,NY, 568611474416906240,negative,1.0,Bad Flight,0.6353,Delta,,JayPochBaby,,0,@JetBlue I appreciate the quick response but how can no one go outside to check temp so we can leave in BUF #currentlysittingontarmac,"[40.64374009, -73.77678134]",2015-02-19 19:21:54 -0800,Buffalo,Eastern Time (US & Canada) 568611024837849088,negative,1.0,Late Flight,0.6494,Delta,,JayPochBaby,,0,@JetBlue after 40 mins they tell us they can't check temperature for at least 2 more hours. So it's back to the gate to wait. #mosiacfail,"[40.64490372, -73.77508276]",2015-02-19 19:20:07 -0800,Buffalo,Eastern Time (US & Canada) 568608189089869825,positive,1.0,,,Delta,,jaycaz80,,0,@JetBlue in the sky on flight 833 from BOS to SFO. Awesome crew! Helene rocks!,,2015-02-19 19:08:51 -0800,, 568606685230555136,negative,0.7723,Can't Tell,0.731,Delta,negative,cvsherman,Can't Tell,0,@JetBlue time to reevaluate my nyc carrier.,,2015-02-19 19:02:52 -0800,"Austin, TX",Central Time (US & Canada) 568604366690627584,neutral,1.0,,,Delta,,aclaessen,,0,@JetBlue we are bringing 2 guitars. can we bring them as carry on?,,2015-02-19 18:53:39 -0800,Hollywood,Pacific Time (US & Canada) 568604311598469121,negative,1.0,Cancelled Flight,0.3514,Delta,,yaffasolin,,2,@JetBlue what's going on with flight 669 and how many free trips will I get from this epic inconvenience @anku http://t.co/pEUc0BMij9,,2015-02-19 18:53:26 -0800,New York,Pacific Time (US & Canada) 568603024320434176,negative,1.0,Late Flight,1.0,Delta,,cvsherman,,0,@JetBlue the departure time keeps getting Late Flightr. I'll be lucky if I'm home by 3am,,2015-02-19 18:48:19 -0800,"Austin, TX",Central Time (US & Canada) 568602933035601921,positive,0.6843,,,Delta,,SnappyKyle,,0,@JetBlue I LOVE JET BLUE!,,2015-02-19 18:47:58 -0800,10 ring,Pacific Time (US & Canada) 568602701623218177,negative,1.0,Customer Service Issue,1.0,Delta,,yaffasolin,,0,@JetBlue how come you're responding to everyone else and not me #wtf,,2015-02-19 18:47:02 -0800,New York,Pacific Time (US & Canada) 568602614839033856,neutral,1.0,,,Delta,,slidingsideways,,0,"@JetBlue So anything found while cleaning the plane in DC would be at the baggage office, even something small?",,2015-02-19 18:46:42 -0800,"Boston, MA",Eastern Time (US & Canada) 568602597197623298,neutral,1.0,,,Delta,,SnappyKyle,,0,@JetBlue Can I bring my dog on board?,,2015-02-19 18:46:37 -0800,10 ring,Pacific Time (US & Canada) 568602015456215040,positive,0.7036,,,Delta,,JetBlue,,3,@NinaDavuluri We think it's a treat to have you onboard! Enjoy your flight. 💙,,2015-02-19 18:44:19 -0800,1-800-JETBLUE,Eastern Time (US & Canada) 568601554275721216,positive,1.0,,,Delta,,stair_teneisha,,0,@JetBlue @NinaDavuluri 😃cool,,2015-02-19 18:42:29 -0800,"Manchester,CT", 568601459983400960,neutral,1.0,,,Delta,,SnappyKyle,,0,@JetBlue Maybe I'll just go to Cleveland instead.,,2015-02-19 18:42:06 -0800,10 ring,Pacific Time (US & Canada) 568601051584196608,positive,1.0,,,Delta,,NinaDavuluri,,0,@JetBlue yes! Always a treat to fly with you guys! 😊✈️,,2015-02-19 18:40:29 -0800,Across America,Atlantic Time (Canada) 568600552814174208,positive,1.0,,,Delta,,SnappyKyle,,0,@JetBlue Thank you. I really would have preferred Jet Blue. You guys have the best seats in the business.,,2015-02-19 18:38:30 -0800,10 ring,Pacific Time (US & Canada) 568599227342852096,neutral,0.6588,,0.0,Delta,,SnappyKyle,,0,@JetBlue Hi. I'm trying to find a flight to the Middle East.,,2015-02-19 18:33:14 -0800,10 ring,Pacific Time (US & Canada) 568591345801158656,negative,1.0,Customer Service Issue,1.0,Delta,,peter_w_ryan,,0,@JetBlue @lopezlaymari what a patronizing response to a legitimate issue,,2015-02-19 18:01:55 -0800,Montreal,Eastern Time (US & Canada) 568589571929350144,negative,1.0,Late Flight,0.6987,Delta,,Clagett,,0,@JetBlue Yep. 1 hour at Logan. Gangway broke and cabin crew stuck on plane. They just arrived. Passengers request butt massages.,,2015-02-19 17:54:52 -0800,Jamestown Virginia , 568589127290998784,negative,0.6617,Late Flight,0.6617,Delta,,AmazingLaisha,,0,@JetBlue I love your flights! But theres always some delay unfortunately,,2015-02-19 17:53:06 -0800,✈️FL/NJ/NYC,Eastern Time (US & Canada) 568588936852799488,positive,0.6829999999999999,,0.0,Delta,,AmazingLaisha,,0,"@JetBlue yes thankfully! Catering just got here and now they are loading, but very frustrated. I was supposed to be there by 10-10:30",,2015-02-19 17:52:21 -0800,✈️FL/NJ/NYC,Eastern Time (US & Canada) 568588896218587137,negative,1.0,Can't Tell,0.6942,Delta,,Clagett,,0,@JetBlue my butt hurts.,,2015-02-19 17:52:11 -0800,Jamestown Virginia , 568588797182648320,negative,0.6531,Late Flight,0.6531,Delta,,lopezlaymari,,0,@JetBlue that's what they told me half an hour ago,,2015-02-19 17:51:47 -0800,Miami | Puerto Rico , 568587875702476800,negative,0.6421,Customer Service Issue,0.3482,Delta,,lopezlaymari,,3,@JetBlue I have been hanging here for almost an hour,,2015-02-19 17:48:08 -0800,Miami | Puerto Rico , 568587429830983680,negative,1.0,Late Flight,0.6617,Delta,,AmazingLaisha,,0,"@JetBlue took forever for catering to get to my flight, now are very delayed. So ticked off right now.",,2015-02-19 17:46:21 -0800,✈️FL/NJ/NYC,Eastern Time (US & Canada) 568586894776406017,negative,1.0,Flight Attendant Complaints,0.6509,Delta,,lopezlaymari,,2,@JetBlue it is absurd that I have waited more than 45mins because the flight attendant assigned for my flight is Late Flight. You dont have others?,,2015-02-19 17:44:14 -0800,Miami | Puerto Rico , 568583737417605122,positive,1.0,,,Delta,,sportsguy44,,0,@JetBlue safety first !! #lovejetblue,,2015-02-19 17:31:41 -0800,MA, 568583414519083010,negative,1.0,Late Flight,1.0,Delta,,sportsguy44,,0,@JetBlue delayed flight bummer,,2015-02-19 17:30:24 -0800,MA, 568579899243380736,positive,1.0,,,Delta,,mrsoramsey,,0,@JetBlue here in Austin I saw the water bottles & snacks @ the desk for your waiting passengers! Im so Flight Booking Problems my next flight with you!,,2015-02-19 17:16:26 -0800,, 568574897988874240,positive,0.6775,,0.0,Delta,,MsBooya,,0,"@JetBlue no, they're too busy being awesome and trying to get us out ASAP. I'll deal.",,2015-02-19 16:56:33 -0800,, 568574059652489217,negative,1.0,Bad Flight,1.0,Delta,,MsBooya,,0,"@jetblue well, we're on our way now, but more than half my tv channels are just static. 😔",,2015-02-19 16:53:14 -0800,, 568571758627790849,neutral,1.0,,,Delta,,batteryman29,,0,@JetBlue any idea when November-December 2015 travel opens up?,,2015-02-19 16:44:05 -0800,, 568569739225604096,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Airways Corporation (NASDAQ:JBLU) Update: @JetBlue says #Lufthansa ... - Markets Bureau http://t.co/aPY3zLSqUu,,2015-02-19 16:36:04 -0800,USA,Sydney 568569662717313024,positive,1.0,,,Delta,,thaniapeck,,0,@JetBlue thanks so much!! ❤️✨ very relaxing flight!,,2015-02-19 16:35:45 -0800,,Pacific Time (US & Canada) 568568690381168640,neutral,0.6889,,,Delta,,ana_lontana,,0,@JetBlue alright.,,2015-02-19 16:31:53 -0800,Northern California/Medellín,Pacific Time (US & Canada) 568567970450055170,neutral,1.0,,,Delta,,markjohnson319,,0,@JetBlue @airbusintheus A320 landing @aruba_airport in February of 2014. #avgeek #warmweather https://t.co/Kaej9G0CHd,,2015-02-19 16:29:02 -0800,"Dallas, TX", 568566512308523008,negative,1.0,Late Flight,1.0,Delta,,ana_lontana,,0,@JetBlue what is happening with the flight from FLL to SFO? Why the delay and the reroute?,,2015-02-19 16:23:14 -0800,Northern California/Medellín,Pacific Time (US & Canada) 568562657265131520,negative,1.0,Can't Tell,0.664,Delta,,dnaumann54,,0,@JetBlue shut up an turn on the tvs/music,,2015-02-19 16:07:55 -0800,Boston,Eastern Time (US & Canada) 568561938457690112,neutral,0.6854,,,Delta,,JetBlueNews,,0,@JetBlue Has D.C. Thinking About Summer With New Nantucket Service - SYS-CON Media (PR) http://t.co/ZoFWLdQXbe,,2015-02-19 16:05:04 -0800,USA,Sydney 568561033641480192,positive,1.0,,,Delta,,TheSnortherner,,0,@JetBlue excellent. you guys are the best,,2015-02-19 16:01:28 -0800,NYC,Eastern Time (US & Canada) 568560914779078656,positive,1.0,,,Delta,,dcooode,,0,"@JetBlue Although it wasn't totally the answer I was looking for, I appreciate the prompt response.",,2015-02-19 16:01:00 -0800,, 568560786756366336,neutral,0.6907,,0.0,Delta,,dcooode,,0,@JetBlue Guess I'll wait another 24 hrs in hopes rate goes down & is more reasonable. Fingers crossed. Cutting it close to my travel dates.,,2015-02-19 16:00:29 -0800,, 568560685568937985,neutral,1.0,,,Delta,,maw416,,0,@JetBlue do you do any discounts for volunteer firefighters?,,2015-02-19 16:00:05 -0800,"Roslyn, ny",Eastern Time (US & Canada) 568559580717805568,neutral,1.0,,,Delta,,TheSnortherner,,0,"@JetBlue Well, I fly into Huntsville, AL. But I'd take either Nashville or Birmingham too!",,2015-02-19 15:55:42 -0800,NYC,Eastern Time (US & Canada) 568558979841810432,negative,0.7168,Customer Service Issue,0.3922,Delta,,dcooode,,0,"@JetBlue If your confirming to me that the rate won't go down again looks like I can't fly JetBlue this time around, can't afford that price",,2015-02-19 15:53:18 -0800,, 568558887290441728,negative,1.0,Bad Flight,0.6990000000000001,Delta,,superhilarious,,0,@JetBlue :/ he was trying to take stuff from the under the seat in front of him and bugging out throughout the flight. Didn't feel safe.,,2015-02-19 15:52:56 -0800,,Central Time (US & Canada) 568558562810544129,positive,1.0,,,Delta,,TheSnortherner,,0,@JetBlue oh yes! I hope you expand to other airports soon so I can fly you to see my family each year!!!!,,2015-02-19 15:51:39 -0800,NYC,Eastern Time (US & Canada) 568558484653883392,negative,0.6477,Can't Tell,0.3295,Delta,,dcooode,,0,@JetBlue Been a member since 2007. Looking to travel next week 2/24-2/27. Couldn't book right away due to all the snow; I'm in BOS.,,2015-02-19 15:51:20 -0800,, 568556148368019456,positive,1.0,,,Delta,,CaralynMirand,,0,@JetBlue thanks JB!! This is why I 💙 you!,,2015-02-19 15:42:03 -0800,"Buffalo, NY",Eastern Time (US & Canada) 568554719934844928,positive,1.0,,,Delta,,MsBooya,,0,"@JetBlue but thank you! Love, an anxious flyer.",,2015-02-19 15:36:23 -0800,, 568554542897307648,positive,1.0,,,Delta,,dcooode,,0,@JetBlue Same exact flight too. Love JetBlue. Really want to fly with ya'll. But that's a little pricey for basic (not Mint). BOS to SFO.,,2015-02-19 15:35:40 -0800,, 568554411078889473,negative,1.0,Can't Tell,0.3548,Delta,,MsBooya,,0,@JetBlue I don't want to seem crazy! Have already asked twice!,,2015-02-19 15:35:09 -0800,, 568554107952177152,neutral,0.7245,,0.0,Delta,,dcooode,,0,@JetBlue Flight I want to book was $320 one day; went to purchase next day & price doubled to $737. Inquiring on chance it may go down?,,2015-02-19 15:33:57 -0800,, 568552775325364224,negative,1.0,Customer Service Issue,1.0,Delta,,dcooode,,0,"@JetBlue Sent an email more than 24 hours ago asking a few questions, still no response. Need answers before (hopefully) Flight Booking Problems flight...",,2015-02-19 15:28:39 -0800,, 568552263641210881,negative,1.0,Late Flight,1.0,Delta,,MsBooya,,0,@JetBlue all they said was delayed due to mechanical issues. I'm looking for something a little more specific.,,2015-02-19 15:26:37 -0800,, 568551504505802752,negative,0.7053,Late Flight,0.7053,Delta,,MsBooya,,0,"@JetBlue if I'm about to get on a plane, I think I deserve to know what the mechanical issues are for the flight being delayed.",,2015-02-19 15:23:36 -0800,, 568551350025330691,negative,0.6694,Late Flight,0.3779,Delta,,MsBooya,,0,@JetBlue can you give me an update on flight 1684 MCO->JFK? They're saying mechanical issues but will not disclose what they are...,,2015-02-19 15:22:59 -0800,, 568548980122103808,negative,0.6551,Flight Attendant Complaints,0.3449,Delta,,RivieraTD,,0,@JetBlue walked from the gate to the just ask desk by gate 1 http://t.co/p6ucbVlv5E,,2015-02-19 15:13:34 -0800,Tonawanda NY,Eastern Time (US & Canada) 568548307200393217,negative,1.0,Late Flight,1.0,Delta,,koztang,,0,@JetBlue on flight 2416 to Orlando...ridiculous that we had to wait for this high school band to board. #notbabysitters #whrsthecoach?,,2015-02-19 15:10:54 -0800,,Eastern Time (US & Canada) 568547839636332544,positive,1.0,,,Delta,,SmithsShannon,,0,@JetBlue offers hot tea and coffee...at the gate! You guys make me wonder why I have ever flown any other airlines! ☕✈👍,,2015-02-19 15:09:02 -0800,MA & NJ,Eastern Time (US & Canada) 568547201208565760,positive,1.0,,,Delta,,SaraNettesheim,,0,"@JetBlue awesome, thanks!",,2015-02-19 15:06:30 -0800,Boston College, 568546837231042560,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Has D.C. Thinking About Summer With New Nantucket Service - Digital Journal http://t.co/urcyfcp2Lx,,2015-02-19 15:05:03 -0800,USA,Sydney 568545534056787968,negative,1.0,Customer Service Issue,0.62,Delta,,RivieraTD,,0,"@JetBlue you service agents at MCO are great, but their are not enough of them working right now!",,2015-02-19 14:59:53 -0800,Tonawanda NY,Eastern Time (US & Canada) 568545438976102400,positive,1.0,,,Delta,,stacyhirst,,0,@JetBlue keep going back and forth with being able to board and then not. But great agents in savannah!,,2015-02-19 14:59:30 -0800,,Central Time (US & Canada) 568544491596083200,negative,1.0,Can't Tell,0.6529,Delta,,royalsherman,,0,"@JetBlue not to get into semantics here but ""by"" means ""within the extent or period of; during"" and it is still technically 2/19 #dictionary",,2015-02-19 14:55:44 -0800,, 568544467944407040,negative,1.0,Late Flight,0.6669,Delta,,stacyhirst,,0,@jetblue is giving me false hope of ever getting home,,2015-02-19 14:55:38 -0800,,Central Time (US & Canada) 568542819788451841,neutral,1.0,,,Delta,,jebus51881,,0,"@JetBlue 1st flight of the morning, flying with a toddler. Will the plane be heated to a comfortable temp before boarding starts. #ItsCold",,2015-02-19 14:49:05 -0800,"South Park, Pa", 568542766860541952,positive,0.7077,,,Delta,,TimothySays,,0,@JetBlue That'd be nice! Hoping to rack up enough miles to take a trip to Seattle and enjoy a perfect latte in the city of coffee.,,2015-02-19 14:48:53 -0800,"Burlington, MA",Eastern Time (US & Canada) 568542018760286209,neutral,1.0,,,Delta,,royalsherman,,0,"@JetBlue I want to enter the family pooling contest, it says ""by 2/19"" on the website, can I please enter still!",,2015-02-19 14:45:54 -0800,, 568541219711819776,positive,0.6667,,,Delta,,TimothySays,,0,"@JetBlue Vegas, San Francisco, Baltimore, San Diego and Philadelphia so far! I'm a very frequent business traveler.",,2015-02-19 14:42:44 -0800,"Burlington, MA",Eastern Time (US & Canada) 568540097639030784,neutral,0.6602,,0.0,Delta,,bwsf93,,0,"@JetBlue and of course that was supposed to say Logan, not login",,2015-02-19 14:38:16 -0800,NOVA,America/New_York 568540063216197632,positive,1.0,,,Delta,,nadinefrostmace,,0,@JetBlue you reimbursed everyone on the flight a portion of their ticket. I still love JetBlue! Best American airline!,,2015-02-19 14:38:08 -0800,"Naples, Fl", 568539689176530944,positive,1.0,,,Delta,,anku,,0,@JetBlue @TSA JetBlue never disappoints !,,2015-02-19 14:36:39 -0800,San Francisco,Pacific Time (US & Canada) 568538242380742656,neutral,1.0,,,Delta,,Peaches275,,0,"😢😢 RT“@JetBlue: @Peaches275 Oh no! Unfortunately, the code must be entered at the time of purchase in order to qualify for the points.”",,2015-02-19 14:30:54 -0800,New Jet City,Central Time (US & Canada) 568537606503280640,neutral,1.0,,,Delta,,prohumanlife,,0,"@JetBlue quick question, to pay for a second bag, do I have to do it online or can I do it at the airport?",,2015-02-19 14:28:22 -0800,,Eastern Time (US & Canada) 568535586325303296,negative,1.0,Late Flight,1.0,Delta,,MissMichelle422,,1,"@JetBlue not cool to announce a flight ""delay"" when everyone is checking in. A 4 hour delay bdl-dca with a staff offering no help.",,2015-02-19 14:20:21 -0800,,Central Time (US & Canada) 568535405361913857,neutral,0.6495,,0.0,Delta,,Peaches275,,0,@JetBlue Hi. How do I claim points on a 1800-flowers order after I purchased? I totally forgot to put in the promo code.,,2015-02-19 14:19:38 -0800,New Jet City,Central Time (US & Canada) 568535276546449409,negative,1.0,Late Flight,1.0,Delta,,tyon305,,0,@JetBlue what's the hold up with flight 1553? boarding should've taken place 30 minutes ago.,,2015-02-19 14:19:07 -0800,MiamiKlko,Eastern Time (US & Canada) 568533876873633793,neutral,1.0,,,Delta,,RobinFicklin,,0,@JetBlue yes slc on 4/19,,2015-02-19 14:13:33 -0800,Logan.Utah,Pacific Time (US & Canada) 568533099908182016,negative,1.0,Lost Luggage,0.6735,Delta,,NY_US,,0,@JetBlue now we are waiting over an half hr for the packages. What's wrong with you guys?? http://t.co/wVGpp3Ymz1,,2015-02-19 14:10:28 -0800,NY NY, 568531409209421826,neutral,0.6808,,0.0,Delta,,uhnet,,0,@jetblue How long ago can a trip have taken place for me to still get credit if I didn't apply my TrueBlue # when I booked?,,2015-02-19 14:03:45 -0800,,Pacific Time (US & Canada) 568531076915662848,positive,1.0,,,Delta,,SaraNettesheim,,0,@JetBlue thanks for your help! #jetbluesofly,,2015-02-19 14:02:26 -0800,Boston College, 568530694353190912,neutral,0.6602,,,Delta,,uhnet,,0,@jetblue I was able to access it by using the drop down instead of clicking on the tab.,,2015-02-19 14:00:54 -0800,,Pacific Time (US & Canada) 568529886920335360,negative,1.0,Can't Tell,0.6832,Delta,,uhnet,,0,@JetBlue Do your TrueBlue pages not work on Chrome or Safari? I keep getting blank pages when I lick on the TrueBlue tab on your site.,,2015-02-19 13:57:42 -0800,,Pacific Time (US & Canada) 568528982439669761,positive,1.0,,,Delta,,angrydesi,,0,"@JetBlue: Ahoy from a loyal #AllYouCanJetPass holder! When do you anticipate direct US flights to #Havana, #Cuba? (#JetBlue #Vacation)",,2015-02-19 13:54:06 -0800,Everywhere,Eastern Time (US & Canada) 568528082841112576,negative,1.0,Cancelled Flight,1.0,Delta,,RobinFicklin,,0,@JetBlue that is my point! They are only offering me a flight the next day and expect me to now pay for a hotel because they Cancelled Flightled.,,2015-02-19 13:50:32 -0800,Logan.Utah,Pacific Time (US & Canada) 568527922576777216,neutral,0.3658,,0.0,Delta,,SaraNettesheim,,0,@JetBlue excited for my first flight w/ you today! It's delayed though- can you give me the 411? Flight number 989 from Boston to DC,,2015-02-19 13:49:54 -0800,Boston College, 568527764812374016,neutral,0.6723,,0.0,Delta,,beantoon,,0,@JetBlue what is the Mosiac 800 #?,,2015-02-19 13:49:16 -0800,"Plymouth, MA", 568526521910079488,negative,0.6625,Customer Service Issue,0.3394,Delta,,beantoon,,0,@JetBlue I can probably find some of them. Are the ticket #s on there?,,2015-02-19 13:44:20 -0800,"Plymouth, MA", 568525820764897280,negative,1.0,Cancelled Flight,0.6871,Delta,,RobinFicklin,,0,"@JetBlue no they offered the flight (4/19), I paid, then they changed it.This is the 2nd time you have done this to me. ruins cruise plans",,2015-02-19 13:41:33 -0800,Logan.Utah,Pacific Time (US & Canada) 568524724256444416,positive,1.0,,,Delta,,kbosspotter,,0,"@JetBlue okie doke! Knowing you, you will fix this ;)",,2015-02-19 13:37:11 -0800,Logan International Airport,Atlantic Time (Canada) 568523834980057088,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue should I check in my awesome bag on my flight or carry it on... Decisions...,,2015-02-19 13:33:39 -0800,Logan International Airport,Atlantic Time (Canada) 568521960088449025,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue I can't. I don't have acces to a phone rn. My iPhone broke. :/ would rather change it now then Late Flightr.,,2015-02-19 13:26:12 -0800,Logan International Airport,Atlantic Time (Canada) 568521376245501956,negative,0.6198,Cancelled Flight,0.3265,Delta,,kbosspotter,,0,@JetBlue I can't do that flight. I need a Late Flightr one! I need you to change my flight. You guys changed it and now I can't do that time!,,2015-02-19 13:23:53 -0800,Logan International Airport,Atlantic Time (Canada) 568510973469855745,positive,0.3563,,0.0,Delta,,cflanagan,,1,".@JetBlue Wish you would make Austin, TX a hub. Missing you as my “only” airline for all my biz travel since I moved from BOS. :(",,2015-02-19 12:42:33 -0800,"ÜT: 48.837756,2.320214",Eastern Time (US & Canada) 568509669758660608,neutral,1.0,,,Delta,,HAbbott4,,0,@JetBlue Just sent it,,2015-02-19 12:37:22 -0800,NY,Eastern Time (US & Canada) 568509433229099009,neutral,1.0,,,Delta,,SterlChampion,,0,@JetBlue a little vino wouldn't hurt 🍷,,2015-02-19 12:36:25 -0800,NYC,Eastern Time (US & Canada) 568509343047352322,neutral,0.6632,,,Delta,,JetBlueNews,,0,@JetBlue Airways Receives New Coverage from Analysts at Bank of America (JBLU) - The Legacy http://t.co/dORuxBqla1,,2015-02-19 12:36:04 -0800,USA,Sydney 568509302505377792,positive,0.3373,,0.0,Delta,,MikewDickman,,0,@JetBlue Crisis averted! Flight #69 from BOS to FLL is boarding. Let's hope the new pilots aren't Clarence Oveur and Roger Murdock. :-),,2015-02-19 12:35:54 -0800,South Florida, 568503966687993856,negative,1.0,Lost Luggage,0.6616,Delta,,HAbbott4,,0,@JetBlue My bag is missing from 1099 landed over 6 hours ago. Help!,,2015-02-19 12:14:42 -0800,NY,Eastern Time (US & Canada) 568502766747971585,positive,1.0,,,Delta,,bwsf93,,0,@JetBlue thanks to Julian at login for getting me onto an earlier flight back to DCA,,2015-02-19 12:09:56 -0800,NOVA,America/New_York 568502279193681921,negative,1.0,Customer Service Issue,0.6443,Delta,,MikewDickman,,0,"@JetBlue Apparently, the substitute pilots for flight #69 from BOS to FLL can't be found. No info is avail from the counter. How about you?",,2015-02-19 12:08:00 -0800,South Florida, 568502226597101568,negative,1.0,Lost Luggage,1.0,Delta,,HAbbott4,,0,@JetBlue Landed at MCO before 9am and still don't have my bag. You were supposed to give it to Disney's Magical Express this AM.I am livid!,,2015-02-19 12:07:47 -0800,NY,Eastern Time (US & Canada) 568501539167473664,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/5fmipW9dhi,,2015-02-19 12:05:03 -0800,USA,Sydney 568501157452230656,positive,1.0,,,Delta,,dougorey,,0,Not your fault @JetBlue Social Media Awesome People. I know everyone is working hard to get us in our way.,"[42.36834942, -71.0152744]",2015-02-19 12:03:32 -0800,"Boston, MA",Eastern Time (US & Canada) 568499629043687426,neutral,1.0,,,Delta,,bmose14,,0,"@JetBlue as requested, here's selfie somewhere over the Rocky's. #milehighselfieclub http://t.co/A1ChOxKPJp",,2015-02-19 11:57:28 -0800,"Boston, MA",Eastern Time (US & Canada) 568498446216400896,neutral,0.6768,,,Delta,,alnosh,,0,@JetBlue short stop at JFK before IAD,,2015-02-19 11:52:46 -0800,D.C., 568498114300153856,negative,1.0,Flight Attendant Complaints,0.3561,Delta,,dougorey,,0,@JetBlue Flight 69 (ha!) - one employee said they were reassigned another said they just left. I just want some warm weather!,"[42.36833796, -71.01525742]",2015-02-19 11:51:27 -0800,"Boston, MA",Eastern Time (US & Canada) 568495595440234496,positive,0.6762,,,Delta,,lyteforce,,0,@JetBlue Seems a few of my friends speak highly as well. Now we just need to find a decent priced way to go from YVR to SEA and overnight.,,2015-02-19 11:41:26 -0800,Richmond BC,Pacific Time (US & Canada) 568492016587436033,neutral,0.6606,,0.0,Delta,,alanbestnyc,,0,@JetBlue Does @AirCanada not take fraud as seriously?,,2015-02-19 11:27:13 -0800,,Quito 568491668858662914,negative,0.6629,Can't Tell,0.6629,Delta,,alanbestnyc,,0,"@JetBlue I want to add, my flight to Mexico was on Air Canada. Same exact situation, but with none of the problems I've had with Jet Blue.",,2015-02-19 11:25:50 -0800,,Quito 568491434397073408,negative,1.0,Customer Service Issue,1.0,Delta,,alanbestnyc,,0,@JetBlue You mean take more of my time to write you a physical letter because the fraud department doesn't have email or telephones. Right?,,2015-02-19 11:24:54 -0800,,Quito 568490310524936192,negative,0.6624,Customer Service Issue,0.3547,Delta,,alanbestnyc,,0,@JetBlue Capital One and I explained the false fraud alert. Why did the Jet Blue representative issue me a new tkt if it wasn't resolved?,,2015-02-19 11:20:26 -0800,,Quito 568490190194515970,positive,0.6737,,,Delta,,Lane_,,0,@JetBlue thanks,,2015-02-19 11:19:58 -0800,South Florida,Eastern Time (US & Canada) 568489782298476544,positive,0.6503,,,Delta,,alanbestnyc,,0,@JetBlue Then en route to the airport the rebooked ticket was refunded.,,2015-02-19 11:18:20 -0800,,Quito 568489700232695808,neutral,1.0,,,Delta,,HeathAWhelan,,0,@JetBlue @NHLBruins repping the Bruins in Cleveland at Rock n Roll HOF & The Christmas Story house #JetBlueBruins http://t.co/JKnWuGJ778,,2015-02-19 11:18:01 -0800,, 568489124098924546,negative,0.6596,Can't Tell,0.3521,Delta,,alanbestnyc,,0,"@JetBlue No, it didn't all work out. I called Jet Blue from Mexico to address the fraud alert with Capital One on the line. Rebooked.",,2015-02-19 11:15:43 -0800,,Quito 568488247514554369,negative,1.0,Customer Service Issue,1.0,Delta,,alanbestnyc,,0,@JetBlue actually they said the fraud issue was never resolved. but why then did they issue me a new ticket of the phone?,,2015-02-19 11:12:14 -0800,,Quito 568487688510287873,negative,1.0,Customer Service Issue,0.6733,Delta,,alanbestnyc,,0,"@JetBlue I called jet blue to get an explanation, and make sure it would not happen in the future. I was told to write the fraud dept.",,2015-02-19 11:10:01 -0800,,Quito 568487677114363904,positive,1.0,,,Delta,,smsuconn,,0,@JetBlue we made it safe and sound. Thank you for the safe travels.,,2015-02-19 11:09:58 -0800,"Alexandria, VA",Eastern Time (US & Canada) 568487439062441984,negative,0.6528,Flight Booking Problems,0.32799999999999996,Delta,,alanbestnyc,,0,"@JetBlue When I arrived at the airport, I was told my ticket had been refunded because my name had a fraud alert.",,2015-02-19 11:09:02 -0800,,Quito 568487293100691457,neutral,0.6808,,0.0,Delta,,alanbestnyc,,0,@JetBlue My card company and I explained the issue over the phone when I was in Mexico. I purchased a new ticket over the phone.,,2015-02-19 11:08:27 -0800,,Quito 568487040234459138,negative,1.0,Cancelled Flight,1.0,Delta,,alanbestnyc,,0,@JetBlue But jet blue had Cancelled Flighted my ticket & never reissued it.,,2015-02-19 11:07:27 -0800,,Quito 568486660410908674,neutral,0.6778,,0.0,Delta,,alanbestnyc,,0,"@JetBlue my credit card company accidentally marked my jet blue tickets as fraud, then corrected their mistake and reposted the money.",,2015-02-19 11:05:56 -0800,,Quito 568485564112117760,negative,1.0,Customer Service Issue,0.6508,Delta,,mattjay_son,,0,"@JetBlue has screwed me over for the last time. @SouthwestAir, glad to give you my business. #JetScrew #AwfulCustomerService","[0.0, 0.0]",2015-02-19 11:01:35 -0800,"Los Angeles, CA",Arizona 568484039499378690,negative,1.0,Customer Service Issue,0.6875,Delta,,mattjay_son,,0,@JetBlue Alternatives? You have absolutely no respect for loyal customers. 8 years. No more. I'm done.,,2015-02-19 10:55:31 -0800,"Los Angeles, CA",Arizona 568483098310152193,neutral,1.0,,,Delta,,erinthetraveler,,0,@JetBlue any thoughts on waiver of change fees for travel out of Boston this weekend?,,2015-02-19 10:51:47 -0800,Massachusetts,Eastern Time (US & Canada) 568482785389899776,negative,1.0,Can't Tell,0.6666,Delta,,mattjay_son,,0,@JetBlue Pooling and gifting are completely different. I shouldn't have to be charged $375 to send points. Its disgusting.,,2015-02-19 10:50:32 -0800,"Los Angeles, CA",Arizona 568480654347935745,negative,0.6742,Flight Booking Problems,0.3383,Delta,,mattjay_son,,0,@JetBlue Why would you charge money to transfer points to someone?,"[0.0, 0.0]",2015-02-19 10:42:04 -0800,"Los Angeles, CA",Arizona 568475439460515840,positive,1.0,,,Delta,,sbgblee,,0,"@JetBlue flight attendant Wendi on Flt 127 on 2/17, Newark to Orlando. 👍👍",,2015-02-19 10:21:21 -0800,, 568475010798637056,negative,1.0,Flight Booking Problems,1.0,Delta,,_TheRobynShow,,0,@JetBlue doesn't help if I have to fly on specific days,"[40.63817554, -73.95630614]",2015-02-19 10:19:38 -0800,NYC,Eastern Time (US & Canada) 568474960097878016,negative,1.0,Flight Attendant Complaints,0.6809,Delta,,NY_US,,0,@JetBlue it's noting about me i m perfectly fine it's the attitude and dealings with flyers. Stubborn. Demanding. Unwilling to accommodate.,,2015-02-19 10:19:26 -0800,NY NY, 568474423742738432,positive,0.6890000000000001,,0.0,Delta,,lyteforce,,0,@JetBlue There's just so many choices for y'all south of the border and I know not every airline is equal - lowest price != best value. ;),,2015-02-19 10:17:19 -0800,Richmond BC,Pacific Time (US & Canada) 568474096058507264,neutral,0.6659,,,Delta,,lyteforce,,0,@JetBlue Just looking to arrange for a nice flight from SEA to LA-ish and comparing the cost to something more direct from YVR.,,2015-02-19 10:16:00 -0800,Richmond BC,Pacific Time (US & Canada) 568473686178717696,neutral,0.6786,,,Delta,,slevine17,,0,@JetBlue Sent my suggestion and comments via the link provided..,,2015-02-19 10:14:23 -0800,, 568473361388572672,negative,1.0,Flight Attendant Complaints,1.0,Delta,,NY_US,,0,@JetBlue i am sharing it to the public. I fly 20 times a year and sitting now on the tarmac in fll. Your staff is the worst i ever met.,,2015-02-19 10:13:05 -0800,NY NY, 568472330097332225,positive,1.0,,,Delta,,AnthonysEdits,,0,@JetBlue I love you,,2015-02-19 10:08:59 -0800,✖️ || 4/5 || ✖️,Eastern Time (US & Canada) 568470507433168896,neutral,0.6259,,,Delta,,slevine17,,0,@JetBlue Ever consider coming to Memphis? Need some TrueBlue service and fares badly!!,,2015-02-19 10:01:45 -0800,, 568467286333513728,negative,1.0,Late Flight,1.0,Delta,,BrianKal,,0,@JetBlue what's up w flt 4? Brothers fiancé sitting on board for 30mins w tech issues.,"[38.87982914, -77.11608667]",2015-02-19 09:48:57 -0800,Metro Washington DC,Eastern Time (US & Canada) 568464487931613185,positive,1.0,,,Delta,,305Josec,,0,"@JetBlue be flying soon to NYC on your airline, of all airlines I've flown you're still #1 to me 😊😊😊✈️✈️✈️",,2015-02-19 09:37:50 -0800,"Miami, Florida", 568460351873937408,negative,1.0,Customer Service Issue,0.6839,Delta,,evelynsarah,,0,@JetBlue is giving us free movies because apparently the dunkin donuts coffee is a safety hazard. #thingsyoucantmakeup #switch2SBux?,,2015-02-19 09:21:24 -0800,"Los Angeles, CA",Quito 568456085536935936,negative,1.0,Bad Flight,0.3579,Delta,,GinaMPassantino,,0,@JetBlue As long as someone remembers to put it on plane right? That was a really lame excuse.Geez @JetBlue can do much better #coffeeneeded,,2015-02-19 09:04:26 -0800,"Amherst, NY",Eastern Time (US & Canada) 568454161962049536,negative,0.662,Bad Flight,0.662,Delta,,GinaMPassantino,,0,@JetBlue What else could possibly take the place of coffee at that hour??Hope pilot wasn't relying on aircraft for caffeine. #needcoffee,,2015-02-19 08:56:48 -0800,"Amherst, NY",Eastern Time (US & Canada) 568451040397422593,negative,1.0,Can't Tell,0.3368,Delta,,GinaMPassantino,,0,@JetBlue What's up with lack coffee on 7:30AM flight. Was told someone forgot to load coffee onto the plane. What????? #INeedCoffee,,2015-02-19 08:44:23 -0800,"Amherst, NY",Eastern Time (US & Canada) 568450407204139008,positive,1.0,,,Delta,,alexnazaryan,,0,"@JetBlue Utah, I think. And thanks!",,2015-02-19 08:41:53 -0800,New York City,Atlantic Time (Canada) 568448110256640000,positive,1.0,,,Delta,,smsuconn,,0,@JetBlue thank you!,,2015-02-19 08:32:45 -0800,"Alexandria, VA",Eastern Time (US & Canada) 568448023845572608,neutral,0.6423,,,Delta,,smsuconn,,0,@JetBlue yes he and all the princesses. Trying to get to the #glassslipperchallenge at WDW.,,2015-02-19 08:32:24 -0800,"Alexandria, VA",Eastern Time (US & Canada) 568444650903748609,positive,0.6754,,0.0,Delta,,hipch1ck,,0,"@JetBlue, never been delayed before; 533 to TPA out of BDL. Better safe than sorry. 💙 #lovejetblue #onlyblue #jetblueforever",,2015-02-19 08:19:00 -0800,Upstate New York,Eastern Time (US & Canada) 568444359391252480,negative,0.6831,Late Flight,0.6831,Delta,,smsuconn,,0,"@JetBlue dont get me wrong i love flying with you. Tv, free bags and descent fares. The recent plane problems are just annoying.",,2015-02-19 08:17:51 -0800,"Alexandria, VA",Eastern Time (US & Canada) 568443892569235457,positive,1.0,,,Delta,,leahmg2,,0,@JetBlue great flight and crew! Flight 51 from BOS to MCO,,2015-02-19 08:15:59 -0800,New Jersey,Eastern Time (US & Canada) 568442989258911745,negative,1.0,Late Flight,0.6667,Delta,,smsuconn,,0,@JetBlue i appreciate that. When i flew with you in January the check engine light came on right before take off. Now it is a computer.,,2015-02-19 08:12:24 -0800,"Alexandria, VA",Eastern Time (US & Canada) 568442965661761536,positive,1.0,,,Delta,,kzone7,,0,@JetBlue That's why I love JetBlue! #truebluemember4life,,2015-02-19 08:12:18 -0800,"Long Island, NY",Eastern Time (US & Canada) 568442328794464256,positive,0.6596,,0.0,Delta,,KatieLeonick,,0,"@JetBlue Awesome, thanks! I'll give a call Late Flightr today. Appreciate the help!",,2015-02-19 08:09:46 -0800,Chasing the dream,Eastern Time (US & Canada) 568442077400436736,neutral,0.7246,,0.0,Delta,,TomFecteau,,0,"@JetBlue traveling w/ a rifle for a hunting trip, can a pistol be in the same large rifle case too? Wasn't clear in freq asked questions",,2015-02-19 08:08:47 -0800,New England ,Eastern Time (US & Canada) 568441576206286848,positive,0.6989,,,Delta,,kzone7,,0,@JetBlue THANKS!! Her 80th bday is Saturday. We're having an aviation themed surprise party for her.,,2015-02-19 08:06:47 -0800,"Long Island, NY",Eastern Time (US & Canada) 568440681531875328,negative,0.6966,Flight Booking Problems,0.3708,Delta,,KatieLeonick,,0,@JetBlue Hey guys! Your Flight Booking Problems system ran my first and middle names together at time of Flight Booking Problems. Is that going to be a #TSAnightmare ?,,2015-02-19 08:03:14 -0800,Chasing the dream,Eastern Time (US & Canada) 568440372206182400,negative,0.6471,Cancelled Flight,0.3345,Delta,,ZKatcher,,0,@JetBlue - He Cancelled Flightled a flight & was given 2 weeks to apply travel bank credit to another flight & credit was transferable,"[0.0, 0.0]",2015-02-19 08:02:00 -0800,"Washington, DC",Eastern Time (US & Canada) 568440180769746946,neutral,0.6774,,,Delta,,kzone7,,0,@JetBlue Thanks! I just sent a few DMs.,,2015-02-19 08:01:14 -0800,"Long Island, NY",Eastern Time (US & Canada) 568439661590396928,negative,1.0,Can't Tell,0.6729,Delta,,ZKatcher,,0,@JetBlue How is travel bank credit issued by your company fraud - I acquired credit from family friend Charles Kravitz - see his account,"[0.0, 0.0]",2015-02-19 07:59:11 -0800,"Washington, DC",Eastern Time (US & Canada) 568438528666959872,negative,1.0,Flight Booking Problems,0.3437,Delta,,Old_bauer,,0,talked to a @JetBlue manager and she offered we pay 3X's in cash what we originally paid #nothanks #jetblue #ripoff #flyunited,,2015-02-19 07:54:40 -0800,,Eastern Time (US & Canada) 568438162369822720,negative,0.6719,Flight Booking Problems,0.3781,Delta,,HisBoots,,0,.@JetBlue @ZKatcher 😂😂😂😂😂OMG. Bored & read through this convo.. Seems like JetBlue is on point.,,2015-02-19 07:53:13 -0800,Live Free or Die ,Eastern Time (US & Canada) 568437285605257216,negative,1.0,Cancelled Flight,0.6316,Delta,,Old_bauer,,0,@JetBlue Cancelled Flightling tickets for 3 best friends going on vacation and never told us #jetblue #fixthis #ripoff @ZKatcher @bretharold,,2015-02-19 07:49:44 -0800,,Eastern Time (US & Canada) 568437189694111744,negative,0.6513,Bad Flight,0.3288,Delta,,Tostie,,0,@JetBlue Apparently the pilot had made some announcement about engine trouble and losing fuel too quickly.,,2015-02-19 07:49:21 -0800,"Waltham, MA",Eastern Time (US & Canada) 568436943131951104,neutral,0.6923,,,Delta,,kzone7,,0,"@JetBlue For my Grandma Ella's 80th, she would love a birthday greeting from your flight crew! She was a stewardess for Eastern Airlines.",,2015-02-19 07:48:22 -0800,"Long Island, NY",Eastern Time (US & Canada) 568436613384155136,negative,1.0,Customer Service Issue,0.649,Delta,,Old_bauer,,1,@JetBlue trying to charge us $550 dollars cash for tickets we paid for months in advance #isthisreal #nevertoldus #jetblue #NeverAgain,,2015-02-19 07:47:04 -0800,,Eastern Time (US & Canada) 568435926503976960,negative,0.6801,Flight Booking Problems,0.3419,Delta,,wclsc59,,0,@JetBlue please get service started at @triflight and offer good routes lile florida upstate ny vegas etc,,2015-02-19 07:44:20 -0800,johnson city tn, 568435750485819392,negative,1.0,Cancelled Flight,0.6702,Delta,,Old_bauer,,0,"@JetBlue Cancelled Flightling flights, sending out tickets, then not telling the buyer... #jetblue how is that allowed?",,2015-02-19 07:43:38 -0800,,Eastern Time (US & Canada) 568435677190336512,negative,0.6201,Can't Tell,0.6201,Delta,,ZKatcher,,0,@JetBlue i am here - what is your resolution?,"[0.0, 0.0]",2015-02-19 07:43:21 -0800,"Washington, DC",Eastern Time (US & Canada) 568435364349808640,positive,1.0,,,Delta,,MJayRosenberg,,0,"@JetBlue Best airline name ever. Whenever I see it, I want to get on their plane to blue skies & sea. (And they DELIVER on that promise)",,2015-02-19 07:42:06 -0800,"Washington, D.C.",Eastern Time (US & Canada) 568434959226179585,positive,1.0,,,Delta,,EricaRhone,,0,@JetBlue is gettin fancy! #Mint #LieFlat Nice work on the menu @Saxonandparole #LobsterMac #BloodyMary #JetSetter http://t.co/zf5wjgtXzT,,2015-02-19 07:40:29 -0800,NYC,Eastern Time (US & Canada) 568434729684307970,negative,1.0,Flight Attendant Complaints,1.0,Delta,,eatplaylove1,,0,@JetBlue not making a great first impression on my first flight. 20 minutes before boarding and the gate agent still can't assign me a seat?,,2015-02-19 07:39:35 -0800,,Eastern Time (US & Canada) 568434307989159936,negative,0.6951,Late Flight,0.6951,Delta,,MikeH1123,,0,@JetBlue My Flight 1318 is delayed and I am connecting from Boston. Is it possible to switch me to Flight 118 so I can make my connection?,,2015-02-19 07:37:54 -0800,"Brooklyn, NY",America/Atikokan 568434301496381441,negative,1.0,Cancelled Flight,1.0,Delta,,Old_bauer,,0,@JetBlue loves Cancelled Flightling tickets and not telling their customers #flyunited,,2015-02-19 07:37:53 -0800,,Eastern Time (US & Canada) 568433716206436353,negative,1.0,Cancelled Flight,0.6347,Delta,,Old_bauer,,0,@JetBlue tickets were confirmed and sent out. find out today that they Cancelled Flightled our tickets months ago and never sent an email #jetblue,,2015-02-19 07:35:33 -0800,,Eastern Time (US & Canada) 568433301880479746,negative,1.0,Cancelled Flight,1.0,Delta,,Old_bauer,,0,@JetBlue would have been good to know months ago that you Cancelled Flightled our flights leaving tomorrow #telleveryone #jetblue #NeverAgain,,2015-02-19 07:33:54 -0800,,Eastern Time (US & Canada) 568433145437138944,negative,1.0,Customer Service Issue,1.0,Delta,,ZKatcher,,0,"@JetBlue rather than trying to resolve customer issues, only options offered were paying cash @ airport or write letter. #JustifyThisSupport","[0.0, 0.0]",2015-02-19 07:33:17 -0800,"Washington, DC",Eastern Time (US & Canada) 568433045805465600,negative,1.0,Flight Attendant Complaints,0.6854,Delta,,Schnitz85,,0,@JetBlue I'm on flight and no booze being served 30 min in... What gives? #lostrevenue #angryandsober #bachelorpartymishap,,2015-02-19 07:32:53 -0800,"New York, NY",Quito 568432677789011968,negative,1.0,Can't Tell,0.6659,Delta,,LisaTweetsa,,0,@JetBlue I've used you guys for 10 years but after this experience I will NEVER EVER use you again.,,2015-02-19 07:31:26 -0800,"New York, NY ",Quito 568432609866457088,negative,1.0,Cancelled Flight,1.0,Delta,,Old_bauer,,0,@JetBlue managers telling us to write a letter because we're upset about our tickets to leave tomorrow getting Cancelled Flightled without any notice,,2015-02-19 07:31:09 -0800,,Eastern Time (US & Canada) 568432405482229760,positive,1.0,,,Delta,,HenRoc_,,0,@JetBlue you guys are lucky I love you,,2015-02-19 07:30:21 -0800,Where the food at,Quito 568432328902610944,negative,1.0,Customer Service Issue,1.0,Delta,,LisaTweetsa,,0,@JetBlue Maybe stop telling people the wrong info on your customer service calls.,,2015-02-19 07:30:02 -0800,"New York, NY ",Quito 568431356037996545,negative,1.0,Customer Service Issue,1.0,Delta,,LisaTweetsa,,0,"@JetBlue customer service was so bad updating my points, once I use my next points, I won't be flying you. Point system is almost a sham.",,2015-02-19 07:26:10 -0800,"New York, NY ",Quito 568431120032915457,negative,1.0,Customer Service Issue,0.6802,Delta,,Old_bauer,,0,@JetBlue ruining vacations left and right. Who would have thought an airline can Cancelled Flight tickets without telling the buyer,,2015-02-19 07:25:14 -0800,,Eastern Time (US & Canada) 568430874049581058,negative,1.0,Cancelled Flight,0.6966,Delta,,Old_bauer,,0,@JetBlue better find a way to get me to Puerto Rico tomorrow morning besides charging us three times in cash what we originally paid,,2015-02-19 07:24:15 -0800,,Eastern Time (US & Canada) 568430681367453696,negative,1.0,Customer Service Issue,1.0,Delta,,ZKatcher,,0,@JetBlue I spent over an hour of my morning on hold w/ your customer support. I want my confirmed flight to be taken care of,,2015-02-19 07:23:30 -0800,"Washington, DC",Eastern Time (US & Canada) 568430087298801666,negative,1.0,Customer Service Issue,0.6559999999999999,Delta,,Old_bauer,,0,@JetBlue @ZKatcher @bretharold does it look like to we talked to customer service? http://t.co/vYUAnh4Iqr,,2015-02-19 07:21:08 -0800,,Eastern Time (US & Canada) 568429798604857344,negative,0.7112,Late Flight,0.3609,Delta,,ZKatcher,,0,"@JetBlue claims w/ customer protection they ""will notify customers of delays, Cancelled Flightlations and diversions."" #NotTRUE http://t.co/3oq1T4ohjl","[0.0, 0.0]",2015-02-19 07:19:59 -0800,"Washington, DC",Eastern Time (US & Canada) 568427942382071810,negative,0.6990000000000001,Flight Booking Problems,0.6990000000000001,Delta,,Old_bauer,,0,"@JetBlue if there is a ""processing error"" the why do you send out full flight tickets and confirmations? #FlySouthwest",,2015-02-19 07:12:37 -0800,,Eastern Time (US & Canada) 568427870055305216,positive,1.0,,,Delta,,AliBessette,,0,@JetBlue thank you will do!! You guy are awesome!,,2015-02-19 07:12:19 -0800,,Quito 568427853265571840,positive,0.7007,,,Delta,,amybruni,,0,"@JetBlue no, but we're on the flight leaving from Boston to Seattle right now. :) flight 597",,2015-02-19 07:12:15 -0800,Massachusetts,Pacific Time (US & Canada) 568426494554480640,positive,1.0,,,Delta,,Kamari102,,0,@JetBlue definitely!,,2015-02-19 07:06:51 -0800,"Long Island, NY",Eastern Time (US & Canada) 568426489055719425,negative,1.0,Customer Service Issue,0.6916,Delta,,ZKatcher,,1,@JetBlue tells me $130 paid & confirmed flight will now cost me $566.80 CASH ONLY @ airport 22 hours before my flight #RIPOFF #NoSupport,"[0.0, 0.0]",2015-02-19 07:06:50 -0800,"Washington, DC",Eastern Time (US & Canada) 568425693828132864,positive,1.0,,,Delta,,AliBessette,,0,@JetBlue okay awesome! Thank you!,,2015-02-19 07:03:40 -0800,,Quito 568425272304934912,negative,1.0,Cancelled Flight,0.6676,Delta,,ZKatcher,,1,"@JetBlue = WORST. Booked in Oct. w/ email confirm & NEVER INFORMED Cancelled Flightlation. Instructed ""to mail written letter"" http://t.co/c7Kzbvf8h8","[0.0, 0.0]",2015-02-19 07:02:00 -0800,"Washington, DC",Eastern Time (US & Canada) 568424902287446016,negative,1.0,Flight Attendant Complaints,0.6531,Delta,,yippersNY,,0,"@JetBlue No, he didn't have more info. I was more infuriated by the way previous rep treated me. how she can possibly work as a JetBlue rep?",,2015-02-19 07:00:32 -0800,, 568424725929701376,positive,1.0,,,Delta,,Kamari102,,0,@JetBlue I was so excited when I saw that you fly there! #ionlyflyblue,,2015-02-19 06:59:50 -0800,"Long Island, NY",Eastern Time (US & Canada) 568424704597467137,positive,0.6465,,,Delta,,margarrati,,0,@JetBlue TA off site at #thelodge. Should be a fun day. @YeniettElswood @AndrewBiga @CodyCleverly @HeidiMacey @motherpollock,,2015-02-19 06:59:45 -0800,"Salt Lake City, Utah", 568423886762569728,positive,0.6727,,0.0,Delta,,AliBessette,,0,@JetBlue just mine sadly.. But yea the fly fi is awesome,,2015-02-19 06:56:30 -0800,,Quito 568423284401836032,negative,1.0,Customer Service Issue,1.0,Delta,,yippersNY,,0,@JetBlue she hung up before I can get name. She took no accountability for keeping me on hold +20min. Next rep was not able to track name,,2015-02-19 06:54:06 -0800,, 568423278555086848,positive,1.0,,,Delta,,DMakesCakes,,0,@JetBlue thank you!!,,2015-02-19 06:54:05 -0800,"Queens, NY", 568422658494185472,negative,0.6702,Can't Tell,0.6702,Delta,,AliBessette,,0,@JetBlue the free wifi makes up for the television not working... It's staticy #ithelpsabit,,2015-02-19 06:51:37 -0800,,Quito 568420497563598848,negative,1.0,Customer Service Issue,1.0,Delta,,yippersNY,,0,@JetBlue I have been on phone with rep for over 30 min and was transferred after asking not to be. She was the worse rep I ever had,,2015-02-19 06:43:02 -0800,, 568419991030087681,positive,0.6596,,,Delta,,DMakesCakes,,0,@JetBlue ready to go to Disneyworld! For the @runDisney #PrincessHalf http://t.co/sTQY9V8256,,2015-02-19 06:41:01 -0800,"Queens, NY", 568417260668379136,negative,1.0,Customer Service Issue,1.0,Delta,,alanbestnyc,,0,@JetBlue How is it possible the only way to contact your fraud department is mailing a physical letter? No telephone? No email? REALLY??,,2015-02-19 06:30:10 -0800,,Quito 568416873211015168,neutral,0.6739,,,Delta,,GerryBorrego,,0,@JetBlue Brazil to volunteer teaching english & spanish to Poor children so they have a skills to improve their chances of a better life.,"[0.0, 0.0]",2015-02-19 06:28:37 -0800,"Austin, Texas",Central Time (US & Canada) 568416305101070336,negative,1.0,Late Flight,1.0,Delta,,kbosspotter,,0,@JetBlue is flight 51 on 4/24/15 moved back? When I booked it said we arrive 11:31 but now it says 12:08 😢,,2015-02-19 06:26:22 -0800,Logan International Airport,Atlantic Time (Canada) 568413198518329344,positive,0.6815,,,Delta,,GraceLavigne,,0,@JetBlue Thank you for the JetBlue Credit. Nice save :-),,2015-02-19 06:14:01 -0800,,Eastern Time (US & Canada) 568412747324485632,neutral,0.6645,,,Delta,,klorbe,,0,@JetBlue I would go back to Aruba. I flew out of JFK. #bestplanesever #bestflightever,,2015-02-19 06:12:14 -0800,, 568411980542775296,positive,1.0,,,Delta,,AirlineAdviser,,0,@JetBlue #Bluemanity @AirlineAdviser loves this. Have a great time flying this,,2015-02-19 06:09:11 -0800,, 568403649753448448,negative,1.0,Can't Tell,0.6154,Delta,,freeportblue76,,0,@JetBlue case making jackass out me we not allowed do favor say?get right care less!me no out of vacation now true see!am!peter scott,,2015-02-19 05:36:05 -0800,, 568401416982806528,neutral,1.0,,,Delta,,sherryvolpic,,0,@JetBlue I would go to Dallas to see my grand baby that I miss so much. I feel like a piece of my heart is there.,,2015-02-19 05:27:12 -0800,"Easton, pa",Quito 568400398748266496,negative,1.0,Customer Service Issue,0.6974,Delta,,akhanIO,,0,@JetBlue False - agent let us do an extra leg room upgrade for $ but not upgrade to mint. Poor business practices. #badcustomerservice,,2015-02-19 05:23:10 -0800,,Pacific Time (US & Canada) 568400096586395649,negative,1.0,Customer Service Issue,0.6782,Delta,,KatLaur12,,0,@JetBlue tried them not helpful. Really dissatisfied with Flight Booking Problems my whole trip with jet blue this time around besides the flights.,"[33.81346953, -117.91426571]",2015-02-19 05:21:58 -0800,Boston,Pacific Time (US & Canada) 568397325820956672,positive,1.0,,,Delta,,sbgblee,,0,"@JetBlue yes, with about 20 minutes to spare. FYI - your employees are amazing. Keep up the good work!",,2015-02-19 05:10:57 -0800,, 568395094232932352,negative,1.0,Flight Booking Problems,1.0,Delta,,akhanIO,,0,@jetblue rqstd upgrade to mint at LAX and was told no because i used points! Why turn down $1600 bcz I used points? #trueblue,,2015-02-19 05:02:05 -0800,,Pacific Time (US & Canada) 568394474243665920,neutral,1.0,,,Delta,,beccimiller,,0,@JetBlue when are you going to get wifi on your planes?,,2015-02-19 04:59:37 -0800,"Marblehead, MA", 568394078817267712,positive,1.0,,,Delta,,MaybeTonight,,0,@JetBlue OH YEAH!!! great flight down to Mexico with a wonderful crew!! Thank you!!,,2015-02-19 04:58:03 -0800,Bay Shore NY,Eastern Time (US & Canada) 568393752596717568,neutral,0.6698,,0.0,Delta,,KatLaur12,,0,@JetBlue how can we get help with a hotel we booked with you and are having issues with.,"[33.81391813, -117.92216895]",2015-02-19 04:56:45 -0800,Boston,Pacific Time (US & Canada) 568391878871285760,negative,0.6765,Can't Tell,0.3634,Delta,,lbyav,,0,@jetblue trading customer experience for short term $$. So sad for this (previous?) loyal customer. https://t.co/dFmvmiBH4x,,2015-02-19 04:49:18 -0800,"29 Sawyer Rd., Waltham, MA",Eastern Time (US & Canada) 568387402810728448,neutral,1.0,,,Delta,,juntocaustic,,0,@JetBlue hi. Just DM'd info,,2015-02-19 04:31:31 -0800,,Atlantic Time (Canada) 568387362239205376,negative,1.0,Bad Flight,0.6804,Delta,,Lane_,,0,@JetBlue flight 577 fll to sfo. No speed line even though I paid for it. No coffee on flight. and my non stop now has an unscheduled stop,,2015-02-19 04:31:21 -0800,South Florida,Eastern Time (US & Canada) 568385676737167360,positive,1.0,,,Delta,,alikim22,,0,@JetBlue Thanks!,,2015-02-19 04:24:40 -0800,,Eastern Time (US & Canada) 568382780251480064,neutral,0.6639,,0.0,Delta,,alikim22,,0,@JetBlue any concern about Cancelled Flightled flights due to the cold weather in NJ Saturday am? Do you Cancelled Flight at 0 degrees?,,2015-02-19 04:13:09 -0800,,Eastern Time (US & Canada) 568380876855353344,negative,1.0,Customer Service Issue,1.0,Delta,,juntocaustic,,0,@JetBlue Why wasn't a $15 service credit voucher I received for tv not working accepted on my next flight for a pillow?,,2015-02-19 04:05:35 -0800,,Atlantic Time (Canada) 568380749495164929,neutral,1.0,,,Delta,,JetBlueNews,,0,"@JetBlue Gains Altitude, But SkyWest Hits Turbulence JBLU SKYW - Investor's Business Daily http://t.co/P2HUM7lXUR",,2015-02-19 04:05:05 -0800,USA,Sydney 568379591569629185,positive,0.6701,,,Delta,,s_tpplsay2fa,,0,@JetBlue good morning sunshine! #TailfinThursday http://t.co/Nc0ES6e4Lf,,2015-02-19 04:00:29 -0800,the friendly skies,America/New_York 568378598043852800,positive,0.6539,,,Delta,,philpete,,0,@JetBlue where's my selfie?,,2015-02-19 03:56:32 -0800,London,London 568365652597014528,negative,0.3573,Can't Tell,0.3573,Delta,,JetBlueNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - @TheVDT http://t.co/h6cE3mWCqj,,2015-02-19 03:05:05 -0800,USA,Sydney 568335451741749248,positive,0.6465,,,Delta,,JetBlueNews,,0,@JetBlue Airways Reveals 'Bluemanity' Livery - TravelPulse http://t.co/fTTfyFMvCO,,2015-02-19 01:05:05 -0800,USA,Sydney 568290152151269377,neutral,0.7102,,,Delta,,JetBlueNews,,0,@JetBlue unveils new 'Bluemanity' livery - USA TODAY http://t.co/ueGgKN79zA,,2015-02-18 22:05:05 -0800,USA,Sydney 568282853240209408,neutral,0.6633,,,Delta,,JetBlueNews,,0,@JetBlue Marks 15th Year With 'Bluemanity' Plane Design - http://t.co/E5NaxBUe4s http://t.co/KlxivnbCYh,,2015-02-18 21:36:05 -0800,USA,Sydney 568279415370735618,positive,1.0,,,Delta,,ft_tyman,,0,@JetBlue haha thanks Jetblue👌☺️,,2015-02-18 21:22:25 -0800,NBMA,Eastern Time (US & Canada) 568278516309090304,neutral,0.6804,,,Delta,,ft_tyman,,0,@JetBlue could I get a free flight to Vegas since it's my bday😏☺️,,2015-02-18 21:18:51 -0800,NBMA,Eastern Time (US & Canada) 568273152456810496,neutral,0.6962,,0.0,Delta,,aclaessen,,0,"@JetBlue im flying with you from mi-boston and then icelandair to iceland, 8 hours between. can we check our bags all the way?",,2015-02-18 20:57:32 -0800,Hollywood,Pacific Time (US & Canada) 568270768989081600,positive,1.0,,,Delta,,NickTypesWords,,8,I know you have a lot of baggage... But i want you to know i really enjoyed being inside you. @JetBlue #Jetbae,,2015-02-18 20:48:03 -0800,Inquiries: CAA • Miller PR , 568269372151734273,negative,1.0,Flight Attendant Complaints,0.6943,Delta,,heyheyman,,0,@JetBlue Every crew member I dealt with in Orlando was incredibly rude. I'm actually pretty disgusted with JetBlue right now.,,2015-02-18 20:42:30 -0800,"Boston, MA",Eastern Time (US & Canada) 568260165759307776,positive,1.0,,,Delta,,RachelLCoppola,,0,@JetBlue Thank you so much! I wasn't sure since in know the limit is 4 ozs. Excited to fly with JetBlue!,,2015-02-18 20:05:55 -0800,LA & Boston,Eastern Time (US & Canada) 568256684642213888,negative,1.0,Bad Flight,0.3534,Delta,,TJBlazer,,0,@JetBlue is it your standard protocol to call security onto a plane for a crying baby?,,2015-02-18 19:52:05 -0800,"gulf coast, FL",Eastern Time (US & Canada) 568255102567518208,negative,1.0,Customer Service Issue,0.6762,Delta,,heyheyman,,0,@JetBlue Finally starting to come out. 40 minutes and no communication is not acceptable. Letting me down today.,,2015-02-18 19:45:48 -0800,"Boston, MA",Eastern Time (US & Canada) 568254137676242945,negative,0.6579,Customer Service Issue,0.3451,Delta,,heyheyman,,0,@JetBlue Found someone to ask. No answers. Landed almost 40 minutes ago.,,2015-02-18 19:41:58 -0800,"Boston, MA",Eastern Time (US & Canada) 568253469129187328,positive,0.6544,,,Delta,,NickTypesWords,,6,"Hey @JetBlue, that's a sexy tattoo you got there on your left engine. #Jetbae http://t.co/Ox4w6KtsGI",,2015-02-18 19:39:19 -0800,Inquiries: CAA • Miller PR , 568253266456395776,negative,0.6522,Lost Luggage,0.6522,Delta,,heyheyman,,0,@JetBlue Flight 1951. Bags haven't come and we landed 30 minutes ago.,,2015-02-18 19:38:31 -0800,"Boston, MA",Eastern Time (US & Canada) 568251373189349376,positive,1.0,,,Delta,,MissPeache,,0,@JetBlue thanks to O StBernard for taking time to read through page to find info as supervisor felt to insist tho I showed previous comm,,2015-02-18 19:30:59 -0800,On the road to paradise,Eastern Time (US & Canada) 568250993776803840,negative,1.0,Flight Attendant Complaints,0.6599,Delta,,MissPeache,,0,@JetBlue Gnight checked in at POS & supervisor was unaware of policy. That sucked having to guide him to the internet. He was v unfriendly,,2015-02-18 19:29:29 -0800,On the road to paradise,Eastern Time (US & Canada) 568246340246999041,positive,1.0,,,Delta,,carleycalla,,1,@JetBlue Jua at JFK 'Just Ask' desk was incredibly helpful! Thanks!,,2015-02-18 19:10:59 -0800,"Boston, Massachusetts",Mountain Time (US & Canada) 568244687477161984,negative,1.0,Late Flight,1.0,Delta,,zbarry1015,,0,"@JetBlue 2 hour delay while sitting on the plane and you still wanna charge me for beer? Nah, I'm good.",,2015-02-18 19:04:25 -0800,"Boston, MA",Eastern Time (US & Canada) 568244401308184576,neutral,1.0,,,Delta,,CathleenBystrak,,0,@JetBlue Can you tell me which days you fly direct BUF - FLL and FLL - BUF?,,2015-02-18 19:03:17 -0800,Great Lakes, 568244170848137217,negative,1.0,Customer Service Issue,1.0,Delta,,JustRhinoceros,,0,"@JetBlue your customer services agent Jorge at Orlando International is rude and disrespectful, I never want to deal with your bullshit ever",,2015-02-18 19:02:22 -0800,Saint Leo ,Eastern Time (US & Canada) 568244071770296320,neutral,0.6742,,0.0,Delta,,xcuteafi,,0,@JetBlue I cri,,2015-02-18 19:01:58 -0800,im 5sos af :))),Eastern Time (US & Canada) 568243600196296704,positive,0.6533,,,Delta,,xcuteafi,,0,@JetBlue #ClosePWCS please just tweet this🙏🙏❤️ I fly jetblue every time btw😏,,2015-02-18 19:00:06 -0800,im 5sos af :))),Eastern Time (US & Canada) 568243175074242560,neutral,0.6793,,,Delta,,xcuteafi,,0,@JetBlue Can you do me a huge favor?!🙏❤️,,2015-02-18 18:58:25 -0800,im 5sos af :))),Eastern Time (US & Canada) 568242480518434816,neutral,0.6629999999999999,,,Delta,,xcuteafi,,0,@JetBlue are you my friend?!,,2015-02-18 18:55:39 -0800,im 5sos af :))),Eastern Time (US & Canada) 568241499831287808,negative,0.6739,Late Flight,0.3804,Delta,,Tostie,,0,"@JetBlue If it was simply a minor mechanical, why would they say that?",,2015-02-18 18:51:45 -0800,"Waltham, MA",Eastern Time (US & Canada) 568241460279181312,negative,0.684,Can't Tell,0.684,Delta,,bradingalls,,0,@JetBlue can you tweet #closepwcs to get the word out?😢,,2015-02-18 18:51:36 -0800,, 568241382776635392,negative,0.6782,Flight Attendant Complaints,0.3563,Delta,,Tostie,,0,"@JetBlue My mother had overheard a personnel ask the attendant if ""the passengers really knew what was going on"" and the attendant said no.",,2015-02-18 18:51:17 -0800,"Waltham, MA",Eastern Time (US & Canada) 568241156347305984,positive,0.6999,,,Delta,,itzryyo,,0,"@JetBlue btw, her name was Samantha and she won over everyone on the flight","[0.0, 0.0]",2015-02-18 18:50:23 -0800,,Eastern Time (US & Canada) 568240338164252672,negative,1.0,Bad Flight,0.6523,Delta,,Tostie,,0,@JetBlue What happened w/#19 from BOS-SAN? My mother is onboard & the crew was evasive as to why they had to return to BOS the first time.,,2015-02-18 18:47:08 -0800,"Waltham, MA",Eastern Time (US & Canada) 568240100934426624,neutral,1.0,,,Delta,,KyleComer_,,5,“@JetBlue: @KyleComer_ JetBlue reLate Flightd this time? ;)” no... But why won't school be Cancelled Flighted? it's very cold out,,2015-02-18 18:46:12 -0800,virginia,Atlantic Time (Canada) 568240048384151554,positive,1.0,,,Delta,,BellaBriscoe,,0,@JetBlue I will! Thank you!,"[40.64610291, -73.78666687]",2015-02-18 18:45:59 -0800,, 568239330168315905,negative,0.6339,Late Flight,0.6339,Delta,,JustRhinoceros,,0,@JetBlue it says it is now 9:58 you owe me,,2015-02-18 18:43:08 -0800,Saint Leo ,Eastern Time (US & Canada) 568239189055176704,negative,1.0,Late Flight,0.6544,Delta,,JustRhinoceros,,0,@JetBlue I want you to pay for my parking fee at Orlando airport because your app told me my moms flight landed at 9:19 and it lied,,2015-02-18 18:42:34 -0800,Saint Leo ,Eastern Time (US & Canada) 568237879337422848,positive,0.6857,,,Delta,,amourEspinosa,,0,@JetBlue u cool,,2015-02-18 18:37:22 -0800,,Atlantic Time (Canada) 568232942612447232,positive,1.0,,,Delta,,CapeMcMoose,,0,@JetBlue Amazingly Awesome customer service from your reservation agents tonight. Helping correct a mistake. I so love this airline. :),,2015-02-18 18:17:45 -0800,,Arizona 568231725970505728,positive,0.7077,,,Delta,,mvfilmfestival,,0,"@JetBlue The 13th Annual Martha's Vineyard African American Film Festival August 10-15, 2015 Our attendees deserve a great flight to MV??",,2015-02-18 18:12:55 -0800,New York,Eastern Time (US & Canada) 568228052485812225,neutral,0.6841,,0.0,Delta,,monia,,0,@JetBlue is yr site having trouble for mobile check in ?,,2015-02-18 17:58:19 -0800,san francisco CA,Pacific Time (US & Canada) 568221088750161920,negative,1.0,Late Flight,1.0,Delta,,rabbilaufer,,0,@JetBlue They told us 10 minutes almost 40 minutes ago.,,2015-02-18 17:30:39 -0800,,Eastern Time (US & Canada) 568220169803325440,negative,1.0,Late Flight,0.6947,Delta,,rabbilaufer,,0,"@JetBlue 1472, FLL to LGA. This is getting old. 4th @JetBlue flight in 2.5 weeks, 4th significant delay.",,2015-02-18 17:27:00 -0800,,Eastern Time (US & Canada) 568220131819720705,negative,1.0,Damaged Luggage,0.6773,Delta,,edgarsantana,,0,@JetBlue I just submitted feedback for you @gripeo. Not a good way 2 handle baggage or customers: http://t.co/F6COpX1Fvj,,2015-02-18 17:26:51 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 568219452929662976,positive,0.6634,,,Delta,,msitver,,0,@JetBlue @T5Sparrow Love it. They're cute,"[0.0, 0.0]",2015-02-18 17:24:09 -0800,"New York, New York",Eastern Time (US & Canada) 568218559278661632,neutral,0.6701,,0.0,Delta,,msitver,,0,@JetBlue There's a large family of birds inside T5. Are they fed? Are they there for a purpose?,"[0.0, 0.0]",2015-02-18 17:20:36 -0800,"New York, New York",Eastern Time (US & Canada) 568218462281183232,neutral,0.6667,,,Delta,,Bill_Faulk,,0,@JetBlue sure thing!,,2015-02-18 17:20:13 -0800,#ManorvilleInExile,Eastern Time (US & Canada) 568216861550239744,neutral,0.6317,,0.0,Delta,,Bill_Faulk,,0,@JetBlue works with Google #chrome but not Internet Explorer.,,2015-02-18 17:13:51 -0800,#ManorvilleInExile,Eastern Time (US & Canada) 568216703055876096,negative,1.0,Late Flight,1.0,Delta,,JunkyardFiegs,,0,"@JetBlue I was believing you for a minute, but we just got delayed for a 3rd time!","[40.64527675, -73.7761654]",2015-02-18 17:13:13 -0800,,Central Time (US & Canada) 568215628890411009,neutral,1.0,,,Delta,,nngoc92,,0,"@JetBlue If there's a schedule change on my tix, can you change the the destination airport to a sister airport (like EWR and JFK)?",,2015-02-18 17:08:57 -0800,02861,Eastern Time (US & Canada) 568215093596573696,negative,0.6419,Late Flight,0.6419,Delta,,msitver,,0,@Jetblue Delay = Perfect time to learn Swift programming with @TeamTreehouse,"[0.0, 0.0]",2015-02-18 17:06:49 -0800,"New York, New York",Eastern Time (US & Canada) 568214651336396801,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Statement on #Lufthansa Incentive Offer - Digital Journal http://t.co/GqP69g9ZGW,,2015-02-18 17:05:04 -0800,USA,Sydney 568214398474432512,positive,1.0,,,Delta,,RogerSaintange,,0,@JetBlue the best airline in the world,,2015-02-18 17:04:04 -0800,,Pacific Time (US & Canada) 568214147025870848,positive,1.0,,,Delta,,RogerSaintange,,0,@JetBlue I would go anywhere JetBlue goes.,,2015-02-18 17:03:04 -0800,,Pacific Time (US & Canada) 568214091229224960,neutral,0.6805,,,Delta,,hill43,,0,@JetBlue ANYWHERE!! http://t.co/FeFHPmFPlE,,2015-02-18 17:02:50 -0800,Evanston Illinois, 568213769098108928,positive,1.0,,,Delta,,RogerSaintange,,0,@JetBlue wow you guys answer people wow you care I love jet blue,,2015-02-18 17:01:34 -0800,,Pacific Time (US & Canada) 568213658117005314,positive,1.0,,,Delta,,Bill_Faulk,,0,@JetBlue thanks. I appreciate your prompt response.,,2015-02-18 17:01:07 -0800,#ManorvilleInExile,Eastern Time (US & Canada) 568212538778906624,negative,0.6598,Customer Service Issue,0.3711,Delta,,Bill_Faulk,,0,"@JetBlue I put it my ""to"" and ""from"" airports, click update and it tells me to put in my ""to"" and ""from"" airports.",,2015-02-18 16:56:40 -0800,#ManorvilleInExile,Eastern Time (US & Canada) 568211991757770752,negative,0.6522,Flight Booking Problems,0.6522,Delta,,Bill_Faulk,,0,"@JetBlue Why doesn't your ""Best Fare Finder"" work?",,2015-02-18 16:54:30 -0800,#ManorvilleInExile,Eastern Time (US & Canada) 568210310663835648,neutral,0.6721,,,Delta,,mr_deals805,,0,@JetBlue To DC this summer and help local youth get ready to return to school with math refresher courses. #FlyItForward,,2015-02-18 16:47:49 -0800,,Arizona 568210186755813376,positive,0.6332,,0.0,Delta,,pir2h,,0,@JetBlue good luck. Thanks.,,2015-02-18 16:47:20 -0800,, 568209287517835265,positive,0.6661,,,Delta,,NickTypesWords,,4,"It really is nice, though. The snack fridge…that you can just get up and take stuff out, like a dorm common room, is genius. @JetBlue",,2015-02-18 16:43:45 -0800,Inquiries: CAA • Miller PR , 568209150410248192,neutral,1.0,,,Delta,,NickTypesWords,,1,"Currently on @JetBlue, my new robotic love-doll. Reminded heavily of @pattonoswalt's bit about them-hence an excuse to say ""huxleyesque.""",,2015-02-18 16:43:12 -0800,Inquiries: CAA • Miller PR , 568208831030943744,negative,1.0,Late Flight,1.0,Delta,,pir2h,,0,@JetBlue third JetBlue flight in less than a week. All Late Flight not for weather. Reliability going downhill.,,2015-02-18 16:41:56 -0800,, 568208666035417088,neutral,1.0,,,Delta,,RachelLCoppola,,0,@JetBlue I have many allergies and want to know if I can bring an 8oz. bottle of Benadryl on the flight along with my 2 epipens?,,2015-02-18 16:41:17 -0800,LA & Boston,Eastern Time (US & Canada) 568207527067783168,negative,0.6831,Can't Tell,0.6831,Delta,,JunkyardFiegs,,0,@JetBlue This is how you have me feeling.... http://t.co/esUu0hiAjM,,2015-02-18 16:36:45 -0800,,Central Time (US & Canada) 568207228412542976,negative,1.0,Late Flight,1.0,Delta,,pir2h,,0,@JetBlue why is the buffalo flight so Late Flight?,,2015-02-18 16:35:34 -0800,, 568207206023360512,neutral,1.0,,,Delta,,jadidheart,,0,@JetBlue anywhere... away from this snow globe to warmth sand and palm trees..,,2015-02-18 16:35:29 -0800,, 568206634758983681,negative,1.0,Can't Tell,1.0,Delta,,Alealmrivas,,0,@JetBlue u suck Big Donkey Balls!,,2015-02-18 16:33:13 -0800,Dominican Republic,Mountain Time (US & Canada) 568206455251144704,neutral,1.0,,,Delta,,NewmanssOwn,,0,@JetBlue any good deals for March?! Looking to fly to Orlando!,,2015-02-18 16:32:30 -0800,,Pacific Time (US & Canada) 568205359208230912,positive,0.7052,,,Delta,,JunkyardFiegs,,0,"@JetBlue if I tell you I like that @warriors pick, will that get me that bump to first class? :)",,2015-02-18 16:28:09 -0800,,Central Time (US & Canada) 568205181990637568,neutral,1.0,,,Delta,,josiewarrior,,0,@JetBlue #jetblue #sofly #wish #firststari seetonight http://t.co/pyJAoayNx6,,2015-02-18 16:27:26 -0800,, 568204705861652480,negative,0.6766,Late Flight,0.6766,Delta,,pir2h,,0,@jetblue waiting for flt 105 to Chicago. Why hasn't aircraft left buffalo yet?,"[40.64527481, -73.77615604]",2015-02-18 16:25:33 -0800,, 568204616594165760,negative,1.0,Can't Tell,1.0,Delta,,BeautifulLifePD,,0,@JetBlue I don't think I'll be testing those waters out on my own dime again.,"[40.51809311, -74.48552378]",2015-02-18 16:25:11 -0800,"Austin, TX",Quito 568203709802532864,negative,1.0,Late Flight,1.0,Delta,,JunkyardFiegs,,0,@JetBlue C'mon now. My flight's delayed annnnnd you can't give me a pick?!? I'm about to tweet at @united or @Delta .......,,2015-02-18 16:21:35 -0800,,Central Time (US & Canada) 568203438099529728,negative,0.6641,Can't Tell,0.6641,Delta,,heyheyman,,0,@JetBlue Flight is 100% full.,,2015-02-18 16:20:31 -0800,"Boston, MA",Eastern Time (US & Canada) 568203327965696002,neutral,1.0,,,Delta,,luxtrvlwrks,,0,@JetBlue client is asking if kids need their own email addresses to get TB acct. Is this true?,,2015-02-18 16:20:04 -0800,"Southborough, Massachusetts",Eastern Time (US & Canada) 568203124760055808,negative,0.6598,Lost Luggage,0.3508,Delta,,Ginzan77,,0,@JetBlue Walked down the hall to Carousel 8...found all bags sitting there. Still no words from crew...signage still not updated,,2015-02-18 16:19:16 -0800,Northern Virginia,Eastern Time (US & Canada) 568202590032236544,negative,1.0,Bad Flight,0.66,Delta,,heyheyman,,0,@JetBlue Headphone jack not working on my flight.,,2015-02-18 16:17:08 -0800,"Boston, MA",Eastern Time (US & Canada) 568202482746335232,neutral,1.0,,,Delta,,JunkyardFiegs,,0,"@JetBlue It's absolute madness in the west, but tell me who you like between @memgrizz @warriors @spurs and @okcthunder",,2015-02-18 16:16:43 -0800,,Central Time (US & Canada) 568202287216234496,negative,1.0,Customer Service Issue,0.3741,Delta,,Ginzan77,,0,@JetBlue Tried...considerable confusion...no announcement...no sign updates,,2015-02-18 16:15:56 -0800,Northern Virginia,Eastern Time (US & Canada) 568201002731622400,negative,1.0,Lost Luggage,1.0,Delta,,Ginzan77,,0,@JetBlue #JetBlueBOS What's up with luggage for Flt 790 DCA-BOS? Pax waiting for 30 min for bags...no show. Carousel 6 signs not updating.,,2015-02-18 16:10:50 -0800,Northern Virginia,Eastern Time (US & Canada) 568200934507057152,neutral,0.6676,,,Delta,,JunkyardFiegs,,0,"@JetBlue Thx for the pointer, but Im good with the big monitor. Any advice on who I should pick to come our of the Western Conf (NBA)?",,2015-02-18 16:10:34 -0800,,Central Time (US & Canada) 568199579201605632,negative,0.6345,Damaged Luggage,0.3308,Delta,,edgarsantana,,0,@JetBlue I had 2 fight 2 get a credit for the value of my bag but I got it. #skytrax #jetblue #corpgreed #nevertakeno http://t.co/6MBVJFlpBM,,2015-02-18 16:05:10 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 568199550084591616,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Airways Corporation (JBLU) loses -0.06% on news that @JetBlue Airways ... - WallStreet Scope http://t.co/oFW4A8b5WS,,2015-02-18 16:05:04 -0800,USA,Sydney 568199101981937665,negative,1.0,Flight Attendant Complaints,0.6859999999999999,Delta,,BeautifulLifePD,,0,@JetBlue They did not have any & asked if I wanted tea. How do you have tea&not coffee? I'm a gold on United & coffee I nvr think 2x about,"[40.51806327, -74.48518231]",2015-02-18 16:03:17 -0800,"Austin, TX",Quito 568198666613338112,negative,1.0,Late Flight,1.0,Delta,,amirieb,,0,@JetBlue : ur Wed BWI-BOSTON flights (8pm) really need to be better scheduled! They are almost always delayed!,,2015-02-18 16:01:33 -0800,"College Park, MD",Eastern Time (US & Canada) 568198336651649027,positive,1.0,,,Delta,,GenuineJack,,0,@JetBlue I'll pass along the advice. You guys rock!!,,2015-02-18 16:00:14 -0800,Massachusetts,Central Time (US & Canada) 568198057155641344,negative,1.0,Flight Booking Problems,0.3868,Delta,,GavinRamblesOn,,0,@JetBlue I'd fly to an airline who actually gave a crap about its fliers outside of generic apologies. Jet Blue is terrible #jetblue,,2015-02-18 15:59:08 -0800,"Denver, CO/NYC",Mountain Time (US & Canada) 568197789655515136,neutral,1.0,,,Delta,,BeautifulLifePD,,0,@JetBlue 6am Austin to JFK,"[40.51270596, -74.48509319]",2015-02-18 15:58:04 -0800,"Austin, TX",Quito 568196466503770112,negative,1.0,Late Flight,1.0,Delta,,JunkyardFiegs,,0,@JetBlue the big board says we aren't leaving until after 8:30 😩,"[40.64518126, -73.77582926]",2015-02-18 15:52:48 -0800,,Central Time (US & Canada) 568196150718824448,neutral,0.6809,,,Delta,,GenuineJack,,0,@JetBlue he's sch for 530 tmw on AA. would love to find him an earlier one with yall if possible. He's in FLL,,2015-02-18 15:51:33 -0800,Massachusetts,Central Time (US & Canada) 568196117147463680,negative,1.0,Can't Tell,0.6501,Delta,,BeautifulLifePD,,0,@JetBlue while I appreciate that you actually responded I travel way too much for you to tell me coffee is not a basic option,"[40.51794328, -74.48516831]",2015-02-18 15:51:25 -0800,"Austin, TX",Quito 568195569350549504,negative,1.0,Customer Service Issue,0.3588,Delta,,GenuineJack,,0,"@JetBlue, my dads vacation to SXM got delayed a day because of @AmericanAir shoddy service. Earliest FLL > SXM flight? trying to hep him out",,2015-02-18 15:49:14 -0800,Massachusetts,Central Time (US & Canada) 568193698284118016,negative,1.0,Customer Service Issue,1.0,Delta,,djh11375,,0,@JetBlue I did not report the updated info - don't know how to reach them without a super long wait on hold at your main number.,,2015-02-18 15:41:48 -0800,"Forest Hills, NY",Eastern Time (US & Canada) 568192942088843264,positive,1.0,,,Delta,,TheTechRabbi,,0,"@JetBlue I can't say what airline I am on right now, but I sincerely miss you. #bestairline",,2015-02-18 15:38:48 -0800,Los Angeles,Pacific Time (US & Canada) 568192660923666433,negative,0.6522,Late Flight,0.3579,Delta,,JunkyardFiegs,,0,@JetBlue Whoa! No tag and you still saw my tweet. Flight 105 JFK to Chicago. Trying to get home to see my little brother wrestle!,"[40.64520088, -73.77587636]",2015-02-18 15:37:41 -0800,,Central Time (US & Canada) 568192252792541184,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Airways Corporation Price Target Update - Stafford Daily http://t.co/vQmdmZaFUJ,,2015-02-18 15:36:04 -0800,USA,Sydney 568191343769620480,neutral,1.0,,,Delta,,copp461,,0,@JetBlue I would go to Italy to visit my relatives and see the house my dad left when he passed.,,2015-02-18 15:32:27 -0800,, 568190857263915008,neutral,0.3592,,0.0,Delta,,Bink_V,,0,@JetBlue I'd go to Australia to enjoy the land down under! Always been on my bucket list! #FlyingItForward,,2015-02-18 15:30:31 -0800,"Washingon, DC",Eastern Time (US & Canada) 568189945308786688,neutral,1.0,,,Delta,,LindseyKelk,,0,@JetBlue hi! Is it possible to upgrade to a Mint seat on an already booked ticket? Thanks!,,2015-02-18 15:26:54 -0800,New York & LA,Eastern Time (US & Canada) 568189029478481920,neutral,0.3608,,0.0,Delta,,djh11375,,0,"@JetBlue Left my coat on flight 453 this morning in overhead bin. Reported seat 12A, but I was 11A. Thx. Ticket 2792125083854",,2015-02-18 15:23:15 -0800,"Forest Hills, NY",Eastern Time (US & Canada) 568188639412400128,neutral,0.6913,,0.0,Delta,,revooh2009,,0,@JetBlue my daughter's college game in Denver. Only one set of parents will be there 😢😢😢,,2015-02-18 15:21:42 -0800,,Eastern Time (US & Canada) 568187334111289344,positive,1.0,,,Delta,,shypoke1,,0,@JetBlue ok. I'll book JB to JFK then book to ATH. Thank you.,,2015-02-18 15:16:31 -0800,,Pacific Time (US & Canada) 568186350219821057,neutral,1.0,,,Delta,,shypoke1,,0,@JetBlue need flight to ATH from PDX. Do you coordinate with other airlines?,,2015-02-18 15:12:36 -0800,,Pacific Time (US & Canada) 568186002759671808,negative,1.0,Damaged Luggage,0.35,Delta,,edgarsantana,,0,@JetBlue so why do you put this at the bottom of ur baggage report? For fun? #JetBlue @airlinequality #skytrax http://t.co/tU9JX2jaZN,,2015-02-18 15:11:14 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 568184134666981376,negative,0.6779999999999999,Can't Tell,0.6779999999999999,Delta,,edgarsantana,,0,"@JetBlue if u want to be helpful save me the trip from Westchester Cty to JFK, plus parking - my info is in the photo http://t.co/JI7xkS2jkk",,2015-02-18 15:03:48 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 568183785558310914,positive,0.6196,,0.0,Delta,,selirodz,,0,@JetBlue Yes That's true but they are a bit pricey I will look into it further. Love you guys.,,2015-02-18 15:02:25 -0800,"South Miami Heights, Florida",Eastern Time (US & Canada) 568182544124014592,negative,1.0,Lost Luggage,0.8436,Delta,negative,edgarsantana,"Lost Luggage Damaged Luggage",0,@JetBlue I am heading to JFK now just on principle alone to deal w my lost & damaged bag. #jetblue #jetbluesucks #jfk #badservice #fail,,2015-02-18 14:57:29 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 568181761114546176,negative,1.0,Damaged Luggage,0.3554,Delta,,edgarsantana,,0,@JetBlue u now have my gears grinding. The JFK baggage office told me I need to bring the bag back right now if not they will close my claim,,2015-02-18 14:54:22 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 568179392293281792,neutral,0.6865,,,Delta,,selirodz,,0,@JetBlue do you sell open tickets? I have a sick relative and may have to travel at a moments notice. Sad but true.,,2015-02-18 14:44:58 -0800,"South Miami Heights, Florida",Eastern Time (US & Canada) 568178422175948801,positive,1.0,,,Delta,,TranmereStu,,0,"@JetBlue I flew to San Francisco from Fort Lauderdale with you last year, had a fantastic time so would like to go back !",,2015-02-18 14:41:06 -0800,Wirral England, 568177882620661760,negative,1.0,Damaged Luggage,1.0,Delta,,edgarsantana,,0,@JetBlue U say our safety is our highest priority but that doesn't extend 2 our property? This is totally nuts. http://t.co/xZY7pHKFGR,,2015-02-18 14:38:58 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 568177152924860416,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue to allow payment by #Apple Pay - Patriarc http://t.co/bdUaUZFhW2,,2015-02-18 14:36:04 -0800,USA,Sydney 568177098038349825,positive,0.3516,,0.0,Delta,,sdcissna,,0,"@JetBlue My #FlyingItForward affects just one small family of four, but it would make a huge difference in their life.",,2015-02-18 14:35:51 -0800,"Washington, DC",Eastern Time (US & Canada) 568176390325075968,negative,1.0,Damaged Luggage,1.0,Delta,,edgarsantana,,0,@JetBlue glad u happy I have my bag but as a traveler I entrusted u w/ my property & u return it damaged & that's the best answer u have?,,2015-02-18 14:33:02 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 568176138574372864,neutral,1.0,,,Delta,,sdcissna,,0,"@JetBlue I'd go to Portsmouth, NH to take care of my friend's son while she takes her daughter to Boston for surgery. #flyingitforward",,2015-02-18 14:32:02 -0800,"Washington, DC",Eastern Time (US & Canada) 568175537258156033,negative,1.0,Can't Tell,1.0,Delta,,BernieCheersing,,0,@JetBlue is the worst. I have to postpone my trip and they can't accommodate guests like @SouthwestAir #NeverAgain,,2015-02-18 14:29:38 -0800,Washington DC,Central Time (US & Canada) 568174545854726144,positive,0.6635,,,Delta,,VTAlexandria,,0,@JetBlue Hawaii! Get me somewhere warm & I can find some good to do. #FlyItForward,,2015-02-18 14:25:42 -0800,, 568173938292985858,positive,1.0,,,Delta,,unverkate,,0,".@JetBlue thx for confirming! Again, yr team is awesome. Thanks for the prompt & helpful response! Cheers to less snow in everyone's future",,2015-02-18 14:23:17 -0800,PHL, 568173792406740994,negative,1.0,Can't Tell,1.0,Delta,,mcontrerasnyc,,0,@JetBlue PR-friendly tweets don't help drive accountability. Hope Mr. Hayes takes note.,,2015-02-18 14:22:42 -0800,, 568173309747048448,positive,1.0,,,Delta,,nonprofitnicole,,0,@JetBlue What a great idea! #cometoAustin,,2015-02-18 14:20:47 -0800,"Austin, Texas",Central Time (US & Canada) 568172923531481088,positive,1.0,,,Delta,,ft_tyman,,0,@JetBlue I would go to Las Vegas. It is gorgeous and I go there every year and I fly with you guys Vegas is gorgeous & so much to do there.🌴,,2015-02-18 14:19:15 -0800,NBMA,Eastern Time (US & Canada) 568172843520950272,neutral,1.0,,,Delta,,navyseal6,,0,"@JetBlue I like Marie Harf go to Iraiq find ISIS and spread good, and offer resume service to ISIS in order to find jobs @marieharf","[0.0, 0.0]",2015-02-18 14:18:56 -0800,New York,Eastern Time (US & Canada) 568172398161354752,neutral,1.0,,,Delta,,4cast4you,,0,"@JetBlue #FlyingItForward I'd fly to Port au Prince, Haiti to help with the on-going earthquake relief efforts. Still lots to do there!",,2015-02-18 14:17:10 -0800,Out and About - Homebase is MD,Eastern Time (US & Canada) 568172386903851008,positive,1.0,,,Delta,,MarissaBreton,,0,@JetBlue just DMed. thanks so much for addressing this so quickly.,,2015-02-18 14:17:07 -0800,Boston,Eastern Time (US & Canada) 568171002208886784,positive,1.0,,,Delta,,HAbbott4,,0,@JetBlue Done! Also looks like you opened some up on my flight to Vegas on Sunday! 💙,,2015-02-18 14:11:37 -0800,NY,Eastern Time (US & Canada) 568169348721848322,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Says #Lufthansa Incentive Offer To Have No Impact On Share Count - Nasdaq http://t.co/VU7XSWJKiY,,2015-02-18 14:05:03 -0800,USA,Sydney 568168505998229505,negative,1.0,Late Flight,1.0,Delta,,mcontrerasnyc,,0,@JetBlue Only wish your ground operation was as expedient as your Twitter response team! Delay just got extended!,,2015-02-18 14:01:42 -0800,, 568167917004718080,negative,0.6709999999999999,Customer Service Issue,0.3395,Delta,,MarissaBreton,,0,@JetBlue only w/ $70 upgrade. Unsure why she can't just switch someone around. I called 24 hrs in advance for this reason.,,2015-02-18 13:59:22 -0800,Boston,Eastern Time (US & Canada) 568166479327313920,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue can you DM?,,2015-02-18 13:53:39 -0800,Logan International Airport,Atlantic Time (Canada) 568165395279929344,negative,1.0,Customer Service Issue,0.6665,Delta,,johnny_danks,,0,@JetBlue keeps asking me to enter a valid email address. My info is saved and has worked hundreds of times before,,2015-02-18 13:49:20 -0800,, 568164652821184512,neutral,0.6632,,0.0,Delta,,johnny_danks,,0,@JetBlue is the trueblue site broken at the moment?,,2015-02-18 13:46:23 -0800,, 568162505597566976,neutral,1.0,,,Delta,,HAbbott4,,0,@JetBlue Any EMS window seats on 1099 tomorrow?,,2015-02-18 13:37:51 -0800,NY,Eastern Time (US & Canada) 568162054206435328,neutral,0.6789,,,Delta,,JetBlueNews,,0,@JetBlue Airways Corporation Registers High Short Interest - Wall Street Pulse http://t.co/hXSnv7fbbh,,2015-02-18 13:36:04 -0800,USA,Sydney 568161493981794304,neutral,1.0,,,Delta,,KatieIlaria,,0,@JetBlue any chance you will by this summer?,,2015-02-18 13:33:50 -0800,NY,Quito 568161102254616576,neutral,1.0,,,Delta,,KatieIlaria,,0,@JetBlue do you have mint service from NYC to San Diego?,,2015-02-18 13:32:17 -0800,NY,Quito 568160197367242752,negative,1.0,Flight Booking Problems,0.7090000000000001,Delta,,kbosspotter,,0,@JetBlue can't change it. True blue points and I can't get to a phone,,2015-02-18 13:28:41 -0800,Logan International Airport,Atlantic Time (Canada) 568159714737049601,neutral,0.66,,0.0,Delta,,kbosspotter,,0,"@JetBlue my mom wanted me to change her seat along with my sister, but their two different reservations and idk",,2015-02-18 13:26:46 -0800,Logan International Airport,Atlantic Time (Canada) 568159336104636417,positive,0.6701,,,Delta,,carloscrazyself,,0,@JetBlue Aw okay thanks,,2015-02-18 13:25:16 -0800,Atlantic City ,Eastern Time (US & Canada) 568158732930191360,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue I can't pay 30 bucks xD,,2015-02-18 13:22:52 -0800,Logan International Airport,Atlantic Time (Canada) 568157857151102976,positive,1.0,,,Delta,,kbosspotter,,0,@JetBlue BEST SEAT ON A E190 to board early. READY. SET. GO!,,2015-02-18 13:19:23 -0800,Logan International Airport,Atlantic Time (Canada) 568157634999783424,neutral,1.0,,,Delta,,kbosspotter,,0,@JetBlue is it true there's a new A320 livery and a new website...?!,,2015-02-18 13:18:30 -0800,Logan International Airport,Atlantic Time (Canada) 568157491927896064,negative,0.6742,Lost Luggage,0.6742,Delta,,thisnamerocks2,,0,@JetBlue should've been on one of your flights instead... @SouthwestAir has now lost our bags to add insult to injury,,2015-02-18 13:17:56 -0800,"Canton, MA", 568156758025187329,positive,1.0,,,Delta,,NickTypesWords,,1,@JetBlue I'm all set. About to fly. Not bad for a first date with a giant metal bird machine. She even brought snacks.,,2015-02-18 13:15:01 -0800,Inquiries: CAA • Miller PR , 568156672365092864,negative,0.6559,Flight Booking Problems,0.3333,Delta,,carloscrazyself,,0,@JetBlue I'm trying to add my 2012 flights to my Badges account but i don't see an option. Help plz?,,2015-02-18 13:14:41 -0800,Atlantic City ,Eastern Time (US & Canada) 568155933832044544,positive,1.0,,,Delta,,thedanband,,0,@JetBlue okay. The new screens are laptop-large & real nice & the wifi is appreciated. Thanks god for this tiny lil man in the middle seat.,,2015-02-18 13:11:45 -0800,New York City,Pacific Time (US & Canada) 568155066668060672,negative,1.0,Can't Tell,0.6684,Delta,,thisnamerocks2,,0,"@JetBlue I cheated on you, and I'm sorry. I'll never do it again. @SouthwestAir has given my wife and I the worst start to a honeymoon ever",,2015-02-18 13:08:18 -0800,"Canton, MA", 568154777739259907,neutral,0.3502,,0.0,Delta,,thedanband,,0,@JetBlue this feels nice - what we've got going on here. Let's just swap me out with the fool in 5a and we can make it all better.,,2015-02-18 13:07:09 -0800,New York City,Pacific Time (US & Canada) 568153823581216768,neutral,0.6667,,0.0,Delta,,thedanband,,0,"@JetBlue yes, but it hurt my feelings to walk by MINT. A fella can dream. #happy4them",,2015-02-18 13:03:21 -0800,New York City,Pacific Time (US & Canada) 568152817656930305,neutral,0.66,,,Delta,,NickTypesWords,,0,@JetBlue @pilyoc dont talk about my friend @JetBlue like that. #thefutureisweird,,2015-02-18 12:59:22 -0800,Inquiries: CAA • Miller PR , 568152534507855872,positive,1.0,,,Delta,,NickTypesWords,,0,"@JetBlue incidentally, Sheila at JFK deserves a raise because she's awesome.",,2015-02-18 12:58:14 -0800,Inquiries: CAA • Miller PR , 568152035767554048,neutral,1.0,,,Delta,,Lulabella83,,0,"@JetBlue I'd like to spread my grandpa's ashes in Naples, Italy he lived in the 50's while serving his 30+ yrs in the @USNavy #FlyItForward",,2015-02-18 12:56:15 -0800,"Alexandria, Va",Atlantic Time (Canada) 568149912665198592,positive,1.0,,,Delta,,NickTypesWords,,0,@JetBlue i deleted that tweet because one of your wonderful employees swooped in to help--faith restored. You are one of the good ones. 👍,,2015-02-18 12:47:49 -0800,Inquiries: CAA • Miller PR , 568146952635854848,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Statement on #Lufthansa Incentive Offer - Stockhouse http://t.co/obF9jbPc6A,,2015-02-18 12:36:03 -0800,USA,Sydney 568146088416448513,negative,1.0,Customer Service Issue,0.6691,Delta,,rolf_schomaker,,0,@JetBlue lots of people scratching heads and looking at screens ignoring passengers,"[40.77471899, -73.86957658]",2015-02-18 12:32:37 -0800,ft Lauderdale, 568145983931969536,neutral,0.6779,,,Delta,,ToriThatMexican,,0,@JetBlue I thought the same thing after I sent it,"[46.14149629, -122.90609053]",2015-02-18 12:32:12 -0800,pnw,Arizona 568145883679875072,negative,1.0,Flight Attendant Complaints,0.6936,Delta,,rolf_schomaker,,0,@JetBlue what's going on with 1171 LGA-FLL..poor to no communication from gate agents??,"[40.77460155, -73.86969694]",2015-02-18 12:31:48 -0800,ft Lauderdale, 568142966570807296,negative,1.0,Customer Service Issue,0.6932,Delta,,TimSaviola,,0,"@JetBlue FYI - your android app is set to not be applicable with the Nexus 6 - please fix (its a phone, not a tablet). Cheers!",,2015-02-18 12:20:13 -0800,"Brooklyn, NY", 568140724618686464,neutral,0.6624,,0.0,Delta,,CureFoodAllergy,,1,@JetBlue order @FARE (3/3),,2015-02-18 12:11:18 -0800,Boston,Eastern Time (US & Canada) 568140722240512001,negative,1.0,Flight Attendant Complaints,1.0,Delta,,CureFoodAllergy,,1,"@JetBlue our #FoodAllergy community. IF you want our continued loyalty, you need to do better than that. Perhaps some training is in (2/3)",,2015-02-18 12:11:18 -0800,Boston,Eastern Time (US & Canada) 568140717198938112,negative,1.0,Customer Service Issue,0.6593,Delta,,CureFoodAllergy,,2,"@JetBlue insensitive? #FoodAllergies are life-threatening. Unsolicited UNEDUCATED opinions are inappropriate, reckless & dangerous to (1/3)",,2015-02-18 12:11:17 -0800,Boston,Eastern Time (US & Canada) 568140329821577217,neutral,0.3661,,0.0,Delta,,Gailliag,,0,@JetBlue Thanks for the FB. message telling me I will have to wait between 1-3 days. I'm waiting.,,2015-02-18 12:09:44 -0800,,Central Time (US & Canada) 568139150710296577,neutral,0.7223,,0.0,Delta,,JetBlueNews,,0,@JetBlue Airways Sees Significant Decline in Short Interest (JBLU) - WKRB News http://t.co/lZFGUTxIYN,,2015-02-18 12:05:03 -0800,USA,Sydney 568137238732771328,neutral,0.6396,,,Delta,,TravelLeaders_,,0,"@JetBlue plans to offer direct flights from #JFK to #DaytonaBeach, #Florida starting next #February.… http://t.co/oYLlRZQU5m",,2015-02-18 11:57:27 -0800,"Liverpool, NY",Eastern Time (US & Canada) 568134036239097856,neutral,0.6888,,,Delta,,Gailliag,,0,@JetBlue Thank you for opening the conversation. I hope you can make it right.,,2015-02-18 11:44:44 -0800,,Central Time (US & Canada) 568132912761208832,neutral,1.0,,,Delta,,heyheyman,,0,@JetBlue When I checked yesterday it looked like it did. Did something change?,,2015-02-18 11:40:16 -0800,"Boston, MA",Eastern Time (US & Canada) 568132703738077185,negative,0.7179,Bad Flight,0.7179,Delta,,heyheyman,,0,@JetBlue Oh no! I thought it did. :(,,2015-02-18 11:39:26 -0800,"Boston, MA",Eastern Time (US & Canada) 568131853929947136,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - Waterbury Republican American http://t.co/5t4FpCGREJ,,2015-02-18 11:36:04 -0800,USA,Sydney 568130484934459392,neutral,1.0,,,Delta,,heyheyman,,0,@JetBlue 1951 BOS to ORD,,2015-02-18 11:30:37 -0800,"Boston, MA",Eastern Time (US & Canada) 568128390487789568,positive,1.0,,,Delta,,GnarlsGnarley,,0,@JetBlue thanks. Line moved quick. Already done.,,2015-02-18 11:22:18 -0800,The Suite Lounge,Eastern Time (US & Canada) 568127434173878272,neutral,0.6786,,,Delta,,MeganAurea,,0,@JetBlue I do follow you!,,2015-02-18 11:18:30 -0800,Buffalo NY/ Pinehurst NC,Eastern Time (US & Canada) 568127068287963136,negative,1.0,Customer Service Issue,0.6547,Delta,,MeganAurea,,0,@JetBlue nope. None to be found,,2015-02-18 11:17:03 -0800,Buffalo NY/ Pinehurst NC,Eastern Time (US & Canada) 568126722903814144,negative,1.0,Late Flight,1.0,Delta,,MeganAurea,,0,@JetBlue I may need to. I had a 40 minute layover and now have a 15 min delay on my first flight.,,2015-02-18 11:15:40 -0800,Buffalo NY/ Pinehurst NC,Eastern Time (US & Canada) 568126461477068800,negative,1.0,Customer Service Issue,1.0,Delta,,MeganAurea,,0,"@JetBlue I may not make my connection and need to find out my options, yet no one is here.",,2015-02-18 11:14:38 -0800,Buffalo NY/ Pinehurst NC,Eastern Time (US & Canada) 568125723594133504,neutral,0.6821,,0.0,Delta,,MeganAurea,,0,@JetBlue nope. Currently sitting at my gate.,,2015-02-18 11:11:42 -0800,Buffalo NY/ Pinehurst NC,Eastern Time (US & Canada) 568124733851443200,positive,1.0,,,Delta,,tktarzan,,0,@JetBlue their names are both Angel (seriously - how cool is that!). Truly FANTASTIC service!,,2015-02-18 11:07:46 -0800,,Hawaii 568124691673686016,negative,1.0,Can't Tell,0.3392,Delta,,GnarlsGnarley,,0,@JetBlue extra-speed line closed in Tampa. What gives?,,2015-02-18 11:07:36 -0800,The Suite Lounge,Eastern Time (US & Canada) 568123089344733184,neutral,0.66,,0.0,Delta,,j_beatz247,,0,@JetBlue I sent you an email,,2015-02-18 11:01:14 -0800,new orleans, 568122440934658048,positive,1.0,,,Delta,,khealy8834,,0,@JetBlue thank you :-),,2015-02-18 10:58:39 -0800,"Miami, FL",Atlantic Time (Canada) 568118442454355968,positive,1.0,,,Delta,,MaxwellAMooney,,0,@JetBlue thanks!,,2015-02-18 10:42:46 -0800,"Mill Creek, WA",Pacific Time (US & Canada) 568116088631791616,positive,1.0,,,Delta,,MaxwellAMooney,,0,"@JetBlue also. Emergency exit seats. 6'2"" and that's a huge win.",,2015-02-18 10:33:25 -0800,"Mill Creek, WA",Pacific Time (US & Canada) 568115928044404736,positive,1.0,,,Delta,,MaxwellAMooney,,0,"@JetBlue friendly, engaging, personable, handled clarifying questions about baggage fees well, and took an interest in what I was doing.",,2015-02-18 10:32:46 -0800,"Mill Creek, WA",Pacific Time (US & Canada) 568115829616861184,neutral,0.6495,,0.0,Delta,,j_beatz247,,0,@JetBlue so I don't know confirmation number or the names of the flight attendants and supervisor,,2015-02-18 10:32:23 -0800,new orleans, 568115571788808192,negative,1.0,Flight Attendant Complaints,1.0,Delta,,j_beatz247,,0,@JetBlue would love to respond to link but supervisor tore ticket up and refused to give me names and hid her badge from me,,2015-02-18 10:31:22 -0800,new orleans, 568115075266973696,positive,1.0,,,Delta,,MaxwellAMooney,,0,"@JetBlue hey, so, Dre at Seatac check in needs a raise, stat. Dude gave me amazing customer service and made me feel valued. 👍",,2015-02-18 10:29:23 -0800,"Mill Creek, WA",Pacific Time (US & Canada) 568109390026448896,negative,1.0,Customer Service Issue,1.0,Delta,,j_beatz247,,0,@JetBlue you respond to my friend @LisaPal but you can't respond directly to me,,2015-02-18 10:06:48 -0800,new orleans, 568108968867819520,neutral,1.0,,,Delta,,JetBlueNews,,0,"@JetBlue's CEO #pilots among ardent fans, Wall Street - Poughkeepsie Journal http://t.co/FRhuXiB8II",,2015-02-18 10:05:07 -0800,USA,Sydney 568107822275305472,positive,0.6728,,,Delta,,History_Dork,,0,@JetBlue The Magic eight ball has never steered me wrong :),,2015-02-18 10:00:34 -0800,right behind you,Eastern Time (US & Canada) 568107816923340800,negative,1.0,Can't Tell,1.0,Delta,,j_beatz247,,0,@JetBlue you wanna help out? How about you reimburse the money you cause my band to lose.,,2015-02-18 10:00:33 -0800,new orleans, 568107407647207424,negative,0.6747,Damaged Luggage,0.6747,Delta,,LisaPal,,0,@JetBlue but you guys should know that musicians are very sensitive about the safety of their instruments when flying. For good reason.,,2015-02-18 09:58:55 -0800,"New Orleans, LA",Central Time (US & Canada) 568106969812189184,negative,1.0,Customer Service Issue,1.0,Delta,,LisaPal,,0,@JetBlue ask @j_beatz247 but I teach marketing at a university and will gladly consult on customer service and how NOT to treat passengers.,,2015-02-18 09:57:11 -0800,"New Orleans, LA",Central Time (US & Canada) 568105765442945024,negative,1.0,Customer Service Issue,0.6942,Delta,,LisaPal,,0,@JetBlue loves to respond to positive tweets but they ignore problems w/ customers. Just ask NOLA musician @j_beatz247 about that. #shameful,,2015-02-18 09:52:24 -0800,"New Orleans, LA",Central Time (US & Canada) 568104907384832000,neutral,0.6709,,,Delta,,History_Dork,,0,@JetBlue I'm game if you're buying!! ;),,2015-02-18 09:48:59 -0800,right behind you,Eastern Time (US & Canada) 568102992110465025,positive,0.6584,,,Delta,,joshto,,0,@JetBlue Will do. Thanks!,,2015-02-18 09:41:22 -0800,San Francisco,Pacific Time (US & Canada) 568101669809946624,positive,0.6729999999999999,,,Delta,,JetBlueNews,,0,"@JetBlue marks 15th year with new ""Bluemanity"" plane design - Sun Sentinel http://t.co/SjVEelween",,2015-02-18 09:36:07 -0800,USA,Sydney 568101513605681152,negative,1.0,Flight Attendant Complaints,0.6437,Delta,,joshto,,0,@JetBlue Call was not made by the inflight crew. They in fact asked us why we didn't bring it on.,,2015-02-18 09:35:30 -0800,San Francisco,Pacific Time (US & Canada) 568101162672500736,negative,0.6591,Can't Tell,0.3523,Delta,,eldridgechm,,0,@JetBlue last week I bought a plane ticket round trip to FL & just 4 fun I look at the price of them today and they went down! #nothappy,"[41.71826065, -72.68689133]",2015-02-18 09:34:06 -0800,, 568100786657316864,positive,0.6468,,,Delta,,jpals32,,0,@JetBlue you're welcome 👍👍👍 http://t.co/67k4N9eQ6E,,2015-02-18 09:32:36 -0800,,Atlantic Time (Canada) 568100774204600320,neutral,0.6742,,0.0,Delta,,IrenePesoDoE,,0,@JetBlue are you ever looking for interns ?,,2015-02-18 09:32:34 -0800,,Eastern Time (US & Canada) 568098794031714304,positive,1.0,,,Delta,,IrenePesoDoE,,0,@JetBlue is the greatest airline ever 💕✈️💺 #TrueBluePoints #jetbluemember,,2015-02-18 09:24:41 -0800,,Eastern Time (US & Canada) 568098769847218177,positive,1.0,,,Delta,,jpals32,,1,@JetBlue 's free wifi on board is the best thing that's happened since sliced bread,,2015-02-18 09:24:36 -0800,,Atlantic Time (Canada) 568098677618683904,negative,0.6442,Flight Booking Problems,0.3228,Delta,,JCameronUSA,,0,@JetBlue Only middle seats. SFO -> BOS. Not fun. She keeps getting $10 credits. Would much rather have a working TV.,,2015-02-18 09:24:14 -0800,,Atlantic Time (Canada) 568096875435282432,negative,1.0,Bad Flight,0.6852,Delta,,joshto,,0,@JetBlue Disappointed we weren't allowed to bring on an aircraft approved carseat on an empty plane. Not cool.,,2015-02-18 09:17:04 -0800,San Francisco,Pacific Time (US & Canada) 568095961408507904,positive,1.0,,,Delta,,jos114,,0,@JetBlue Beatriz and Susan. Gate 4 MCO.,,2015-02-18 09:13:26 -0800,New York ,Eastern Time (US & Canada) 568095014435229696,positive,1.0,,,Delta,,DJSundog,,0,.@JetBlue handled @0xjared's question like social media pros. Good practice for when our transportation systems are all run by friendly AIs!,,2015-02-18 09:09:40 -0800,"Pescadero, CA", 568094760151486464,negative,1.0,Late Flight,0.6835,Delta,,janefbolin,,0,@JetBlue maybe have a supervisor find out why the international checkin at FTL hasn't moved in 20 minutes yet employees picked up 100 pizza,,2015-02-18 09:08:40 -0800,, 568094681256497152,negative,1.0,Bad Flight,1.0,Delta,,JCameronUSA,,0,@JetBlue Third flight in a row for my wife with her TV not working...,,2015-02-18 09:08:21 -0800,,Atlantic Time (Canada) 568094548141977600,positive,1.0,,,Delta,,janinenelson009,,0,@JetBlue its a wonderful thing!,,2015-02-18 09:07:49 -0800,"iPhone: 33.761105,-118.193817",Pacific Time (US & Canada) 568094199586938880,negative,1.0,Customer Service Issue,0.6596,Delta,,RoieSasson,,0,@JetBlue what is a personal email that I can contact? I have a complaint that you should know about,,2015-02-18 09:06:26 -0800,"Miami, FL",Eastern Time (US & Canada) 568094177394888705,negative,1.0,Flight Booking Problems,0.6188,Delta,,MerrickRealtor,,0,@JetBlue WHAT'S UP WITH WEBSITE CAN'T ACCESS FLIGHT INFO,,2015-02-18 09:06:21 -0800,Merrick,America/New_York 568093784417951744,neutral,0.6685,,0.0,Delta,,CFMcG,,0,@JetBlue Just a thought!,,2015-02-18 09:04:47 -0800,Manhattan,Eastern Time (US & Canada) 568091845848231937,positive,1.0,,,Delta,,JDesca01,,0,@JetBlue Flight Booking Problems flights for a DC visit for Easter weekend started difficult but ended well with you guys! Big fan here. :),,2015-02-18 08:57:05 -0800,Boston,Eastern Time (US & Canada) 568091027774545920,neutral,0.6737,,0.0,Delta,,0xjared,,0,@JetBlue I’m getting an “it depends” vibe. Fair enough!,,2015-02-18 08:53:50 -0800,BOS via ROC,Eastern Time (US & Canada) 568090890549374976,positive,0.7139,,,Delta,,cristinaroe,,0,@JetBlue #flyfi thank you! Seattle and #UDUB here we come! @cameron__roe http://t.co/kbHYM5GkAP,,2015-02-18 08:53:17 -0800,Newport Beach,Pacific Time (US & Canada) 568090417641746432,positive,0.6667,,,Delta,,History_Dork,,0,@JetBlue @Cayman_Islands I know that bar :) Wish I was there now!,,2015-02-18 08:51:24 -0800,right behind you,Eastern Time (US & Canada) 568087713972236289,positive,1.0,,,Delta,,SullyinVA,,0,@JetBlue had a great flight to Orlando from Hartford a few weeks ago! Was great to get out on time and arrive early!,,2015-02-18 08:40:40 -0800,"Stratford, CT",Eastern Time (US & Canada) 568086568059027456,neutral,0.7028,,,Delta,,JetBlueNews,,0,@JetBlue to Increase Charter Service to Cuba - #Travel Agent http://t.co/lYQrb4HCYU,,2015-02-18 08:36:07 -0800,USA,Sydney 568086156899966976,positive,1.0,,,Delta,,jos114,,0,@JetBlue you guys continue to impress. Your crew @ MCO gate 4helped our family with seat issues. #professional,,2015-02-18 08:34:28 -0800,New York ,Eastern Time (US & Canada) 568084948948684800,positive,1.0,,,Delta,,cristinaroe,,0,@JetBlue loving the free #wifi and #legroom ✈️ #SeattleBound,,2015-02-18 08:29:40 -0800,Newport Beach,Pacific Time (US & Canada) 568083588308197376,negative,1.0,Late Flight,1.0,Delta,,duendecillita,,0,"@JetBlue you are missing the point. The flight left an hour Late Flight. Why are you allowed to be that Late Flight, and still charge me $50 and 10hrs?",,2015-02-18 08:24:16 -0800,NYC,Eastern Time (US & Canada) 568081068278075394,neutral,1.0,,,Delta,,superhilarious,,0,@JetBlue can I get some more leg room tonight B6 304,,2015-02-18 08:14:15 -0800,,Central Time (US & Canada) 568080730150076416,negative,1.0,Bad Flight,0.6889,Delta,,dweezie520,,0,@JetBlue 2nd time flying jetblue this year and my armrest TV controller doesn't work agian!!and that's the main reason I fly jetblue 😔😓😤,,2015-02-18 08:12:55 -0800,,Eastern Time (US & Canada) 568080542345895937,negative,0.6344,Can't Tell,0.3419,Delta,,vincenzolandino,,0,"It's on me, @JetBlue! That's not what you said last night, though... :(",,2015-02-18 08:12:10 -0800,NYC | CT,Eastern Time (US & Canada) 568079126462128129,negative,0.6391,Customer Service Issue,0.3503,Delta,,AlwaysTicosGirl,,0,@JetBlue @Cinnabon the two of you should team up to serve cinnabons on the flights!!!! #BonsInTheSky,,2015-02-18 08:06:32 -0800,New York City,Eastern Time (US & Canada) 568078149231067136,positive,1.0,,,Delta,,Rytroup,,0,@JetBlue anything for you. #flyfi http://t.co/8jceDiKY9U,,2015-02-18 08:02:39 -0800,,Quito 568076919146557440,negative,1.0,Late Flight,1.0,Delta,,PaulRivera88,,0,@JetBlue hey you guys remembered lol! But now my BOS flights delayed... And turn the heat down in T5 it feels hotter than PR.,,2015-02-18 07:57:46 -0800,,Eastern Time (US & Canada) 568074993856335872,positive,0.6809999999999999,,,Delta,,phil0616,,0,@JetBlue thanks,,2015-02-18 07:50:07 -0800,"Florida, USA", 568071468312981504,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Celebrates 15-Year Anniversary With New Livery - @CNNMoney http://t.co/p7skxZVe1A,,2015-02-18 07:36:06 -0800,USA,Sydney 568069392422051841,negative,0.6803,Customer Service Issue,0.6803,Delta,,duendecillita,,0,"@JetBlue spoken to 2 reps. Once I'm allowed to check my bag and through the TSA checkpoint, I guarantee I will be talking to someone.",,2015-02-18 07:27:52 -0800,NYC,Eastern Time (US & Canada) 568068967098658816,negative,1.0,longlines,1.0,Delta,,duendecillita,,0,@JetBlue and the 20min line I stood in to drop my bag off?,,2015-02-18 07:26:10 -0800,NYC,Eastern Time (US & Canada) 568068942771695616,positive,1.0,,,Delta,,michaelpweaver,,0,@JetBlue credit to you for replying. I’ll look forward to hopefully one of those 103 on my flight home tonight :),"[0.0, 0.0]",2015-02-18 07:26:04 -0800,Parkland Fl,Eastern Time (US & Canada) 568066927723212800,positive,1.0,,,Delta,,SweetLilYou,,0,"@JetBlue Great flight, as always! Thank you to the great crew on flight 475! #travel #jetblue","[28.4261453, -81.2998841]",2015-02-18 07:18:04 -0800,Rhode Island ,Eastern Time (US & Canada) 568066161922977792,negative,1.0,Late Flight,0.6424,Delta,,duendecillita,,0,"@JetBlue got txt 40min after sched dpt, saying plane had just arrived @ JFK. Late Flightr txt w/ dpt gate change. Then 9:04 dpt for 7:40 flight.",,2015-02-18 07:15:01 -0800,NYC,Eastern Time (US & Canada) 568064382627921920,negative,1.0,Late Flight,1.0,Delta,,duendecillita,,0,@JetBlue I was not allowed to drop my bag off for my flight that I was running 10min Late Flight for. Turns out it left over an hour Late Flight.,,2015-02-18 07:07:57 -0800,NYC,Eastern Time (US & Canada) 568064005048152065,positive,1.0,,,Delta,,Paul_Conn,,0,@JetBlue you're killing me now. :-) You got me! #smitten #trueblue,,2015-02-18 07:06:27 -0800,New York,Eastern Time (US & Canada) 568059376474439680,negative,1.0,Customer Service Issue,1.0,Delta,,fatlifeguard,,0,@JetBlue my son left his iPad on flight 1401 from JFK to FLL on Monday. I called and left message and have no heard back. Seat 25A.,,2015-02-18 06:48:04 -0800,"Long Beach, NY", 568056665821413376,positive,1.0,,,Delta,,Paul_Conn,,0,.@JetBlue 4 min response time. I'm impressed! I'm in. It's official. :-) #trueblue JetBlue gets social.,,2015-02-18 06:37:17 -0800,New York,Eastern Time (US & Canada) 568052101504372737,positive,1.0,,,Delta,,kessler,,0,@JetBlue thanks for listening. Doesn't mean I don't appreciate you!,,2015-02-18 06:19:09 -0800,"New York, NY",Eastern Time (US & Canada) 568051199565533184,negative,1.0,Customer Service Issue,0.6592,Delta,,MerrickRealtor,,0,@JetBlue all taken care of .... Other then the dropped call and the total half hour wait #love #jetblue,,2015-02-18 06:15:34 -0800,Merrick,America/New_York 568045949999661058,positive,1.0,,,Delta,,MyPowerPose,,0,@JetBlue thank you for incredible customer svc from gate to flight. Mint experience is magic.,,2015-02-18 05:54:42 -0800,San Francisco Bay Area,Arizona 568045766280933377,positive,0.6663,,0.0,Delta,,noplasticshower,,0,Thanks @JetBlue. Next up we will see how the slog from JFK to the city goes!,,2015-02-18 05:53:59 -0800,planet earth, 568045665185452032,neutral,1.0,,,Delta,,BrianWalkerCHI,,0,@JetBlue Social Media Takes Flight with Fly #LikeAGirl - What brand lesson can we learn? #SMM #Brand https://t.co/nTGl2WnQVM,,2015-02-18 05:53:35 -0800,"Chicago, an Airplane or Train ",Central Time (US & Canada) 568045397408661504,neutral,1.0,,,Delta,,MerrickRealtor,,0,@JetBlue Lekvhg want to see what the cost would be to change to the 430 flight,,2015-02-18 05:52:31 -0800,Merrick,America/New_York 568044610955681793,negative,1.0,Late Flight,0.3478,Delta,,dannygilbs,,0,"@JetBlue you stood me up last night, but I'm giving you a second chance. I'm just a boy, tweeting an airline, asking them to fly him home.",,2015-02-18 05:49:23 -0800,"New York, NY",Eastern Time (US & Canada) 568042975856619520,negative,1.0,Customer Service Issue,1.0,Delta,,MerrickRealtor,,0,@JetBlue waited for 15 min then got disconnect,,2015-02-18 05:42:53 -0800,Merrick,America/New_York 568041225174953985,positive,1.0,,,Delta,,ErinMBarlow,,0,@JetBlue and a HUGE thanks to the crew on flight 1348 who flew in to DCA from SJU Monday night in the snow so we could have a plane!!!,"[18.22245647, -63.00369733]",2015-02-18 05:35:56 -0800,,Eastern Time (US & Canada) 568041161652342784,negative,1.0,Customer Service Issue,1.0,Delta,,MerrickRealtor,,0,@JetBlue is I can't make changes on the website am I still charged 25 dollars for using phone,,2015-02-18 05:35:41 -0800,Merrick,America/New_York 568041051182616576,positive,1.0,,,Delta,,ErinMBarlow,,0,"@JetBlue planning on it! Btw, excellent service and crew from DCA through SJU into SXM!!!!!","[18.22245647, -63.00369733]",2015-02-18 05:35:14 -0800,,Eastern Time (US & Canada) 568039128001937408,positive,1.0,,,Delta,,ErinMBarlow,,0,"@JetBlue why yes, yes it does!!!! Great trip down!! Thanks for the lift!!!!","[18.22245747, -63.00369895]",2015-02-18 05:27:36 -0800,,Eastern Time (US & Canada) 568036279989858304,positive,1.0,,,Delta,,KarlMiller,,1,@JetBlue hotspot free WiFi makes me happy. #jfk #itsthelittlethings,,2015-02-18 05:16:17 -0800,"Round Rock, TX",Central Time (US & Canada) 568034012930936832,negative,1.0,Customer Service Issue,0.6788,Delta,,rjburnsva,,0,@JetBlue your agents at IAD have compounded this problem by not making any announcements #jetbluemess,,2015-02-18 05:07:16 -0800,,Eastern Time (US & Canada) 568031723004555264,negative,1.0,Can't Tell,0.6334,Delta,,bmose14,,0,"@JetBlue just a heads up, this page no longer exists http://t.co/NsJWVTTjGo",,2015-02-18 04:58:10 -0800,"Boston, MA",Eastern Time (US & Canada) 568029763438186496,neutral,0.6469,,,Delta,,philpete,,0,@JetBlue deal!,,2015-02-18 04:50:23 -0800,London,London 568028497001590784,neutral,0.6667,,,Delta,,philpete,,0,@JetBlue @drwinston001 I think we'll need a selfie as proof...,,2015-02-18 04:45:21 -0800,London,London 568027668026937344,negative,0.6919,Can't Tell,0.6919,Delta,,drwinston001,,0,@JetBlue @philpete wonder if that's the pilot tweeting you back? Is it legal to tweet and fly? What if the plane in front stops suddenly?,,2015-02-18 04:42:04 -0800,South West UK,London 568027443052720130,positive,1.0,,,Delta,,philpete,,0,"@JetBlue gorgeous day, hope the flight back tomorrow AM is just as pleasant! Thanks",,2015-02-18 04:41:10 -0800,London,London 568025019068108800,negative,1.0,Cancelled Flight,0.6545,Delta,,rjburnsva,,0,@JetBlue they say they have no update. I don't work I don't get paid. Jet blue has my money but no flight. Argh!,,2015-02-18 04:31:32 -0800,,Eastern Time (US & Canada) 568023553548922880,negative,0.6277,Can't Tell,0.6277,Delta,,rjburnsva,,0,@JetBlue no news here at the gate. What are my options?,,2015-02-18 04:25:43 -0800,,Eastern Time (US & Canada) 568020304510869504,positive,0.6507,,,Delta,,heyjdoan,,0,@JetBlue it's okay...I'm actually a tea kinda guy anyway. Thanks!,,2015-02-18 04:12:48 -0800,"Cambridge, MA",Eastern Time (US & Canada) 568018490331930625,negative,1.0,Late Flight,0.6657,Delta,,rjburnsva,,0,@JetBlue well I'm glad I got up at 5 am so I can sit in an airport. No place else I'd rather be (not),,2015-02-18 04:05:36 -0800,,Eastern Time (US & Canada) 568017916161085441,negative,0.6628,Customer Service Issue,0.35700000000000004,Delta,,MerrickRealtor,,0,@JetBlue no ... I am guessing I have to call someone,,2015-02-18 04:03:19 -0800,Merrick,America/New_York 568016314457047040,negative,1.0,Late Flight,1.0,Delta,,rjburnsva,,0,@JetBlue why 730 and not 645 as scheduled?,,2015-02-18 03:56:57 -0800,,Eastern Time (US & Canada) 568014845062332416,negative,1.0,Late Flight,1.0,Delta,,rjburnsva,,0,@JetBlue #1408 IAD to JFK still hasn't boarded. What's today's excuse and how am I gonna get to work?,,2015-02-18 03:51:06 -0800,,Eastern Time (US & Canada) 568014723926626304,negative,1.0,Can't Tell,0.3823,Delta,,IsaacKarmel,,0,@JetBlue why is t that every time I fly jfk even more speed doesn't work waiting for 10 min #nogood,,2015-02-18 03:50:38 -0800,, 568011010029838336,neutral,0.6703,,,Delta,,MerrickRealtor,,0,@JetBlue can I change my flight if I already printed my boarding pass?,,2015-02-18 03:35:52 -0800,Merrick,America/New_York 568008802865274880,positive,1.0,,,Delta,,KarlaBaerga,,0,@JetBlue its always a pleasure ☺️,,2015-02-18 03:27:06 -0800,,Quito 568005720026660864,positive,0.6444,,,Delta,,yosoyfelixx_,,0,@JetBlue this is lovely!,,2015-02-18 03:14:51 -0800,, 567995970232795136,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Dumps Amex - Nassau News Live http://t.co/DZg99JFIiK,,2015-02-18 02:36:06 -0800,USA,Sydney 567992830943223808,neutral,1.0,,,Delta,,superstarpromo1,,0,"@JetBlue @_justdippin_ drops a new video off the upcoming project #TheTakeover, produced by YpOnTheBeat https://t.co/IKQBdZA7TN RT",,2015-02-18 02:23:38 -0800,NYC, 567980868997763072,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue to End Partnership with American Express - http://t.co/WhuFmI2Ytd http://t.co/fbTEMFwRsP,,2015-02-18 01:36:06 -0800,USA,Sydney 567973066929614848,neutral,0.6872,,,Delta,,JetBlueNews,,0,@JetBlue marks 15th birthday with 'Blumanity' paint job - @Dallas_News (blog) http://t.co/lFGR0Nifut,,2015-02-18 01:05:06 -0800,USA,Sydney 567965767808864256,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue's CEO Battles to Appease Passengers and Wall Street - http://t.co/E5NaxBUe4s http://t.co/E1Mex0t6Q5,,2015-02-18 00:36:05 -0800,USA,Sydney 567950666578030594,neutral,1.0,,,Delta,,JetBlueNews,,0,"@JetBlue Change in the Air for Travelers, Investors - @BloombergNews http://t.co/6redD3vC73",,2015-02-17 23:36:05 -0800,USA,Sydney 567947508208377858,positive,0.6764,,0.0,Delta,,JJBarraza,,0,@JetBlue Finally taking off! LAS-FLL-SJU #letsgo,,2015-02-17 23:23:32 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 567935527481188352,neutral,1.0,,,Delta,,ToTravelToLive,,0,@JetBlue Anywhere warm cause its freezing in NYC,,2015-02-17 22:35:56 -0800,NYC, 567930900731854848,negative,1.0,Lost Luggage,0.6667,Delta,,cessymeacham,,0,"@JetBlue Clients got ZERO, in 32 years career never thought this was possible.2 suitcases worth thousands of $$ in Italian clothing robbed.",,2015-02-17 22:17:33 -0800,Satellite Beach Fl.,Eastern Time (US & Canada) 567919283419742210,neutral,1.0,,,Delta,,Under4R,,0,"@JetBlue, flights 1970, 1366, and 1552 will fly over after 1 am on your way into @BostonLogan - mind taking ocean approach so we can sleep?",,2015-02-17 21:31:23 -0800,"Milton, Massachusetts", 567918931148685312,negative,1.0,Can't Tell,1.0,Delta,,komal102,,0,@JetBlue not to mention the fact that we paid extra just to fly jetblue thinking it was the most reliable..,,2015-02-17 21:29:59 -0800,BOSTON,Eastern Time (US & Canada) 567918283866898432,negative,1.0,Customer Service Issue,1.0,Delta,,komal102,,0,@JetBlue We even went to the airport and were on the phone for hrs and no help at all. Everyone said different things.,,2015-02-17 21:27:24 -0800,BOSTON,Eastern Time (US & Canada) 567918173992910848,negative,1.0,Late Flight,0.6496,Delta,,komal102,,0,@JetBlue People kept saying it was due to weather but there were flights going directly to boston even after our flight.,,2015-02-17 21:26:58 -0800,BOSTON,Eastern Time (US & Canada) 567917894144770049,negative,0.6989,Flight Attendant Complaints,0.3763,Delta,,komal102,,0,@JetBlue I understand but everyone said different things and there was a flight out Late Flightr that night but only one of us got to take it,,2015-02-17 21:25:52 -0800,BOSTON,Eastern Time (US & Canada) 567916937679884288,negative,1.0,Cancelled Flight,1.0,Delta,,komal102,,0,"@JetBlue disappointed that my flight back to boston from PR was Cancelled Flightled,rebooked 4 the next day,delayed that one too, and no compensation",,2015-02-17 21:22:03 -0800,BOSTON,Eastern Time (US & Canada) 567915499868131328,positive,1.0,,,Delta,,fialho_monica,,0,"@JetBlue great trip today! Thanks to the crew flying us home, they were fantastic! http://t.co/sk6W9XQaQB",,2015-02-17 21:16:21 -0800,, 567912664996786177,neutral,0.6557,,,Delta,,JetBlueNews,,0,@JetBlue Celebrates 15-Year Anniversary With New Livery - Digital Journal http://t.co/U5HXri6Crx,,2015-02-17 21:05:05 -0800,USA,Sydney 567911142955311104,positive,1.0,,,Delta,,thedonkeyshow,,0,@JetBlue awe you guys are great can't wait to travel with you again soon!!!,,2015-02-17 20:59:02 -0800,"New York City, NY",Central Time (US & Canada) 567910969856229377,positive,1.0,,,Delta,,kimbetech,,0,@JetBlue yes! Announced we will take off. You're on it! Thank you!,,2015-02-17 20:58:21 -0800,NYC,Eastern Time (US & Canada) 567907212154118145,positive,1.0,,,Delta,,bekiweki,,0,"@JetBlue Also, thanks for your prompt replies. I'm really impressed--and you're not just brushing me off. Much appreciated!",,2015-02-17 20:43:25 -0800,"Provo, UT",Central Time (US & Canada) 567906937423073280,neutral,0.6853,,0.0,Delta,,bekiweki,,0,"@JetBlue What about if I booked it through Orbitz? My email is correct, but there's a middle party.",,2015-02-17 20:42:19 -0800,"Provo, UT",Central Time (US & Canada) 567906374870528001,positive,0.6635,,0.0,Delta,,lynn_with_an_A,,1,@JetBlue it's been a while since I've angry tweeted an airline. Apparently you read my mind before I could bitch. Thank you for the credit.,,2015-02-17 20:40:05 -0800,"Brooklyn, NY",Quito 567905540761870336,neutral,0.68,,0.0,Delta,,michaelhakimkan,,0,@JetBlue it was at JFK airport right now,,2015-02-17 20:36:46 -0800,, 567905220828606466,neutral,0.6714,,0.0,Delta,,bekiweki,,0,@JetBlue That's pretty nice. Are flight credits automatically given after the flight? I also wish there were a lounge I could sleep in.,,2015-02-17 20:35:30 -0800,"Provo, UT",Central Time (US & Canada) 567905158346207233,positive,1.0,,,Delta,,NYC_TAM,,0,"@JetBlue's #ValentinesDay email was on point & so clever! Thanks for being amazing, #JetBlue! #loveisintheair http://t.co/DoCmvoTWTI",,2015-02-17 20:35:15 -0800,, 567904873246781440,negative,1.0,Customer Service Issue,0.6559,Delta,,michaelhakimkan,,0,"@JetBlue She claimed that she did, but I was not happy with the way I was treated.",,2015-02-17 20:34:07 -0800,, 567903883047088128,negative,1.0,Damaged Luggage,0.7113,Delta,,michaelhakimkan,,0,"@JetBlue ripped my suitcase. I then was yelled at with attitude from Geraldine, your employee at the baggage center.Worst airline= #jetblue",,2015-02-17 20:30:11 -0800,, 567903653933101056,negative,0.6154,Customer Service Issue,0.3187,Delta,,ChicDisheveled,,0,"@JetBlue shout out to the crew on flight 89 headed back to the big apple, they kept my glass half full the whole flight! #jetbluejfk","[32.73130971, -117.20222555]",2015-02-17 20:29:16 -0800,"San Diego, CA",Arizona 567902218059264000,negative,1.0,Late Flight,0.7126,Delta,,bekiweki,,0,"@JetBlue That makes sense. It sucks, though, because now I'll be stuck in the airport for 5+ hours and Late Flight to my meeting.",,2015-02-17 20:23:34 -0800,"Provo, UT",Central Time (US & Canada) 567899906150703104,positive,1.0,,,Delta,,mypumpkinheads,,0,@JetBlue thank you for help and quick response,,2015-02-17 20:14:23 -0800,,Eastern Time (US & Canada) 567897563065511936,neutral,0.6421,,,Delta,,JetBlueNews,,0,@JetBlue's new CEO seeks the right balance to please passengers and Wall ... - Daily Journal http://t.co/bTb4awQtln,,2015-02-17 20:05:04 -0800,USA,Sydney 567897030934269952,neutral,1.0,,,Delta,,mypumpkinheads,,0,@JetBlue flight 705. EWR to FLL,,2015-02-17 20:02:57 -0800,,Eastern Time (US & Canada) 567896250013601792,neutral,1.0,,,Delta,,SpiritED_Dixon,,0,@JetBlue @KleinErin Hi! Know a pastor or homeschool mom who might like SpiritED? Have 'em contact me on Prefundia:http://t.co/jRbZLHRW7y,,2015-02-17 19:59:51 -0800,USA, 567895874598215680,neutral,1.0,,,Delta,,mypumpkinheads,,0,@JetBlue don't know if u define that as a #ControllableIrregularity,,2015-02-17 19:58:22 -0800,,Eastern Time (US & Canada) 567895664769785856,negative,0.7018,Cancelled Flight,0.3814,Delta,,mypumpkinheads,,0,@JetBlue the gate agent said our original plane got de-icing fluid in the engine that created a short so they took the plane out of service,,2015-02-17 19:57:32 -0800,,Eastern Time (US & Canada) 567894002286096384,positive,0.6671,,0.0,Delta,,fanmla1,,0,"@JetBlue big shoutout to the crews on 2017 Bos>jfk & 486 jfk>roc, & gate crews at c19 Bos & 6 jfk. Long day of delays made better by them!",,2015-02-17 19:50:55 -0800,,Eastern Time (US & Canada) 567893822585327616,negative,1.0,Late Flight,1.0,Delta,,mypumpkinheads,,0,@JetBlue 6 hour delay. Supposed to land at 9pm now it's 3am. Still not boarding. #EpicFail,,2015-02-17 19:50:12 -0800,,Eastern Time (US & Canada) 567892715603652608,positive,0.6304,,,Delta,,Denaroche,,0,@Jetblue first airline to use #applepay in flight #airlines,,2015-02-17 19:45:48 -0800,Scottsdale,Pacific Time (US & Canada) 567892508987908096,negative,1.0,Can't Tell,0.6529,Delta,,BFontanilla,,0,@JetBlue I hope your system wasn't hacked cause someone else's passport info was on my reservation & I couldn't get my boarding pass,,2015-02-17 19:44:59 -0800,"Orange County, USA",Pacific Time (US & Canada) 567891805867483136,positive,0.6411,,0.0,Delta,,reidcappel,,0,@JetBlue Thanks for having us hang out at Tampa Airport forever today!!! It's really been an awesome experience,,2015-02-17 19:42:12 -0800,"New Vernon, NJ",Eastern Time (US & Canada) 567890265416945664,neutral,0.6925,,,Delta,,JetBlueNews,,0,@JetBlue's new CEO seeks the right balance to please passengers and Wall ... - Alaska Highway News http://t.co/tynchOeLac,,2015-02-17 19:36:04 -0800,USA,Sydney 567887437826908160,negative,1.0,Late Flight,1.0,Delta,,TranquillityIW,,0,"@JetBlue honestly I’m glad you didn’t Cancelled Flight the flight, just that I’ll be driving home at 3-4 am now. :/",,2015-02-17 19:24:50 -0800,Somewhere in between,Eastern Time (US & Canada) 567887326350811137,negative,1.0,Lost Luggage,1.0,Delta,,Trufflebaby2,,0,@JetBlue bag just delivered and items have been stolen. At first look - my Kate spade bag and bottle of spiced rum! Wtf!!,,2015-02-17 19:24:24 -0800,, 567885370064506880,negative,1.0,Cancelled Flight,1.0,Delta,negative,dannygilbs,Cancelled Flight,0,"@JetBlue I'm disappointed my flight was Cancelled Flighted, mostly because I was excited to listen to the song ""I'm Blue"" while flying on JetBlue.",,2015-02-17 19:16:37 -0800,"New York, NY",Eastern Time (US & Canada) 567880900358311936,positive,1.0,,,Delta,,odie488,,0,@JetBlue @Leopolds_IC No but my friend in the picture - Phillip Heller (JFK IFC) did and he said it was delicious!,,2015-02-17 18:58:52 -0800,,Central Time (US & Canada) 567879331810246656,negative,1.0,Late Flight,1.0,Delta,,GraceLavigne,,0,"@JetBlue flight delayed 3x(!) and still not taking off on time, & greeting me at my seat (yes it's gum & garbage): http://t.co/n9hmcrJChb",,2015-02-17 18:52:38 -0800,,Eastern Time (US & Canada) 567878078782898176,positive,1.0,,,Delta,,MoniqueRose18,,0,@JetBlue Awesome thanks! Thanks for the quick response. You guys ROCK! :),,2015-02-17 18:47:39 -0800,Boston, 567876244722814976,neutral,1.0,,,Delta,,Trufflebaby2,,0,@JetBlue sent,,2015-02-17 18:40:22 -0800,, 567875974869680128,positive,0.6989,,,Delta,,cindylouwho821,,0,@JetBlue app just reminded me I will be flying to #FLL in 2 weeks. #ChillyCVZ #ThankGoodness @mypompanobeach #family #friends #sunshine,,2015-02-17 18:39:17 -0800,"Washington, DC",Central Time (US & Canada) 567875922906456064,neutral,1.0,,,Delta,,MoniqueRose18,,0,@JetBlue Sure! Email screenshot below. Link: https://t.co/soiQrN19aj http://t.co/IbVvTzLS4E,,2015-02-17 18:39:05 -0800,Boston, 567874970463780864,positive,1.0,,,Delta,,Krocheima,,0,@JetBlue I just wanted to say flight attendant fitz was the best tonight on flight #1326 bwi/Bos. Great guy and made the flight fantastic!,,2015-02-17 18:35:18 -0800,Bahhhston.,Eastern Time (US & Canada) 567874858815733761,negative,0.6465,Lost Luggage,0.6465,Delta,,Trufflebaby2,,0,@JetBlue bag is supposedly here in Boston,,2015-02-17 18:34:51 -0800,, 567874505881845760,neutral,1.0,,,Delta,,MoniqueRose18,,0,@JetBlue Received an invitation to participate in e-rewards. Is this legit from JetBlue? Just double checking bc the site looked different.,,2015-02-17 18:33:27 -0800,Boston, 567873801653997569,negative,0.6476,Lost Luggage,0.6476,Delta,,Trufflebaby2,,0,@JetBlue I don't know- no one would tell me where they were coming from - I would guess so as that's where we had all the changes to flights,,2015-02-17 18:30:39 -0800,, 567873229055991808,negative,0.6987,Lost Luggage,0.3493,Delta,,Trufflebaby2,,0,@JetBlue I get Sunday due to weather and ok Monday they're busy but this is crazy,,2015-02-17 18:28:23 -0800,, 567873087108161536,neutral,1.0,,,Delta,,Trufflebaby2,,0,@JetBlue I have the emails that they are on their way,,2015-02-17 18:27:49 -0800,, 567873006501888000,negative,1.0,Flight Attendant Complaints,0.6544,Delta,,mellamommy,,0,@JetBlue supervisor humiliated us and was uncompromising. We were completely blindsided!,,2015-02-17 18:27:29 -0800,, 567872392116191233,negative,0.6504,Flight Booking Problems,0.3418,Delta,,mellamommy,,0,@JetBlue offered to pay for tix at the airport BC we were never told that our reservation didn't go through. Was told I could pay $2275 pp.,,2015-02-17 18:25:03 -0800,, 567872361304821760,negative,1.0,Can't Tell,0.6495,Delta,,Trufflebaby2,,0,@JetBlue right now completely pissed off,,2015-02-17 18:24:56 -0800,, 567872267910262784,negative,1.0,Lost Luggage,0.6512,Delta,,Trufflebaby2,,0,"@JetBlue I've had no shampoo, no winter coat no deodorant no flatiron and the rest if my stuff since sat",,2015-02-17 18:24:33 -0800,, 567872077899763712,negative,1.0,Customer Service Issue,0.6682,Delta,,mellamommy,,0,@JetBlue my SIL bought tix for us to NYC. We were told at the gate that her cc was declined. Supervisor accused us of illegal activity.,,2015-02-17 18:23:48 -0800,, 567872044030918657,negative,1.0,Customer Service Issue,1.0,Delta,,Trufflebaby2,,0,@JetBlue dispatcher keeps yelling and hung up on me!,,2015-02-17 18:23:40 -0800,, 567871911960645632,negative,0.6252,Customer Service Issue,0.3307,Delta,,Trufflebaby2,,0,@JetBlue now when I call it's still at the warehouse and might be going out tonight,,2015-02-17 18:23:09 -0800,, 567871783107452930,negative,1.0,Late Flight,0.6675,Delta,,Trufflebaby2,,0,@JetBlue they couldn't do it sun then it was supposed to be mon after 6pm then today from 11 to 3 then from 6 to 8,,2015-02-17 18:22:38 -0800,, 567869962800472064,negative,1.0,Bad Flight,1.0,Delta,,Mister_17_5,,0,@JetBlue flight from DCA to BOS has no heat #OhNo #BundleUp #Leastthebeverageswillbecold,,2015-02-17 18:15:24 -0800,,Eastern Time (US & Canada) 567868027376517121,neutral,1.0,,,Delta,,PaulRivera88,,0,@JetBlue yep it's for tomorrow.,,2015-02-17 18:07:42 -0800,,Eastern Time (US & Canada) 567867483622748160,negative,1.0,Customer Service Issue,0.654,Delta,,Analystdoc,,0,“@JetBlue: @Analystdoc Unfortunately that's not an available option with our current system. Sorry guys. That's a certain #fail Fix it plz.,,2015-02-17 18:05:33 -0800,"Greenwich, CT", 567864793404555264,negative,1.0,Customer Service Issue,0.66,Delta,,mellamommy,,0,"@JetBlue received horrible customer service at LAX on 2/11. Reservation Cancelled Flighted without notification, despite having confirmation number.",,2015-02-17 17:54:51 -0800,, 567864588521381888,negative,1.0,Cancelled Flight,1.0,Delta,,knfitzpa,,0,"@JetBlue flight was Cancelled Flighted. Do I need to file a claim for the $50 credit I'm entitled to per yr bill of rights, or will it just be issued?",,2015-02-17 17:54:02 -0800,,Eastern Time (US & Canada) 567864058742845440,negative,1.0,Customer Service Issue,1.0,Delta,,Analystdoc,,0,"@JetBlue Why not just take her info in the beginning and if cut off, call back? We do that in my medical practice. We are frequent flyers :(",,2015-02-17 17:51:56 -0800,"Greenwich, CT", 567862754557759488,positive,1.0,,,Delta,,katie654,,0,@JetBlue is definitely my new favorite airline.,,2015-02-17 17:46:45 -0800,, 567862628460158976,positive,0.6947,,,Delta,,gmggonzalez,,0,@JetBlue I will try that. Thanks! If all else fails I will just do the old fashioned method tomorrow morning.,,2015-02-17 17:46:15 -0800,,Eastern Time (US & Canada) 567861067088596993,neutral,1.0,,,Delta,,gmggonzalez,,0,@JetBlue all up to date. Can't update via Google play.,,2015-02-17 17:40:03 -0800,,Eastern Time (US & Canada) 567860450676903936,negative,1.0,Customer Service Issue,0.6596,Delta,,gmggonzalez,,0,@JetBlue Are there issues with the mobile boarding passes? My app keeps crashing when I try accessing. Thanks!,,2015-02-17 17:37:36 -0800,,Eastern Time (US & Canada) 567860067602558977,neutral,0.6669,,,Delta,,JetBlueNews,,0,@JetBlue becomes first #airline to accept #Apple Pay - Future #Travel Experience http://t.co/czOr4nyh9n,,2015-02-17 17:36:05 -0800,USA,Sydney 567857135066963968,negative,1.0,Can't Tell,0.3417,Delta,,techyheads,,0,"@JetBlue well, your new baggage fees, fare structures and reduced legroom has turned you into every other hated carrier in the US. Congrats",,2015-02-17 17:24:25 -0800,,Eastern Time (US & Canada) 567856962521661440,positive,1.0,,,Delta,,NYC_JaneDoe,,0,@JetBlue Thank you for your excellent customer service - resolved issue quickly.,,2015-02-17 17:23:44 -0800,"Long Island, NY",Eastern Time (US & Canada) 567856400522563584,negative,1.0,Can't Tell,0.3441,Delta,,Nickymkirk,,0,"@JetBlue yes, well they are operating outside of your terminal and targeting vulnerable passengers. No better than thieves.",,2015-02-17 17:21:30 -0800,Dorado, 567856127246999552,negative,0.6678,Customer Service Issue,0.6678,Delta,,knfitzpa,,0,@JetBlue that's not an option for us. So how can we help each other fix this? I would've made the change earlier if given accurate info.,,2015-02-17 17:20:25 -0800,,Eastern Time (US & Canada) 567855566590255105,negative,1.0,Cancelled Flight,1.0,Delta,,knfitzpa,,0,"@JetBlue well, now saying our flight is going to be Cancelled Flighted & that by not changing earlier, we missed our chance to get out tomorrow. 1/2",,2015-02-17 17:18:11 -0800,,Eastern Time (US & Canada) 567853709100720128,negative,1.0,Flight Attendant Complaints,1.0,Delta,,brian_cristiano,,0,@JetBlue tell your employees that!,,2015-02-17 17:10:49 -0800,"New York, New York",Eastern Time (US & Canada) 567853054348754944,negative,1.0,Late Flight,0.3429,Delta,,Analystdoc,,0,"@JetBlue even @Citi responded quicker via Twitter when they #fail.... Still on hold, hoping no one books the flight..... @JetBlue #fail",,2015-02-17 17:08:13 -0800,"Greenwich, CT", 567853001534210049,negative,0.67,Customer Service Issue,0.34,Delta,,brian_cristiano,,0,@JetBlue ah yes. Put the bags on the floor instead of the overhead bin so no one trips. #safetyfirst #sarcasm,,2015-02-17 17:08:00 -0800,"New York, New York",Eastern Time (US & Canada) 567852550512181248,negative,0.6616,Can't Tell,0.3384,Delta,,Nickymkirk,,0,@JetBlue where exactly can I leave a note,"[18.44643543, -66.28345755]",2015-02-17 17:06:12 -0800,Dorado, 567852264099999744,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue Accepting #Apple Pay - Mobile Enterprise http://t.co/Ci5cfrlqBe,,2015-02-17 17:05:04 -0800,USA,Sydney 567851942627577856,negative,1.0,Customer Service Issue,0.6808,Delta,,Analystdoc,,0,"@JetBlue Guys, really bad @JetBlue #fail . Someone better call my wife back to get this handled. 203-382-3312 while she waits on hold....",,2015-02-17 17:03:47 -0800,"Greenwich, CT", 567851561474383873,negative,1.0,Customer Service Issue,0.6803,Delta,,Analystdoc,,0,@JetBlue #fail My wife on the phone asking to switch flight times. In mid switch gets disconnected. Now Cancelled Flightled! No new time! No call back,,2015-02-17 17:02:17 -0800,"Greenwich, CT", 567849376925618176,positive,0.6621,,,Delta,,DonnellyVJ,,0,@JetBlue That's great! Thank you.,,2015-02-17 16:53:36 -0800,, 567848716738011136,negative,1.0,Customer Service Issue,0.3556,Delta,,Nickymkirk,,0,@JetBlue they tried to have us towed. Do you think I'll be flying out of your terminal again? Risk of $75 fine from corrupt police official,,2015-02-17 16:50:58 -0800,Dorado, 567848437992984576,neutral,1.0,,,Delta,,tom_brant,,1,@JetBlue selfie on the flight 83 from #JFK to #Orlando . With @Supertzar85 http://t.co/QRANZImHTr,,2015-02-17 16:49:52 -0800,"Southbury, CT", 567848171155496960,negative,0.6551,Can't Tell,0.3449,Delta,,Nickymkirk,,0,@JetBlue ticket issued whilst delivering your customers.,,2015-02-17 16:48:48 -0800,Dorado, 567848084572532736,negative,1.0,Can't Tell,0.6899,Delta,,Nickymkirk,,0,"@JetBlue understand that, but this policy of targeting your passengers is not good for business and should be addressed with security",,2015-02-17 16:48:28 -0800,Dorado, 567847163465764864,negative,1.0,Customer Service Issue,1.0,Delta,,brian_cristiano,,0,Always been a @JetBlue fan but maybe next time I'll fly @VirginAmerica for real customer service.,,2015-02-17 16:44:48 -0800,"New York, New York",Eastern Time (US & Canada) 567846268090740737,positive,1.0,,,Delta,,TriRacer429,,0,@JetBlue I agree!!! If only there was a frequent tweeter discount so I could fly to see more friends! 😀@Tinman2IronMan @meggersrocks,,2015-02-17 16:41:15 -0800,"Arlington, Virginia ", 567846026507390976,negative,0.6363,Can't Tell,0.3417,Delta,,MerrickRealtor,,0,@JetBlue understood ... but could I go and put myself on the standby list 5 hours prior to my flight?,,2015-02-17 16:40:17 -0800,Merrick,America/New_York 567845998166339584,negative,1.0,Bad Flight,1.0,Delta,,DonnellyVJ,,0,@JetBlue the whole plane. Hoping for better luck on the return flight Sunday.,,2015-02-17 16:40:10 -0800,, 567845382102859777,negative,1.0,Bad Flight,0.3535,Delta,,brian_cristiano,,0,"@JetBlue so I'm penalized for packing lightly, having 1 bag and paying extra for a seat?",,2015-02-17 16:37:43 -0800,"New York, New York",Eastern Time (US & Canada) 567845089508233217,negative,1.0,Can't Tell,1.0,Delta,,Nickymkirk,,0,"@JetBlue dropping passengers with small baby and 3 infants at your San Juan terminal. As unloading baby, officer writes me ticket for $75","[18.4465457, -66.28316651]",2015-02-17 16:36:34 -0800,Dorado, 567843889748418560,negative,1.0,Bad Flight,1.0,Delta,,DonnellyVJ,,0,@JetBlue the TV. Wifi was spotty. It's just a nice feature for a X country flight. Still won't keep us away #lovejetblue,,2015-02-17 16:31:48 -0800,, 567843811990376449,negative,0.649,Flight Booking Problems,0.3325,Delta,,MerrickRealtor,,0,@JetBlue so technically I could drive to JFK now and put in. Request for tomorrow's flight?,,2015-02-17 16:31:29 -0800,Merrick,America/New_York 567842726861021184,negative,1.0,Can't Tell,0.34700000000000003,Delta,,brian_cristiano,,0,@JetBlue why did I pay for extra space to be forced to put my backpack under my seat? Its my only bag. Flight 135. Unprofessional.,,2015-02-17 16:27:10 -0800,"New York, New York",Eastern Time (US & Canada) 567842661463240704,negative,1.0,Bad Flight,0.6799,Delta,,DonnellyVJ,,0,@JetBlue we were on b6 619 this morning from Boston to beautiful San Diego. We really were bummed the satellite was broken. :(,"[32.99815682, -117.17405196]",2015-02-17 16:26:55 -0800,, 567842593440145408,neutral,1.0,,,Delta,,MerrickRealtor,,0,@JetBlue knew that ... has to be done at the Gate correct? If so what time does gate open,,2015-02-17 16:26:38 -0800,Merrick,America/New_York 567841828411551744,positive,0.6832,,,Delta,,StacyCrossB6,,1,"@jetblue #philly lost and read program - Our customers get hot tea, great crewmembers, top notch info & now #BOOKS! http://t.co/9rAGncw2Bk",,2015-02-17 16:23:36 -0800,Philadelphia,Eastern Time (US & Canada) 567837218628362241,neutral,1.0,,,Delta,,DontenPhoto,,0,"@JetBlue Flight 152 (N559JB) ""Here's Looking at Blue Kid"" departs @MCO enroute to @BostonLogan http://t.co/qeaDA92MW6",,2015-02-17 16:05:17 -0800,"Englewood, Florida",Eastern Time (US & Canada) 567837023014273024,neutral,0.6688,,,Delta,,jonsik1952,,0,"@JetBlue. Punta Cana, to enjoy weather n see my wifes family",,2015-02-17 16:04:30 -0800,, 567836728100200449,positive,0.6544,,,Delta,,TSAmedia_RossF,,0,@JetBlue And we are glad to see what is going on and fix! @ProfessorpaUL15: please DM me your confirmation # so we can check.,,2015-02-17 16:03:20 -0800,"Washington, D.C.",Eastern Time (US & Canada) 567836310775324672,negative,1.0,Can't Tell,1.0,Delta,,44riggins44,,0,@JetBlue just lost my business Enjoy your profits,,2015-02-17 16:01:41 -0800,boston, 567836118181277696,negative,1.0,Can't Tell,1.0,Delta,,44riggins44,,0,@JetBlue I would drive 2 1/2 hours to jfk to board JetBlue to Vegas instead of closer Hartford airport. Cramming more seats on plane.NO MORE,,2015-02-17 16:00:55 -0800,boston, 567831806944223232,neutral,0.6472,,0.0,Delta,,ProfessorpaUL15,,0,@JetBlue - I will for sure. But my TSA-Pre works with other airlines. Why is Jetblue different?,"[0.0, 0.0]",2015-02-17 15:43:47 -0800,,Atlantic Time (Canada) 567831434838159360,positive,0.6647,,,Delta,,kimbetech,,0,@JetBlue will call. Thank you!,,2015-02-17 15:42:18 -0800,NYC,Eastern Time (US & Canada) 567831392526036992,negative,1.0,Flight Attendant Complaints,0.6531,Delta,,kimbetech,,0,"@JetBlue yes, today. Flight is full now. They said no to me at gate :(",,2015-02-17 15:42:08 -0800,NYC,Eastern Time (US & Canada) 567830303121870848,neutral,0.6837,,0.0,Delta,,dedemoore89,,0,@JetBlue Are departing flights from Boston heavily delayed? Flying out tomorrow morning ...,,2015-02-17 15:37:48 -0800,, 567829349727211521,positive,0.6556,,0.0,Delta,,soflalegaljobs,,0,@JetBlue Still love you guys. But get me to Vegas already! ☀️🌴✈️🍸🎲,,2015-02-17 15:34:01 -0800,"Miami, FL ",Eastern Time (US & Canada) 567829088380919809,positive,0.6546,,0.0,Delta,,kurianbk,,0,@JetBlue Gary who is serving us at FLL airport counter is really TRUE BLUE! Makes me feel at home even when a JetBlue flight is delayedl,,2015-02-17 15:32:59 -0800,"Boston, MA", 567828425278283777,neutral,0.6451,,0.0,Delta,,kimbetech,,0,@jetblue is there no way to switch to earlier flight to JFK even if I checked a bag?,,2015-02-17 15:30:20 -0800,NYC,Eastern Time (US & Canada) 567827488736419840,negative,1.0,Late Flight,0.665,Delta,,JoanIngerman,,0,@JetBlue this is not a flight delay this is horrible planning on Jet Blue!!! #jetblue,,2015-02-17 15:26:37 -0800,,Central Time (US & Canada) 567827091409092608,negative,1.0,Late Flight,1.0,Delta,,JoanIngerman,,0,@JetBlue insane the craziness I've seen with Jet Blue today at Newark Delayed 3 hours and now we are waiting for a Pilot!! #jetblue,,2015-02-17 15:25:02 -0800,,Central Time (US & Canada) 567826599270416385,neutral,1.0,,,Delta,,brandongutman,,0,@JetBlue Hi! Does my upcoming flight 2168 from West Palm to HPN have Fly-Fi?,,2015-02-17 15:23:05 -0800,"New York, NY",Eastern Time (US & Canada) 567825891209912320,positive,1.0,,,Delta,,carleycalla,,0,@JetBlue tried again. Lovely customer service. Thank you!,,2015-02-17 15:20:16 -0800,"Boston, Massachusetts",Mountain Time (US & Canada) 567824260207738880,positive,1.0,,,Delta,,reenapilgrim,,0,@JetBlue so happy you can accommodate peanut/treenut allergies on flight! 1st online cover from air provider,,2015-02-17 15:13:47 -0800,, 567821839784939520,positive,1.0,,,Delta,,TSAmedia_RossF,,0,@JetBlue @ProfessorpaUL15 Always happy to help!,,2015-02-17 15:04:10 -0800,"Washington, D.C.",Eastern Time (US & Canada) 567821528424845312,positive,0.6804,,0.0,Delta,,mrsmjem,,0,"@JetBlue we have just landed, thank you anyway. Btw, flight staff on flight 654 were wonderful despite their full day and heavy load.",,2015-02-17 15:02:56 -0800,CT,Quito 567818543569317888,negative,1.0,Late Flight,1.0,Delta,,bioldame491,,0,"@JetBlue we are delayed, until he arrives",,2015-02-17 14:51:05 -0800,"New York, NY",Eastern Time (US & Canada) 567818156607074304,negative,0.6341,Late Flight,0.6341,Delta,,luisauraalvarez,,0,@JetBlue @EllaHenderson the highlight of being delayed #freeconcert,,2015-02-17 14:49:32 -0800,❤,Eastern Time (US & Canada) 567817897893982208,negative,0.6491,Can't Tell,0.3394,Delta,,luisauraalvarez,,0,@JetBlue whose performing at T5,,2015-02-17 14:48:31 -0800,❤,Eastern Time (US & Canada) 567817476144242688,neutral,1.0,,,Delta,,ejz71,,0,@JetBlue Is it only $50 for my 2nd bag? 1st bag too full..,,2015-02-17 14:46:50 -0800,plymouth , 567816742300356608,negative,1.0,Late Flight,0.6989,Delta,,bioldame491,,0,"@JetBlue flight 894, first officer not even at the airport wow!!!!!! Unreal, staff waited until we all boarded to announce we are delayed.",,2015-02-17 14:43:55 -0800,"New York, NY",Eastern Time (US & Canada) 567814769077436416,positive,0.6591,,,Delta,,JetBlueNews,,0,@JetBlue's CEO battles to appease passengers and Wall Street - http://t.co/uy28D1UEgX http://t.co/vJFV7KSGcQ,,2015-02-17 14:36:05 -0800,USA,Sydney 567814010914222080,negative,1.0,Customer Service Issue,0.6679999999999999,Delta,,ProfessorpaUL15,,0,@JetBlue - why does my TSA-pre work with every airline BUT you? I pay good money for that. Spent 30 mins on phone to fix to zero success.,"[42.36604659, -71.01573889]",2015-02-17 14:33:04 -0800,,Atlantic Time (Canada) 567813515353804801,neutral,0.6535,,,Delta,,heatherdopson,,0,"@JetBlue That's right! :) Game, set, match.",,2015-02-17 14:31:06 -0800,Jetsetter ✈, 567813437003411456,negative,1.0,Customer Service Issue,1.0,Delta,,ThePRCloset,,0,"@JetBlue yes, 3 times. I need some one to call me and help me change a flight. I can't do online. Thanks.",,2015-02-17 14:30:47 -0800,New York City,Eastern Time (US & Canada) 567812799767003136,negative,1.0,Lost Luggage,1.0,Delta,,edgarsantana,,0,@JetBlue pls send an IT tech 2 baggage office. Poor guy is trying 2 print my claim & can't. I need 2 get home. Upgrade 2 @HP printers MFPs,,2015-02-17 14:28:15 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 567811776566542336,positive,0.6559,,,Delta,,Lynnche324,,1,@JetBlue @vincenzolandino @CBarrows You take to me places @united simply can't...like non-stop to St. Lucia.,,2015-02-17 14:24:11 -0800,"Jersey City, NJ ", 567810786576576512,neutral,1.0,,,Delta,,DontenPhoto,,0,"@JetBlue Flight 1133 (N353JB) ""Blue La La"" departs @mco enroute to San Juan International Airport http://t.co/SWZm2fX3nu",,2015-02-17 14:20:15 -0800,"Englewood, Florida",Eastern Time (US & Canada) 567810683485753344,positive,1.0,,,Delta,,vincenzolandino,,0,@JetBlue this makes me happy. I hope these aren't empty promises.,,2015-02-17 14:19:51 -0800,NYC | CT,Eastern Time (US & Canada) 567810661372424193,negative,1.0,Customer Service Issue,1.0,Delta,,ThePRCloset,,0,@JetBlue dropped 3x in past hour,,2015-02-17 14:19:45 -0800,New York City,Eastern Time (US & Canada) 567810573002620928,neutral,0.6612,,,Delta,,vincenzolandino,,0,"seriously, I want to work on the JetBlue social team RT @JetBlue: @vincenzolandino http://t.co/eiGaJyzcW2",,2015-02-17 14:19:24 -0800,NYC | CT,Eastern Time (US & Canada) 567808748711051264,neutral,1.0,,,Delta,,CBarrows,,0,@JetBlue Call me when you do and we’ll have to hook up!,"[0.0, 0.0]",2015-02-17 14:12:09 -0800,"Wayne, NJ",Eastern Time (US & Canada) 567808067237326848,negative,1.0,Customer Service Issue,1.0,Delta,,ThePRCloset,,0,@JetBlue Ive called you 3 x & waited on hold 10 min each time to be disconnected each time. Enraging! I need to speak to someone! #help,,2015-02-17 14:09:27 -0800,New York City,Eastern Time (US & Canada) 567808014725464064,neutral,1.0,,,Delta,,bmk266,,0,@JetBlue the USA help line. i accidentally booked a flight on a thursday instead of a wednesday and want to switch,,2015-02-17 14:09:14 -0800,,Quito 567807844687577089,neutral,1.0,,,Delta,,CBarrows,,0,@JetBlue If you have well-priced flights to #Oahu - we could be best friends. @vincenzolandino,"[0.0, 0.0]",2015-02-17 14:08:34 -0800,"Wayne, NJ",Eastern Time (US & Canada) 567807693534031872,positive,1.0,,,Delta,,vincenzolandino,,0,@JetBlue we don't need anybody else!,,2015-02-17 14:07:58 -0800,NYC | CT,Eastern Time (US & Canada) 567807375667912704,negative,1.0,Late Flight,1.0,Delta,,Tubulus,,0,@jetblue any idea where the plane for flight 672 is coming from? I thought flight 305 from JFK but that wouldn't explain delay.,,2015-02-17 14:06:42 -0800,,Atlantic Time (Canada) 567807333498355713,neutral,0.6773,,0.0,Delta,,RuizRichard,,0,"@JetBlue It's for me, I spoke with a rep on the phone who suggested I ""Voice a concern"" via ""Email us"" on your site. I did a few moments ago",,2015-02-17 14:06:32 -0800,"Miramar, Florida",Eastern Time (US & Canada) 567807269707206657,negative,1.0,Lost Luggage,1.0,Delta,,edgarsantana,,0,"@JetBlue pls find my bag, I need 2 get home! Very frustrating. Hope my bag is somewhere in @NY_NJairports. Leaving the #jfk w/o my luggage.",,2015-02-17 14:06:17 -0800,"ÜT: 40.96513,-73.872957",Eastern Time (US & Canada) 567807014388154368,negative,1.0,Customer Service Issue,1.0,Delta,,bmk266,,0,"@JetBlue tried calling multiple times, i just wait and when it finally connects i get hung up on",,2015-02-17 14:05:16 -0800,,Quito 567806964832460800,neutral,0.6837,,0.0,Delta,,JetBlueNews,,0,@JetBlue Airways Sees Significant Drop in Short Interest (JBLU) - Mideast Time http://t.co/SSBaUJtOuW,,2015-02-17 14:05:04 -0800,USA,Sydney 567805458053099520,neutral,0.3819,,0.0,Delta,,HAbbott4,,0,@JetBlue No not yet. I will notify them. I'm new at this! 😊,,2015-02-17 13:59:05 -0800,NY,Eastern Time (US & Canada) 567803467282046976,positive,0.6625,,,Delta,,thereal_SNL,,0,@JetBlue thanks!,,2015-02-17 13:51:10 -0800,District of Columbia,Eastern Time (US & Canada) 567803109687443456,neutral,0.6563,,,Delta,,ChicDisheveled,,0,"@JetBlue don't worry, I'm gonna share with my row! 😁","[40.64784472, -73.77710687]",2015-02-17 13:49:45 -0800,"San Diego, CA",Arizona 567802194155565056,positive,1.0,,,Delta,,vincenzolandino,,0,First base already? I like your style @JetBlue,,2015-02-17 13:46:06 -0800,NYC | CT,Eastern Time (US & Canada) 567801642633162753,negative,1.0,Customer Service Issue,1.0,Delta,,carleycalla,,0,"@JetBlue Hold for 15 min, a couple of rings, then ""mailbox has not been set up yet."" Customer service forwarding to their cell phones? C'mon",,2015-02-17 13:43:55 -0800,"Boston, Massachusetts",Mountain Time (US & Canada) 567801569157324800,neutral,0.6805,,0.0,Delta,,HAbbott4,,0,@JetBlue Does your home airport not count in the badge system? My TB account says 2 flights but I've taken 3 this year.,,2015-02-17 13:43:37 -0800,NY,Eastern Time (US & Canada) 567801567630618624,neutral,0.6664,,0.0,Delta,,thereal_SNL,,0,@JetBlue is bag check cut off 30 minutes before the original departure time or the estimated time shown online?,,2015-02-17 13:43:37 -0800,District of Columbia,Eastern Time (US & Canada) 567801343861092352,neutral,1.0,,,Delta,,vincenzolandino,,0,"@JetBlue I know where you guys jet! LOL, but if you love me so much, help a brother out :) Hot weather, great nightlife, 2-3 hour flight",,2015-02-17 13:42:44 -0800,NYC | CT,Eastern Time (US & Canada) 567799665061576704,neutral,0.6691,,,Delta,,JetBlueNews,,0,@JetBlue Airways Adds New Charter #Flight to Cuba - #Travel Wires (blog) http://t.co/Swb1gR57Cc,,2015-02-17 13:36:04 -0800,USA,Sydney 567799518448848897,neutral,0.6733,,,Delta,,vincenzolandino,,0,"Aww, is it? @JetBlue I guess now I need to book a flight to somewhere warm ASAP! Any suggestions?",,2015-02-17 13:35:29 -0800,NYC | CT,Eastern Time (US & Canada) 567798973008994304,positive,1.0,,,Delta,,gigiri27,,0,@JetBlue love traveling with Jetblue. Cant wait to go to Paris oui oui!!! NYC was awesomeee!,,2015-02-17 13:33:19 -0800,, 567797436652199936,negative,1.0,Customer Service Issue,1.0,Delta,,phil0616,,0,"@JetBlue But if customer service ment anything to you.... you would try. Quoting policy is never effective customer service.",,2015-02-17 13:27:12 -0800,"Florida, USA", 567796079446745088,neutral,0.6645,,,Delta,,stephyilmaz,,0,@JetBlue thank you. Is there a possibility it will change?,,2015-02-17 13:21:49 -0800,Long Island,Pacific Time (US & Canada) 567796029056385024,positive,0.6667,,,Delta,,janj757,,0,@JetBlue thanks!,,2015-02-17 13:21:37 -0800,North Carolina,Eastern Time (US & Canada) 567795784876589057,neutral,1.0,,,Delta,,aronschoenfeld,,0,@JetBlue are we good?,,2015-02-17 13:20:38 -0800,"Queens, NY",Eastern Time (US & Canada) 567795026307325952,positive,1.0,,,Delta,,SOBtweets,,0,@JetBlue thanks for the upgrade😉!! so far so good. #KeepItUp http://t.co/BKmfeY7QOL,,2015-02-17 13:17:38 -0800,, 567794802394406912,positive,1.0,,,Delta,,CinziannaP,,0,@JetBlue @CinziannaP thank you! I like the quick response on Twitter!,,2015-02-17 13:16:44 -0800,,Eastern Time (US & Canada) 567794198095872001,positive,1.0,,,Delta,,Cinnabon,,1,@JetBlue This could be the beginning of a BLUEtiful relationship :) #lifeneedsfrosting,,2015-02-17 13:14:20 -0800,,Eastern Time (US & Canada) 567793799590854656,negative,0.679,Can't Tell,0.3624,Delta,,phil0616,,0,"@JetBlue Apparently not.",,2015-02-17 13:12:45 -0800,"Florida, USA", 567792966690168832,negative,1.0,Late Flight,1.0,Delta,,stephyilmaz,,0,@JetBlue why are we delayed :( flight 1601,"[40.64656067, -73.78334045]",2015-02-17 13:09:26 -0800,Long Island,Pacific Time (US & Canada) 567792296654299137,negative,1.0,Customer Service Issue,0.6652,Delta,,billykaos,,0,"@JetBlue continue button generated a trip to ""plan your trip page"" regardless of how far along I was in Flight Booking Problems process hint: the end of it","[0.0, 0.0]",2015-02-17 13:06:47 -0800,Boston,Eastern Time (US & Canada) 567790133224681472,neutral,1.0,,,Delta,,fromtheleftseat,,0,@JetBlue marks 15th birthday with @Airbus #A320 painted in 'Blumanity' paint job http://t.co/9vTFM7kNad,,2015-02-17 12:58:11 -0800,Phoenix AZ,Arizona 567789001374183424,neutral,1.0,,,Delta,,jprfilms_jpr,,0,"@JetBlue I would fly to Washington DC to see the actual Constitution and the Declaration of Independence, in honor of a US Navy friend.",,2015-02-17 12:53:41 -0800,"Boston, Ma.", 567785752751505412,neutral,1.0,,,Delta,,janj757,,0,@JetBlue what is the name of this tailfin? http://t.co/qxV45MV0Ug,,2015-02-17 12:40:47 -0800,North Carolina,Eastern Time (US & Canada) 567784566614540289,neutral,0.6584,,0.0,Delta,,JetBlueNews,,0,@JetBlue's new CEO Robin Hayes battles to appease passengers and Wall Street - Business In Savannah http://t.co/KKAY8XaPs1,,2015-02-17 12:36:04 -0800,USA,Sydney 567783892711526400,neutral,1.0,,,Delta,,orchid8,,0,“@JetBlue: We’re looking for our next #FlyingItForward flier from DC Tell us where you'd fly & why http://t.co/MCSI0dzpnz” @geekandahalf,,2015-02-17 12:33:23 -0800,"Austin, Texas, USA",Central Time (US & Canada) 567783456420012032,positive,1.0,,,Delta,,FoppishDork,,0,@JetBlue Haha you're doing everything right! Don't change a thing! Slash this Twitter engagement just makes you even cooler! #bestairline,,2015-02-17 12:31:39 -0800,, 567781694183186432,positive,0.664,,,Delta,,gczark,,0,@JetBlue thank you. Just sent msg.,,2015-02-17 12:24:39 -0800,"New York, NY",Eastern Time (US & Canada) 567781607797305345,neutral,1.0,,,Delta,,ToriThatMexican,,0,@JetBlue I did get the email. Thought i wasn't supposed to reply to those😂,"[46.16798631, -122.96616783]",2015-02-17 12:24:18 -0800,pnw,Arizona 567780486978609152,neutral,0.6377,,,Delta,,ToriThatMexican,,0,@JetBlue I applied for a job at PDW where could I go for follow up. I'd really love the job #ilovejetblue,"[46.16788404, -122.96673513]",2015-02-17 12:19:51 -0800,pnw,Arizona 567779535307800576,neutral,0.6796,,,Delta,,cbousquet12,,0,@JetBlue Connecticut❄️,,2015-02-17 12:16:04 -0800,"Clinton, CT ",Atlantic Time (Canada) 567778921812389888,neutral,1.0,,,Delta,,papo353,,0,@JetBlue I would fly somewhere hotter then here. Puerto Rico here I come. Lol,,2015-02-17 12:13:38 -0800,Jersey City, 567778149132664833,positive,1.0,,,Delta,,HUSKIE25,,0,@JetBlue great smooth flight too! 👏👍,,2015-02-17 12:10:34 -0800,"Olean, NY",Eastern Time (US & Canada) 567777885277405184,neutral,0.6735,,,Delta,,EveryDayCrohns,,0,@JetBlue I would go for 3rd time to Jamaica to volunteer w/ at risk youth #flyitforward #dc #stpatricksfoundation #rotary,,2015-02-17 12:09:31 -0800,,Pacific Time (US & Canada) 567776761510907904,neutral,0.6503,,0.0,Delta,,JetBlueNews,,0,@JetBlue Airways Short Interest Down 3.5% in January (JBLU) - sleekmoney http://t.co/znsUjP86Bv,,2015-02-17 12:05:03 -0800,USA,Sydney 567776348828360707,positive,0.6485,,,Delta,,somekidnamedjon,,0,@JetBlue I would love for you to fly my best friend home to PVD for a weekend. 😊 http://t.co/cH0NmjyMgh,,2015-02-17 12:03:24 -0800,✈️✈️,Eastern Time (US & Canada) 567775864679456768,neutral,1.0,,,Delta,,rnlewisjr,,0,"@JetBlue do they have to depart from Washington, D.C.??",,2015-02-17 12:01:29 -0800,"iPhone: 60.495510,-151.064590",Alaska 567774038680801281,negative,0.6827,Can't Tell,0.6827,Delta,,travelingranger,,0,@JetBlue remember - I'm very doubtful and not very hopeful :(,,2015-02-17 11:54:14 -0800,, 567773326631821312,positive,1.0,,,Delta,,aidan_larson,,1,@JetBlue Thank you for the service credit. And to @PamGrout for positive thoughts.,,2015-02-17 11:51:24 -0800,"austin, texas",Paris 567773176031145984,negative,1.0,Can't Tell,0.7184,Delta,,travelingranger,,0,@JetBlue I'll give u a chance but I don't think I'll fall for it #backtodelta,,2015-02-17 11:50:48 -0800,, 567772770604298240,positive,0.6591,,,Delta,,LyndsaySignor,,0,@JetBlue Great thanks,,2015-02-17 11:49:11 -0800,New York City,Quito 567772568833503233,negative,0.6778,Can't Tell,0.6778,Delta,,ShiraJudah,,0,@JetBlue @KyleJudah be responsible for replacing it,,2015-02-17 11:48:23 -0800,"Boston, MA",Greenland 567772565956222976,negative,1.0,Damaged Luggage,0.6954,Delta,,ShiraJudah,,0,@JetBlue @KyleJudah new stroller. The travel credit doesn't help cover the cost of a new stroller. Your crew ruined it and therefore should,,2015-02-17 11:48:23 -0800,"Boston, MA",Greenland 567772012735922176,negative,1.0,Damaged Luggage,0.6735,Delta,,ShiraJudah,,0,@JetBlue @KyleJudah I just spoke to the baggage claim center and they gave me travel credit but will not be responsible for the cost of a,,2015-02-17 11:46:11 -0800,"Boston, MA",Greenland 567771662167179264,negative,1.0,Can't Tell,0.6632,Delta,,travelingranger,,0,@JetBlue heard about the charge for 1st bag and tighter seats - no need to be a loyal JB customer anymore!,,2015-02-17 11:44:47 -0800,, 567771077359570944,neutral,0.6667,,0.0,Delta,,LyndsaySignor,,0,"@JetBlue i'm getting info from the website, but needing to check it and the alerts would be much more beneficial.",,2015-02-17 11:42:28 -0800,New York City,Quito 567770698111852544,negative,1.0,Late Flight,1.0,Delta,,LyndsaySignor,,0,@JetBlue Is there something going on with your alerts? Flight's been delayed several times for my parents and i'm not receiving any alerts.,,2015-02-17 11:40:57 -0800,New York City,Quito 567769879759962112,positive,1.0,,,Delta,,shawnaldridge,,0,@JetBlue I will. I love flying with you all. Great service.,,2015-02-17 11:37:42 -0800,"Portland, OR",Pacific Time (US & Canada) 567769468278988800,neutral,0.6671,,,Delta,,JetBlueNews,,0,@JetBlue's new CEO seeks the right balance to please passengers and Wall ... - Times Colonist http://t.co/NzDXRvszWv,,2015-02-17 11:36:04 -0800,USA,Sydney 567769131663884290,neutral,0.6602,,0.0,Delta,,shawnaldridge,,0,@JetBlue Haha. I figured that. I was meaning there's no return flights out of Charlotte. It's like N/A for a week plus,,2015-02-17 11:34:44 -0800,"Portland, OR",Pacific Time (US & Canada) 567768878613536769,neutral,0.6701,,,Delta,,mtmridesbikes,,0,@JetBlue rocking the Tim McGraw hold music,"[0.0, 0.0]",2015-02-17 11:33:43 -0800,"Raleigh, NC", 567768330624372736,positive,1.0,,,Delta,,DrewRHacker,,1,"@JetBlue Thank you that it is not just a livery; it is a culture that 16,000+ crewmembers embody daily #thanksDave http://t.co/iNNP0Kkyby",,2015-02-17 11:31:33 -0800,, 567768306799882241,neutral,0.6779,,,Delta,,Clagett,,0,@JetBlue 2:55 tomorrow from RIC to BOS. Looking good or am I better rescheduling?,,2015-02-17 11:31:27 -0800,Jamestown Virginia , 567766755797389312,negative,1.0,Bad Flight,1.0,Delta,,gczark,,0,"@JetBlue hard to tell, but was told wifi only worked for one side of the plane.",,2015-02-17 11:25:17 -0800,"New York, NY",Eastern Time (US & Canada) 567766410169954304,negative,0.6566,Can't Tell,0.6566,Delta,,EasyEdmund,,0,@JetBlue just learning about your famous apology in social media marketing. Is Twitter an asset for Jet Blue now? @PhD_Mama_,,2015-02-17 11:23:55 -0800,OH-LA-AZ-NY-AFG-IL-?, 567766269810581505,positive,1.0,,,Delta,,OBF_Walt,,0,@JetBlue Learning about your awesome twitter management today in my Social Media Marketing class! keep up the good work! @SXU @PhD_Mama_,,2015-02-17 11:23:21 -0800,, 567765664459669504,negative,1.0,Late Flight,0.6632,Delta,,gczark,,0,"@JetBlue, I normally ❤️ you, but this Late Flightst flight experience was the worst. 2 hours on runway, no wifi & tv not working properly",,2015-02-17 11:20:57 -0800,"New York, NY",Eastern Time (US & Canada) 567763818257063937,negative,1.0,Customer Service Issue,0.6607,Delta,,ShiraJudah,,0,@JetBlue @KyleJudah It doesn't matter who you directed me to. It's the principle of the matter. When I gate checked the stroller it was,,2015-02-17 11:13:37 -0800,"Boston, MA",Greenland 567761644802293760,positive,1.0,,,Delta,,eddieanderson4u,,0,@JetBlue - BlueManity brought tears to my eyes. JetBlue' s commitment to giving back to the crewmembers and the community is aww inspiring!,,2015-02-17 11:04:59 -0800,"New York, NY",Central Time (US & Canada) 567760693643214848,negative,1.0,Late Flight,0.6563,Delta,,JayVig,,0,@JetBlue 117 days maybe.,,2015-02-17 11:01:12 -0800,"Jersey City, NJ",Eastern Time (US & Canada) 567760260598104064,neutral,1.0,,,Delta,,JayVig,,0,@JetBlue @vegecomgirl For me it’s not until 6/15.,,2015-02-17 10:59:29 -0800,"Jersey City, NJ",Eastern Time (US & Canada) 567759774016868352,neutral,0.6546,,,Delta,,vegecomgirl,,0,"@JetBlue Well, I try! See you soon!! @JayVig",,2015-02-17 10:57:33 -0800,New York City,Eastern Time (US & Canada) 567758927111401474,positive,1.0,,,Delta,,vegecomgirl,,0,@JetBlue @JayVig I like the inflight snacks! I'm flying with you guys on 2/28! #JVMChat,,2015-02-17 10:54:11 -0800,New York City,Eastern Time (US & Canada) 567758699574226944,positive,1.0,,,Delta,,jacobhenenberg,,0,"@JetBlue @JayVig @roxydigital awww ^_^ R to the T, realtime appreciation from JetBlue #rockingthetweets #JVMChat",,2015-02-17 10:53:17 -0800,"Melbourne, Australia",Melbourne 567758248481415170,neutral,0.6831,,,Delta,,JayVig,,0,@JetBlue @roxydigital Good. I want extra peanuts on my flight then. lol. #JVMChat,,2015-02-17 10:51:29 -0800,"Jersey City, NJ",Eastern Time (US & Canada) 567758065320361985,positive,1.0,,,Delta,,roxydigital,,0,"@JetBlue @JayVig YES! Great real-time example. Thanks for being awesome, #JetBlue! #JVMChat",,2015-02-17 10:50:45 -0800,"Charlotte, NC",Eastern Time (US & Canada) 567758020239966208,neutral,0.6686,,,Delta,,jadidheart,,0,@JetBlue alittle more money to book our flights... we're 1/2 way there :),,2015-02-17 10:50:35 -0800,, 567758007912906752,positive,0.6714,,,Delta,,JayVig,,0,@JetBlue @roxydigital HAHA. you didn’t disappoint. Well done. #JVMChat,,2015-02-17 10:50:32 -0800,"Jersey City, NJ",Eastern Time (US & Canada) 567756085583302656,positive,1.0,,,Delta,,nickj1399,,0,@JetBlue was just at T5 a little over a month ago. @JetBlue you guys are great thanks for everything!,,2015-02-17 10:42:53 -0800,, 567755768037130241,negative,1.0,Late Flight,1.0,Delta,,CaseyParksIt,,0,@JetBlue figured but delay is listed at almost 2 hrs. Thanks for being great! Cheers,,2015-02-17 10:41:38 -0800,Chicagoland, 567754559762612225,neutral,1.0,,,Delta,,CaseyParksIt,,0,"@JetBlue if my flight says delayed with estimated departure listed, can I arrive at airport Late Flightr?",,2015-02-17 10:36:50 -0800,Chicagoland, 567754367860633600,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue's new CEO seeks the right balance to please passengers and Wall ... - Weyburn Review http://t.co/rtQyjCvTQ3,,2015-02-17 10:36:04 -0800,USA,Sydney 567752625647394816,negative,1.0,Customer Service Issue,0.6907,Delta,,_katiewarren,,0,"@JetBlue glitches on website re: Flight Booking Problems travel & checking in. Nothing between ur site & the airport was communicated, it was a nightmare.",,2015-02-17 10:29:08 -0800,,Arizona 567750136223518720,positive,1.0,,,Delta,,amyfame,,0,@JetBlue Thank you!,,2015-02-17 10:19:15 -0800,,Eastern Time (US & Canada) 567749860611211265,neutral,1.0,,,Delta,,labeles,,0,@JetBlue okayyyy. But I had huge irons on way out. Promise no shenanigans?,,2015-02-17 10:18:09 -0800,, 567749243658858496,neutral,1.0,,,Delta,,CinziannaP,,0,@JetBlue how do I get a copy of my last flight showing original time and delay? I need it for work. Thanks!,,2015-02-17 10:15:42 -0800,,Eastern Time (US & Canada) 567747668512735232,negative,1.0,Cancelled Flight,0.6401,Delta,,alsonmusical,,0,@JetBlue as much i have paid in fees. Plus hotel and food because of your changes i could had flown with a more reliable airline #no2jetblue,,2015-02-17 10:09:27 -0800,"Yauco, Puerto Rico",Central Time (US & Canada) 567746576626356225,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue CEO battles to please Wall St and flyers - from @NZherald http://t.co/Q4Amiw7FSw,,2015-02-17 10:05:06 -0800,USA,Sydney 567743028215836672,positive,1.0,,,Delta,,iSocialFanz,,0,@JetBlue huge fan of great brands and people doing great things… you guys rock happy to share the love!,,2015-02-17 09:51:00 -0800,"Phoenix, Az",Arizona 567742238562975745,negative,0.7011,Cancelled Flight,0.7011,Delta,,oheyjasmine,,0,"@JetBlue Been dealing with a Cancelled Flightled flight since last night & was booked to a 6:15 flight,wouldve at least liked to see Ella perform lol",,2015-02-17 09:47:52 -0800,Puerto Rico ,Hawaii 567740211384168448,positive,1.0,,,Delta,,Buttercup1121,,0,"@JetBlue tough choices but I did all simultaneously! As a business traveler, best experience in a long time. #wishmyflightwaslonger #what",,2015-02-17 09:39:49 -0800,ELL LAY,Pacific Time (US & Canada) 567740053967736832,positive,1.0,,,Delta,,lquintalnh,,0,@JetBlue thanks!! Great service in #T5 already! #lovejetBlue,,2015-02-17 09:39:11 -0800,New Hampshire,Eastern Time (US & Canada) 567739036425805824,positive,1.0,,,Delta,,PHopNy,,0,@JetBlue I did...#FlyFi worked well and was free aboard this flight,,2015-02-17 09:35:09 -0800,"Queens, NY", 567738388980068352,negative,1.0,Late Flight,0.6922,Delta,,alsonmusical,,0,@JetBlue and they are telling me I got to get another hotel and food...so spend more money because you guys made me miss my connection,,2015-02-17 09:32:34 -0800,"Yauco, Puerto Rico",Central Time (US & Canada) 567738171215994880,negative,1.0,Cancelled Flight,1.0,Delta,,alsonmusical,,0,@JetBlue already spent $300 to stay at hotel last night due to you guys rescheduling my flight. Since my Cancelled Flightation I've spent almost $500,,2015-02-17 09:31:42 -0800,"Yauco, Puerto Rico",Central Time (US & Canada) 567737909072367616,positive,1.0,,,Delta,,thegayngler,,0,@JetBlue Seems very likely.,,2015-02-17 09:30:40 -0800,"NY, NY",Atlantic Time (Canada) 567737803060940800,negative,1.0,Customer Service Issue,0.6835,Delta,,alsonmusical,,0,@JetBlue they are rude and unhelpful. They suggested I catch a flight tomorrow I was supposed to be home today at 2 am and work is waiting,,2015-02-17 09:30:14 -0800,"Yauco, Puerto Rico",Central Time (US & Canada) 567737267095994368,neutral,0.685,,,Delta,,BritishAirNews,,0,@JetBlue's CEO Battles to Appease Passengers and Wall Street - http://t.co/frrfxCCw7Z http://t.co/nKlW9SsVRQ,,2015-02-17 09:28:07 -0800,UK,Sydney 567735239456194560,neutral,0.3686,,0.0,Delta,,Vinny_Espinosa,,0,"@JetBlue unfortunately no, but hoping I can catch one sometime in the near future!",,2015-02-17 09:20:03 -0800,San Francisco,Pacific Time (US & Canada) 567734644515536896,negative,1.0,Late Flight,1.0,Delta,,emilymcnulty,,0,@JetBlue why is my flight delayed 2.5 hours. This is insane. Every other flight has made it to NYC.,,2015-02-17 09:17:41 -0800,,Eastern Time (US & Canada) 567734573464027136,neutral,1.0,,,Delta,,seattleprime,,0,@JetBlue @EllaHenderson Ah! Wish I was there! Good luck!,,2015-02-17 09:17:24 -0800,Seattle,Pacific Time (US & Canada) 567733946717196288,negative,0.6563,Can't Tell,0.3333,Delta,,alsonmusical,,0,@JetBlue should i continue?,,2015-02-17 09:14:55 -0800,"Yauco, Puerto Rico",Central Time (US & Canada) 567733847132229632,neutral,0.3634,,0.0,Delta,,thegayngler,,0,"@JetBlue Ok great thanks! I had a great flight, FYI. I'm excited to fly again. I just was frustrated I was not able to check in.",,2015-02-17 09:14:31 -0800,"NY, NY",Atlantic Time (Canada) 567733834964156417,negative,1.0,Customer Service Issue,1.0,Delta,,Darshan7Patel,,0,@JetBlue I do not want to deal with your customer service agents with no practical knowledge.Provide me with a direct contact.,,2015-02-17 09:14:28 -0800,, 567733251620356096,negative,1.0,Late Flight,1.0,Delta,,alsonmusical,,0,@JetBlue Got flight reschedule to flight form PIT to FLL and our flight had mechanical problems so we were delayed an hour Missed my connect,,2015-02-17 09:12:09 -0800,"Yauco, Puerto Rico",Central Time (US & Canada) 567732811772080129,positive,0.701,,0.0,Delta,,leighericam,,0,@JetBlue well lucky I only fly JB..I guess I would be even more squished on any other airline 😞,,2015-02-17 09:10:24 -0800,NYC | NOLA , 567731944151322626,positive,0.644,,,Delta,,NMSpedaliere,,0,"@JetBlue she was a phone agent, pls do! Peggy was pleasant, informative and delivered. ⭐️⭐️⭐️⭐️⭐️","[40.78521842, -74.07232899]",2015-02-17 09:06:58 -0800,"Old Greenwich, CT",Eastern Time (US & Canada) 567731794498174978,neutral,0.633,,0.0,Delta,,heykaitlinmary,,0,@JetBlue Hopefully next time! Can I send you my future itineraries so the next one can be planned when I'm there? 😂😂,,2015-02-17 09:06:22 -0800,california ☀️,Pacific Time (US & Canada) 567730696656273408,positive,0.6538,,,Delta,,ClassyMalick,,0,@JetBlue @EllaHenderson omg! Wish I had a flight today! Haha there's always next time! Have fun at #LFT5,,2015-02-17 09:02:00 -0800,NY, 567729368110096385,negative,1.0,Customer Service Issue,1.0,Delta,,MakebaMakeba,,0,@JetBlue my request has nothing to do with rescheduling. But customer service has such a bad attitude today. #badservice,,2015-02-17 08:56:43 -0800,, 567728800864010242,negative,1.0,Customer Service Issue,1.0,Delta,,MakebaMakeba,,0,@JetBlue busy due to storm but customer service should always be on point. More so now than ever #getittogether,,2015-02-17 08:54:28 -0800,, 567728357555437568,neutral,0.6895,,0.0,Delta,,kbosspotter,,0,"@JetBlue no, I am fine to fly! Haha, they come at random, with the hemophilia, but what if i need extra assistance",,2015-02-17 08:52:42 -0800,Logan International Airport,Atlantic Time (Canada) 567727883993358336,negative,1.0,Customer Service Issue,1.0,Delta,,MakebaMakeba,,0,@JetBlue oh hell no. I'm not waiting again to get hung up on after speaking to 2 #rudeservice people,,2015-02-17 08:50:50 -0800,, 567727701620822016,neutral,0.66,,,Delta,,BritishAirNews,,0,@JetBlue's new CEO seeks the right balance to please passengers and Wall ... - Daily Journal http://t.co/w8MTmSP2RY,,2015-02-17 08:50:06 -0800,UK,Sydney 567727526777073664,positive,1.0,,,Delta,,gigirey1,,0,@JetBlue thank you!! Miss you all so so much!! Is this the link to the blog? Or has that changed?,,2015-02-17 08:49:24 -0800,, 567727490567639041,neutral,1.0,,,Delta,,kbosspotter,,0,"@JetBlue I have a internal bleed in my foot, and I am flying next Tuesday, what should I. Do :( these. Leeds come randomly. I",,2015-02-17 08:49:16 -0800,Logan International Airport,Atlantic Time (Canada) 567727329783582720,positive,1.0,,,Delta,,JessonaJourney,,0,@JetBlue Thank you!,,2015-02-17 08:48:37 -0800,New York,Eastern Time (US & Canada) 567726912186118144,neutral,0.67,,0.0,Delta,,heyheyman,,0,@JetBlue Can't view seat selection/change seat for flight tomorrow. Can you look into this?,,2015-02-17 08:46:58 -0800,"Boston, MA",Eastern Time (US & Canada) 567725676958998528,neutral,1.0,,,Delta,,gigirey1,,0,@JetBlue what's the link for #FlyFi,,2015-02-17 08:42:03 -0800,, 567724950556258304,negative,1.0,Customer Service Issue,0.6809,Delta,,JessonaJourney,,0,@JetBlue Is today's JetBlue Flight 918 (NYC->BOS) delayed? My app says on time and the website says it's not...,,2015-02-17 08:39:10 -0800,New York,Eastern Time (US & Canada) 567724178317402112,positive,0.6429,,,Delta,,JetBlueNews,,0,@JetBlue to offer service from Daytona Beach to New York - Albany Business Review http://t.co/dUhBJ41jHx,,2015-02-17 08:36:06 -0800,USA,Sydney 567719957686136832,negative,0.7201,Customer Service Issue,0.7201,Delta,,Darshan7Patel,,0,@JetBlue please provide me your direct email for me to explain.,,2015-02-17 08:19:20 -0800,, 567718292530688000,neutral,1.0,,,Delta,,Karimilrodz,,0,@JetBlue I hear that the new thing in your planes are the Fly-Fi. How I can check if the flight that Im going to take have it?,,2015-02-17 08:12:43 -0800,Puerto Rico, 567716378681933825,neutral,1.0,,,Delta,,JetBlueNews,,0,"@JetBlue CEO weighs profits, flyers - @ChronicleHerald (registration) http://t.co/9vKj9S7jrM",,2015-02-17 08:05:06 -0800,USA,Sydney 567696188602712064,negative,1.0,Late Flight,1.0,Delta,,elowthers,,0,@JetBlue A flight delay due to pilots oversleeping is apparently an uncontrollable irregularity that is not eligible for delay compensation.,,2015-02-17 06:44:53 -0800,, 567695310860730369,negative,1.0,Late Flight,1.0,Delta,,EBlaikie,,0,@JetBlue sitting on the plane in JFK waiting to take off doors are open catering is stocking up we are delayed but they couldn't be nicer,,2015-02-17 06:41:24 -0800,, 567690417265975296,neutral,0.6739,,,Delta,,JulianBOGJB,,0,@JetBlue really caring??,,2015-02-17 06:21:57 -0800,Colombia, 567680108002291712,positive,0.6645,,0.0,Delta,,TravellerLukose,,0,@JetBlue No worries. Delay was minor and dealt with nicely. It was captain of flight 2324 by the way.,,2015-02-17 05:40:59 -0800,, 567671602280923136,positive,1.0,,,Delta,,twinkletaters,,0,@JetBlue Thanks! Her flight leaves at 2 but she's arriving to the airport early. Wedding is in VT in Sept. Grateful you fly to BTV!! :),"[32.07301184, -81.09362691]",2015-02-17 05:07:11 -0800,"Savannah, GA", 567667301067915264,neutral,1.0,,,Delta,,BritishAirNews,,0,"@JetBlue CEO weighs profits, flyers - @ChronicleHerald (registration) http://t.co/l2n0egHdgn",,2015-02-17 04:50:05 -0800,UK,Sydney 567590027375702016,negative,1.0,Can't Tell,0.6503,Delta,,nesi_1992,,0,@JetBlue is REALLY getting on my nerves !! 😡😡 #nothappy,,2015-02-16 23:43:02 -0800,undecided,Pacific Time (US & Canada) 567588278875213824,neutral,1.0,,,Delta,,JetBlueNews,,0,@JetBlue's new CEO seeks the right balance to please passengers and Wall ... - Greenfield Daily Reporter http://t.co/LM3opxkxch,,2015-02-16 23:36:05 -0800,USA,Sydney 570310600460525568,negative,0.6292,Flight Booking Problems,0.3146,US Airways,,jhazelnut,,0,@USAirways is there a better time to call? My flight is on Friday and I need to change it. Worried I may be on hold until then.,,2015-02-24 11:53:37 -0800,, 570310144459972608,negative,1.0,Customer Service Issue,1.0,US Airways,,GAKotsch,,0,@USAirways and when will one of these agents be available to speak?,,2015-02-24 11:51:48 -0800,,Atlantic Time (Canada) 570309340952993796,neutral,1.0,,,US Airways,,DebbiMcGinnis,,0,@USAirways is a DM possible if you aren't following me?,,2015-02-24 11:48:37 -0800,Missourah,Hawaii 570309000279023616,neutral,1.0,,,US Airways,,AshleyKAtherton,,0,@USAirways Fortunately you have staff like Lynn S. and DeeDee who actually understand customer service and simply being NICE.,,2015-02-24 11:47:16 -0800,,Central Time (US & Canada) 570308799950692353,negative,1.0,Customer Service Issue,0.6452,US Airways,,retardedlarry,,0,@USAirways just hung up on me again. Another waste of an hour of my time. How am I supposed to book a one way award flight? #badwebsite,,2015-02-24 11:46:28 -0800,, 570308156699611137,neutral,1.0,,,US Airways,,AshleyKAtherton,,0,@USAirways never received such horrible service or treated so poorly as Richard P. today. No excuse for attitude & ripping up our tickets!,,2015-02-24 11:43:55 -0800,,Central Time (US & Canada) 570307605631012864,negative,1.0,Customer Service Issue,1.0,US Airways,,Matt_Bernanke,,0,@USAirways you're killing me from the inside,,2015-02-24 11:41:43 -0800,,Quito 570307109218340865,negative,0.7020000000000001,Flight Attendant Complaints,0.7020000000000001,US Airways,,jeremyleewhite,,0,@USAirways is not the new @AmericanAir is more like the new @SpiritAirlines. Love AA. Not impressed with the subpar planes and gate agents.,"[35.21979387, -80.94498281]",2015-02-24 11:39:45 -0800,, 570307011981783040,positive,1.0,,,US Airways,,noelzucchero,,0,@USAirways we were moved to a delta direct. Thank you for the accommodations!,,2015-02-24 11:39:22 -0800,,Eastern Time (US & Canada) 570306867135696897,neutral,1.0,,,US Airways,,AshleyKAtherton,,0,"@USAirways agree! Richard P. Literally ripped up our tixs in our faces and made rude, inappropriate comments to us and our family. Awful!",,2015-02-24 11:38:47 -0800,,Central Time (US & Canada) 570306715880706049,negative,1.0,Bad Flight,0.6505,US Airways,,Anthony_Scerri,,0,@USAirways flight 645 to Phoenix deboards passengers going to Salt Lake City because they can't resolve a simple bathroom issue. #fail,,2015-02-24 11:38:11 -0800,"Astoria, NY",Quito 570304779412508673,negative,1.0,Customer Service Issue,0.7072,US Airways,,TheOnlyJasonS,,1,@USAirways always fun to get screwed out of an earlier flight (that isn't full) #crummyservice #whydidntiflysouthwest #goodluckamericanair,,2015-02-24 11:30:29 -0800,, 570304740279640064,neutral,0.6665,,0.0,US Airways,,eec_x3,,0,@USAirways shout out to Cathy at the Vegas airport check-in for hooking us up!,,2015-02-24 11:30:20 -0800,Paper Street,Eastern Time (US & Canada) 570304445336178688,negative,1.0,Customer Service Issue,0.66,US Airways,,justdetric,,0,@USAirways ok...i know doors close ~10 minutes before takeoff. stop telling me my flight will leave in 20 minutes when we haven't boarded.,,2015-02-24 11:29:10 -0800,"Raleigh, NC",Eastern Time (US & Canada) 570304440017788929,negative,1.0,Customer Service Issue,1.0,US Airways,,djndc4l,,0,@USAirways I finally got through on the phone after a 2 hour wait time.,,2015-02-24 11:29:08 -0800,, 570304244001193984,negative,1.0,longlines,0.3663,US Airways,,Anthony_Scerri,,0,@USAirways Been stuck for 40+ minutes due to lavatory issues. No beverages. No snacks. No customer service. Flt 645 to PHO... #fail #refund,,2015-02-24 11:28:22 -0800,"Astoria, NY",Quito 570304059384713218,neutral,1.0,,,US Airways,,kschus1,,0,@USAirways will you be issuing a travel advisory for CLT for Thursday? A significant snow storm is in the way Wednesday night.,,2015-02-24 11:27:38 -0800,, 570303720308809728,negative,1.0,Customer Service Issue,1.0,US Airways,,jhazelnut,,0,@USAirways I've been on hold to change a date on a ticket for over 3 hours. Can someone please assist me? Unacceptable.,,2015-02-24 11:26:17 -0800,, 570302717085790209,negative,1.0,Customer Service Issue,0.6519,US Airways,,TheOnlyJasonS,,1,@USAirways thanks 4 making it impossibly expensive 2 change 2 a flight leaving less than 24 hrs earlier than my reservation #1lesscustomer,,2015-02-24 11:22:18 -0800,, 570302023968694272,positive,0.6652,,,US Airways,,RickAdamek,,0,@USAirways Well I did miss it. But gate agents had rebooked boarding pass waiting when I landed. Time for lunch & a beverage. Easy cheesy,"[33.43720156, -111.99928786]",2015-02-24 11:19:32 -0800,"Fort Mill, SC",Eastern Time (US & Canada) 570300325917270018,negative,1.0,Customer Service Issue,0.698,US Airways,,GAKotsch,,0,@USAirways I cant get anyone on the phone to help with award travel.Purchased extra miles and 10 minutes Late Flightr the miles needed was raised.,,2015-02-24 11:12:48 -0800,,Atlantic Time (Canada) 570298036938772483,negative,1.0,Customer Service Issue,0.6915,US Airways,,hsgoldstein,,0,@USAirways Why haven't you issued a travel advisory for Charlotte Wednesday night and Thursday? 4-6 inches of snow.,,2015-02-24 11:03:42 -0800,, 570297185704812545,neutral,1.0,,,US Airways,,EricGuster,,0,@USAirways I need help about a ticket. DM me,,2015-02-24 11:00:19 -0800,✈️ Birmingham ✈️ Brooklyn ✈️,Central Time (US & Canada) 570296537433186305,negative,0.66,Flight Attendant Complaints,0.66,US Airways,,AshleyKAtherton,,0,@USAirways DeeDee and Lynn S. have been great here in PHX; Richard P. here was a jerk. Rude to us and our parents for no reason.,,2015-02-24 10:57:44 -0800,,Central Time (US & Canada) 570296516314845185,negative,1.0,Cancelled Flight,0.3542,US Airways,,airham_gouda,,0,@USAirways thanks for making me miss my meeting in Dallas. 700 dollars down the toilet 😊,,2015-02-24 10:57:39 -0800,, 570296273611448320,negative,0.6522,Late Flight,0.3478,US Airways,,ashleycolburn,,0,@USAirways I have two tight connections in #Charlotte and #Frankfurt,,2015-02-24 10:56:41 -0800,San Diego,Pacific Time (US & Canada) 570296212336865283,negative,0.6863,Late Flight,0.3585,US Airways,,UyonJ,,0,"@USAirways Said only way to get on plane about to leave that would make my connection was a $75 fee. Instead of earlier, I am now Late Flightr!",,2015-02-24 10:56:27 -0800,, 570295658185408512,positive,0.6778,,,US Airways,,KenzieC_,,0,@USAirways thank you! I will be calling you! #CheapOairChat,,2015-02-24 10:54:15 -0800,"Boynton Beach, FL",Eastern Time (US & Canada) 570295637708816384,negative,1.0,Customer Service Issue,0.6654,US Airways,,CLChicosky,,0,"@USAirways ur ""response"" was: my ""inconvenience was of no matter."" U wanted me sit for 3 xtra nights in the city w/out comp! #donotflyusair",,2015-02-24 10:54:10 -0800,, 570295405818335236,neutral,0.6329,,0.0,US Airways,,oscarmichv,,0,"@USAirways I forgot my password and I don't know if my username is correct, and i want to use my miles, what i have to do??",,2015-02-24 10:53:14 -0800,Facebook: BÚFALOS F.C., 570295290063925249,neutral,0.669,,0.0,US Airways,,renvas,,0,"@USAirways question, friend flight got Cancelled Flightled. How can he book be flight? Leaving CHS to Philly to Germany",,2015-02-24 10:52:47 -0800,Charleston/Houston,Quito 570295202616889345,neutral,0.6843,,0.0,US Airways,,djndc4l,,0,@USAirways Yes. Confirmation number and all.,,2015-02-24 10:52:26 -0800,, 570294237348143104,neutral,1.0,,,US Airways,,idk_but_youtube,,0,@USAirways did you know that suicide is the second leading cause of death among teens 10-24,,2015-02-24 10:48:36 -0800,1/1 loner squad,Eastern Time (US & Canada) 570293289045364736,positive,1.0,,,US Airways,,ToxicLayge,,0,"@USAirways getting sorted, thanks",,2015-02-24 10:44:50 -0800,,London 570292371340062720,negative,0.6841,Can't Tell,0.6841,US Airways,,ajbibbs,,0,@USAirways Sadly I'm currently booked on one of your flights tomorrow that I will be changing if I can.,,2015-02-24 10:41:11 -0800,, 570291091204919297,neutral,0.6593,,0.0,US Airways,,pinkgolftees,,0,@USAirways that is certainly not the impression she's under.,,2015-02-24 10:36:06 -0800,"Denver, CO",Mountain Time (US & Canada) 570290730796777473,negative,0.6721,Late Flight,0.6721,US Airways,,AshleyKAtherton,,0,@USAirways standby so far for two of us. With snow storm hitting Iowa tomorrow we could be stuck here for two days.,,2015-02-24 10:34:40 -0800,,Central Time (US & Canada) 570290421336813568,positive,1.0,,,US Airways,,KenzieC_,,0,@USAirways thank you!!,,2015-02-24 10:33:26 -0800,"Boynton Beach, FL",Eastern Time (US & Canada) 570289532953874432,neutral,0.6906,,0.0,US Airways,,CapuanoESPN,,0,"@USAirways If I know I left something on my last flight (as I literally had to run to make my connection), how can I retrieve it please?",,2015-02-24 10:29:54 -0800,Wherever Travel Team C sent me,Eastern Time (US & Canada) 570289473898082305,negative,0.6765,Can't Tell,0.3634,US Airways,,djndc4l,,0,@USAirways Why can't I check in online for a flight tomorrow am?,,2015-02-24 10:29:40 -0800,, 570288981847502850,negative,1.0,longlines,0.3542,US Airways,,UyonJ,,0,@USAirways - been standing at the gate for 45 min trying to go standby bc I will miss my connection. No help! Do NOT fly US AIRWAYS!,,2015-02-24 10:27:43 -0800,, 570288667790594048,negative,0.7033,Customer Service Issue,0.7033,US Airways,,themainevent001,,0,"@USAirways after being assured by the pleasant woman at gate B11 in Albany, NY that life's not perfect, I'd heard enough.",,2015-02-24 10:26:28 -0800,Saratoga Springs, 570288445156941824,neutral,0.6609999999999999,,0.0,US Airways,,alybullock,,0,@USAirways How do I get a receipt for a change fee when I originally booked with miles?,,2015-02-24 10:25:35 -0800,"Washington, DC",Eastern Time (US & Canada) 570288039454486529,negative,0.6512,Flight Booking Problems,0.3256,US Airways,,CLChicosky,,0,"@USAirways: u didn't bother following up, we booked with @Delta. @Delta understands cust srv: provided lunch 4 delays & upgraded seats!",,2015-02-24 10:23:58 -0800,, 570287589216751616,neutral,1.0,,,US Airways,,AshleyKAtherton,,0,@USAirways we even offered to fly in to another airport and they said they couldn't do that. No explanation why they can't.,,2015-02-24 10:22:11 -0800,,Central Time (US & Canada) 570287318264905729,neutral,0.6762,,,US Airways,,gleenc,,0,@USAirways any travel advisory coming for the Carolinas? Bad weather!,,2015-02-24 10:21:06 -0800,, 570286925556424705,negative,1.0,Customer Service Issue,0.6635,US Airways,,EEB4,,0,@USAirways There is an error w/ my preferred status & I'm not able to reach an agent via phone. Travel Friday. Need resolved - contact info?,,2015-02-24 10:19:33 -0800,"Washington, DC",Eastern Time (US & Canada) 570286345454800896,negative,1.0,Late Flight,0.6495,US Airways,,MauererPower,,2,@USAirways @AmericanAir how does a pilot forget log book? Been waiting on plane for 45 mins!! #AlsoNoDrinkCartComingAround,,2015-02-24 10:17:14 -0800,,Central Time (US & Canada) 570286290203070465,negative,1.0,Customer Service Issue,0.6942,US Airways,,AshleyKAtherton,,0,@USAirways already did it. One person said they couldn't do anything another said she didn't know why the first person we talked 2 said that,,2015-02-24 10:17:01 -0800,,Central Time (US & Canada) 570286035118071808,negative,1.0,Customer Service Issue,0.6826,US Airways,,djndc4l,,0,@USAirways @AshleyKAtherton Over an hour on hold so far,,2015-02-24 10:16:00 -0800,, 570285320085880832,negative,1.0,Late Flight,1.0,US Airways,,HPUgradMM,,0,"@usairways RT @Dmoukdarath: Nice, another delay with @usair second one this trip. Left engine leaking...what's next?? #USAIR #nothappy",,2015-02-24 10:13:10 -0800,Triad, 570285070184898561,negative,1.0,Customer Service Issue,1.0,US Airways,,JustinEhlert,,0,@USAirways I want to love you! 43 minutes on hold! Help me understand why I switched loyalty programs. http://t.co/cHGy5yrVka,,2015-02-24 10:12:10 -0800,"Austin, tx", 570284855163883520,negative,0.6563,Customer Service Issue,0.6563,US Airways,,djndc4l,,0,@USAirways 59 minutes now. Nice customer service you got going on.,,2015-02-24 10:11:19 -0800,, 570281232287731712,negative,1.0,Customer Service Issue,1.0,US Airways,,djndc4l,,0,@USAirways 44 minutes on hold so far. And still haven't spoke to a human. Never using you again.,,2015-02-24 09:56:55 -0800,, 570280852791422976,neutral,0.6421,,0.0,US Airways,,mdendas,,0,@USAirways where is your email address? Its not on this page: http://t.co/5cwH1yfOow,,2015-02-24 09:55:25 -0800,,Eastern Time (US & Canada) 570280737951375360,negative,1.0,Can't Tell,1.0,US Airways,,themainevent001,,0,@USAirways You have no idea how upset and frustrated I am right now. I'll be sure to follow through with never flying with you again.,,2015-02-24 09:54:57 -0800,Saratoga Springs, 570280653389996034,negative,1.0,longlines,0.6616,US Airways,,mcrowe6655,,0,@USAirways how can a person go from number one on a standby list to number twelve in three hours? Should I be super platinum diamond status,,2015-02-24 09:54:37 -0800,Cleveland,Mountain Time (US & Canada) 570280436796166144,negative,0.664,Flight Booking Problems,0.336,US Airways,,themainevent001,,0,"@USAirways Forget reservations. Thank you to the great leadership at your company, I've Cancelled Flighted my flight. Once again, thank you.",,2015-02-24 09:53:46 -0800,Saratoga Springs, 570279106090274817,positive,1.0,,,US Airways,,mlmoore2,,0,@USAirways great job today from your team with a challenging weather delay on flight 1925 out of Charlotte. #travel #friendlyteam,,2015-02-24 09:48:28 -0800,"Gulfport, MS",Central Time (US & Canada) 570279050276704257,neutral,0.6354,,,US Airways,,sundialtours,,0,"@USAirways ""Airport snow removal method #22..."" Keep up the good work folks, this is where Cessna's become 747's! http://t.co/0JJT4X3YxG",,2015-02-24 09:48:15 -0800,"Astoria, OR",Tijuana 570278902959988736,neutral,1.0,,,US Airways,,AshleyKAtherton,,0,@USAirways and now you can't even accommodate us by letting us fly in to another airport?! Horrible service for your fault!!!,,2015-02-24 09:47:40 -0800,,Central Time (US & Canada) 570278432417972224,negative,0.6523,Cancelled Flight,0.6523,US Airways,,RyanDrinks42,,2,.@USAirways It was this saturday during all the snow in the DC area. Excited the flight was not Cancelled Flightled but sad he went missing.,,2015-02-24 09:45:48 -0800,Just outside of Thunder Dome,Eastern Time (US & Canada) 570278202897276928,negative,0.6616,Customer Service Issue,0.34299999999999997,US Airways,,wyattmel,,0,"@USAirways @AmericanAir I love you guys & I'm gonna let you finish, but I've been on hold for 1 hour trying to book a flight w/ my voucher.",,2015-02-24 09:44:53 -0800,,Eastern Time (US & Canada) 570277612389412864,negative,0.6448,Flight Attendant Complaints,0.6448,US Airways,,pinkgolftees,,0,"@USAirways And, the helpful employee who changed her boarding zone so that she would have space for her pump is now being disciplined #fail",,2015-02-24 09:42:32 -0800,"Denver, CO",Mountain Time (US & Canada) 570276878788861953,negative,1.0,Lost Luggage,0.6875,US Airways,,RogerWaterer,,0,@USAirways Need to talk to a person about my bag. Waiting on hold for two hours. Bag s!b delivered last night. Online says not found.,,2015-02-24 09:39:37 -0800,, 570276806512779264,neutral,1.0,,,US Airways,,dagzapatero,,0,@USAirways 2 calls & wasted 3 hrs on hold to change my coming divided awards weather reLate Flightd flight. Y'all disconnected me 2x. Please help.,,2015-02-24 09:39:20 -0800,Tidewater - Virginia,Atlantic Time (Canada) 570276681551732736,negative,1.0,Lost Luggage,1.0,US Airways,,_Leycar,,0,@USAirways I don't want your sympathy I want someone to make an effort to find my bag,,2015-02-24 09:38:50 -0800,,Eastern Time (US & Canada) 570276439829774336,negative,1.0,Customer Service Issue,0.6854,US Airways,,pinkgolftees,,0,"@USAirways She spoke with someone this AM and was told that breast pumps aren't medical equipment and that she should have ""planned better.""",,2015-02-24 09:37:53 -0800,"Denver, CO",Mountain Time (US & Canada) 570275106724782080,negative,0.6656,Lost Luggage,0.6656,US Airways,,tuneday,,0,@USAirways - 800# referred me back to baggage services but I left the airport. I was on seat 17A,,2015-02-24 09:32:35 -0800,"Philadelphia, PA", 570274750821486592,positive,1.0,,,US Airways,,DCEssig,,0,@USAirways thank you very much.,,2015-02-24 09:31:10 -0800,,Eastern Time (US & Canada) 570274417546113025,neutral,0.7002,,0.0,US Airways,,tuneday,,0,"@USAirways I left my personal stuff on US4551 from PHL-BOS about an hour ago. Went baggage, was told plane left to call 800#",,2015-02-24 09:29:50 -0800,"Philadelphia, PA", 570274302118858752,negative,1.0,Can't Tell,0.6614,US Airways,,ajbibbs,,0,@USAirways - First impressions are hard to reverse. A horrible first experience with you. Will never fly with you again!!!,,2015-02-24 09:29:23 -0800,, 570274057729519617,neutral,1.0,,,US Airways,,themainevent001,,0,@USAirways is there a phone number or email address to customer service?,,2015-02-24 09:28:25 -0800,Saratoga Springs, 570273880486629377,negative,1.0,Cancelled Flight,0.3545,US Airways,,themainevent001,,0,"@USAirways not going as planned is an understatement. My flight was just changed AGAIN. If it weren't for a family emergency, I'd Cancelled Flight.",,2015-02-24 09:27:42 -0800,Saratoga Springs, 570273188485197825,negative,0.6674,Late Flight,0.6674,US Airways,,SteveBass2,,0,"@USAirways ...2 hours on the plane, they at least got us on a direct flight a couple hours Late Flightr on United","[40.6954621, -74.1733106]",2015-02-24 09:24:57 -0800,, 570272465299083264,negative,1.0,Lost Luggage,1.0,US Airways,,DannyLawray,,0,@USAirways sadly that didn't help me at my meeting at work today seeing as my presentation was in there! Major strike against me!!!,,2015-02-24 09:22:05 -0800,"Dumfries, Virginia",Eastern Time (US & Canada) 570272309434564608,negative,0.6875,Lost Luggage,0.3542,US Airways,,RyanDrinks42,,2,.@USAirways I did but the more eyes I have looking for Pandu the better chance I have of bringing him home.,,2015-02-24 09:21:28 -0800,Just outside of Thunder Dome,Eastern Time (US & Canada) 570272154635374592,negative,1.0,Lost Luggage,1.0,US Airways,,_Leycar,,0,@USAirways my bag is still lost and I can not get anyone on the phone to assist me and the tracking updates have stopped,,2015-02-24 09:20:51 -0800,,Eastern Time (US & Canada) 570271713512046592,positive,0.6549,,,US Airways,,JenRomanoff,,0,@USAirways thanks !!!,,2015-02-24 09:19:06 -0800,,Eastern Time (US & Canada) 570271209822294016,neutral,1.0,,,US Airways,,JenRomanoff,,0,@USAirways so I can make a reservation,,2015-02-24 09:17:06 -0800,,Eastern Time (US & Canada) 570271160363057154,neutral,0.6749,,0.0,US Airways,,JenRomanoff,,0,@USAirways I didn't make a reservation yet. It's about changing name on my dividend miles account,,2015-02-24 09:16:54 -0800,,Eastern Time (US & Canada) 570270772746461186,negative,1.0,Customer Service Issue,1.0,US Airways,,suzkschir6,,0,"@USAirways 167 minutes? ""Im not trained in that"". Cmon. Can't you do better than that?",,2015-02-24 09:15:21 -0800,, 570270630660218881,neutral,1.0,,,US Airways,,DCEssig,,0,"@USAirways if I qualify for free 1st checked bag, is that applied at checkin? Same for using companion tickets?",,2015-02-24 09:14:48 -0800,,Eastern Time (US & Canada) 570269976042573824,negative,1.0,Customer Service Issue,0.6444,US Airways,,JenRomanoff,,0,@USAirways any direct number to dividend miles account info? Every Time I try them I get actually hung up on,,2015-02-24 09:12:12 -0800,,Eastern Time (US & Canada) 570269272502607873,negative,0.6737,Flight Booking Problems,0.3684,US Airways,,haascc6,,0,@USAirways trying to use chairman upgrade cert for flt 740 on 2/26/14 but being told not an option with 10 open seats? How? Thanks,,2015-02-24 09:09:24 -0800,,Eastern Time (US & Canada) 570267781859557377,negative,1.0,Customer Service Issue,1.0,US Airways,,JenRomanoff,,0,@USAirways but I've been trying to call them since yesterday and I keep getting hung up on? Can you get me through to them??,,2015-02-24 09:03:28 -0800,,Eastern Time (US & Canada) 570266871586553856,neutral,1.0,,,US Airways,,msergovich5,,0,@USAirways what's the charge for oversize? Not overweight,,2015-02-24 08:59:51 -0800,,Atlantic Time (Canada) 570265780186710017,neutral,1.0,,,US Airways,,JenRomanoff,,0,"@USAirways to my legal last name. So it's not technically a name change, I just used the wrong name",,2015-02-24 08:55:31 -0800,,Eastern Time (US & Canada) 570265699215675392,negative,0.3913,Flight Booking Problems,0.3913,US Airways,,JenRomanoff,,0,@USAirways an award travel ticket but cannot since it is under a different last name. I simply need to change it,,2015-02-24 08:55:12 -0800,,Eastern Time (US & Canada) 570265609122029568,neutral,0.6737,,0.0,US Airways,,JenRomanoff,,0,@USAirways Hi! On my dividend miles account I accidentally listed my newly married name as opposed to my legal name. I am trying to book,,2015-02-24 08:54:50 -0800,,Eastern Time (US & Canada) 570264306350227456,negative,0.636,Customer Service Issue,0.3299,US Airways,,xafbcn,,0,@usairways Ok thank you…I call from Spain to US for seating assistance!,,2015-02-24 08:49:40 -0800,Barcelona,Brussels 570262977947013120,neutral,1.0,,,US Airways,,itsandrewhorn,,0,@USAirways can I check bags through to my final destination even though I bought separate tickets from IAD to PHL and PHL to Israel?,,2015-02-24 08:44:23 -0800,Brooklyn,Eastern Time (US & Canada) 570262676481421312,negative,1.0,Bad Flight,0.7085,US Airways,,DougAsano,,0,@USAirways 2day: no coffee & 1 working toilet. Then I read domestic airlines whining re: foreign competition. Coincidence? No #openskies,,2015-02-24 08:43:11 -0800,, 570259388872695808,neutral,1.0,,,US Airways,,msergovich5,,0,@USAirways how much is it to check golf clubs on a flight. They might be oversized,,2015-02-24 08:30:07 -0800,,Atlantic Time (Canada) 570259268844314625,neutral,1.0,,,US Airways,,DaveKrupinski,,0,@USAirways If I’m unable to use my departing flight can I still use the returning flight?,,2015-02-24 08:29:39 -0800,"New York, NY",Eastern Time (US & Canada) 570258946860171264,neutral,1.0,,,US Airways,,GMLane,,0,@usairways Is it possible to Cancelled Flight my reservation online?,,2015-02-24 08:28:22 -0800,,Eastern Time (US & Canada) 570258435448688641,negative,1.0,Cancelled Flight,0.3474,US Airways,,GMLane,,0,"@USAirways I've been on hold to rebook a Cancelled Flighted flight for over two hours. I know weather has a huge impact, but you should anticipate.",,2015-02-24 08:26:20 -0800,,Eastern Time (US & Canada) 570258209534922752,negative,1.0,Customer Service Issue,0.6665,US Airways,,SoClutchAllie,,0,"@USAirways Been on hold for over 5 hours! I believe I was overcharged $200 for my flight, I need an immediate explanation. HELP",,2015-02-24 08:25:26 -0800,"In a galaxy far, far away ✨",Pacific Time (US & Canada) 570257918798516224,neutral,1.0,,,US Airways,,oliviahaymond,,0,"@USAirways Thank you, although we're using our miles from our card and Flight Booking Problems companion tickets which can only be booked over the phone.",,2015-02-24 08:24:17 -0800,"Tampa, Florida",Eastern Time (US & Canada) 570257107737571329,positive,0.6667,,,US Airways,,mikebrandes,,0,@USAirways I made it- thx.,,2015-02-24 08:21:04 -0800,"Minneapolis, MN",Eastern Time (US & Canada) 570256300556165122,negative,1.0,Customer Service Issue,1.0,US Airways,,CoryDauphin,,0,@USAirways still on hold...1 hr 27 mins....thank god for chairman status. status match @Delta?,,2015-02-24 08:17:51 -0800,, 570255224155348992,neutral,1.0,,,US Airways,,oliviahaymond,,0,"@USAirways Is there a phone line to call into that isn't being affected by ""bad weather""? Trying to book a vacation, here... 👀",,2015-02-24 08:13:34 -0800,"Tampa, Florida",Eastern Time (US & Canada) 570253865066602497,negative,1.0,Customer Service Issue,1.0,US Airways,,msergovich5,,0,@USAirways has the worst customer service. Can't even get through to a rep you gotta be kidding me,,2015-02-24 08:08:10 -0800,,Atlantic Time (Canada) 570252052099678208,negative,1.0,Customer Service Issue,1.0,US Airways,,yorkshire2002,,1,@USAirways @Beamske But maybe I can be on hold for 30 minutes again. That would be just as amazing.,,2015-02-24 08:00:58 -0800,Kentucky,Eastern Time (US & Canada) 570251909447192577,negative,1.0,Lost Luggage,1.0,US Airways,,yorkshire2002,,1,@USAirways @Beamske how about a real live person talk to the person whose luggage was lost for 4 days and vacation wrecked . @yorkshire2002,,2015-02-24 08:00:24 -0800,Kentucky,Eastern Time (US & Canada) 570250989305004033,negative,1.0,Late Flight,1.0,US Airways,,mikebrandes,,0,@usairways is your clt departures delayed? Hoping I can make my connection after a lengthy take off delay and endless taxi-ing here at clt,,2015-02-24 07:56:45 -0800,"Minneapolis, MN",Eastern Time (US & Canada) 570250443034640384,positive,0.7039,,0.0,US Airways,,yorkshire2002,,0,@USAirways I'm glad @Beamske retweeted otherwise you would have to ignore the numerous tweets I sent. You all are fucking amazing,,2015-02-24 07:54:35 -0800,Kentucky,Eastern Time (US & Canada) 570249204767055872,negative,1.0,Lost Luggage,1.0,US Airways,,DannyLawray,,0,@USAirways So frustrating because I still have not gotten them back. Why my bag was sent to NY is a mystery! Shame on me this time!,,2015-02-24 07:49:39 -0800,"Dumfries, Virginia",Eastern Time (US & Canada) 570248954572619776,negative,1.0,Lost Luggage,1.0,US Airways,,DannyLawray,,0,@USAirways I will NEVER travel US Airways again. Flew in from LA to DC last night and for the 2nd time on this airline my bags didn't arrive,,2015-02-24 07:48:40 -0800,"Dumfries, Virginia",Eastern Time (US & Canada) 570248242853773312,positive,1.0,,,US Airways,,OneT_Mat,,0,@USAirways haha no worries you guys are the best! +1 for spelling my name correctly,,2015-02-24 07:45:50 -0800,"Boston, MA",Atlantic Time (Canada) 570247763704868864,negative,1.0,Customer Service Issue,1.0,US Airways,,JenRomanoff,,0,@USAirways like they will call me? I'v been trying since yesterday and no one is answering...,,2015-02-24 07:43:56 -0800,,Eastern Time (US & Canada) 570245576815546368,negative,1.0,Customer Service Issue,0.6897,US Airways,,bergie72,,0,"@USAirways your CSR in PHL suck. Flt 3883 gets cx'd, i get rebooked to the next day? On standby for 4011. Not hopeful.",,2015-02-24 07:35:14 -0800,"Hanover Twp, PA", 570243874062503936,negative,1.0,Customer Service Issue,1.0,US Airways,,JenRomanoff,,0,@USAirways HELLO!! Is anyone behind your twitter account? #badcustomerservice,,2015-02-24 07:28:28 -0800,,Eastern Time (US & Canada) 570242474750423040,negative,1.0,Customer Service Issue,1.0,US Airways,,JenRomanoff,,0,@USAirways I keep getting hung up on. PLEASE respond so I can book a ticket with you. I won't be able to buy one unless I speak to someone!,,2015-02-24 07:22:55 -0800,,Eastern Time (US & Canada) 570242452092813312,negative,1.0,Cancelled Flight,1.0,US Airways,,OneT_Mat,,0,@USAirways hey!! Yeah last time I got a phone call when flight was Cancelled Flightled from DCA to BOS,,2015-02-24 07:22:49 -0800,"Boston, MA",Atlantic Time (Canada) 570242191685234688,negative,0.6316,Can't Tell,0.3263,US Airways,,_Justin22_,,0,@USAirways You should be prepared for Weather. All I want to do is find out if I can take train to PHL to catch my connection.,,2015-02-24 07:21:47 -0800,,Eastern Time (US & Canada) 570241590758920192,negative,1.0,Cancelled Flight,1.0,US Airways,,yorkshire2002,,0,"@USAirways When you are deciding to wreck a vacation... is losing luggage from a Cancelled Flighted flight your ""go to"" maneuver?",,2015-02-24 07:19:24 -0800,Kentucky,Eastern Time (US & Canada) 570240576144211968,positive,0.3782,,0.0,US Airways,,david_drhealey,,0,@USAirways see you on board tomorrow,,2015-02-24 07:15:22 -0800,"Central, New Jersey",Hawaii 570239546673238017,negative,1.0,Customer Service Issue,0.6527,US Airways,,_Justin22_,,0,"@USAirways Been on hold for 40 minutes, calling because my flight is delayed. This type of service in not acceptable.",,2015-02-24 07:11:17 -0800,,Eastern Time (US & Canada) 570237453229019137,negative,1.0,Customer Service Issue,1.0,US Airways,,DocUX,,0,@USAirways been on hold for 2 hours for something which I could have done in less than 1 minute if it was available.Your site UX is awe full,,2015-02-24 07:02:58 -0800,USA,Quito 570236495367315456,negative,0.6842,Customer Service Issue,0.3474,US Airways,,dgjessee,,0,@USAirways then drop your fee! $150 ($300RT!!!!) makes no sense; most EU airlines charge $0. @AirCanada charges a reasonable $50.,,2015-02-24 06:59:09 -0800,"Atlanta, United States",Eastern Time (US & Canada) 570236313393373186,negative,1.0,Customer Service Issue,0.6378,US Airways,,david_drhealey,,0,@USAirways i understand that but i should still be able to view my reservation online....,,2015-02-24 06:58:26 -0800,"Central, New Jersey",Hawaii 570235676916117504,negative,0.669,Late Flight,0.3365,US Airways,,Dukestuaff,,0,@USAirways another fiasco at National. Forever from jet to gate on 8:05am flight from RDU,,2015-02-24 06:55:54 -0800,"Durham, NC",Eastern Time (US & Canada) 570235609933078529,negative,1.0,Customer Service Issue,1.0,US Airways,,oliviahaymond,,0,"@USAirways - Good to know that your phone customer service is still impaired due to ""bad weather"" that was over a week ago #jetblueanyone?",,2015-02-24 06:55:38 -0800,"Tampa, Florida",Eastern Time (US & Canada) 570232671353376769,negative,1.0,Flight Booking Problems,0.6697,US Airways,,TheVoiceofBrian,,1,"@USAirways OK we are on DAY 11 trying to book a flight for 4. Ur system STILL says ""due to weather….call back Late Flightr"" #outofbusiness ?",,2015-02-24 06:43:57 -0800,YouTube.com/VOiceofBrian,Central Time (US & Canada) 570231786824994816,negative,1.0,Can't Tell,1.0,US Airways,,yorkshire2002,,0,@USAirways Thanks again for ruiningmy vacation. You all are the best for this. Could not have done it without you.,,2015-02-24 06:40:27 -0800,Kentucky,Eastern Time (US & Canada) 570231607757381632,negative,1.0,Late Flight,1.0,US Airways,,MadeleineDay,,0,@USAirways @AmericanAir our honeymoon was delayed a day because a gas cap was not screwed on! Flight 1801- so frustrating!,,2015-02-24 06:39:44 -0800,St. Louis,Pacific Time (US & Canada) 570230527032229889,negative,1.0,Can't Tell,0.6661,US Airways,,HRKatWrangler,,0,@USAirways Your policy needs a serious revision for babies. Fortunately I have choices and choose @Southwest from here on out.,,2015-02-24 06:35:26 -0800,"Hudson Valley, NY",Atlantic Time (Canada) 570229647713148928,negative,1.0,Customer Service Issue,1.0,US Airways,,lj_verde,,0,@USAirways still ignoring my question. #USAirways consistently providing poor customer service.,,2015-02-24 06:31:57 -0800,DC,Eastern Time (US & Canada) 570229176621510659,negative,1.0,Lost Luggage,0.6629999999999999,US Airways,,mcgarr_ok,,0,@USAirways they have all of this at hotels. Still don't have my work folder or business casual clothes. #worst http://t.co/JIEYCat1Ek,,2015-02-24 06:30:04 -0800,, 570226365410230272,negative,1.0,Customer Service Issue,0.6391,US Airways,,gregdarley,,0,@USAirways oh I got right through to an agent. They just kept putting me on hold and still didn't fix the problem,,2015-02-24 06:18:54 -0800,,Eastern Time (US & Canada) 570226104839090176,negative,1.0,Late Flight,0.3516,US Airways,,MandiBPro,,0,@USAirways There is no reFlight Booking Problems the event I'm flying to attend. Waiting for jetway driver??? STILL ON TARMAC???,,2015-02-24 06:17:52 -0800,"Jacksonville, FL",Eastern Time (US & Canada) 570225817873227776,negative,1.0,Lost Luggage,1.0,US Airways,,mcgarr_ok,,0,@USAirways Baggage Team? Recording tells me my bag still hasn't been found. And delayed baggage link on web conveniently not working. #worst,,2015-02-24 06:16:43 -0800,, 570224746652160000,negative,1.0,Customer Service Issue,1.0,US Airways,,NicoleCarmellaF,,0,@USAirways been trying for weeks no use,,2015-02-24 06:12:28 -0800,, 570223944260849664,negative,1.0,Can't Tell,1.0,US Airways,,mikeyyyyyyy_,,0,@USAirways should give me free baggage for this mess,,2015-02-24 06:09:17 -0800,,Central Time (US & Canada) 570223851570909185,negative,0.6537,longlines,0.6537,US Airways,,MandiBPro,,0,"@USAirways Gate traffic #DCA, MY flight arrived 20 early,connecting flight 2139 leaving in 23 minutes. Several of us stuck. HOLD THAT PLANE.",,2015-02-24 06:08:55 -0800,"Jacksonville, FL",Eastern Time (US & Canada) 570223460632403969,negative,1.0,Bad Flight,0.3474,US Airways,,PrettyMommy86,,0,@USAirways I really feel like your company needs evaluate their policies & realize that transfers should be possible for tickets,,2015-02-24 06:07:21 -0800,, 570222748615598081,neutral,1.0,,,US Airways,,WhatSarahSayzz,,0,@USAirways I know this is probably a no but is there a way to get a cheaper airfare ticket if the flight is leaving in a few hours? 🙏,,2015-02-24 06:04:32 -0800,,Pacific Time (US & Canada) 570222481618948096,negative,1.0,Customer Service Issue,0.6872,US Airways,,lmeckPR,,0,@USAirways seriously??? did you not see that I've spent 2 days - for multiple hours on hold just to have to hang up after the hours?,,2015-02-24 06:03:28 -0800,Maryland,Quito 570220968435716097,positive,0.6991,,,US Airways,,LouiseMcElwee,,0,"@USAirways Waiting on my flight right now, thanks!!",,2015-02-24 05:57:27 -0800,#yeahTHATgreenville SC, 570219953741279232,neutral,1.0,,,US Airways,,jmkagan,,0,@USAirways How do I add my TSA Pre number to an existing reservation?,,2015-02-24 05:53:25 -0800,"Washington, DC",Quito 570219138125324288,neutral,0.6326,,0.0,US Airways,,NicoleCarmellaF,,0,@USAirways can i please have someone call me 781 879 4505,,2015-02-24 05:50:11 -0800,, 570217639584395264,positive,0.6983,,0.0,US Airways,,stevan_hicks,,0,@USAirways We're back at a gate. Opposite of wheels up. Im sure we'll get thete eventually. So thanks.,,2015-02-24 05:44:14 -0800,, 570217450874146818,negative,1.0,Customer Service Issue,1.0,US Airways,,TrevorHam01,,0,@USAirways. R U aware your wait time to talk to a sales agent is always 30-60 minutes? Unacceptable. At least employ a call back feature!,,2015-02-24 05:43:29 -0800,NYC, 570215793511825408,neutral,1.0,,,US Airways,,RockUrHumanity,,0,@USAirways & @AmericanAir: 1 flight Cancelled Flightled yesterday and now a delay today has robbed my daughter of 2 days with her grandparents. Thanks,,2015-02-24 05:36:53 -0800,East Coast/New England,Eastern Time (US & Canada) 570215234088116224,negative,0.6452,Late Flight,0.6452,US Airways,,stevan_hicks,,0,@USAirways 1729 connecting in charlotte to houston. Mechanical issue determined while q'd to take off. And we checked our bags.,,2015-02-24 05:34:40 -0800,, 570214488739225601,negative,1.0,Lost Luggage,1.0,US Airways,,kintheusa,,0,@USAirways can you DM please in regards to update on lost bag please.,,2015-02-24 05:31:42 -0800,, 570213946348560388,negative,1.0,Flight Attendant Complaints,0.6547,US Airways,,cmtodd,,0,@USAirways need to retrain US 3837 lead flight attendant and gate agent at arrival MKE 2/23. Horrible attitudes toward helping customers.,,2015-02-24 05:29:33 -0800,"Miami Beach, Florida USA",Eastern Time (US & Canada) 570213783085432832,negative,1.0,Late Flight,1.0,US Airways,,stevan_hicks,,0,@USAirways Youre batting .1000. Every flight Ive taken is delayed. Worst airline. ever.,,2015-02-24 05:28:54 -0800,, 570212087223287809,positive,1.0,,,US Airways,,bkusske,,0,@USAirways knows customer service!! Thank you for starting our 2 week vacay on an amazing note! Thank you sarita!!!,,2015-02-24 05:22:10 -0800,MN,Mountain Time (US & Canada) 570208640520622080,negative,0.7087,Customer Service Issue,0.7087,US Airways,,peterbarth,,0,@USAirways why aren't you updating flight status/delays?,,2015-02-24 05:08:28 -0800,"Greenville, SC",Eastern Time (US & Canada) 570208313163550721,negative,1.0,Customer Service Issue,0.3435,US Airways,,peterbarth,,0,@USAirways They're also saying the CLT flights are delayed but you're not showing it in your system which makes it impossible to figure out,,2015-02-24 05:07:10 -0800,"Greenville, SC",Eastern Time (US & Canada) 570208172289474560,negative,1.0,Late Flight,0.3666,US Airways,,peterbarth,,0,"@USAirways nope, they just announced we're headed back to the gate.",,2015-02-24 05:06:36 -0800,"Greenville, SC",Eastern Time (US & Canada) 570206113783795713,negative,1.0,Late Flight,1.0,US Airways,,peterbarth,,0,@USAirways pretty sure we didn't actually take off at 7:10 http://t.co/vuxf4r4Unu,,2015-02-24 04:58:26 -0800,"Greenville, SC",Eastern Time (US & Canada) 570205604314255360,negative,1.0,Customer Service Issue,0.6552,US Airways,,Danye33,,0,@USAirways well then that is a horrible flaw in your system. 2 hours in the past day I've wasted. I've got a job & family this is crazy,,2015-02-24 04:56:24 -0800,,Eastern Time (US & Canada) 570205370649604096,negative,0.6771,Late Flight,0.3437,US Airways,,peterbarth,,0,@USAirways 5203 and we're just sitting 20 feet from an open gate,,2015-02-24 04:55:28 -0800,"Greenville, SC",Eastern Time (US & Canada) 570204219191504896,negative,1.0,Flight Booking Problems,0.3663,US Airways,,Danye33,,0,@USAirways just wasted another hour of my life on hold. this is insanity. there has to be another way to use my voucher as payment online,,2015-02-24 04:50:54 -0800,,Eastern Time (US & Canada) 570203789963218944,negative,0.6629999999999999,Can't Tell,0.6629999999999999,US Airways,,jbatchelor88,,0,@USAirways what's wrong with the plane? Flt 581,,2015-02-24 04:49:12 -0800,"millville,nj", 570203037823836160,negative,1.0,Can't Tell,0.6617,US Airways,,eatmyshorts2263,,0,"@USAirways @united two broken airplanes, two days Late Flightr and I'm stranded after a funeral and missing out on my last semester of #college. 👍",,2015-02-24 04:46:12 -0800,Carmen SanDiego,Eastern Time (US & Canada) 570199481943261184,negative,1.0,Lost Luggage,1.0,US Airways,,bcruz1028,,0,@USAirways @AmericanAir Day 3 & still no luggage Chkd http://t.co/MbLTALr4BS STATUS=AWAITING ASGMNT TO DRIVER Since yest 10:15am,,2015-02-24 04:32:04 -0800,, 570197883716300800,negative,1.0,Flight Attendant Complaints,0.6875,US Airways,,suetrio,,0,@USAirways Flight 830 CLT to Phl. I was 1st on list.Someone else got spot. Rude employee in coach. Wouldt give ID. Said he was cute red head,,2015-02-24 04:25:43 -0800,, 570197868813918208,negative,1.0,Flight Attendant Complaints,0.6706,US Airways,,ucbearcatdad,,0,"@USAirways asked her why needed to take yellow tag off. She said, ""because I told you to!"" Expect a personal apology from her- unacceptable!",,2015-02-24 04:25:40 -0800,, 570196428364111873,negative,1.0,Can't Tell,0.6779999999999999,US Airways,,ucbearcatdad,,0,"@USAirways , since jan 22 have been on 10 flights. Why the disrespect in CLT, flt #2063 at 2:50pm on 18feb to DCA? just asked herba question",,2015-02-24 04:19:56 -0800,, 570195970610348032,negative,0.6421,Flight Booking Problems,0.6421,US Airways,,hiphop_hokie,,0,@USAirways nah it's for my flight next week.. inside my Chairman 7-day window but you still haven't released the last open First seat to me,,2015-02-24 04:18:07 -0800,"Richmond, VA", 570192366272970752,neutral,1.0,,,US Airways,,meathead1974,,0,@USAirways flight 1946 out of clt this morning. It's snowing here. Should i head out to the airport?,,2015-02-24 04:03:48 -0800,"Charlotte, NC", 570190931321757696,negative,1.0,Customer Service Issue,1.0,US Airways,,mikejmarsh,,0,@USAirways I've been on hold for 41min. Just trying to change my reservation.,,2015-02-24 03:58:06 -0800,, 570185347453329409,neutral,1.0,,,US Airways,,ToxicLayge,,0,@USAirways I am a UK citizen. Is there a UK number I could try?,,2015-02-24 03:35:55 -0800,,London 570184073139912704,negative,1.0,Late Flight,0.3491,US Airways,,McClainTweets,,0,@USAirways I just spent 3.5 hours and got nowhere. Entire experience #epicfail,,2015-02-24 03:30:51 -0800,"Cleveland, Ohio",Eastern Time (US & Canada) 570181464773562368,negative,1.0,Customer Service Issue,0.6789,US Airways,,ToxicLayge,,0,@USAirways Changing my flights with no explanations and still don't have a confirmation. So disappointed in the service,,2015-02-24 03:20:29 -0800,,London 570177698166923267,negative,0.6739,Can't Tell,0.3478,US Airways,,MLasichak,,0,@USAirways nope not yet...,,2015-02-24 03:05:31 -0800,"Crofton, Maryland", 570157409458642944,negative,1.0,Lost Luggage,1.0,US Airways,,yorkshire2002,,0,@usairways I will make sure to never use your incompetent airlines again. My luggage has been out for delivery for 24 hours.,,2015-02-24 01:44:54 -0800,Kentucky,Eastern Time (US & Canada) 570157210183069696,negative,1.0,Lost Luggage,1.0,US Airways,,yorkshire2002,,0,"@usairways My flight was Cancelled Flighted Saturday. Why was my luggage not at the airport? Today, I'm supposed to have it delivered. Pathetic",,2015-02-24 01:44:06 -0800,Kentucky,Eastern Time (US & Canada) 570156989541687296,negative,1.0,Can't Tell,1.0,US Airways,,yorkshire2002,,0,@usairways Thank you for allowing me to spend more money on vacation by buying things I already bought.,,2015-02-24 01:43:13 -0800,Kentucky,Eastern Time (US & Canada) 570156777297350656,negative,0.7109,Can't Tell,0.7109,US Airways,,yorkshire2002,,0,@usairways Thanks so much for ruining my vacation. I really couldn't have done it without you.,,2015-02-24 01:42:23 -0800,Kentucky,Eastern Time (US & Canada) 570151995472027649,negative,0.6469,Can't Tell,0.3371,US Airways,,NoDoubtMom,,0,@USAirways it's not like I'm trying to leave earlier just for fun. I don't want to get stuck in DC if we have bad weather in RDU.,,2015-02-24 01:23:23 -0800,"Durham, NC",Eastern Time (US & Canada) 570151703410053120,negative,1.0,Can't Tell,0.6222,US Airways,,NoDoubtMom,,0,@USAirways some flexibility on your part would be nice. This is why I love @SouthwestAir. They're flexible & not trying to take all my $.,,2015-02-24 01:22:13 -0800,"Durham, NC",Eastern Time (US & Canada) 570133607223840768,positive,0.6606,,,US Airways,,cusefan4ever,,0,@USAirways Excited that I'll be flying from Syracuse to interview in Dallas on Friday for the FA position- this is a goal & dream of mine!,,2015-02-24 00:10:19 -0800,"Oswego, NY",Eastern Time (US & Canada) 570125976195219456,negative,0.3469,Customer Service Issue,0.3469,US Airways,,EmilyClapp,,0,@USAirways thank you for reaching out to me. Hopefully my request will be fixed and I can remain a loyal customer.,,2015-02-23 23:39:59 -0800,DC, 570120432453615617,negative,1.0,Customer Service Issue,1.0,US Airways,,SLKToday,,0,@USAirways it doesn't take 6 days to respond to an already open case!,,2015-02-23 23:17:58 -0800,Manchester, 570119853312311296,positive,1.0,,,US Airways,,GrahamHaigh,,0,"@usairways great crew for flight 504 PHX to YVR tonight! Friendly, efficient. Awesome job.",,2015-02-23 23:15:40 -0800,"Vancouver, Canada",Pacific Time (US & Canada) 570114300888678401,negative,1.0,Customer Service Issue,1.0,US Airways,,Allmyvacations,,0,@USAirways are people going to answer our calls?,,2015-02-23 22:53:36 -0800,Stafford VA, 570114273021534209,negative,1.0,Late Flight,0.3541,US Airways,,medrisy,,0,@USAirways pilot forgets to show up to work and Ricky J (gate agent) gives customers attitude. #usairwaysfail,,2015-02-23 22:53:29 -0800,, 570110504254857217,negative,1.0,Can't Tell,0.6507,US Airways,,medrisy,,0,@USAirways : You Make the Reservation; We'll Make the Excuses! #usairwaysfail,,2015-02-23 22:38:31 -0800,, 570110280635588608,positive,0.6647,,0.0,US Airways,,mydulcebella,,0,@USAirways Thank You for your empathy there is more to this story than just the luggage but thank you for reaching out,,2015-02-23 22:37:37 -0800,Pennsylvania,Eastern Time (US & Canada) 570109961511895040,negative,1.0,Late Flight,1.0,US Airways,,medrisy,,0,@USAirways is utterly unreliable! They didn't schedule a pilot for their US624 flight out of Seattle - flights are delayed #usairwaysfail,,2015-02-23 22:36:21 -0800,, 570109219078152193,negative,1.0,Can't Tell,0.3474,US Airways,,CicilyGray,,0,@USAirways yes but again valuable time has been lost,,2015-02-23 22:33:24 -0800,, 570108987284197376,negative,1.0,Customer Service Issue,0.35700000000000004,US Airways,,jpkansara,,0,@USAirways I don't like being lied to. No bad weather in dc md va. I've been stuck in CA all day and should've been home by now. You owe me.,,2015-02-23 22:32:29 -0800,"Washington,D.C.", 570108377029685248,negative,1.0,Late Flight,0.6405,US Airways,,jakenemmasmom,,0,@USAirways yes it landed at 11:40am. Should not take another 12+ hours to go 40 min drive. Was assured I would have this am.,,2015-02-23 22:30:03 -0800,, 570106579879645185,negative,1.0,Lost Luggage,0.7128,US Airways,,mydulcebella,,0,@USAirways the disappointment was not the bag but that it arrived before me and I was kept 12 hrs without options in IAH,,2015-02-23 22:22:55 -0800,Pennsylvania,Eastern Time (US & Canada) 570105696219308033,negative,1.0,Late Flight,1.0,US Airways,,CicilyGray,,0,@USAirways can't get back lost time,,2015-02-23 22:19:24 -0800,, 570104704241307649,negative,1.0,Late Flight,0.6534,US Airways,,CicilyGray,,0,@USAirways flt 1820 2rsw could have extended the courtsey of waiting 2min 4 10 of us.... gates closed in r faces. Ur fired,,2015-02-23 22:15:28 -0800,, 570104544622981122,negative,1.0,Can't Tell,1.0,US Airways,,worldwideweg,,0,@USAirways - thanks however I feel like the system has failed me -- what is the solution?,,2015-02-23 22:14:50 -0800,, 570101746590093312,negative,1.0,Lost Luggage,1.0,US Airways,,jakenemmasmom,,0,@USAirways my bag landed 1 day Late Flight at sfo at 11:40am. How can it be 10:01pm and I still don't have it? Flight 719 2/22/14,,2015-02-23 22:03:43 -0800,, 570098159076171776,positive,1.0,,,US Airways,,cookyvonne,,0,@USAirways thanks very much! I got thru on the phone & everything is fine. Just love the website & app ! Thanks for working on it!,,2015-02-23 21:49:27 -0800,, 570097596913623040,negative,1.0,Customer Service Issue,0.6574,US Airways,,miguellem90,,0,"@USAirways thanks for nothing. Bought two tix through you to Disney and my friend can't go and now I have to eat the 400, plus 600 for new 1",,2015-02-23 21:47:13 -0800,"cheektowaga, ny",Eastern Time (US & Canada) 570091270334509056,negative,1.0,Lost Luggage,1.0,US Airways,,StretfordGoose,,0,@USAirways Hi. I'm in LGA but my luggage is in CLT. Have been told to come back tomorrow to collect. Do you guys want to cover my taxi fare?,,2015-02-23 21:22:05 -0800,"Porkhampton, England",London 570085837821632512,negative,1.0,Flight Attendant Complaints,0.3425,US Airways,,worldwideweg,,0,"@USAirways Instead of fair treatment, I got a nasty letter from a lady in senior management that illness forfeits miles like death.",,2015-02-23 21:00:30 -0800,, 570085644015419393,negative,1.0,Customer Service Issue,0.6619,US Airways,,worldwideweg,,0,"@USAirways A few years ago I lost over 50,000 miles bc I was physically unable to fly during the period. I submitted a doctor's note.",,2015-02-23 20:59:43 -0800,, 570085487261700096,negative,1.0,Customer Service Issue,1.0,US Airways,,worldwideweg,,0,@USAirways I've never been treated this badly,,2015-02-23 20:59:06 -0800,, 570085423801888768,negative,1.0,Customer Service Issue,0.6518,US Airways,,worldwideweg,,0,@USAirways I'm glad this airline is going to be swallowed by American!!! American always picks up the phone and solves problems.,,2015-02-23 20:58:51 -0800,, 570085229576265728,negative,1.0,Customer Service Issue,0.6645,US Airways,,worldwideweg,,0,@USAirways Three months and my miles haven't been credited. No one is going to read the email I sent.,,2015-02-23 20:58:05 -0800,, 570085132251598850,negative,1.0,Flight Booking Problems,0.6737,US Airways,,worldwideweg,,0,@USAirways My email gets me a canned response that it takes 10 days for mileage to get credited --- It's been three months and my miles,,2015-02-23 20:57:41 -0800,, 570084871101661184,neutral,0.6626,,0.0,US Airways,,worldwideweg,,0,@USAirways My tweet gets me a response to email dmsc@usairways.com,,2015-02-23 20:56:39 -0800,, 570084707548958720,neutral,0.6556,,0.0,US Airways,,worldwideweg,,0,@USAirways The help/complaint forms on the website can be used only if the matter applies to an actual ticketed flight,,2015-02-23 20:56:00 -0800,, 570084406204997632,negative,1.0,Customer Service Issue,1.0,US Airways,,worldwideweg,,0,@USAirways No one picks up the phone all day/ no opportunity to leave a voicemail,,2015-02-23 20:54:48 -0800,, 570084337099673600,negative,1.0,Flight Booking Problems,0.6601,US Airways,,worldwideweg,,0,"@USAirways Instead, the miles are credited to an account that i did not open -- My request to merge the accounts is denied",,2015-02-23 20:54:32 -0800,, 570084217301962752,negative,1.0,Can't Tell,0.6631,US Airways,,mydulcebella,,0,@USAirways No I was there 12 hrs early! Send me an email to share my experience You don't want this blasting here.,,2015-02-23 20:54:03 -0800,Pennsylvania,Eastern Time (US & Canada) 570084200235335680,negative,1.0,Customer Service Issue,0.6452,US Airways,,worldwideweg,,0,"@USAirways I open the credit card and earn 44,000+ miles, and you wont' credit the miles to my account to restore the forfeited miles",,2015-02-23 20:53:59 -0800,, 570083998380232704,negative,1.0,Flight Booking Problems,1.0,US Airways,,worldwideweg,,0,@USAirways you took the miles out of my account and told me that I could restore by paying $150 or opening a credit card,,2015-02-23 20:53:11 -0800,, 570083761582428160,negative,0.6764,Flight Booking Problems,0.6764,US Airways,,worldwideweg,,0,"@USAirways - I had 20,748 miles in my account and was informed I'd forfeit them bc of 33 months of inactivity - I",,2015-02-23 20:52:15 -0800,, 570083548364992512,negative,1.0,Customer Service Issue,1.0,US Airways,,worldwideweg,,0,@usairways - It's all automated and no one cares to understand the problem I'm having,,2015-02-23 20:51:24 -0800,, 570083458925490176,negative,1.0,Late Flight,1.0,US Airways,,premiyerx,,0,@USAirways screwed me up big. 1st flight 1hr Late Flight. Made it to 2nd flight. CSM daryl wouldn't let me on the plane because we were (1/4),,2015-02-23 20:51:02 -0800,"Dallas, TX ", 570083021099032576,negative,1.0,Lost Luggage,0.6667,US Airways,,mydulcebella,,0,"@USAirways Houston hub Aa T. Employee the bag is not here, It made it to Pa before me! Oops not your problem http://t.co/Uld0hWFkfo",,2015-02-23 20:49:18 -0800,Pennsylvania,Eastern Time (US & Canada) 570082431304392704,negative,1.0,Customer Service Issue,0.6785,US Airways,,McClainTweets,,0,"@USAirways charged my card 11 times for one airline ticket, now card is on security hold",,2015-02-23 20:46:57 -0800,"Cleveland, Ohio",Eastern Time (US & Canada) 570082420936052737,negative,0.6898,Customer Service Issue,0.6898,US Airways,,chuckbaker5,,0,@USAirways not yet. But we will see shortly.,,2015-02-23 20:46:55 -0800,, 570081545211375616,negative,1.0,Can't Tell,0.6563,US Airways,,RoxyShepherd,,0,@USAirways I've flown US Airways at least five times. Every single time has been like this. Actions speak louder than words.,,2015-02-23 20:43:26 -0800,"New Orleans, LA",Atlantic Time (Canada) 570081206412431360,negative,0.6281,Late Flight,0.6281,US Airways,,CicilyGray,,0,@USAirways flight from Bhm delayed 5hrs! Connect flgt left us in clt at a motel,,2015-02-23 20:42:05 -0800,, 570079855821389824,negative,1.0,Can't Tell,0.3592,US Airways,,lmeckPR,,0,"@USAirways membership has no privileges anymore - my son is in the army, short window to see him - NO help.",,2015-02-23 20:36:43 -0800,Maryland,Quito 570079508797243392,negative,1.0,Customer Service Issue,1.0,US Airways,,lmeckPR,,0,@USAirways honestly - how is it quickly as possible I've been on hold sine 9:50pm? Everyone that answers has to send me to someone else.,,2015-02-23 20:35:21 -0800,Maryland,Quito 570078379421990912,negative,0.6564,Customer Service Issue,0.3544,US Airways,,tracee28,,0,@USAirways done it! Process initiated Saturday morning. Can't get info with website issues & inadequate phone coverage. How 2 get update??,"[29.99135326, -95.52122091]",2015-02-23 20:30:51 -0800,Knoxville,Eastern Time (US & Canada) 570078355770339328,negative,0.6551,Lost Luggage,0.6551,US Airways,,hhagerty,,0,@USAirways yay for glitchy tracking system! My bags made it to my destination and not Laguardia like the app said!,,2015-02-23 20:30:46 -0800,"Denver, CO",Mountain Time (US & Canada) 570078280591781888,negative,1.0,Flight Booking Problems,0.3562,US Airways,,lmeckPR,,0,@USAirways really??? NOT ONE OF THEM CAN BOOK DIVIDEND MILES TRAVEL - Literally on hold now since 9:50pm - it's 11:30pm #NoExcuses,,2015-02-23 20:30:28 -0800,Maryland,Quito 570078102551834624,negative,1.0,Can't Tell,0.3416,US Airways,,KinnaneCallum,,0,"@USAirways yeah I know that but that doesn't get me my money back does it, everytime I fly with you something bad happens.",,2015-02-23 20:29:45 -0800,, 570078049779081216,positive,0.6806,,,US Airways,,__RWG__,,0,"BY THE GRACE OF GOD, I MADE IT! “@USAirways: @__RWG__ We don't have those powers in here. We hope you can make that flight.”",,2015-02-23 20:29:33 -0800,,Mountain Time (US & Canada) 570077991436484609,negative,0.6915,Can't Tell,0.3617,US Airways,,mcgarr_ok,,0,@USAirways Everyone is sorry. Don't have what I need for meeting tomorrow. 140 charac. isn't nearly enough to highlight your shortcomings,,2015-02-23 20:29:19 -0800,, 570076827135246336,negative,1.0,Can't Tell,0.3596,US Airways,,KyleHanagami,,0,@USAirways is the worst. I have to pay $200 just to NOT take my first flight in a round trip! Otherwise they'll Cancelled Flight my whole flight.,,2015-02-23 20:24:41 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570075916430397440,negative,1.0,Customer Service Issue,1.0,US Airways,,retardedlarry,,0,"@USAirways if it was so important, why did I wait on hold and then get hung up on by your computer? #disappointed",,2015-02-23 20:21:04 -0800,, 570075866748694528,neutral,0.6667,,,US Airways,,caneryilmz,,0,@USAirways thank u i wiil write after call travel agency,,2015-02-23 20:20:52 -0800,, 570075456302649344,negative,1.0,Can't Tell,0.6136,US Airways,,CicilyGray,,0,@USAirways terrible service,,2015-02-23 20:19:14 -0800,, 570074662086045696,negative,1.0,Customer Service Issue,1.0,US Airways,,worldwideweg,,0,"@USAirways Disgusted with your poor customer service. U wrongfully remove > 65,000 miles from my Dividend Miles and no live person,",,2015-02-23 20:16:05 -0800,, 570074077383102464,negative,1.0,Customer Service Issue,0.3581,US Airways,,__RWG__,,0,@USAirways Please hold flight US 639 in Phoenix! I'm a weary traveler stuck on another flight because the tarmac is having issues!,,2015-02-23 20:13:46 -0800,,Mountain Time (US & Canada) 570073507465469952,negative,1.0,Customer Service Issue,0.6813,US Airways,,worldwideweg,,0,"@USAirways - No live person to speak with all day at Dividend Miles, after they wrongfully took over 65,000 miles out of my account.",,2015-02-23 20:11:30 -0800,, 570073473952968705,negative,1.0,Lost Luggage,1.0,US Airways,,mcgarr_ok,,0,@USAirways my frustrations are the result of multiple experiences Late Flightly. Currently lost luggage. I want to talk to a real person.,,2015-02-23 20:11:22 -0800,, 570072227942674432,negative,1.0,Customer Service Issue,1.0,US Airways,,lmeckPR,,0,"@USAirways cust svc means nothing! So disappointed. Trying since 730a to speak to a human I get bad weather not bad service. #socialtantrum",,2015-02-23 20:06:25 -0800,Maryland,Quito 570071350133579776,negative,1.0,Can't Tell,0.6779999999999999,US Airways,,elysebeme,,0,"@USAirways yes, but I had to pay more for another flight to get me out tomorrow since there weren't anymore for tonight...not fun :-/",,2015-02-23 20:02:55 -0800,, 570071071220609024,negative,0.6669,Flight Booking Problems,0.6669,US Airways,,marisa_negri,,0,"@USAirways Well, that's a problem considering I need to book a flight tonight for this weekend... is there anything you can do?",,2015-02-23 20:01:49 -0800,"Austin, TX | Atlanta, GA",Eastern Time (US & Canada) 570070928425676800,neutral,0.6353,,0.0,US Airways,,caneryilmz,,0,@USAirways but i bougth mc caren to jfk with same agency and delta airways . Delta refund money but usairways doesnt accept to refund,,2015-02-23 20:01:15 -0800,, 570070449406812160,negative,1.0,Flight Booking Problems,0.6703,US Airways,,caneryilmz,,0,@USAirways it is my fault but i bought online and i get twice why i buy twice it fault but i bougth ticket jfk to mccaren and usairways ++,,2015-02-23 19:59:21 -0800,, 570069362310324224,negative,0.6774,Bad Flight,0.349,US Airways,,bstrock,,1,"@usairways US1799 CLT->SFO in first no desert, no snack basket. Incoming was on time ? What’s up?",,2015-02-23 19:55:02 -0800,"Denver, NC",Eastern Time (US & Canada) 570068659193950208,neutral,1.0,,,US Airways,,EverettWJones,,0,@USAirways thank you.,,2015-02-23 19:52:14 -0800,,Quito 570067865946234883,negative,1.0,Customer Service Issue,0.69,US Airways,,m2gris,,0,"@USAirways was transf, held 15-18 min more b4 agent answered and helped. By time I got to person fare I'd seen was gone. Had to get supv.",,2015-02-23 19:49:05 -0800,"Irvine, Ca", 570064017022181376,negative,1.0,Can't Tell,1.0,US Airways,,mcgarr_ok,,1,@USAirways you are the actual worst. You have zero respect for your passengers. I'm officially done flying with you.,,2015-02-23 19:33:47 -0800,, 570063683256242177,negative,1.0,Customer Service Issue,1.0,US Airways,,retardedlarry,,0,@USAirways has the worst customer service line. I've called them 8 times today and not once was I able to talk to a real human being.,,2015-02-23 19:32:28 -0800,, 570061827100422144,negative,1.0,Flight Booking Problems,1.0,US Airways,,alec1289,,0,@usairways that wasn't the issue. Someone finally helped on the phone. Now theres a website error that won't let me process my request. SMH,,2015-02-23 19:25:05 -0800,Los Angeles,Pacific Time (US & Canada) 570061033253023744,negative,1.0,Customer Service Issue,0.6890000000000001,US Airways,,caneryilmz,,0,@USAirways you say to call travel agency and they say we cant refund because usairways didnt accept this.,,2015-02-23 19:21:56 -0800,, 570060873328414721,negative,1.0,Can't Tell,1.0,US Airways,,Saint_Louisan,,0,@USAirways ... I f@$%ing hate you.,,2015-02-23 19:21:18 -0800,"St. Louis to Parris Island, SC",Alaska 570060752926728192,negative,1.0,Can't Tell,0.6344,US Airways,,caneryilmz,,0,@USAirways travel agency said that if usairways accept we will refund money i dont understand why dont u refund,,2015-02-23 19:20:49 -0800,, 570060273798631424,negative,0.6598,Can't Tell,0.3512,US Airways,,marisa_negri,,0,"@USAirways Yes & have already spent 1K+ on the card & paid the $89 annual fee, but the 50K miles have not shown up. Want to fly AUS --> ATL",,2015-02-23 19:18:55 -0800,"Austin, TX | Atlanta, GA",Eastern Time (US & Canada) 570060272049778688,negative,0.6769,Flight Booking Problems,0.6769,US Airways,,caneryilmz,,0,@USAirways no i use to skyscanner and travel agency and i called u . You said you should call travel agency but,,2015-02-23 19:18:54 -0800,, 570058295689523200,negative,1.0,longlines,0.3523,US Airways,,MSFHQ,,0,"@USAirways finally spoke with someone. I have to email the refund dept. I love you guys, but 6 hours in line to be told no dice sucks.",,2015-02-23 19:11:03 -0800,,Quito 570058065480962048,neutral,0.6696,,,US Airways,,roanwild,,0,"@USAirways yes, with Delta!",,2015-02-23 19:10:08 -0800,, 570057520162721792,negative,1.0,Flight Booking Problems,0.6869,US Airways,,jkfreeman1,,0,@USAirways well I thought they had hours ago but just found out that no I do not have a seat,,2015-02-23 19:07:58 -0800,Southeastern United States,Central Time (US & Canada) 570056984986300418,negative,1.0,Bad Flight,1.0,US Airways,,danielromeyn,,0,"@USAirways : Was on flight 2046 BOS-CLT on 2/22, awful experience, exit row seat was so narrow that I could not move my legs! Unacceptable.",,2015-02-23 19:05:51 -0800,"Keene, NH",Eastern Time (US & Canada) 570056859698270208,negative,1.0,Customer Service Issue,1.0,US Airways,,MLasichak,,0,"@USAirways yes, but we were answered and put back on hold while they were to check on our request.. 50 mins Late Flightr nothing!",,2015-02-23 19:05:21 -0800,"Crofton, Maryland", 570056533356224512,negative,1.0,Customer Service Issue,1.0,US Airways,,ChuckManicotti,,1,@USAirways Not good. On hold for over an hour. http://t.co/wSgYckCIIO,,2015-02-23 19:04:03 -0800,, 570054495943720960,neutral,1.0,,,US Airways,,EverettWJones,,0,@USAirways Expedia reserved a ticket for me and 2 more for a USAW flight but only issued 1. They are not responsive.Thoughts?,,2015-02-23 18:55:57 -0800,,Quito 570054266267811840,positive,0.6727,,,US Airways,,Lucas_Henderson,,0,"@USAirways no worries, your flight attendant took care of it.",,2015-02-23 18:55:02 -0800,"Knoxville, TN",Quito 570054257577041921,neutral,0.3872,,0.0,US Airways,,Wheres_Papi,,0,@USAirways Thanks for getting back to me. I called that number earlier but no option to leave vm and just rings with busy tone,,2015-02-23 18:55:00 -0800,USA,Eastern Time (US & Canada) 570052124010278912,negative,1.0,Customer Service Issue,1.0,US Airways,,ChuckManicotti,,0,@USAirways I've been on hold for over an hour. Not doing so well in the customer service department. #weak,,2015-02-23 18:46:32 -0800,, 570051488875020288,negative,1.0,Customer Service Issue,1.0,US Airways,,m2gris,,0,@USAirways - 53 minutes on hold for a reservation?,,2015-02-23 18:44:00 -0800,"Irvine, Ca", 570050881879568384,negative,0.6756,Customer Service Issue,0.6756,US Airways,,christabtaylor,,1,@USAirways @joyadventuremom there are breastfeeding momma's watching this story all over the country! Better work on a faster response :),,2015-02-23 18:41:35 -0800,, 570048851295383552,negative,1.0,Flight Booking Problems,1.0,US Airways,,marisa_negri,,0,@USAirways #DividendRewards Urgently need to speak with a CS rep. My 50K miles havent shown & I've fulfilled all reqs. Flight Booking Problems flights today,,2015-02-23 18:33:31 -0800,"Austin, TX | Atlanta, GA",Eastern Time (US & Canada) 570048275367079937,negative,1.0,Flight Booking Problems,0.6713,US Airways,,alec1289,,0,@usairways I've been on hold for over an hour only b/c my CC miles aren't showing up. What a mediocre combo of cc & airline #SwitchingBoth,,2015-02-23 18:31:14 -0800,Los Angeles,Pacific Time (US & Canada) 570048188830216192,negative,1.0,Customer Service Issue,1.0,US Airways,,marisa_negri,,0,@USAirways I am a premium #DividendMiles #cardholder. Unacceptable 4 you to #hangup my #customerservice call twice after putting me on hold.,,2015-02-23 18:30:53 -0800,"Austin, TX | Atlanta, GA",Eastern Time (US & Canada) 570047737347088384,negative,1.0,Can't Tell,0.6871,US Airways,,caneryilmz,,0,@USAirways I bougth ticket same fligths twice and you dont refund money it is big problem other company refund money why dont u pay back,,2015-02-23 18:29:06 -0800,, 570047733236695040,negative,1.0,Late Flight,0.6402,US Airways,,JMeszar,,0,@USAirways @AmericanAir now this is beyond ridiculous. Some steering problem delays us again. #neveragain it's no wonder you had to sell,,2015-02-23 18:29:05 -0800,"Bedford, NH",Eastern Time (US & Canada) 570045890750230529,negative,1.0,Customer Service Issue,0.6809,US Airways,,JustTimMcDonald,,0,"@USAirways hi, Im trying to speak with someone to book travel for a minor. The phone keeps disconnecting. Please advise. Website wont allow.",,2015-02-23 18:21:45 -0800,"Columbia, South Carolina",Eastern Time (US & Canada) 570045818205384704,negative,1.0,Flight Booking Problems,0.3505,US Airways,,JustPlain_Jake,,1,@USAirways did a pre schooler develop your app? The thing crashes every single time.,,2015-02-23 18:21:28 -0800,"ÜT: 38.8676126,-77.0831512",Quito 570044019897556994,negative,1.0,Lost Luggage,1.0,US Airways,,tracee28,,0,@USAirways and @FlyKnoxville - bad weather should not be an excuse for not following established luggage procedures. #NoClothesNoInfo,"[29.99653598, -95.53874781]",2015-02-23 18:14:19 -0800,Knoxville,Eastern Time (US & Canada) 570043607954137090,negative,0.635,Late Flight,0.3263,US Airways,,MSFHQ,,1,@USAirways On hold for going on 40 minutes after spending 10 hours delayed in Denver cause of a broken plane. Thanks guys.,,2015-02-23 18:12:41 -0800,,Quito 570043569605648385,negative,1.0,Can't Tell,0.6266,US Airways,,PrettyMommy86,,0,@USAirways #FAILINGYOURCUSTOMER ONE BY ONE,,2015-02-23 18:12:32 -0800,, 570043114058076160,negative,1.0,Late Flight,1.0,US Airways,,tlawler28,,0,@USAirways @PhilaCarService looks like a long trip from cancun to philly? 9 hours Late Flight? Seriously?,,2015-02-23 18:10:43 -0800,,Eastern Time (US & Canada) 570042796624777216,negative,1.0,Customer Service Issue,0.6733,US Airways,,chuckbaker5,,1,@USAirways. Yet another delay/missed connection....and your customer service has an attitude with me? Wow.,,2015-02-23 18:09:28 -0800,, 570038112166002688,negative,1.0,Flight Booking Problems,0.6764,US Airways,,PrettyMommy86,,0,"@USAirways 1,223.22 of unusable funds. Will not book with you again. #usairwaysfailscustomers",,2015-02-23 17:50:51 -0800,, 570037369841135616,positive,0.3709,,0.0,US Airways,,kiasuchick,,0,@USAirways @AmericanAir Can you bring guinea pigs in small pet carrier onboard your flights?,,2015-02-23 17:47:54 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570033719609827328,negative,1.0,Customer Service Issue,1.0,US Airways,,MLasichak,,1,@USAirways #NoService good luck trying to reach a human! Twice sat on hold for over 50 mins... #neveragain,,2015-02-23 17:33:24 -0800,"Crofton, Maryland", 570033554492690432,negative,1.0,Late Flight,1.0,US Airways,,RoxyShepherd,,1,@USAirways every single time i fly you guys i am delayed at least 30 minutes. Every time. On flight 5612 out of #CLT to nola.,,2015-02-23 17:32:44 -0800,"New Orleans, LA",Atlantic Time (Canada) 570030761539182592,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,BernadetteGH,,0,@USAirways is it ok for a flight attendant to talk nasty about passengers while they go get drinks by the restroom? I was shocked listening,,2015-02-23 17:21:38 -0800,Earth , 570030590466121728,positive,1.0,,,US Airways,,golfowens,,0,@USAirways good work by flight 1798 crew. #Chairman's recognition even in coach. Too many #missedupgrades Late Flightly. What's up with this?,"[35.22177192, -80.92309308]",2015-02-23 17:20:58 -0800,"Charleston, SC and the Earth", 570030173300658176,negative,1.0,Cancelled Flight,0.3571,US Airways,,JulesMonacelli,,0,@USAirways changed our flight 6 times in 1 trip. Bumped to @Delta now & having great experience. Never. Flying. US Air again. Never.,,2015-02-23 17:19:18 -0800,"Rochester, NY",Eastern Time (US & Canada) 570030083093729280,negative,1.0,Late Flight,0.3441,US Airways,,madison_mason,,1,@USAirways I can't wait to never fly with you again. Always delayed. Always lose my bag. Rudest people on the planet. Southwest is the best,,2015-02-23 17:18:57 -0800,,Central Time (US & Canada) 570024409630515202,neutral,1.0,,,US Airways,,bbuck22,,0,@USAirways I sent email to customer.relations@aa.com. Will this work?,,2015-02-23 16:56:24 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570024174162485251,negative,1.0,Bad Flight,0.642,US Airways,,jkfreeman1,,0,@USAirways sat on the ramp for 45 min and missed my connection. No one seems to concerned at usairways.,,2015-02-23 16:55:28 -0800,Southeastern United States,Central Time (US & Canada) 570023602793238528,negative,1.0,Customer Service Issue,1.0,US Airways,,Ward1987M,,0,@USAirways It's very difficult to work with Baggage claims when they don't answer the phone,,2015-02-23 16:53:12 -0800,, 570023318251642883,negative,1.0,Customer Service Issue,1.0,US Airways,,Wheres_Papi,,0,@USAirways I lost an ID on your plane and having trouble finding a contact for your lost and found in Cleveland Hopkins Airport. Please Help,,2015-02-23 16:52:04 -0800,USA,Eastern Time (US & Canada) 570022626724220928,negative,1.0,Flight Attendant Complaints,0.3846,US Airways,,BradleyPollock,,0,@USAirways I have better Intel than she does! She said plane is due in at 630. Flightaware and your own app say 645,,2015-02-23 16:49:19 -0800,, 570021943899877377,negative,1.0,Late Flight,1.0,US Airways,,BradleyPollock,,0,"@USAirways not likely, flightaware says plane is still in Durango and hasn't departed.",,2015-02-23 16:46:36 -0800,, 570021485466685440,negative,1.0,Can't Tell,0.6816,US Airways,,mitchsunderland,,0,"Too little, too Late Flight. You suck RT @USAirways: @mitchsunderland Oh no, Mitchell. Our agents are happy to offer you available options.",,2015-02-23 16:44:47 -0800,"Florida Raised, NYC Based ",London 570021301223604224,neutral,1.0,,,US Airways,,MenloZZPest,,0,@USAirways Hi-i have a travel question. Could you please follow me so i can dm you?,,2015-02-23 16:44:03 -0800,, 570020147827752961,negative,1.0,Customer Service Issue,0.6252,US Airways,,jasemccarty,,0,"@USAirways should, but didn’t.",,2015-02-23 16:39:28 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 570020023630057472,neutral,0.6526,,0.0,US Airways,,BradleyPollock,,0,@USAirways just now but no general announcement,,2015-02-23 16:38:58 -0800,, 570019741806538752,neutral,0.6866,,0.0,US Airways,,PhilaCarService,,0,@USAirways what's going on with US Airways flight 805? Why diverted to Charlotte?,,2015-02-23 16:37:51 -0800,South Jersey,Eastern Time (US & Canada) 570019623078383616,neutral,0.6739,,0.0,US Airways,,jasemccarty,,0,@USAirways I’d suggest proper information dissemination to all staff on a more timely & relevant schedule to prevent this in the future.,,2015-02-23 16:37:23 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 570019459244691456,negative,1.0,Lost Luggage,0.3708,US Airways,,maggie_randall,,1,@USAirways i have been patient.. especially the first time. i will never fly with you again,,2015-02-23 16:36:44 -0800,,Quito 570019234505474049,negative,1.0,Late Flight,1.0,US Airways,,JMeszar,,0,@USAirways seriously? Every flight I have had the past 2 days has been delayed. Every single one. Terrible,,2015-02-23 16:35:50 -0800,"Bedford, NH",Eastern Time (US & Canada) 570018892031991808,negative,1.0,Can't Tell,1.0,US Airways,,bbuck22,,0,@USAirways I just want to be heard and to discuss the many issues on my trip,,2015-02-23 16:34:28 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570018836239364096,negative,1.0,Customer Service Issue,1.0,US Airways,,BradleyPollock,,1,@USAirways what's up with flight 5545 no gate agent or plane at PHX B18? Nice customer service.,,2015-02-23 16:34:15 -0800,, 570017568964132865,negative,0.6307,Can't Tell,0.6307,US Airways,,jasemccarty,,0,@USAirways very embarrassing.,,2015-02-23 16:29:13 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 570017458742030336,negative,1.0,Flight Attendant Complaints,0.6883,US Airways,,jasemccarty,,0,@USAirways I’m still disappointed that it is apparently ok for a Flight Attendant who isn’t up on current policy to argue with a traveler.,,2015-02-23 16:28:47 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 570015794387685376,negative,1.0,Lost Luggage,1.0,US Airways,,Gregm528,,0,@USAirways yes I know the industry procedure on baggage. Thanks for helping..... 😉 what about the impossible connection that started this?,,2015-02-23 16:22:10 -0800,NY,Eastern Time (US & Canada) 570015715530395648,negative,1.0,Late Flight,1.0,US Airways,,FaknilO,,0,@USAirways I agree but per the captain this issue happened before boarding & we all sat in the plane for almost 2 hrs,,2015-02-23 16:21:51 -0800,New Mexico,Mountain Time (US & Canada) 570015470570639360,negative,1.0,Late Flight,1.0,US Airways,,jasemccarty,,0,@USAirways and despite tailwind… Will still be Late Flight.,,2015-02-23 16:20:53 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 570015373447159808,negative,1.0,Customer Service Issue,1.0,US Airways,,bbuck22,,0,@USAirways 1500 characters are not enough to convey the issue. Was directed to emailmailto:customer.relations@usairways.com unmonitored. BAD,,2015-02-23 16:20:30 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570015223408668672,positive,0.3449,,0.0,US Airways,,maria_sangria,,0,@USAirways Thanks! Sent you DM re: baggage issues.,,2015-02-23 16:19:54 -0800,,Mountain Time (US & Canada) 570013961808187393,negative,1.0,Lost Luggage,1.0,US Airways,,maggie_randall,,1,"@USAirways i have and you have not been able to locate them, its insane. i trust you and PAY you to look after my things and you lost them.",,2015-02-23 16:14:53 -0800,,Quito 570013535696232449,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,jasemccarty,,0,@USAirways and yet the Flight Attendant argued with me over Exec Plat benefits...,,2015-02-23 16:13:11 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 570013472093642752,negative,1.0,Customer Service Issue,0.3733,US Airways,,pisanijoe,,0,@USAirways please stop asking me each week to place my bag in the size check #ITFITS http://t.co/AUrn07pWD4,,2015-02-23 16:12:56 -0800,, 570012789479055360,negative,0.6712,Late Flight,0.6712,US Airways,,theF4rns,,0,@USAirways has me on my toes whether I'm going to make my flight back to Boston tonight,,2015-02-23 16:10:13 -0800,USA,Eastern Time (US & Canada) 570012549631975424,negative,0.6762,Customer Service Issue,0.6762,US Airways,,bellaljoseph,,0,@USAirways @AmericanAir need to check candy w working flight 449 iah to phx on usairways she is the reason I always choose @Delta #rude,,2015-02-23 16:09:16 -0800,citizen of the world,Arizona 570012421345005568,neutral,0.6526,,0.0,US Airways,,rkaradi,,0,@USAirways @AmericanAir explain how come I can get a free upgrade on US as an exe plat but not exit row seating w/out paying. confused,,2015-02-23 16:08:46 -0800,, 570012047917907969,negative,1.0,Late Flight,1.0,US Airways,,urimiscott,,0,"@USAirways Yes, ground crew finally showed up so plane could depart very Late Flight.",,2015-02-23 16:07:17 -0800,Rhode Island,Eastern Time (US & Canada) 570011533205336064,negative,0.6768,Late Flight,0.3434,US Airways,,rgarrets,,0,"@USAirways #686 is delayed due to tail winds and need to jump on #521 to SEA, leaving the same time this arrives. Is there a chance to hold?",,2015-02-23 16:05:14 -0800,"philadephia, pa", 570011088508604416,neutral,1.0,,,US Airways,,joyadventuremom,,0,@USAirways I have submitted my request. I would appreciate a call by 9am eastern. Thank you.,,2015-02-23 16:03:28 -0800,, 570010979074834432,neutral,0.695,,0.0,US Airways,,Tai00,,0,"@USAirways I need to email customer service for help and a question, can you please provide the email address?",,2015-02-23 16:03:02 -0800,,Eastern Time (US & Canada) 570010973047795713,neutral,0.7083,,0.0,US Airways,,VincesViews,,0,@USAirways @VincesViews there are significant number of folks on 686 connecting to 599 a few minutes hold would make many happy,,2015-02-23 16:03:00 -0800,"San Jose, Ca",Eastern Time (US & Canada) 570009630786453505,neutral,1.0,,,US Airways,,Tai00,,0,@USAirways can you help me out?,,2015-02-23 15:57:40 -0800,,Eastern Time (US & Canada) 570009129579900928,negative,1.0,Flight Attendant Complaints,0.6882,US Airways,,jasemccarty,,0,@USAirways is anything being done to make Flight Attendants aware of AA member benefits? Embarrassing being argued with. Just happened.,,2015-02-23 15:55:41 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 570008684413104128,neutral,1.0,,,US Airways,,Tai00,,0,@USAirways i have a question. i need to talk to someone by email. Can you give me your email address? Thanks.,,2015-02-23 15:53:55 -0800,,Eastern Time (US & Canada) 570007761355980800,negative,1.0,Lost Luggage,0.6941,US Airways,,Gregm528,,1,"@USAirways @Gregm528 well there is certainly nothing happening ""in front"" of the scenes. #Noaccountability #disappointing",,2015-02-23 15:50:15 -0800,NY,Eastern Time (US & Canada) 570007297927221249,negative,1.0,Customer Service Issue,0.6764,US Airways,,bbuck22,,1,@USAirways 4 hours on tarmac in Charleston and still can't get a response after a week. Unacceptable,,2015-02-23 15:48:24 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570005034340974592,positive,0.6612,,0.0,US Airways,,TessHackworthy,,0,@USAirways customer service at its best! Rachel S. took great care of us at the PHX airport. http://t.co/HG7vEqhGHy,,2015-02-23 15:39:25 -0800,,Central Time (US & Canada) 570005004012138496,neutral,1.0,,,US Airways,,flyidca,,0,@usairways & @AmericanAir planes in #grandcayman http://t.co/GX7QbtckBr,,2015-02-23 15:39:17 -0800,"Washington, DC",Eastern Time (US & Canada) 570004421352001536,negative,1.0,Can't Tell,1.0,US Airways,,monky797,,0,@USAirways I will never fly us airways again.,,2015-02-23 15:36:58 -0800,, 570003343222964224,negative,0.6559,Late Flight,0.3333,US Airways,,jennliedel,,1,@USAirways strikes again--Late Flight crew #3/4 for the trip and maintenance #2/4. Worth the extra $200/trip for less hassle and fewer delays,,2015-02-23 15:32:41 -0800,,Central Time (US & Canada) 570001983408635904,neutral,1.0,,,US Airways,,maria_sangria,,0,"@USAirways Can you follow, so I can DM you?",,2015-02-23 15:27:17 -0800,,Mountain Time (US & Canada) 570001283907768320,negative,1.0,Late Flight,1.0,US Airways,,zacktzane,,1,@USAirways so I get bumped to the 6pm to Birmingham which is now delayed because the pilots scheduled don't have enough hours together. Fail,,2015-02-23 15:24:30 -0800,, 570001064424026112,negative,0.6806,Lost Luggage,0.6806,US Airways,,MarshallSchwart,,0,"@USAirways yes, thanks but took forever",,2015-02-23 15:23:38 -0800,at the rink, 570000760035024896,negative,0.6701,Late Flight,0.6701,US Airways,,jasemccarty,,0,@USAirways as far as being delayed goes… Looks like tailwinds are going to make up for it. Good news!,,2015-02-23 15:22:25 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 570000520083075072,negative,1.0,Cancelled Flight,1.0,US Airways,,zacktzane,,0,@USAirways horrible travel day w/ your airlines. My 2:20 flight to Birmingham was Cancelled Flightled w/ no notification so I couldn't get on the 4:05,,2015-02-23 15:21:28 -0800,, 570000158454353920,negative,0.6842,Customer Service Issue,0.6842,US Airways,,jasemccarty,,0,"@USAirways I asked if that was SOP, and they said “It is now.” But yet the other 11 flights, nothing. Is this a policy or not?",,2015-02-23 15:20:02 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569999956796444674,neutral,0.6446,,0.0,US Airways,,jasemccarty,,0,"@USAirways while I’m asking… 2 of my 11 non upgraded flights, Attendants came & greeted me & thanked me for my business b/c I was Exec Plat.",,2015-02-23 15:19:14 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569997350493663233,negative,1.0,Lost Luggage,0.6596,US Airways,,hhagerty,,0,@USAirways 24 hrs of traveling and this just welcomes u back home to the US. 4 hr layover and I get to watch it going to wrong destination.,,2015-02-23 15:08:53 -0800,"Denver, CO",Mountain Time (US & Canada) 569996446348517376,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,jasemccarty,,0,@USAirways it is really embarrassing when asking for complimentary drink/snack detailed here: https://t.co/9zA6xb1h89 & being argued with.,,2015-02-23 15:05:17 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569993444342534144,negative,1.0,Lost Luggage,1.0,US Airways,,maggie_randall,,1,@USAirways I am so disappointed with the service I received with you on my travels to NC these past few days .. you lost my baggage twice.,,2015-02-23 14:53:21 -0800,,Quito 569993393767460864,neutral,1.0,,,US Airways,,tjelke,,0,@USAirways but question : if the downgrade include losing first class do you get money back ? http://t.co/LfT7QD23Sy,,2015-02-23 14:53:09 -0800,"Miami, Florida, USA",Eastern Time (US & Canada) 569992662779961344,negative,1.0,Can't Tell,0.3577,US Airways,,mitchsunderland,,0,.@USAirways Have you just given up?,,2015-02-23 14:50:15 -0800,"Florida Raised, NYC Based ",London 569992620744708096,negative,1.0,Customer Service Issue,1.0,US Airways,,mitchsunderland,,1,.@USAirways and then you said I could move my Thursday flight for free if I CALL A NUMBER. And then you HANG UP ON ME.,,2015-02-23 14:50:05 -0800,"Florida Raised, NYC Based ",London 569992532123258881,negative,1.0,Cancelled Flight,0.6699,US Airways,,mitchsunderland,,0,@USAirways Are you not even going to acknowledge that you bumped me from a flight (NOT BECAUSE OF WEATHER I AM IN ARIZONA),,2015-02-23 14:49:44 -0800,"Florida Raised, NYC Based ",London 569992414653362176,negative,1.0,Can't Tell,0.3333,US Airways,,CapitalCam,,0,"@USAirways Your ""moveup"" policy really sucks. United has a 24 hour policy for this with status. I was wanting to move up from 5am to 7am...",,2015-02-23 14:49:16 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 569992362728005632,positive,1.0,,,US Airways,,GEInteriors,,0,Great management of @USAirways twitter account. Thank you.,,2015-02-23 14:49:03 -0800,"Philadelphia, PA USA",Central Time (US & Canada) 569992234801737728,negative,1.0,Flight Booking Problems,1.0,US Airways,,hamervich,,0,@USAirways why is it impossible to change / buy preferred seats via your app?,,2015-02-23 14:48:33 -0800,, 569991295776595968,neutral,0.6659,,,US Airways,,tjelke,,0,@USAirways I am good. I just did not understand the terminology. but the merger brings new verbiage,,2015-02-23 14:44:49 -0800,"Miami, Florida, USA",Eastern Time (US & Canada) 569990010067423233,neutral,1.0,,,US Airways,,VincesViews,,0,@USAirways can you priv chat to help chairman reroute,,2015-02-23 14:39:42 -0800,"San Jose, Ca",Eastern Time (US & Canada) 569989999963213824,neutral,1.0,,,US Airways,,HanlonBrothers,,0,@USAirways New marketing song? https://t.co/F2LFULCbQ7 let us know what you think? http://t.co/WbhbljJkS7,,2015-02-23 14:39:40 -0800,"Gold Coast, Australia",Brisbane 569989745503297536,negative,1.0,Customer Service Issue,1.0,US Airways,,SLKToday,,0,@USAirways why are your customer service department so intent on ignoring my emails and queries? #badservice #usairways,,2015-02-23 14:38:39 -0800,Manchester, 569989322641936385,neutral,1.0,,,US Airways,,VincesViews,,0,@USAirways can you help chairman? I am on flight 686 PHX connect 599 SJC will miss connection can you reroute please.,,2015-02-23 14:36:59 -0800,"San Jose, Ca",Eastern Time (US & Canada) 569989043456380928,negative,1.0,Customer Service Issue,0.6526,US Airways,,mitchsunderland,,0,@USAirways your airway is a joke. I have never dealt with worse service,,2015-02-23 14:35:52 -0800,"Florida Raised, NYC Based ",London 569988987420434432,negative,1.0,Customer Service Issue,0.6491,US Airways,,mitchsunderland,,0,@USAirways great. I just called your fucking phone number and she hung up on me,,2015-02-23 14:35:39 -0800,"Florida Raised, NYC Based ",London 569987511830904832,positive,1.0,,,US Airways,,Taryn_Sunstrom,,0,@USAirways IT HAS BEEN FOUND THANK YOU,,2015-02-23 14:29:47 -0800,The Shire,Atlantic Time (Canada) 569987452334690305,negative,1.0,Lost Luggage,0.6771,US Airways,,Andyba25,,0,@USAirways @hhagerty that's a lie.,,2015-02-23 14:29:33 -0800,South, 569987227075239936,neutral,0.6637,,0.0,US Airways,,jasemccarty,,0,"@USAirways also, can you explain why, when I checked in, on the US Airways site, & picked ""Standby for 1st"" I was not put on the list?",,2015-02-23 14:28:39 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569986794797842433,negative,1.0,Customer Service Issue,1.0,US Airways,,Gregm528,,1,@USAirways your customer service # has a recording that says we are to busy to assist and hangs up. Great touch. #poorservice @GMA @CBSNews,,2015-02-23 14:26:56 -0800,NY,Eastern Time (US & Canada) 569986344484794369,negative,1.0,Lost Luggage,0.6699,US Airways,,Gregm528,,0,@USAirways your lack of customer service has shined. I need you to step up and get my lost baggage to delta. So they can return it to me.,,2015-02-23 14:25:09 -0800,NY,Eastern Time (US & Canada) 569985838689456128,negative,1.0,Cancelled Flight,0.6939,US Airways,,ciaoholly,,0,"@USAirways do you operate ANY flights without maintenance issues? Flights in/out of DCA Cancelled Flighted, this is getting old. Update fleet pls!",,2015-02-23 14:23:08 -0800,NYC, 569985813712392194,negative,1.0,Cancelled Flight,0.3584,US Airways,,suetrio,,0,@USAirways And you took away my 1st class seat. Love being a Chairman Preferred and assigned row 24 seat B middle seat,,2015-02-23 14:23:02 -0800,, 569985760482365440,negative,1.0,Late Flight,0.6641,US Airways,,jasemccarty,,0,@USAirways patience is what my connecting flight will need. Why do you guys do this to me every time I travel? Every. Single. Time.,,2015-02-23 14:22:49 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569985288992264192,negative,1.0,Customer Service Issue,0.3561,US Airways,,ElmiraBudMan,,0,@USAirways PLANS CHANGED! IS THAT WHAT U CALL NOT BEIN ABLE 2 PARK ON TIME PLANES W A 2 HR LAYOVER N B ABLE 2 MAKE UR CONNECTION! #seriously,,2015-02-23 14:20:57 -0800,Does it really matter, 569985270415818752,negative,1.0,Customer Service Issue,0.7077,US Airways,,TheRachelBloom,,0,@USAirways I have a receipt but no conf # for a Thur flight. When I call for help I was literally hung up on b/c of wait times. Help!,,2015-02-23 14:20:52 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569985084348104704,neutral,0.6511,,0.0,US Airways,,MBisTired,,0,@USAirways is it your practice to give 1st class seats to us air employees before giving them to chairmans customers sitting in coach?,,2015-02-23 14:20:08 -0800,, 569984789798899712,positive,1.0,,,US Airways,,FahadHassan,,0,@USAirways THANK YOU for resolving the issue. On direct flight to sfo from @united,,2015-02-23 14:18:58 -0800,Washington D.C.,Eastern Time (US & Canada) 569984789673078785,negative,1.0,Can't Tell,0.6411,US Airways,,eozonian,,0,@USAirways would help if you flew bigger planes into TLH. All my team mates made it to the training but me.,,2015-02-23 14:18:58 -0800,TLH, 569984178764308480,positive,0.6814,,,US Airways,,Danye33,,0,@USAirways ok thanks,,2015-02-23 14:16:32 -0800,,Eastern Time (US & Canada) 569984162377003008,negative,1.0,Customer Service Issue,0.3395,US Airways,,tjelke,,0,@USAirways no I am trying to get on a plane from Phx to RNO and the gate is saying the flight was downgraded.,,2015-02-23 14:16:28 -0800,"Miami, Florida, USA",Eastern Time (US & Canada) 569983587572789248,negative,1.0,Customer Service Issue,1.0,US Airways,,acnewsguy,,0,@USAirways She was put on hold on that number for a loooooong time too. No help. #lostandforgotten,,2015-02-23 14:14:11 -0800,"New Haven, CT",Mountain Time (US & Canada) 569982742198251520,negative,1.0,Late Flight,1.0,US Airways,,amy_lombard,,1,@USAirways I have never had a more unpleasant travel experience in my life. Now I might not get on my flight till tomorrow? This is insane,,2015-02-23 14:10:50 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569981026598043648,neutral,1.0,,,US Airways,,FahadHassan,,0,@USAirways direct flights to SFO leaving from same airport with @VirginAmerica and @united - can you please put me on one of those?,,2015-02-23 14:04:01 -0800,Washington D.C.,Eastern Time (US & Canada) 569981015378112512,negative,0.6632,Customer Service Issue,0.3474,US Airways,,jasemccarty,,0,"@USAirways awesome... Doors close in 2 minutes, flight leaves in 17 minutes... And the plane just got here. WTH?",,2015-02-23 14:03:58 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569980923179094016,positive,0.6283,,,US Airways,,joyadventuremom,,0,@USAirways I'll check it out when I get to the airport. Thanks.,,2015-02-23 14:03:36 -0800,, 569980771424976896,negative,1.0,Customer Service Issue,0.3423,US Airways,,FahadHassan,,0,@USAirways ticket counter people here are not helping and just want to charge more money even after this horrible day.,,2015-02-23 14:03:00 -0800,Washington D.C.,Eastern Time (US & Canada) 569980561344897024,negative,1.0,Late Flight,1.0,US Airways,,FahadHassan,,0,@USAirways - HA! flight to CTL delayed! Going to miss connection. Can you please transfer me to another airline asap? http://t.co/1XdLbiBClP,,2015-02-23 14:02:10 -0800,Washington D.C.,Eastern Time (US & Canada) 569978187465166848,positive,1.0,,,US Airways,,DanKolbet,,0,"@USAirways thanks for the reply. On a good note, the pilot nailed the landing. Seriously. Kudos.",,2015-02-23 13:52:44 -0800,"Spokane, Washington",Pacific Time (US & Canada) 569977263191662595,negative,1.0,Customer Service Issue,1.0,US Airways,,FahadHassan,,0,@USAirways on 5:55 flight to CTL to catch 8pm flight to sfo. But empty seats on 4:15 flight which wasn't offered. Awful service continues.,,2015-02-23 13:49:03 -0800,Washington D.C.,Eastern Time (US & Canada) 569976848786034688,negative,1.0,Flight Booking Problems,0.6912,US Airways,,joshahamilton,,0,@USAirways I have to fly back to Charlotte out of a different airport. You guys are not very flexible like other airlines.,,2015-02-23 13:47:25 -0800,Cali native now in Charlotte,Quito 569976124278640640,negative,1.0,Flight Booking Problems,0.6769,US Airways,,jasemccarty,,0,"@USAirways I checked in ""Standby for 1st Class"" only to find I am ""not on the list"". This merger is a pain.",,2015-02-23 13:44:32 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569975515974656000,positive,1.0,,,US Airways,,laxer1215,,0,@USAirways 4 great flights with no delays! Thank you!,,2015-02-23 13:42:07 -0800,, 569975508756267008,negative,1.0,Customer Service Issue,1.0,US Airways,,Danye33,,0,@USAirways been on hold for 45 minutes. Is there a better time to call? This is getting ridiculous,,2015-02-23 13:42:05 -0800,,Eastern Time (US & Canada) 569973204263034880,negative,1.0,Flight Booking Problems,0.6858,US Airways,,ashtongr8z,,0,@USAirways Your exchange/credit policies are worthless and shadier than the White House. Dissatisfied to the nines right now.,,2015-02-23 13:32:56 -0800,,Alaska 569972804822704128,negative,1.0,Can't Tell,0.6407,US Airways,,joshahamilton,,0,@USAirways honest question - how is a 1-way ticket from Charlotte (your hub) to LAX (2nd biggest city in USA) almost $600?????,,2015-02-23 13:31:20 -0800,Cali native now in Charlotte,Quito 569972558218440704,neutral,0.6788,,0.0,US Airways,,tjelke,,0,@USAirways how does one downgrade a flight?,,2015-02-23 13:30:22 -0800,"Miami, Florida, USA",Eastern Time (US & Canada) 569972447329574912,neutral,1.0,,,US Airways,,smaguire2,,0,@USAirways I'm shutting my data off for the flight. I want some response by the time I land. You have 2 hours.,,2015-02-23 13:29:55 -0800,,Atlantic Time (Canada) 569972250385862656,negative,1.0,Lost Luggage,0.6723,US Airways,,ElmiraBudMan,,0,@USAirways only happened because u couldn't get us home the next day. #flydelta #flysouthwest #flyjetblue #theyareallbetter #stillnobags,,2015-02-23 13:29:08 -0800,Does it really matter, 569971550008573953,negative,1.0,Can't Tell,0.6289,US Airways,,Andyba25,,0,@USAirways I will never fly @USAirways again,,2015-02-23 13:26:21 -0800,South, 569971542538346496,negative,0.6902,Can't Tell,0.6902,US Airways,,ElmiraBudMan,,0,@USAirways the exhaustion of traveling n runnin thru the airport and tryin 2rent a car n not killin myself my family or anybody on the road,,2015-02-23 13:26:19 -0800,Does it really matter, 569971374820884481,negative,1.0,Lost Luggage,0.35,US Airways,,smaguire2,,0,@USAirways OFFERING to give up my bag which you usually have to force passengers to do. I am in a state of shock.,,2015-02-23 13:25:39 -0800,,Atlantic Time (Canada) 569971233351213056,negative,1.0,Can't Tell,0.6992,US Airways,,smaguire2,,0,@USAirways power trip. I felt completely threatened and unsafe and I am so angry. Derrick Bussey. DCA. Would like to reiterate that I was,,2015-02-23 13:25:06 -0800,,Atlantic Time (Canada) 569970977368645632,negative,1.0,Late Flight,1.0,US Airways,,suetrio,,0,@USAirways thank you for putting me on a flight that will be leaving Late Flightr than the original flight I was booked on.,,2015-02-23 13:24:05 -0800,, 569970853334650880,neutral,1.0,,,US Airways,,smaguire2,,0,@USAirways and I would have been willing to give him the benefit of the doubt and say we misunderstood each other until he went on a,,2015-02-23 13:23:35 -0800,,Atlantic Time (Canada) 569970659297792000,positive,0.6354,,,US Airways,,Jabis4,,0,@USAirways look out for flying rocks this time! It's a bird it's a plane! Nah never mind it's just a rock...,,2015-02-23 13:22:49 -0800,VT,Eastern Time (US & Canada) 569970626057801728,neutral,0.701,,0.0,US Airways,,ElmiraBudMan,,0,@USAirways doesn't take into account the $450 it cost 2 rent a car 2 drive home,,2015-02-23 13:22:41 -0800,Does it really matter, 569970608693493760,negative,1.0,Customer Service Issue,0.6444,US Airways,,smaguire2,,0,"@USAirways even if I was the single most unreasonable human being on planet earth, there is no excuse for his treatment of me.",,2015-02-23 13:22:37 -0800,,Atlantic Time (Canada) 569970518381744128,negative,1.0,Customer Service Issue,0.6633,US Airways,,smaguire2,,0,@USAirways you are supposed to be in the business of belong customers; not humiliating them,,2015-02-23 13:22:15 -0800,,Atlantic Time (Canada) 569970287493705728,negative,1.0,Flight Attendant Complaints,0.3407,US Airways,,smaguire2,,0,@USAirways this is no way to treat women. I want someone to contact me and explain how they will make this acceptable.,,2015-02-23 13:21:20 -0800,,Atlantic Time (Canada) 569970186431959040,negative,1.0,Can't Tell,1.0,US Airways,,smaguire2,,0,@USAirways citizen. I fly your airline constantly and am so offended. Derrick Bussey. Now Im crying on this airplane because I'm so upset,,2015-02-23 13:20:56 -0800,,Atlantic Time (Canada) 569970117154484224,negative,0.7021,Late Flight,0.3617,US Airways,,eatmyshorts2263,,0,@USAirways @united really know how to leave someone stranded after a funeral. Props to you guys. Really making this the perfect Monday.,,2015-02-23 13:20:40 -0800,Carmen SanDiego,Eastern Time (US & Canada) 569969714245431296,negative,1.0,Flight Attendant Complaints,0.6736,US Airways,,ElmiraBudMan,,0,@USAirways we had a friend there telling the gate attendant and the stewardess what was going on #notourfaultyoudontuseyourgatesright,,2015-02-23 13:19:04 -0800,Does it really matter, 569969506740674560,neutral,1.0,,,US Airways,,NotClayManship,,0,"@USAirways Am I allowed to carry on a suit bag and carry on bag? My suit bag will hang like a jacket would. It is soft sided, 48""",,2015-02-23 13:18:14 -0800,Indianapolis,Quito 569969386062266368,positive,0.3503,,0.0,US Airways,,KateDeLeal,,0,@USAirways owes Tammy from the Winston-Salem call center for keeping me as a customer!,,2015-02-23 13:17:45 -0800,, 569969218306904067,negative,1.0,Flight Attendant Complaints,0.6632,US Airways,,smaguire2,,0,@USAirways the jetway because he felt I was disrespectful. I have never been treated this way particularly when I was trying to be a good c,,2015-02-23 13:17:05 -0800,,Atlantic Time (Canada) 569969062228439040,negative,1.0,Flight Attendant Complaints,0.6527,US Airways,,smaguire2,,0,@USAirways with such disrespect I cannot even begin to explain. He has an issue with women and he literally yelled at me and pulled me off,,2015-02-23 13:16:28 -0800,,Atlantic Time (Canada) 569969045946175490,negative,1.0,Lost Luggage,1.0,US Airways,,Taryn_Sunstrom,,0,@USAirways what happens if it isn't located,,2015-02-23 13:16:24 -0800,The Shire,Atlantic Time (Canada) 569968886227050496,negative,1.0,Flight Attendant Complaints,0.6792,US Airways,,smaguire2,,0,@USAirways I want to speak with someone immediately. I am shaking with rage. I offered to hate check my bag and Derrick bussey treated me,,2015-02-23 13:15:46 -0800,,Atlantic Time (Canada) 569968799576924160,neutral,0.6922,,0.0,US Airways,,charmellemaria,,0,@USAirways so it's a $25.00 bag fee for a golf bag on a domestic flight?,,2015-02-23 13:15:25 -0800,"mclean, va", 569968609440563201,negative,1.0,Cancelled Flight,1.0,US Airways,,ElmiraBudMan,,0,@USAirways is okay for u 2 Cancelled Flight change a flight when good 4 u but you cant logistically figure out what 2 do when a plane comes in on time,,2015-02-23 13:14:40 -0800,Does it really matter, 569967974284713984,negative,1.0,Customer Service Issue,0.6682,US Airways,,josebenegas,,0,@USAirways Thanks but when I asked for a change with no cost for you the only desition was nade by computer. Now is Late Flight,,2015-02-23 13:12:09 -0800,,Buenos Aires 569967965346664448,neutral,1.0,,,US Airways,,DavidAlfieWard,,0,"@USAirways hi guys, do you have a general enquires email address please? Thanks David.",,2015-02-23 13:12:07 -0800,London UK & USA, 569967808446009345,negative,1.0,Customer Service Issue,0.6805,US Airways,,ElmiraBudMan,,0,@USAirways if you actually cared about what you did it would be one thing. Sounds like you don't like being told how lousy your service is.,,2015-02-23 13:11:29 -0800,Does it really matter, 569967469135142914,negative,1.0,Late Flight,0.3681,US Airways,,ElmiraBudMan,,0,@USAirways you idiots kept an on time plane on the Tarmac for over an hour forcing us to not be there 10 minutes before.,,2015-02-23 13:10:08 -0800,Does it really matter, 569966745982791680,negative,1.0,Customer Service Issue,1.0,US Airways,,KateDeLeal,,0,@USAirways cust svc just let it slip that previous cust svc lied to me about supervisors & corporate ph#. $200 to change a $130 tix? No thx.,,2015-02-23 13:07:16 -0800,, 569966073304522752,neutral,1.0,,,US Airways,,putajerseyon,,0,@USAirways following you now,,2015-02-23 13:04:35 -0800,,Eastern Time (US & Canada) 569964627305603073,neutral,1.0,,,US Airways,,putajerseyon,,0,@USAirways sorry I didn't realize I wasn't following you,,2015-02-23 12:58:51 -0800,,Eastern Time (US & Canada) 569964389660540928,negative,1.0,Customer Service Issue,0.6575,US Airways,,TheVoiceofBrian,,0,@USAirways please fix your reservations phone system. The weather/backup could not possibly be bad for 10 days! #goodgriefpeople,,2015-02-23 12:57:54 -0800,YouTube.com/VOiceofBrian,Central Time (US & Canada) 569963395652280320,positive,0.6889,,,US Airways,,farrellbone,,0,@USAirways I made it! Thanks for the help!,,2015-02-23 12:53:57 -0800,, 569962709057298432,positive,0.6989,,0.0,US Airways,,ShawnHFoster,,0,@USAirways - Huge props to Parizad at checkin in Sacramento for her help on Friday to get 3 of us home when other airlines were delayed,,2015-02-23 12:51:13 -0800,,Central Time (US & Canada) 569961481455976449,neutral,0.6894,,0.0,US Airways,,charmellemaria,,0,"@USAirways is there an additional charge for a golf bag with clubs , shoes, and golf balls, if that's the only piece of luggage you check?","[38.95804042, -77.26190063]",2015-02-23 12:46:21 -0800,"mclean, va", 569961117235191809,negative,0.6863,Flight Booking Problems,0.3493,US Airways,,Danye33,,0,@USAirways I have a flight voucher/confirmation code but there is no where for me to enter it on your checkout page while Flight Booking Problems. Pls help,,2015-02-23 12:44:54 -0800,,Eastern Time (US & Canada) 569961070519050240,negative,1.0,Late Flight,1.0,US Airways,,Jabis4,,0,@USAirways 1-2! Rock hit the plane! In a delay now! Never an easy day with US Airways! Ya never fail to let me down!,,2015-02-23 12:44:43 -0800,VT,Eastern Time (US & Canada) 569960904852312064,negative,1.0,Customer Service Issue,1.0,US Airways,,ElmiraBudMan,,0,@USAirways just an FYI I'll be writing registered letters 2 your ceo and those down the line 4 the shameful treatment and reactions we got.,,2015-02-23 12:44:03 -0800,Does it really matter, 569960704717008896,negative,1.0,Lost Luggage,0.6494,US Airways,,Taryn_Sunstrom,,0,@USAirways you guys Cancelled Flightled two of my flights yesterday and I checked the bag to Huntsville and it went missing in Philly.,,2015-02-23 12:43:16 -0800,The Shire,Atlantic Time (Canada) 569960575792504833,neutral,1.0,,,US Airways,,AshMichelle831,,0,"@USAirways if I apply for ur credit card, do you automatically get the companion certificate or do I have to wait for it?",,2015-02-23 12:42:45 -0800,,Eastern Time (US & Canada) 569960024455454721,negative,1.0,Customer Service Issue,1.0,US Airways,,Bachelorsaurus,,0,"@USAirways customer service failure aside, one would think you guys would care about inaccurate manifests. I'm sure TSA would.",,2015-02-23 12:40:33 -0800,"Arlington, VA",Quito 569959975566467072,negative,1.0,Customer Service Issue,1.0,US Airways,,ElmiraBudMan,,0,@USAirways I find it funny that @PHLAirport responds but you don't. Your customer service is the worst. #wedontcarebecauseyoupaidalready,,2015-02-23 12:40:22 -0800,Does it really matter, 569959415433965569,negative,0.6702,Flight Attendant Complaints,0.6702,US Airways,,ElmiraBudMan,,0,@USAirways I get some bs from a guy at the door says door closes 10 minutes before it backs out. Yet I know for a fact it was 5 people short,,2015-02-23 12:38:08 -0800,Does it really matter, 569959393917149189,negative,0.6436,Customer Service Issue,0.3465,US Airways,,letyak,,0,@USAirways our flight was rebooked with you and we want to change our seats or upgrade to 1st class. Can you help? Phones are down.,,2015-02-23 12:38:03 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 569959365236690945,negative,1.0,Bad Flight,0.4039,US Airways,,joyadventuremom,,0,@USAirways I need to speak with a customer service agent today between 5-8pm I had an unfortunate incident of discrimination today.,,2015-02-23 12:37:56 -0800,, 569958552493793280,negative,1.0,Lost Luggage,1.0,US Airways,,jessicadrew87,,0,@USAirways @CLTDouglas slowest baggage claim ever,,2015-02-23 12:34:42 -0800,North Carolina,Eastern Time (US & Canada) 569958301443739650,negative,1.0,Late Flight,0.3444,US Airways,,FahadHassan,,0,@USAirways Don't blame it on weather. Rep at counter cost me entire day - not weather. Printed Boarding Pass too Late Flight. #TakeResponsibility,,2015-02-23 12:33:43 -0800,Washington D.C.,Eastern Time (US & Canada) 569957315568394242,negative,1.0,Can't Tell,0.6774,US Airways,,josebenegas,,0,@USAirways too Late Flight.,,2015-02-23 12:29:47 -0800,,Buenos Aires 569956170393194496,negative,1.0,Late Flight,1.0,US Airways,,KingFilson,,0,@USAirways delays due to refueling are out of your control? If that's true I never want to fly US Airways again,,2015-02-23 12:25:14 -0800,,Central Time (US & Canada) 569956147433574401,positive,0.6774,,0.0,US Airways,,redcat255,,0,@USAirways @AmericanAir shout out to Diane at EYW for helping get us home today instead of tomorrow (even if a little Late Flight!),,2015-02-23 12:25:09 -0800,,Eastern Time (US & Canada) 569952376473300992,positive,1.0,,,US Airways,,EmmaJLogue,,0,@USAirways made it! Just! Huge relief - thanks for your help!,,2015-02-23 12:10:10 -0800,,Eastern Time (US & Canada) 569951958552805376,negative,1.0,Lost Luggage,1.0,US Airways,,Little_BeerGirl,,0,@USAirways how about now getting us the rest of our bags please? We only received 2 of 5. Can you help with that?,,2015-02-23 12:08:30 -0800,"ÜT: 42.076557,-76.770488",Eastern Time (US & Canada) 569951021398683650,negative,1.0,Customer Service Issue,0.6722,US Airways,,putajerseyon,,0,@usairways im trying to get my dads wheelchair and no one is answering at Dulles.we have tried to call back on.multiple times,,2015-02-23 12:04:47 -0800,,Eastern Time (US & Canada) 569950785859145728,neutral,1.0,,,US Airways,,DanielleWaugh,,0,"@USAirways It's 838. We boarded and we are waiting now to take off, hopefully.","[39.87010428, -75.2507858]",2015-02-23 12:03:51 -0800,"Portland, Maine",Eastern Time (US & Canada) 569950482665308160,positive,1.0,,,US Airways,,EmmaJLogue,,0,"@USAirways - thanks, I hope so. Maybe you can put in a good word for me? ;-)",,2015-02-23 12:02:38 -0800,,Eastern Time (US & Canada) 569950215513497601,negative,1.0,Late Flight,1.0,US Airways,,thomashoward88,,0,@USAirways US 728/Feb 21. Arrive 7 hrs Late Flight; checked car seat missing. No replacement available. Has yet to arrive more than 24 hours Late Flightr.,,2015-02-23 12:01:35 -0800,, 569949968750010370,negative,1.0,Lost Luggage,1.0,US Airways,,Taryn_Sunstrom,,0,@USAirways you guys lost my luggage,,2015-02-23 12:00:36 -0800,The Shire,Atlantic Time (Canada) 569949405136232449,negative,0.6417,Late Flight,0.3384,US Airways,,thomashoward88,,0,@USAirways US 728/Feb 21 Kim Y says: leaving on 15 minutes once paperwork is done. Wheels up ~ 1.5 hours Late Flightr.,,2015-02-23 11:58:21 -0800,, 569949007465844736,negative,0.6749,Customer Service Issue,0.3585,US Airways,,thomashoward88,,0,@USAirways US 728/Feb 21 Hour 6 on plane when US Airways representative Kim Y enters deteriorating picture. Unhelpful with no assurances.,,2015-02-23 11:56:47 -0800,, 569948356933332992,negative,0.6788,Cancelled Flight,0.6788,US Airways,,marvinatorsb,,0,"@USAirways @marvinatorsb thnk you for response,all flights were full, couldn't get out until tmrw, had to Cancelled Flight and go w/other airline",,2015-02-23 11:54:12 -0800,, 569948119712063489,negative,0.6277,Late Flight,0.6277,US Airways,,thomashoward88,,0,@USAirways US 728/Feb 21. Ground power shorts again for the third time. Weary German passenger deplanes. Makes me jealous. Auf wiedersehen!,,2015-02-23 11:53:15 -0800,, 569947283846004737,neutral,0.6187,,0.0,US Airways,,thomashoward88,,0,"@USAirways US 728. Refuel; we've sat for so long. Pilot announces where the truck is. ""Look, over there to the left!"" Actual announcement.",,2015-02-23 11:49:56 -0800,, 569947048574758912,negative,1.0,Late Flight,0.6629999999999999,US Airways,,EATtoFUEL,,0,@USAirways thanks but the bags are only 10% of what went wrong. 22 hours from DCA to SAN when there were no weather issues is not acceptable,,2015-02-23 11:49:00 -0800,VA, 569947033857069057,neutral,0.6582,,0.0,US Airways,,AnnaIntheCity,,0,@USAirways @AmericanAir trying to chg ticket for staff member leaving org before she can fly.We're a nonprofit-can't you make an exception?,,2015-02-23 11:48:56 -0800,Northern Virginia,Eastern Time (US & Canada) 569947001456070656,negative,1.0,Customer Service Issue,1.0,US Airways,,_leekinney,,0,@USAirways How can I speak to a human? Need 2 find bag delayed 2/21. Website and 800 # are telling me 2 different things! Got hung up on 2x,,2015-02-23 11:48:48 -0800,"Philadelphia, PA",Quito 569946740855582722,negative,1.0,Bad Flight,0.6848,US Airways,,thomashoward88,,0,@USAirways US 728. One water run of the planet's smallest water bottles. Applaud you looking out for the environment.,,2015-02-23 11:47:46 -0800,, 569946472751476737,negative,1.0,Late Flight,1.0,US Airways,,thomashoward88,,0,"@USAirways US 728. Nope, not getting off. 3 hours in the plane. 4 pilot announcements. One water run of the planet's smallest water bottles.",,2015-02-23 11:46:42 -0800,, 569945501166133248,neutral,0.7015,,0.0,US Airways,,thomashoward88,,0,"@USAirways US 728 Wait, now a gate opened. Back we go. (Good, maybe we can get off.)",,2015-02-23 11:42:51 -0800,, 569945237025648640,negative,1.0,longlines,0.6701,US Airways,,thomashoward88,,0,"@USAirways US 728 Uh oh, no gate. Now truck will come to us.",,2015-02-23 11:41:48 -0800,, 569945085158264832,negative,0.6632,Can't Tell,0.3368,US Airways,,thomashoward88,,0,"@USAirways US 728 returned to gate to get ""MEL"" sticker. Oh, look. We heard from pilot! No clue what an MEL sticker is. Anyone?",,2015-02-23 11:41:12 -0800,, 569944996616351746,negative,1.0,Customer Service Issue,1.0,US Airways,,Jess_Yoga,,0,@USAirways I spent an hour on the phone with them and got no where at all,,2015-02-23 11:40:50 -0800,Wherever my breath takes me ,Atlantic Time (Canada) 569944514137362432,negative,1.0,Bad Flight,1.0,US Airways,,thomashoward88,,0,"@USAirways US 728 then lost ground power three different times. Not only grounded endlessly; now without air, lights, entertainment.",,2015-02-23 11:38:55 -0800,, 569944182011379712,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,thomashoward88,,0,"@USAirways US 728 pilot started the flight by announcing arrival into Gatwick, not Heathrow. Moments of concern for all aboard.",,2015-02-23 11:37:36 -0800,, 569943857418399746,negative,1.0,Customer Service Issue,0.6772,US Airways,,thomashoward88,,0,@USAirways US 728 stated their issues as: no one around to close said door. More strange. Now we're not hearing from pilot for long periods.,,2015-02-23 11:36:19 -0800,, 569943774253621248,negative,1.0,Bad Flight,0.684,US Airways,,ac_choplick,,0,@USAirways Seat 8D on Flight 545 last night is the worst seat I've ever been in. No leg room! #dividendsmember http://t.co/NUhpLNXRIq,,2015-02-23 11:35:59 -0800,,Hawaii 569943434536091649,negative,1.0,Flight Attendant Complaints,0.6723,US Airways,,Blasterjaxx,,1,@USAirways One of your workers was very rude with us. We can tell you in DM cuz it won't be any good publicity...,,2015-02-23 11:34:38 -0800,TotalWorldJaxxination, 569943345000280064,negative,0.652,Late Flight,0.342,US Airways,,thomashoward88,,0,"@USAirways US 728 stated their issues as: plane not moving as cargo door open on plane. Umm, ok. A little strange.",,2015-02-23 11:34:17 -0800,, 569943328701095937,negative,1.0,Late Flight,1.0,US Airways,,KingFilson,,0,@USAirways my flight is delayed so I missed my connecting flight. Stuck in Philadelphia over night and no hotel voucher? Thanks for nothing,,2015-02-23 11:34:13 -0800,,Central Time (US & Canada) 569943090766721024,neutral,0.6729,,0.0,US Airways,,thomashoward88,,0,@USAirways US 728 stated their issues as: kept plane on ground to allow connecting passengers from other flight to board. Fine. Understand.,,2015-02-23 11:33:16 -0800,, 569942656522047490,negative,1.0,Customer Service Issue,1.0,US Airways,,BriRose16,,0,"@USAirways can I speak to a human with some compassion? I wrote an email to discuss my experience and received a generic ""sorry"" email back",,2015-02-23 11:31:32 -0800,"Baltimore, MD ", 569942569951600640,negative,1.0,Bad Flight,0.3499,US Airways,,Bachelorsaurus,,0,"@USAirways take a look at 1715. All F seats filled, so someone upgraded their friend instead of following rules.",,2015-02-23 11:31:12 -0800,"Arlington, VA",Quito 569941616649244673,negative,1.0,Customer Service Issue,0.6532,US Airways,,FahadHassan,,0,@USAirways back in line at terminal because phone guy couldn't help. One person in front of me 20 min wait again? http://t.co/HQHdAD7fvK,,2015-02-23 11:27:25 -0800,Washington D.C.,Eastern Time (US & Canada) 569941050002972672,negative,1.0,Customer Service Issue,1.0,US Airways,,MediatorTerry,,0,@USAirways So you understand why I'm resorting to Twitter: No help available at gate while this occurred or by phone afterward.,,2015-02-23 11:25:09 -0800,, 569940989403635712,negative,1.0,Late Flight,1.0,US Airways,,EmmaJLogue,,0,@USAirways going to miss my connection due to another tarmac delay - on US5268 then 4050 - need a flight home today please!,,2015-02-23 11:24:55 -0800,,Eastern Time (US & Canada) 569940889591795712,negative,1.0,Can't Tell,0.3662,US Airways,,thomashoward88,,0,"@USAirways, I'm expecting 400% reimbursement for the unprofessional decisions with US728 on 21 Feb. Check your very full complaint box.",,2015-02-23 11:24:31 -0800,, 569940462678749186,negative,0.7128,Late Flight,0.7128,US Airways,,EmmaJLogue,,0,"@USAirways what's the deal with flight 5268 from DCA to PHL? We boarded on time, left the gate a few mins Late Flight and are now sat on Tarmac?",,2015-02-23 11:22:49 -0800,,Eastern Time (US & Canada) 569939368598753280,negative,1.0,Late Flight,0.7118,US Airways,,Mister617,,0,@USAirways stranding a student trying to get to Birmingham in CLT overnight w/o any help. You can do better than that. @av_duffy,"[42.2822248, -71.0378408]",2015-02-23 11:18:29 -0800,@Mister617 follows you,Quito 569939301301153792,negative,0.6563,Customer Service Issue,0.3437,US Airways,,putajerseyon,,0,"@usairways really need help asap, so please make it quick. Thx.",,2015-02-23 11:18:13 -0800,,Eastern Time (US & Canada) 569939286935674880,negative,1.0,Customer Service Issue,0.3422,US Airways,,juliebartz,,0,@USAirways well that is not going to help. I'vebeen on hold over 3 hrs & my client wants his ff nbr in the record he's elite wAA,,2015-02-23 11:18:09 -0800,Shawano WI,Central Time (US & Canada) 569938945871626240,negative,1.0,Lost Luggage,1.0,US Airways,,putajerseyon,,0,@usairways hi. You lost my father's wheelchair. Every time we call we just get voicemail. My dad needs it to go home. Please DM me.,,2015-02-23 11:16:48 -0800,,Eastern Time (US & Canada) 569938939122991104,negative,1.0,Late Flight,0.6492,US Airways,,B_Flight5508,,0,"@USAirways 4 segments, 4/4 delayed. Gnv > CTL . CTL > JAN . JAN > CTL . CTL > GNV. My year off from flying with you guys was the way to go.",,2015-02-23 11:16:46 -0800,,Eastern Time (US & Canada) 569938672935546880,negative,1.0,Cancelled Flight,0.3491,US Airways,,KyleHanagami,,0,@USAirways is charging me $200 to NOT take my flight. Lol. That is the last time I fly with them.,,2015-02-23 11:15:43 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569938487920566272,negative,1.0,Lost Luggage,0.6528,US Airways,,johnhughesrocks,,0,@USAirways yes. It says bag is being delivered. The local number says Not Open. Asked main # for cust service got hung up on.,,2015-02-23 11:14:59 -0800,, 569938470589718528,negative,0.6615,Bad Flight,0.3409,US Airways,,DanKolbet,,0,"@usairways Row 16, flight 634 today if you're looking for specifics! I can run to Home Depot for the WD40 you if you need.",,2015-02-23 11:14:54 -0800,"Spokane, Washington",Pacific Time (US & Canada) 569938119060955136,negative,1.0,Late Flight,0.6617,US Airways,,DanKolbet,,0,@USAirways seriously buy some WD40 for A319 operating flight 634 from GEG to Phoenix. Every seat squeaks w every shift. Still on ground!,,2015-02-23 11:13:31 -0800,"Spokane, Washington",Pacific Time (US & Canada) 569937457837273088,negative,0.6667,Can't Tell,0.6667,US Airways,,FaknilO,,0,"@USAirways I would happily wait in the terminal near food, restrooms and non irritated passengers.","[33.43588637, -111.99965664]",2015-02-23 11:10:53 -0800,New Mexico,Mountain Time (US & Canada) 569936893325897728,negative,1.0,Late Flight,1.0,US Airways,,FaknilO,,0,@USAirways why let passengers on board when there was an issue? Over an hour & the pilot doesn't know when we'll leave.,"[33.43824974, -111.99987573]",2015-02-23 11:08:38 -0800,New Mexico,Mountain Time (US & Canada) 569936213760716801,negative,1.0,Customer Service Issue,1.0,US Airways,,FahadHassan,,0,@USAirways anyone there to help? Still on hold...,,2015-02-23 11:05:56 -0800,Washington D.C.,Eastern Time (US & Canada) 569935818783125504,negative,1.0,Can't Tell,0.361,US Airways,,Bachelorsaurus,,0,@USAirways oh yay! Now gate agents decide not to deal with upgrade list and just bump up whoever is closest.,,2015-02-23 11:04:22 -0800,"Arlington, VA",Quito 569935639539425280,negative,0.6613,Late Flight,0.6613,US Airways,,reverendvelvet,,0,@USAirways site shows on-time but FlightAware site shows delayed. Trying to decide if I get out in this ice to catch FLT 456 to PHX.,,2015-02-23 11:03:40 -0800,Houston TX,Mountain Time (US & Canada) 569935531213086721,negative,0.6669,Customer Service Issue,0.3532,US Airways,,Jess_Yoga,,0,@USAirways is the absolute worst airline. 13 women were inconvenienced due to maintenance issues. Stuck all over- no care given.,,2015-02-23 11:03:14 -0800,Wherever my breath takes me ,Atlantic Time (Canada) 569935522497478656,negative,1.0,Customer Service Issue,0.6832,US Airways,,aepleiss,,0,"@USAirways flights & ""customer relations"" are extremely disappointing. Faced too many problems to type. apology=$25 towards a flight. A JOKE",,2015-02-23 11:03:12 -0800,, 569934782643224576,negative,1.0,Customer Service Issue,1.0,US Airways,,Whitncam,,0,@USAirways sitting here in PHL with all of your rude Customer Service Agents!,,2015-02-23 11:00:15 -0800,, 569933275436707840,negative,1.0,Late Flight,1.0,US Airways,,meganpberger,,0,@USAirways @AmericanAir - Can flight #415 get the paperwork inputted?? We should have taken off an hour .. #sittingontheplane #hungry,,2015-02-23 10:54:16 -0800,,Quito 569932287380467712,negative,1.0,Customer Service Issue,1.0,US Airways,,FahadHassan,,0,@USAirways now on hold with customer care. Wonder if someone will pick up the phone before 5pm.,,2015-02-23 10:50:20 -0800,Washington D.C.,Eastern Time (US & Canada) 569932207311048705,negative,1.0,Late Flight,0.6733,US Airways,,jsjonker,,0,@USAirways when will FLT 445 get a gate at DEN? Over 20 minutes waiting with no information.,,2015-02-23 10:50:01 -0800,, 569930403106172928,negative,0.6759,Flight Booking Problems,0.3545,US Airways,,Bachelorsaurus,,0,@USAirways lots of fun to be removed from top of a list and manually readded to the bottom thanks to club agents. Thanks a lot Asha at DCA.,,2015-02-23 10:42:51 -0800,"Arlington, VA",Quito 569930292024221696,negative,1.0,Late Flight,1.0,US Airways,,RuthieSeale,,0,@USAirways your delayed flight out of Wilmington made me miss my flight out of Charlotte. Figure out how to take off and arrive on time.,,2015-02-23 10:42:25 -0800,Aldie va, 569930199036497920,positive,1.0,,,US Airways,,Blasterjaxx,,9,@USAirways Wow unbelievable how you treat your customers at Puerto Rico airport! 👍,,2015-02-23 10:42:02 -0800,TotalWorldJaxxination, 569929945331449856,negative,1.0,Bad Flight,0.6688,US Airways,,Bachelorsaurus,,0,"@USAirways usually ""sorry"" doesn't involve moving people to middle seats and removing them from upgrade lists. Guess that's a club perk.",,2015-02-23 10:41:02 -0800,"Arlington, VA",Quito 569929134639611904,negative,0.6837,Late Flight,0.3585,US Airways,,nhbonedoc,,0,@USAirways don't worry. Used own initiative and arriving much earlier than you planned for me,,2015-02-23 10:37:49 -0800,, 569928540004753409,negative,0.6966,Can't Tell,0.6966,US Airways,,ecgetty,,0,@USAirways nice try at the gate making traveler after traveler put bags in the size guide because you oversold. Sorry #minefits,,2015-02-23 10:35:27 -0800,"wilmington, nc",Eastern Time (US & Canada) 569926843853185024,negative,1.0,Bad Flight,0.6484,US Airways,,marvinatorsb,,0,"@USAirways horrible service, wrong plane arrived, many confirmed passengers could not get on flight we paid for due to lack of seats flight",,2015-02-23 10:28:42 -0800,, 569926412234326016,neutral,1.0,,,US Airways,,athenatrigal,,0,@USAirways trying to book award travel leaving on red-eye Sunday night after midnight. Should I book the date in Sunday or Monday?,,2015-02-23 10:27:00 -0800,,Eastern Time (US & Canada) 569926031542345728,negative,1.0,Customer Service Issue,0.6598,US Airways,,marvinatorsb,,0,"@USAirways booked flight 1mnth ago, seat CONFIRMED, small plane arrived and was not allowed to board bcs no seat, horrible service",,2015-02-23 10:25:29 -0800,, 569925709025509376,negative,1.0,Lost Luggage,1.0,US Airways,,Ward1987M,,0,"@USAirways Very frustrated, checked bag in Logan, was not given a luggage ticket,now luggage is lost & no ownership from @USAirways",,2015-02-23 10:24:12 -0800,, 569923242015764480,positive,1.0,,,US Airways,,electromail,,0,@USAirways They were breathing very heavily. but were super helpful. Thank you.,,2015-02-23 10:14:24 -0800,Watching @Interpol somewhere,Amsterdam 569923163259318274,negative,1.0,Customer Service Issue,1.0,US Airways,,electromail,,0,"@USAirways Aye, and nothing to do with an automated system which doesn't work properly. Anyway, got through to somebody...",,2015-02-23 10:14:05 -0800,Watching @Interpol somewhere,Amsterdam 569922365322338304,positive,0.6513,,0.0,US Airways,,lulainlife,,0,"@USAirways okay, great. Thank you!",,2015-02-23 10:10:55 -0800,"Washington, DC",Eastern Time (US & Canada) 569921842204565504,negative,1.0,Late Flight,0.6723,US Airways,,nhbonedoc,,0,@USAirways now my rebooked connection is delayed.,,2015-02-23 10:08:50 -0800,, 569921840904327168,negative,1.0,Lost Luggage,1.0,US Airways,,Andyba25,,0,@USAirways I am in meetings in California and have no luggage!!,,2015-02-23 10:08:50 -0800,South, 569921757647212544,negative,1.0,Customer Service Issue,1.0,US Airways,,johnhughesrocks,,0,@USAirways And the number your agent gave me to call says you are not open? And the main number goes to a computer saying it is delivered?,,2015-02-23 10:08:30 -0800,, 569921646057926656,negative,1.0,Customer Service Issue,1.0,US Airways,,rapidtravelchai,,0,@USAirways any way to get your call center to answer for a OneWorld award? Whenever try system says too busy and disconnect or endless hold,,2015-02-23 10:08:03 -0800,,Eastern Time (US & Canada) 569921267601580032,negative,1.0,Lost Luggage,1.0,US Airways,,johnhughesrocks,,0,@USAirways Why did you put my luggage on the plane after mine? Then not deliver it to me like you said? Now show the claim as closed online?,,2015-02-23 10:06:33 -0800,, 569920484856475649,negative,1.0,Customer Service Issue,1.0,US Airways,,taleson2wheels,,0,@USAirways takes my money at once but then requires 7 to 10 days to process a refund? Why does your auto attendant hang up? #usairwaysfail,,2015-02-23 10:03:26 -0800,, 569920436466794496,negative,0.6598,Customer Service Issue,0.6598,US Airways,,nhbonedoc,,0,@USAirways how long for a reply,,2015-02-23 10:03:15 -0800,, 569919319821434880,neutral,0.6809,,0.0,US Airways,,mrpearson3rd,,0,@USAirways Bag policy says stroller OR car seat. We need to bring 2 car seats and 1 stroller. Should I just call for details?,,2015-02-23 09:58:49 -0800,, 569918035097731072,positive,1.0,,,US Airways,,FitzFrancis,,0,@USAirways it was customer service like I have never seen before! Kudos to your organization.,,2015-02-23 09:53:42 -0800,, 569917765676601344,negative,1.0,Customer Service Issue,0.6809,US Airways,,jonbrownmusic,,0,@USAirways Who intentionally buys a flight with a 10 hour layover? And what kind of airline would charge $200 to fix it? Wow... #usairways,,2015-02-23 09:52:38 -0800,New Orleans, 569917692758630400,negative,1.0,Customer Service Issue,1.0,US Airways,,UrbanPranaYoga,,0,@USAirways how do I get a hold of customer service? I've called multiple times & have been on hold for 30+ mins only to have to hang up,,2015-02-23 09:52:21 -0800,"Pittsburgh, PA", 569917431059099648,negative,1.0,Customer Service Issue,1.0,US Airways,,MustSeeItAll_,,0,@USAirways is there a # or a time bracket I can call to fix this problem?I've been attempting to fix this contact information issue for days,,2015-02-23 09:51:18 -0800,NYC // LI , 569916586682945536,negative,1.0,Customer Service Issue,1.0,US Airways,,Andyba25,,0,@USAirways I called the number and they said no one is available to take my call...guys this is insane,,2015-02-23 09:47:57 -0800,South, 569914295854739456,negative,0.6575,Customer Service Issue,0.6575,US Airways,,jhughes1025,,0,.@USAirways Can't book a flight online or over the phone. Your customer service is usually great -- anything you can do to help?,,2015-02-23 09:38:51 -0800,Washington DC,Alaska 569914076496850945,negative,1.0,Cancelled Flight,0.6714,US Airways,,EdPlotts,,0,"@USAirways / @AmericanAir was the worst experience I've ever had flying. Rude, delays, Cancelled Flightlations, lack of updates, and wasting our time",,2015-02-23 09:37:58 -0800,Philadelphia,Eastern Time (US & Canada) 569913838746742784,neutral,1.0,,,US Airways,,CatieKriewald,,0,"@USAirways contact via FB messages, Twitter DM or text?",,2015-02-23 09:37:02 -0800,"Stillwater, MN",Central Time (US & Canada) 569912963273879552,negative,1.0,Customer Service Issue,1.0,US Airways,,CatieKriewald,,0,@USAirways called 3x & it says high call volumes call back. At $1 a minute for international calls is there any way someone can contact me?,,2015-02-23 09:33:33 -0800,"Stillwater, MN",Central Time (US & Canada) 569911231705944064,negative,1.0,Customer Service Issue,0.6596,US Airways,,Debbie_GBennett,,0,@USAirways @jhughes1025 grrrrrrrr. Couldn't book a flight via calling either :(,,2015-02-23 09:26:40 -0800,Indianapolis,Indiana (East) 569911064105754624,negative,1.0,Late Flight,1.0,US Airways,,nhbonedoc,,0,"@USAirways delayed, connection missed, now extended layover how about a lounge pass for PHL. #5077",,2015-02-23 09:26:00 -0800,, 569910971222892545,negative,1.0,Late Flight,0.37,US Airways,,phillipfgo,,0,"@USAirways Another twist in the plot. Took off from Miami, then had to return due to a unsecured cargo door. most stressful vacation ever.",,2015-02-23 09:25:38 -0800,"Cincinnati, OH", 569910571686088704,negative,0.35,Can't Tell,0.35,US Airways,,JKlein126,,0,@USAirways she will be reaching out to you! HARDWORKING mom just trying to do her best!,,2015-02-23 09:24:03 -0800,, 569910441423417345,neutral,1.0,,,US Airways,,ColfaxCapital,,0,"@USAirways great operation you guys are running. More mechanical issues, and now taping piece of plane together LOL http://t.co/I5V9wfbtuE",,2015-02-23 09:23:32 -0800,"39.0708° N, 106.9886° W",Quito 569910410343804928,neutral,0.6593,,,US Airways,,jhughes1025,,0,@USAirways thanks! Any idea when it will be resolved? I'd like to purchase my ticket!,,2015-02-23 09:23:24 -0800,Washington DC,Alaska 569910335353851904,neutral,1.0,,,US Airways,,dtopler,,0,"@USAirways Hi, can you attach my AA FF# 94LXA62 to reservation E2KVM4. Thansk!",,2015-02-23 09:23:07 -0800,"New York, NY",Eastern Time (US & Canada) 569909641129402368,negative,1.0,Customer Service Issue,1.0,US Airways,,bcruz1028,,0,@USAirways When I check online it states status closed. What does this mean? As I have yet been able to reach a live person...,,2015-02-23 09:20:21 -0800,, 569909232696483842,negative,0.6875,Customer Service Issue,0.6875,US Airways,,electromail,,0,@USAirways Your system is affected by the weather?,,2015-02-23 09:18:44 -0800,Watching @Interpol somewhere,Amsterdam 569909058250997760,positive,1.0,,,US Airways,,The_BlueAnchor,,0,@USAirways we called and were able to get rescheduled. Thank you for the quick responses today!!,,2015-02-23 09:18:02 -0800,"Dallas, TX",Central Time (US & Canada) 569908805724712961,negative,1.0,Customer Service Issue,0.3526,US Airways,,juliebartz,,0,@USAirways how do you get your aa frequent flyer number to appear in a USAir reservation?? Frustrating,,2015-02-23 09:17:02 -0800,Shawano WI,Central Time (US & Canada) 569908781720702976,negative,0.6427,Customer Service Issue,0.6427,US Airways,,lulainlife,,0,@USAirways I'm unable to check in for flight 2119 BOS-DCA and haven't heard if flight was Cancelled Flighted/rescheduled. Any updates??,,2015-02-23 09:16:56 -0800,"Washington, DC",Eastern Time (US & Canada) 569907782108839938,negative,0.9670000000000001,Can't Tell,0.8042,US Airways,negative,mydulcebella,Can't Tell,1,@USAirways / @AmericanAir don't forget without your customers you would be out of business! #epicfail #usairwaysfail,,2015-02-23 09:12:58 -0800,Pennsylvania,Eastern Time (US & Canada) 569907323650633728,neutral,0.6563,,0.0,US Airways,,therealcharlie,,0,@USAirways Hi guys! Are flights 5594 and 3937 still on time? The site and app are both down and I can't check. Thanks!,,2015-02-23 09:11:08 -0800,"Melbourne, Australia",Sydney 569906167947898880,negative,1.0,Can't Tell,1.0,US Airways,,MeeestarCoke,,0,@USAirways @AmericanAir hey since you f*%#ed my wknd can I have day pass to admirals club or meal coupon or free coke? {blank stare},,2015-02-23 09:06:33 -0800,BK, 569905936980185088,negative,1.0,Customer Service Issue,0.6736,US Airways,,daknadler,,1,@USAirways : You Make the Reservation; We'll Make the Excuses! #usairwaysfail,,2015-02-23 09:05:38 -0800,Jacksonville,Eastern Time (US & Canada) 569905899650883585,negative,0.685,Lost Luggage,0.685,US Airways,,Andyba25,,1,"@USAirways I listed my baggage claim number. Have them call me, my number is on the ticket. I had to use Lady Speed Stick this morning.",,2015-02-23 09:05:29 -0800,South, 569905773276307457,negative,1.0,Lost Luggage,0.6735,US Airways,,acnewsguy,,0,@USAirways Another dead end. They only handle AA L&F. They gave me the same failed # I already had. 610-362-7498(99) VM full. #lost,,2015-02-23 09:04:59 -0800,"New Haven, CT",Mountain Time (US & Canada) 569905559652012032,negative,1.0,Flight Attendant Complaints,0.6608,US Airways,,mydulcebella,,0,@USAirways Houston Gate 17 customer Service needs to treat people with respect. There are hardly people waiting! #chillpill #usairwaysfail,,2015-02-23 09:04:08 -0800,Pennsylvania,Eastern Time (US & Canada) 569904589010575360,positive,0.7059,,0.0,US Airways,,steve_muns,,0,@USAirways over the phone. I called the 6170 number and she picked up almost immediately.,,2015-02-23 09:00:16 -0800,"Washington, DC",Eastern Time (US & Canada) 569903725449322496,neutral,0.6838,,,US Airways,,HutchinsJim,,0,"@USAirways @HutchinsJim Yes, I made the flight and got my workout in too.",,2015-02-23 08:56:51 -0800,"Carmel, IN",Atlantic Time (Canada) 569903376583913472,positive,0.6882,,,US Airways,,The_BlueAnchor,,0,@USAirways 603 & 2705 DFW to PSP thank you!,,2015-02-23 08:55:27 -0800,"Dallas, TX",Central Time (US & Canada) 569902284710084608,positive,0.6392,,,US Airways,,ChrisClark09,,0,@USAirways 1899. Thanks,,2015-02-23 08:51:07 -0800,Mentor/Columbus,Eastern Time (US & Canada) 569900620095856640,negative,0.6146,Flight Booking Problems,0.3125,US Airways,,cookyvonne,,0,@USAirways what's going on with your website & mobile app??? Help!!!,,2015-02-23 08:44:30 -0800,, 569899859995693056,negative,0.6391,Can't Tell,0.6391,US Airways,,MediatorTerry,,0,@USAirways We have submitted the customer relations form and await your response!,,2015-02-23 08:41:29 -0800,, 569899859161026560,negative,1.0,Customer Service Issue,1.0,US Airways,,electromail,,0,"@USAirways That is the height of rudeness, and without question the worst customer service I have ever experienced.",,2015-02-23 08:41:29 -0800,Watching @Interpol somewhere,Amsterdam 569899709734752256,negative,1.0,Customer Service Issue,0.6838,US Airways,,electromail,,0,@USAirways I NEED TO *SPEAK* TO SOMEBODY ABOUT A RESERVATION. As in talk to a human being. Yet your computer system puts the phone down on,,2015-02-23 08:40:53 -0800,Watching @Interpol somewhere,Amsterdam 569899203339657217,neutral,0.6596,,0.0,US Airways,,mattiasskovhoej,,0,@USAirways Will you pick up your phone then?,,2015-02-23 08:38:52 -0800,Danmark,Copenhagen 569899102198206464,negative,1.0,Bad Flight,0.3621,US Airways,,daknadler,,0,@USAirways : Premier provider of missed connections! #usairwaysfail,,2015-02-23 08:38:28 -0800,Jacksonville,Eastern Time (US & Canada) 569898346036404224,negative,0.6739,Customer Service Issue,0.6739,US Airways,,TheRealChrisCin,,0,"@USAirways I'm sure the people are working very hard, but the systems should assist with IVR prompting, offering call backs, hold wait times",,2015-02-23 08:35:28 -0800,"Richmond, VA",Central Time (US & Canada) 569897798692286465,negative,1.0,Bad Flight,0.6478,US Airways,,StevenS_CG,,0,@USAirways thanks for a subpar travel experience and it's not even over yet #stepitup,"[33.43790009, -111.99746652]",2015-02-23 08:33:18 -0800,"Carlsbad, CA", 569897573294743552,positive,1.0,,,US Airways,,steve_muns,,0,@USAirways FYI your customer service rep Carol is an absolute delight. So pleasant to with with and rebooked me in lightning speed! Thanks!,,2015-02-23 08:32:24 -0800,"Washington, DC",Eastern Time (US & Canada) 569896616322334720,negative,1.0,Customer Service Issue,1.0,US Airways,,hannah_rose22,,0,"@USAirways is struggling. had me on hold for 25 minutes, kicked me back to the start, then said they couldnt handle the amount of calls",,2015-02-23 08:28:36 -0800,Colorado ,Mountain Time (US & Canada) 569896241196339201,negative,1.0,Lost Luggage,0.6743,US Airways,,Andyba25,,0,@USAirways no you call me.,,2015-02-23 08:27:06 -0800,South, 569895538910498817,negative,1.0,Lost Luggage,0.677,US Airways,,_Leycar,,0,@USAirways they told me to call back Late Flightr,,2015-02-23 08:24:19 -0800,,Eastern Time (US & Canada) 569895100526039040,negative,1.0,Flight Booking Problems,0.6495,US Airways,,dan3598328,,0,@USAirways i will be Cancelled Flighting my us airways credit card and choosing other airlines after my experience this week.,,2015-02-23 08:22:34 -0800,"Hillsborough, New Jersey",Eastern Time (US & Canada) 569894983265710081,neutral,0.6696,,,US Airways,,The_BlueAnchor,,0,"@USAirways thank you, but it says the website is down",,2015-02-23 08:22:06 -0800,"Dallas, TX",Central Time (US & Canada) 569894449922252800,negative,1.0,Customer Service Issue,1.0,US Airways,,EmilyRadtke_99,,0,"@USAirways I cant make it to airport, roads are to bad in DFW and no one is answering the phones and the website is down?How do I reschedule",,2015-02-23 08:19:59 -0800,go central , 569894295953645568,negative,1.0,Late Flight,0.3407,US Airways,,fcutitta,,0,@USAirways Pilot pleads to let boarding begin for full flight #1937 while waiting for 4th flight attendant. Denied by mission control. Grrrr,"[35.21843964, -80.94253029]",2015-02-23 08:19:22 -0800,"Wayland, MA USA",Eastern Time (US & Canada) 569894100649947136,negative,1.0,Customer Service Issue,1.0,US Airways,,ChrisClark09,,2,@USAirways website isnt working and I cant talk to any1 on the phone to check flight status out of dfw. Roads are awful and cant get there,,2015-02-23 08:18:36 -0800,Mentor/Columbus,Eastern Time (US & Canada) 569894035797753856,negative,1.0,Cancelled Flight,0.6373,US Airways,,eozonian,,0,@USAirways rebooked for Tuesday. Arriving too Late Flight for on Tuesday to start the class. Cancelled Flightled the trip.,,2015-02-23 08:18:20 -0800,TLH, 569893878536527872,negative,1.0,Cancelled Flight,1.0,US Airways,,steve_muns,,0,@USAirways If my flight is going to be Cancelled Flightled every week I might as well be in business class.,,2015-02-23 08:17:43 -0800,"Washington, DC",Eastern Time (US & Canada) 569893554753040386,negative,1.0,Cancelled Flight,1.0,US Airways,,steve_muns,,0,@USAirways 2102 DCA-BOS. Cancelled Flightled after making us wait over an hour. If I fly USAir every week can you upgrade my status proactively?,,2015-02-23 08:16:26 -0800,"Washington, DC",Eastern Time (US & Canada) 569892553690124288,positive,1.0,,,US Airways,,AraeB,,0,@USAirways DOMINICK L. at La Guardia airport NYC gives the absolute best customer service! Thanku! Checking in made easy!,,2015-02-23 08:12:27 -0800,east coast, 569892413235294208,negative,1.0,Customer Service Issue,0.6526,US Airways,,tannapistolis,,0,@USAirways congrats on treating your customers the worst way possible. I know plenty of other ppl who have had horrible experience w you too,,2015-02-23 08:11:54 -0800,,Eastern Time (US & Canada) 569891350302367745,negative,1.0,Cancelled Flight,1.0,US Airways,,K31RRY,,0,"@USAirways Going to Manchester, UK now i'm going to miss a wedding. You going to rebook that too? Why have you chosen to Cancelled Flight my flight??",,2015-02-23 08:07:40 -0800,Sheffield, 569891260405665792,negative,1.0,Lost Luggage,0.6555,US Airways,,CatieKriewald,,0,@USAirways if you DM me we can take this offline. Would love more info on location of lost bags. Any help is appreciated.,,2015-02-23 08:07:19 -0800,"Stillwater, MN",Central Time (US & Canada) 569890430893993986,negative,1.0,Lost Luggage,1.0,US Airways,,CatieKriewald,,0,"@USAirways thanx but this isn't my first rodeo. Done & done yesterday. No results or comm, unless u count status: bags lost & claim filed.",,2015-02-23 08:04:01 -0800,"Stillwater, MN",Central Time (US & Canada) 569890311608111105,negative,1.0,Customer Service Issue,1.0,US Airways,,acnewsguy,,0,@USAirways @acnewsguy can you give me a # for US Air in philly to talk to a real person? Acarl4@hotmail.com,,2015-02-23 08:03:32 -0800,"New Haven, CT",Mountain Time (US & Canada) 569890309624082432,negative,1.0,Bad Flight,0.7038,US Airways,,ThisGuyShaun,,0,@USAirways would have been nice to be offered in flight credit. Especially since I'm staring at empty overhead room.,,2015-02-23 08:03:32 -0800,, 569890152832749568,negative,1.0,Late Flight,1.0,US Airways,,steve_muns,,0,@USAirways or how about power outlets at your seat if you're gonna keep us siting here forever?,,2015-02-23 08:02:55 -0800,"Washington, DC",Eastern Time (US & Canada) 569889475658178560,negative,1.0,Customer Service Issue,1.0,US Airways,,BriRose16,,0,@USAirways I would appreciate a call regarding a HORRIBLE experience I had with a gate agent. Was on hold for 39 min and then hung on me.,,2015-02-23 08:00:13 -0800,"Baltimore, MD ", 569888762982850560,neutral,0.6578,,0.0,US Airways,,MustSeeItAll_,,0,"@USAirways I understand that, and when I'm attempting to change the information so they are identical, it tells me to call a #",,2015-02-23 07:57:23 -0800,NYC // LI , 569888646633017344,negative,1.0,Late Flight,1.0,US Airways,,Tasil2005,,0,@USAirways What is going on with flight 1826 from PHL to PHX? 10 mins to estimated departure nobody has board and no update.,,2015-02-23 07:56:56 -0800,, 569887957810864129,negative,1.0,Lost Luggage,1.0,US Airways,,_Leycar,,0,@USAirways but my bag is still missing,,2015-02-23 07:54:11 -0800,,Eastern Time (US & Canada) 569887533267611648,negative,0.8563,Late Flight,0.5938,US Airways,negative,ConstanceSCHERE,Late Flight,0,@USAirways Seriously doubt that as I am still sitting inside at the gate.,"[39.8805621, -75.23893393]",2015-02-23 07:52:30 -0800,"Boston, MA",Atlantic Time (Canada) 569886919833874432,negative,1.0,Customer Service Issue,0.6826,US Airways,,dan3598328,,0,"@USAirways Customer service is dead. Last wk, flts delayed/Cancelled Flighted. Bags lost 4 days. Last nt, flt delayed/Cancelled Flighted. No meal voucher?",,2015-02-23 07:50:04 -0800,"Hillsborough, New Jersey",Eastern Time (US & Canada) 569886537128632320,negative,1.0,Cancelled Flight,0.6967,US Airways,,TheRealChrisCin,,0,"@USAirways flight US1562 from RIC2DFW was Cancelled Flightled yesterday & I was on hold w/ cust. service from 6-10pm EST...4 hours, no answer...",,2015-02-23 07:48:33 -0800,"Richmond, VA",Central Time (US & Canada) 569885003020181504,neutral,1.0,,,US Airways,,MeeestarCoke,,0,"@USAirways @AmericanAir taking off now. if I don't have a private jet to bora bora by the time I land, I'm calling Oprah",,2015-02-23 07:42:27 -0800,BK, 569884559380238336,negative,1.0,Customer Service Issue,1.0,US Airways,,MeeestarCoke,,0,"@USAirways @AmericanAir call the number listed? sure! by next Friday, I should get a real live person on the line http://t.co/8TJUuM22dD",,2015-02-23 07:40:41 -0800,BK, 569884071758835712,negative,1.0,Cancelled Flight,1.0,US Airways,,eozonian,,0,@USAirways thanks for Cancelled Flighting flight 5097 today. Now missing required training. Not a happy customer.,,2015-02-23 07:38:45 -0800,TLH, 569884052758659072,negative,1.0,Can't Tell,1.0,US Airways,,sydlisterney,,0,@USAirways Strike Three!!! You guys suck!!!,,2015-02-23 07:38:40 -0800,babynole'18,Quito 569883910735159297,negative,1.0,Cancelled Flight,0.3441,US Airways,,jamescav25,,0,"@USAirways 2 days in a row, not buying it. I suggest you review your policy w respect to unaccompanied minors, should have had a seat on Sun",,2015-02-23 07:38:06 -0800,"Des Moines, IA", 569883672679215104,negative,0.716,Flight Booking Problems,0.3609,US Airways,,MeeestarCoke,,0,@USAirways @AmericanAir ok the app doesn't seem to be working. just use the mobile site... http://t.co/4kLfywwMq1,,2015-02-23 07:37:10 -0800,BK, 569883558749335552,negative,1.0,Flight Booking Problems,1.0,US Airways,,adamrdodd,,0,"@USAirways Wife and I flew to Italy recently. Bought tickets via Finnair, flights operated by USAir. Didn't get dividend miles credited.",,2015-02-23 07:36:42 -0800,"Newark, DE", 569883376041250816,negative,1.0,Late Flight,1.0,US Airways,,ezemanalyst,,0,"@USAirways 8 hour delay pho-mia, your airline is bad and getting worse, Foolish for american to merge. You treat your customers like crap",,2015-02-23 07:35:59 -0800,, 569883285989531649,negative,1.0,Customer Service Issue,1.0,US Airways,,MeeestarCoke,,0,@USAirways @AmericanAir 28 hours Late Flightr still no email. work supervisor needs documentation to approve last minute vacation day request,,2015-02-23 07:35:37 -0800,BK, 569882980992335872,negative,0.6987,Customer Service Issue,0.6987,US Airways,,MeeestarCoke,,0,@USAirways @AmericanAir 3 hours on hold got rebooked on a new flight yesterday. I asked for a new itinerary/confirmation email to be sent,,2015-02-23 07:34:25 -0800,BK, 569882442129133568,negative,1.0,Cancelled Flight,1.0,US Airways,,Allmyvacations,,0,@USAirways here's to sitting on hold for 4 hrs flight Cancelled Flighted and they disconnect twice. #fend4urself #stranded #diverted,,2015-02-23 07:32:16 -0800,Stafford VA, 569882324713783296,negative,1.0,Cancelled Flight,1.0,US Airways,,K31RRY,,0,"@USAirways Cancelled Flights flight Tampa to Philadelphia today due to runway conditions yet tonnes of USAirways flights landing there today, explain!",,2015-02-23 07:31:48 -0800,Sheffield, 569881123741937664,negative,0.6522,Flight Booking Problems,0.337,US Airways,,bdaneu,,0,@USAirways your phone system is not working at all I have been bumped again so now I am at 3 times I need to get out of mco,,2015-02-23 07:27:02 -0800,,Eastern Time (US & Canada) 569881062169567232,negative,1.0,Late Flight,1.0,US Airways,,_Leycar,,0,@USAirways no my flight plans have been delayed until tuesday due to your computer crash,,2015-02-23 07:26:47 -0800,,Eastern Time (US & Canada) 569880207911460864,negative,1.0,Late Flight,0.6976,US Airways,,ConstanceSCHERE,,0,@USAirways 4914 from PHL to BGM. I cannot believe this has happened 2x in under two weeks!,,2015-02-23 07:23:24 -0800,"Boston, MA",Atlantic Time (Canada) 569880100218544128,negative,0.6507,Bad Flight,0.3275,US Airways,,MeeestarCoke,,0,"@USAirways @AmericanAir ""ma'am the doors close 10 mins prior to departure"" ""but I was here 20 mins before?!?"" laughter from the 2 agents",,2015-02-23 07:22:58 -0800,BK, 569879818063507457,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,MeeestarCoke,,0,"@USAirways @AmericanAir at 9:05am after the plane left: ""why were there no agents and why were the doors closed so early?""",,2015-02-23 07:21:51 -0800,BK, 569879601784041472,negative,1.0,Customer Service Issue,0.3511,US Airways,,Isqrdisnegativ1,,0,@USAirways I called more than 25 times to redeem mile points and can't get through. You advertise the miles but make them very hard to use!,,2015-02-23 07:20:59 -0800,, 569879100971753472,negative,1.0,Can't Tell,0.3617,US Airways,,MeeestarCoke,,0,"@USAirways @AmericanAir me after arriving at 8:41am for a flight scheduled to depart at 8:57am. doors closed, no agents",,2015-02-23 07:19:00 -0800,BK, 569878754551599104,negative,1.0,Lost Luggage,1.0,US Airways,,bcruz1028,,0,@USAirways I need to speak with a live person. I've had it with the recordings. I was told on Sat that we'd have our luggage by yest.,,2015-02-23 07:17:37 -0800,, 569878117583622145,positive,1.0,,,US Airways,,miscgal,,0,@USAirways Thanks for the information!,,2015-02-23 07:15:05 -0800,,Tehran 569876325588197377,neutral,1.0,,,US Airways,,NathanOKIE,,0,@USAirways @AmericanAir I need to move a reservation due to weather in the middle part of the U.S. I would like to change departing airport,,2015-02-23 07:07:58 -0800,,Hawaii 569874973021622272,positive,1.0,,,US Airways,,FitzFrancis,,0,@USAirways couldn't be more thankful to your #orf and #dca crews on the ground and in the air today for help with a sick kid and a lost bag!,,2015-02-23 07:02:35 -0800,, 569874944282234880,negative,1.0,Late Flight,1.0,US Airways,,tjmurphy24_law,,0,@USAirways thx for delayed checkin on noon flt to mia then forcing me to take Late Flightr flts which were delayed. Cincy to Miami in 13 hrs! #fast,,2015-02-23 07:02:29 -0800,Terrace Park OH, 569874553175810050,negative,1.0,Customer Service Issue,0.6923,US Airways,,MustSeeItAll_,,0,@USAirways getting extremely frustrated w/ the phone/online service for merging frequent flyer miles.,,2015-02-23 07:00:55 -0800,NYC // LI , 569873968175259650,negative,1.0,Customer Service Issue,0.68,US Airways,,jamescav25,,0,@USAirways already spent 60 mins today handling this for my minor child. Shame on you for treating a 15 year old girl like this.,,2015-02-23 06:58:36 -0800,"Des Moines, IA", 569873190190600192,neutral,0.6716,,0.0,US Airways,,NathanOKIE,,0,@USAirways @AmericanAir can someone help me with some travel issues today?,,2015-02-23 06:55:30 -0800,,Hawaii 569873091763032065,negative,1.0,Late Flight,0.672,US Airways,,ConstanceSCHERE,,0,"@USAirways First the pilot was Late Flight, now it's maintenance. This is EXACTLY what happened two weeks ago. Unacceptable.","[39.88116058, -75.24031037]",2015-02-23 06:55:07 -0800,"Boston, MA",Atlantic Time (Canada) 569871932251729920,neutral,1.0,,,US Airways,,LarrySandeen,,0,"@USAirways There is nothing on my USAir CC at this point, but the email stated I would be charged. Thanks for the reply.","[0.0, 0.0]",2015-02-23 06:50:31 -0800,Southeastern Pennsylvania USA, 569870924410970112,negative,1.0,Can't Tell,0.6826,US Airways,,ashwatson3,,0,@USAirways I will NEVER fly us airways or american again and I will share this nightmare of a story to all the many others we know who fly,,2015-02-23 06:46:30 -0800,, 569870657246404608,negative,1.0,Flight Attendant Complaints,0.6869,US Airways,,ashwatson3,,0,"@USAirways i have never been treated so poorly by an airline in my life, as a military family we do alot of flying..",,2015-02-23 06:45:27 -0800,, 569870445710671872,negative,1.0,Customer Service Issue,0.6759999999999999,US Airways,,LarrySandeen,,0,@USAirways @AmericanAir - Burned a lot of time and cell minutes working through this flight issue - hopefully we fly home in the morning.,"[0.0, 0.0]",2015-02-23 06:44:36 -0800,Southeastern Pennsylvania USA, 569870442388983808,negative,1.0,Customer Service Issue,0.6902,US Airways,,ashwatson3,,0,@USAirways you would rather a while plane get exposed to a nasty contagious virus then work wth me to get my flight changed to a Late Flightr date,,2015-02-23 06:44:35 -0800,, 569870374638235649,neutral,0.6771,,0.0,US Airways,,heatherjpitcher,,0,@USAirways & @AmericanAir what are your weight restrictions for carry on luggage? Can find measurements but not weight restrictions. TIA,,2015-02-23 06:44:19 -0800,,Quito 569870248779902976,negative,1.0,Cancelled Flight,0.6866,US Airways,,ashwatson3,,0,@USAirways i worked with you and bought my own rental car when you failed to get me to the location i paid to get to and now....,,2015-02-23 06:43:49 -0800,, 569870128915083264,negative,1.0,Customer Service Issue,1.0,US Airways,,AFord1358,,0,@USAirways I've been on hold for 30 minutes and counting. #unacceptable,,2015-02-23 06:43:21 -0800,,Central Time (US & Canada) 569870036992593920,negative,1.0,Cancelled Flight,1.0,US Airways,,LarrySandeen,,0,@USAirways Discovered our flight was Cancelled Flightled yesterday at 3:30PM - @americanairlnes finally notified us our flight was Cancelled Flighted at 0316 AM,"[0.0, 0.0]",2015-02-23 06:42:59 -0800,Southeastern Pennsylvania USA, 569870007368331264,negative,1.0,Can't Tell,0.35200000000000004,US Airways,,ashwatson3,,0,@USAirways I am appalled. My departure with you was all messed up and now on return i am supposed to fly alone with two very sick kids,,2015-02-23 06:42:52 -0800,, 569869978217914368,negative,1.0,Customer Service Issue,1.0,US Airways,,bcruz1028,,0,"@USAirways Will tweet all day until I get a live cust rep. I will make sure the world knows you don't care about your customers health.",,2015-02-23 06:42:45 -0800,, 569869163029762048,positive,1.0,,,US Airways,,jcsolomons,,0,@USAirways Thank you.,,2015-02-23 06:39:30 -0800,"Boston, MA",Quito 569867947130421249,neutral,0.6629,,0.0,US Airways,,DonIrvine,,0,@USAirways 4473. She just called to say it's a runway clearing problem of all things.,,2015-02-23 06:34:40 -0800,Washington DC,Eastern Time (US & Canada) 569866875452203010,negative,1.0,Late Flight,1.0,US Airways,,ConstanceSCHERE,,0,@USAirways Decided to be a good sport and give you guys another shot. Flight delayed. Again.,"[39.88024969, -75.2363937]",2015-02-23 06:30:25 -0800,"Boston, MA",Atlantic Time (Canada) 569866461172387841,negative,1.0,Customer Service Issue,0.6919,US Airways,,MeeestarCoke,,0,@USAirways @AmericanAir on hold for 8 hours yesterday w/o speaking to an agent on hold again w/ 2 phones ~30 mins let the bashing begin...,,2015-02-23 06:28:46 -0800,BK, 569866081164111873,neutral,1.0,,,US Airways,,The_BlueAnchor,,0,@USAirways will all flights out of DFW be Cancelled Flightled today?,,2015-02-23 06:27:16 -0800,"Dallas, TX",Central Time (US & Canada) 569865823415902208,neutral,1.0,,,US Airways,,ttorabisu,,0,@USAirways can you add my KTN to an existing reservation?,,2015-02-23 06:26:14 -0800,ATL | DTW | NRT, 569865637666930688,negative,1.0,longlines,0.6708,US Airways,,macaliciousmac,,0,@USAirways please fix the very unproductive check in process at @DCA. 20 check in stations and 2 people working them. What a total mess!!!!,,2015-02-23 06:25:30 -0800,earth for now,Eastern Time (US & Canada) 569864720305553409,negative,0.6523,Can't Tell,0.6523,US Airways,,jcsolomons,,0,@USAirways I will. Is it down or is just me?,,2015-02-23 06:21:51 -0800,"Boston, MA",Quito 569863183961165826,neutral,0.6775,,0.0,US Airways,,BSmithwood,,0,@USAirways I'm supposed to fly through Dallas. Can you help me get a new itinerary?,,2015-02-23 06:15:45 -0800,"Boston, MA", 569862572540878848,positive,1.0,,,US Airways,,JOHN_TURNER_JR,,0,@USAirways Your CLT baggage crew deserves a #kudos. I had to run to make my connection. And my bags still made it! #CustomerService,,2015-02-23 06:13:19 -0800,"Mobile, Alabama, US",Central Time (US & Canada) 569861759240171522,positive,1.0,,,US Airways,,jsilver76,,0,@USAirways Thanks!,,2015-02-23 06:10:05 -0800,,Eastern Time (US & Canada) 569860355746213893,negative,1.0,Can't Tell,0.37799999999999995,US Airways,,JKlein126,,4,@USAirways you denied a mom her AM flight because she NEEDED her breast pumping parts on a full flight? Please FIX this ASAP!! #freeflight,,2015-02-23 06:04:30 -0800,, 569857037477158912,negative,1.0,Can't Tell,0.6732,US Airways,,StephanSDalal,,0,"@USAirways: I relied on US Airways, and that was my mistake. Awful customer experience.",,2015-02-23 05:51:19 -0800,, 569856874604048385,negative,1.0,Customer Service Issue,0.6952,US Airways,,jcsolomons,,0,@USAirways Thank you. The website crashing for me.,,2015-02-23 05:50:40 -0800,"Boston, MA",Quito 569854370726064132,negative,1.0,Cancelled Flight,0.3373,US Airways,,XtianinNYC,,0,"@USAirways. On hold 2hrs after my flight was Cancelled Flightled & ""Anthony"" was beyond rude and not helpful! @AmericanAir they're weighing you down.",,2015-02-23 05:40:44 -0800,,Eastern Time (US & Canada) 569852380327612416,negative,1.0,Late Flight,1.0,US Airways,,corybronze,,0,"@USAirways Will the nightmare ever end? Just found out our flight today is delayed due to ""ground handling delays affecting a prior flight.""",,2015-02-23 05:32:49 -0800,, 569850182784966656,positive,1.0,,,US Airways,,TeaMontgomery,,0,@USAirways is alright with me. Please give Scott F at BDL a bonus for excellent customer service,,2015-02-23 05:24:05 -0800,Nube de la Reign,Eastern Time (US & Canada) 569849295786127360,negative,0.6452,Can't Tell,0.6452,US Airways,,daknadler,,0,"@USAirways : When You've Got to Get There, We've Got Excuses! #usairwaysfail",,2015-02-23 05:20:34 -0800,Jacksonville,Eastern Time (US & Canada) 569849281533874176,neutral,0.7006,,0.0,US Airways,,LaurenCarrot,,0,"@USAirways I'm referring to email like this. Just tell people when they GET the upgrade. Otherwise, we know already. http://t.co/N8UvCLMADA","[33.6424884, -84.4325976]",2015-02-23 05:20:30 -0800,Your Dreams, 569848398129565696,negative,1.0,Lost Luggage,0.6609,US Airways,,klink1015,,0,"@USAirways first, luggage got stuck in a different city, now I get them back today & one of your employees stole a pair of gloves from me!",,2015-02-23 05:17:00 -0800,New York, 569846619996360704,neutral,1.0,,,US Airways,,Plopadiddy,,0,"@USAirways I just reserved a flight with my companion certificate, where do I mail the certificate for verification???? THX!!!",,2015-02-23 05:09:56 -0800,,Hawaii 569844919617101824,neutral,1.0,,,US Airways,,jsilver76,,0,"@USAirways Do your flight schedules to - from Quintana Roo, Mexico reflect their newly adopted time zone change to EST?",,2015-02-23 05:03:10 -0800,,Eastern Time (US & Canada) 569844782702338048,negative,1.0,Customer Service Issue,1.0,US Airways,,MadameMoodle,,0,@USAirways sure knows how to pamper customers they strand abroad. #badcustomerservice #fend4yourself #youareonyourown http://t.co/Pw1eudlcZg,"[21.15194085, -86.82443877]",2015-02-23 05:02:38 -0800,"Sacramento, CA 95864",Pacific Time (US & Canada) 569844191938908160,neutral,0.6421,,0.0,US Airways,,daknadler,,0,@USAirways : Maybe You Should Drive #usairwaysfail,,2015-02-23 05:00:17 -0800,Jacksonville,Eastern Time (US & Canada) 569843749230133248,negative,0.6458,Can't Tell,0.6458,US Airways,,daknadler,,1,@USAirways : We Suck -- And Pass the Savings on to Us! #usairwaysfail,,2015-02-23 04:58:31 -0800,Jacksonville,Eastern Time (US & Canada) 569843142830071808,neutral,0.6458,,,US Airways,,PeterPiatetsky,,0,@USAirways thank you for the apology,,2015-02-23 04:56:07 -0800,Nebraska,Eastern Time (US & Canada) 569842257588846592,negative,0.6713,Customer Service Issue,0.6713,US Airways,,jcsolomons,,0,@USAirways Can you help me with a refund. the phone guy couldn't help. The website won't let me submit a reply.,,2015-02-23 04:52:36 -0800,"Boston, MA",Quito 569841949185839104,negative,1.0,Late Flight,1.0,US Airways,,daknadler,,0,@USAirways We take Late Flight to a whole new level!,,2015-02-23 04:51:22 -0800,Jacksonville,Eastern Time (US & Canada) 569837569392967680,positive,1.0,,,US Airways,,hegshmeg,,0,“@USAirways: @hegshmeg O” thank you for that elaborate response,,2015-02-23 04:33:58 -0800,los angeles ca,Pacific Time (US & Canada) 569833680316829696,negative,1.0,Can't Tell,0.6702,US Airways,,pantsasnapkins,,0,@USAirways You guys are screwing up my trip. Thanks for nothing. #lazy,,2015-02-23 04:18:31 -0800,"The Specific Ocean ", 569832968954499072,neutral,0.6655,,0.0,US Airways,,jcsolomons,,0,@USAirways Is your refund system down?,,2015-02-23 04:15:41 -0800,"Boston, MA",Quito 569827255653941248,negative,1.0,Lost Luggage,0.6669,US Airways,,Keri_Everhart,,0,@usairways Seriously. This is ridiculous. I shouldn't have to wait a hour for my luggage after I land. #wtf,,2015-02-23 03:52:59 -0800,"NC, USA",Eastern Time (US & Canada) 569827206928715776,neutral,1.0,,,US Airways,,SmileyNthahood,,0,"That's not the case.. They sent me a email with a link, I'll show you.. @USAirways http://t.co/hb799CCo0t",,2015-02-23 03:52:47 -0800,,Pacific Time (US & Canada) 569825936788598786,negative,1.0,Lost Luggage,0.6806,US Airways,,Keri_Everhart,,0,@usairways Why are we waiting 40 min so far for our luggage??? #wannagohome,,2015-02-23 03:47:44 -0800,"NC, USA",Eastern Time (US & Canada) 569825133705216001,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,KAhax,,0,@USAirways the only time I tweet is to tell you how horrible you're attendants are. Flight 3841 to LGA. I feel in jail,"[40.49569523, -80.24513477]",2015-02-23 03:44:33 -0800,, 569824422279950336,negative,0.6699,Customer Service Issue,0.3411,US Airways,,earthXplorer,,1,@USAirways hello??? Anyone there?,,2015-02-23 03:41:43 -0800,"Miami, Fl. USA",Eastern Time (US & Canada) 569822645065093121,negative,1.0,Customer Service Issue,0.6592,US Airways,,notmakefriends,,0,@USAirways forced sections 4 and 5 to check their carry on. would have packed differently to check my bag. Why even allow it? #pissed,,2015-02-23 03:34:40 -0800,"Sherman Oaks, CA",Pacific Time (US & Canada) 569821862873726976,negative,0.6679,Bad Flight,0.6679,US Airways,,Peakway3,,0,"@USAirways Raleigh to Chicago and no #firstclass upgrade. Must be flying AA 'the screw USAir Elite, after we bailed them out' Airline",,2015-02-23 03:31:33 -0800,North Carolina, 569820790905970688,negative,1.0,Late Flight,0.6875,US Airways,,sheilafmaguire,,0,"@USAirways flt 419. 2+ hrs Late Flight, baggage + 1 more hr. Now I see they delivered my suitcase wet inside & out. #NotHappy","[36.11203645, -115.17712729]",2015-02-23 03:27:17 -0800,"Scituate, MA",Eastern Time (US & Canada) 569817859406352384,negative,1.0,Customer Service Issue,0.6419,US Airways,,patrickcota5,,0,@USAirways then she had to get her own hotel so ur agents did nothing to help and to top it off you sent her luggage on the wrong flight!!!,,2015-02-23 03:15:39 -0800,, 569817051482726400,negative,1.0,Customer Service Issue,1.0,US Airways,,patrickcota5,,0,"@USAirways so she has to take a Late Flightr flight booked by her corporate (Disney) travel dept, as your agent offered little help",,2015-02-23 03:12:26 -0800,, 569815690531758082,negative,1.0,Customer Service Issue,0.3511,US Airways,,patrickcota5,,0,@USAirways your computer system went down ok that is understandable but the agents make it worse by not helping her or anyone else,,2015-02-23 03:07:01 -0800,, 569815061440679937,negative,1.0,Customer Service Issue,0.6322,US Airways,,patrickcota5,,0,"@USAirways as the employee responsible for social media content, yes u probably do care however the actions from last night say otherwise",,2015-02-23 03:04:31 -0800,, 569810990189191168,negative,1.0,Lost Luggage,0.6587,US Airways,,BarrelAgedElle,,0,@USAirways Flight gets in 30 minutes early and all goodwill gone when bags aren't here 45 minutes Late Flightr,,2015-02-23 02:48:21 -0800,Boston,Central Time (US & Canada) 569810057795391488,negative,1.0,Customer Service Issue,1.0,US Airways,,SophAustenSneak,,0,"@USAirways. wow, awful customer service.",,2015-02-23 02:44:38 -0800,London,London 569802676914909184,negative,1.0,Can't Tell,1.0,US Airways,,tessabusenius,,0,@USAirways merging with American will negatively affect your quality and integrity. I will no longer fly with you because of it.,,2015-02-23 02:15:19 -0800,Edmonton, 569783738210525184,negative,0.7009,Customer Service Issue,0.7009,US Airways,,TravelingProf,,0,@USAirways How many agents do you have working to handle the thousands of calls?,,2015-02-23 01:00:03 -0800,"Great Barrington, MA",Eastern Time (US & Canada) 569777311475765248,positive,1.0,,,US Airways,,Logunov_Daniil,,0,@USAirways YOU ARE THE BEST!!! YOU ARE AMAZING!!! FOLLOW ME PLEASE;)🙏🙏🙏,,2015-02-23 00:34:31 -0800,"Russia, Россия",Abu Dhabi 569776946365620224,negative,1.0,Late Flight,1.0,US Airways,,earthXplorer,,0,@USAirways flight 435 is delayed so will miss connecting flight 457 can you please help with alternate? Thank you.,,2015-02-23 00:33:04 -0800,"Miami, Fl. USA",Eastern Time (US & Canada) 569775147919372288,neutral,0.6879,,,US Airways,,m_appel,,0,"@USAirways 4469, thank you for asking.",,2015-02-23 00:25:55 -0800,Washington DC ,Central Time (US & Canada) 569772867774230528,negative,1.0,Customer Service Issue,0.6559,US Airways,,rmb1213,,0,@USAirways three hour wait and counting waiting for reservations on the phone. Are you serious!?,,2015-02-23 00:16:52 -0800,"Blackwood, NJ",Central Time (US & Canada) 569771711408644096,positive,1.0,,,US Airways,,jakenemmasmom,,0,@USAirways on a happy note our 719 crew is wonderful. Can't say enough great things about our pilot. He's doing all he can for us.,,2015-02-23 00:12:16 -0800,, 569771270839013376,negative,1.0,Late Flight,1.0,US Airways,,jakenemmasmom,,0,@USAirways What a mess caused by the computer systems. Flight 719 in 3 hours Late Flight and now no gate for us. Est 26 min wait.,,2015-02-23 00:10:31 -0800,, 569764668366938112,negative,1.0,Customer Service Issue,1.0,US Airways,,TarpsTwin,,0,"@USAirways Storm or no storm, your customer service is a joke. 6 hour wait time to speak to someone? I will never fly your airline again.","[0.0, 0.0]",2015-02-22 23:44:17 -0800,"Washington, DC", 569763137819267072,negative,1.0,Lost Luggage,1.0,US Airways,,Andyba25,,0,@USAirways you guys have my luggage in San Jose and were supposed to deliver it to my hotel hours ago!! Please contact me.,,2015-02-22 23:38:12 -0800,South, 569762394169221121,negative,1.0,Can't Tell,1.0,US Airways,,rossj987,,0,@USAirways I've flown 6 figured worth of miles in my lifetime. This was my first and last ever flight on US Airways,,2015-02-22 23:35:15 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569760267485122560,negative,1.0,Late Flight,0.6659999999999999,US Airways,,JackieSeigel,,0,@USAirways pls get me back to Tallahassee:( no one should ever have to be stranded in Gainesville for this long😒,,2015-02-22 23:26:48 -0800,,Central Time (US & Canada) 569760231846072321,negative,1.0,Can't Tell,0.3659,US Airways,,rossj987,,0,@USAirways your a miserable airline and your loss of revenue is a reflection of that. Go extinct. A merger only delays the inevitable,,2015-02-22 23:26:39 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569760128343220224,negative,1.0,Can't Tell,0.6739,US Airways,,rossj987,,0,@USAirways What was the point of the merger? Why not just go out of business if your not turning a profit anymore?,,2015-02-22 23:26:14 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569759999083171840,negative,0.6697,Can't Tell,0.3394,US Airways,,rossj987,,0,@USAirways I love how just to give feedback to this link I have to fill out all my personal info on a form. You guys are the best :),,2015-02-22 23:25:44 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569759558777892864,negative,1.0,Customer Service Issue,1.0,US Airways,,mcarroll_,,0,@USAirways Finally got ahold of an Agent after another hour. Thanks for the follow up. Recommend a call back feature.,,2015-02-22 23:23:59 -0800,Washington D.C.,Eastern Time (US & Canada) 569759459632750592,negative,1.0,Can't Tell,0.3604,US Airways,,rossj987,,0,@USAirways IS THIS RINGLING BROTHERS BARNUM AND BAILEY??? SHOULD I KEEP MY EYES PEELED FOR THE CLOWN CAR???,,2015-02-22 23:23:35 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569759330662109185,negative,1.0,Late Flight,1.0,US Airways,,rossj987,,0,@USAirways not to mention the fact that my flight was delayed BECAUSE YOUR COMPUTERS WERE DOWN,,2015-02-22 23:23:04 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569759291839803392,negative,0.65,Flight Booking Problems,0.3609,US Airways,,pronetowander,,0,@USAirways cannot add my frequent flyer number on your website. Can you help?,,2015-02-22 23:22:55 -0800,, 569759259480600577,negative,1.0,Customer Service Issue,0.6894,US Airways,,rossj987,,0,@USAirways how do I get off my plane and wait over an hour and a half to speak to someone about reFlight Booking Problems?,,2015-02-22 23:22:47 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569759131143262208,negative,1.0,Customer Service Issue,1.0,US Airways,,rossj987,,0,"@USAirways Please don't trivialize me. This is a joke, not a slow day or slow experience",,2015-02-22 23:22:17 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569758956941234176,negative,1.0,longlines,0.6579999999999999,US Airways,,rossj987,,0,@USAirways And how do you only have 1 agent at PHX customer service desk when an hour ago the line was over 100 people long?,,2015-02-22 23:21:35 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569758821310017536,negative,1.0,Customer Service Issue,0.6763,US Airways,,rossj987,,0,@USAirways sorry doesn't help. It's midnight PST. How in the hell am I still on hold after 90 minutes on customer service line?,,2015-02-22 23:21:03 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569758649112854529,negative,0.6793,Can't Tell,0.6793,US Airways,,rossj987,,0,@USAirways Like I thought this was America. When did US Airways start operating under the rules of communist Russia?,,2015-02-22 23:20:22 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569758482989084674,negative,1.0,Customer Service Issue,0.6904,US Airways,,rossj987,,0,@USAirways you guys should be nice and just give your routes to jet blue and southwest. At least they treat their customers properly.,,2015-02-22 23:19:42 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569758349354340352,negative,1.0,Can't Tell,0.3748,US Airways,,rossj987,,0,@USAirways But nope! Apparently this is the way you guys do business! I guess I'm flying southwest and her blue from now on.,,2015-02-22 23:19:10 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569758145020428288,negative,1.0,Can't Tell,0.6882,US Airways,,rossj987,,0,@USAirways I keep thinking this is a massive practical joke and someone is gonna appear out of thin air and take me to Reno tonight.,,2015-02-22 23:18:22 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569757977785184256,negative,1.0,longlines,0.6714,US Airways,,rossj987,,0,@USAirways there's over 50 people in line and only one agent!,,2015-02-22 23:17:42 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569757907048202240,negative,1.0,Customer Service Issue,1.0,US Airways,,rossj987,,0,"@USAirways And by the way, I'm planning it while I've Ben waiting in the line at customer service in PHX...for over an hour!",,2015-02-22 23:17:25 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569757773937770496,negative,0.6588,Can't Tell,0.6588,US Airways,,rossj987,,1,"@USAirways Already planning my local boycott for Washington, D.C. Area.",,2015-02-22 23:16:53 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569757651539660801,negative,1.0,Can't Tell,1.0,US Airways,,rossj987,,0,@USAirways I can legitimately say that I would have rather driven cross country than flown on US Airways.,,2015-02-22 23:16:24 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569757363797757952,negative,1.0,Customer Service Issue,1.0,US Airways,,rossj987,,0,@USAirways and despite the fact I see you answering all these people on twitter with mundane qs you refuse to answer me!,,2015-02-22 23:15:15 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569757234260942848,negative,1.0,Customer Service Issue,0.6403,US Airways,,rossj987,,0,"@USAirways you guys are the worst airline I've ever dealt with. No notifications, no keeping customers updated. Terrible service",,2015-02-22 23:14:44 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569757094166994944,negative,1.0,Customer Service Issue,1.0,US Airways,,rossj987,,0,@USAirways hey guys! Thanks for answering me and thanks for keeping me on hold for an hour on customer service at 12 pm PST!,,2015-02-22 23:14:11 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569754180883247104,neutral,0.695,,,US Airways,,mrmorganmusic,,0,"@USAirways @PDQuigley any progress? Good luck, Patrick!",,2015-02-22 23:02:36 -0800,"Conway, AR",Central Time (US & Canada) 569752107730890752,positive,0.6849,,,US Airways,,DavidHall1981,,0,"@USAirways @landonschott he's fine, he really likes picking his own seat....",,2015-02-22 22:54:22 -0800,"Adelaide, South Australia",Adelaide 569747533641199617,negative,1.0,Can't Tell,1.0,US Airways,,FallNightLights,,1,@USAirways is the worst airline to ever travel with.,,2015-02-22 22:36:12 -0800,Detroit - Hampton U.,Quito 569747390758047745,negative,1.0,Can't Tell,0.6605,US Airways,,FallNightLights,,0,"@USAirways has to be the most lazy, inconsiderate, and unprofessional airline that I have ever traveled.",,2015-02-22 22:35:38 -0800,Detroit - Hampton U.,Quito 569747046338588672,negative,1.0,Customer Service Issue,1.0,US Airways,,patrickcota5,,0,@USAirways Do you have any pride in your service? Any concerns for my wife and everyone else on that flight? Or you just don't care????!!!,,2015-02-22 22:34:15 -0800,, 569746612433629184,negative,0.6932,Bad Flight,0.3636,US Airways,,patrickcota5,,0,@USAirways now U horrible people say you have no where for her to sleep?,,2015-02-22 22:32:32 -0800,, 569746398519955456,negative,1.0,Lost Luggage,1.0,US Airways,,patrickcota5,,0,@USAirways who's in charge of your company? My wife missed her connection to CA you sent her luggage on another flight,,2015-02-22 22:31:41 -0800,, 569745728693784576,negative,1.0,Customer Service Issue,1.0,US Airways,,CourtneyyKay,,0,@USAirways the call hung up on me..,,2015-02-22 22:29:01 -0800,Michigan ➡️ Florida,Eastern Time (US & Canada) 569735732060753921,negative,1.0,Customer Service Issue,0.6605,US Airways,,JaimConn,,0,@USAirways got this message on your site to call about my flight - just gave up after being on hold for 3 HOURS! http://t.co/5cDX2ROAE6,,2015-02-22 21:49:18 -0800,,Eastern Time (US & Canada) 569734884396302338,negative,1.0,Customer Service Issue,1.0,US Airways,,Alauric_21,,0,@USAirways #usairways lost a passenger today for not upholding their promise of excellent customer service!!!,,2015-02-22 21:45:56 -0800,ImInMiamiBitch,Central Time (US & Canada) 569734868344684544,negative,1.0,Lost Luggage,1.0,US Airways,,jillhelsel8,,0,@USAirways yet again your staff in Philadelphia failed to send my luggage home with me. #alwayshappensthere #angrytraveler,,2015-02-22 21:45:52 -0800,, 569734821091487744,negative,1.0,Customer Service Issue,1.0,US Airways,,lminboston,,0,@USAirways ok my 4th try today....giving up at 12.45am after 138 minute hold time. #terrible http://t.co/Ps9Q9RPSiL,,2015-02-22 21:45:41 -0800,, 569731306092961792,negative,0.6632,Customer Service Issue,0.6632,US Airways,,SmileyNthahood,,0,Number or email? That's the purpose of sending you a tweet? @USAirways,,2015-02-22 21:31:43 -0800,,Pacific Time (US & Canada) 569729663351832576,positive,1.0,,,US Airways,,abrykwall,,0,@USAirways Thank you. I'll do that next time!,,2015-02-22 21:25:11 -0800,RDU,Eastern Time (US & Canada) 569729072697352192,negative,1.0,Customer Service Issue,0.6533,US Airways,,CourtneyyKay,,0,@USAirways it still says that I can't check into my flight because the information is incorrect but everything is entered correctly,,2015-02-22 21:22:50 -0800,Michigan ➡️ Florida,Eastern Time (US & Canada) 569727223357427712,negative,1.0,Late Flight,1.0,US Airways,,ubanks,,0,@USAirways this says it was estimated to leave an hour ago (it hasn't left yet) so thanks for this useful information. #TheWorstAirline,,2015-02-22 21:15:29 -0800,Philly Yo,Eastern Time (US & Canada) 569726849988878336,negative,1.0,Customer Service Issue,1.0,US Airways,,STPVRITCK,,0,@USAirways your customer service is horrendous. Between the way employees speak customers and their lack of care for problems with flights.,,2015-02-22 21:14:00 -0800,LS ❤️,Central Time (US & Canada) 569726350380150784,negative,1.0,Cancelled Flight,0.6883,US Airways,,ScoobyLoo4572,,0,@USAirways had mom sit for 3 hours waiting for a flight they ultimately Cancelled Flighted to give her a Tuesday morning flight...no compensation. Ugh,,2015-02-22 21:12:01 -0800,,Eastern Time (US & Canada) 569725021951791104,negative,1.0,Can't Tell,0.6917,US Airways,,ThomasBowser19,,0,@USAirways does anyone from your airline know how to do their job?,,2015-02-22 21:06:44 -0800,, 569724225466073088,negative,1.0,Can't Tell,0.6563,US Airways,,Mia_Da_Jedi,,0,@USAirways Has To Be THE WORST Airline Of All Time😡😡😡,,2015-02-22 21:03:34 -0800,Down The Rabbit Hole,Pacific Time (US & Canada) 569722436935151616,negative,1.0,Lost Luggage,0.6706,US Airways,,KateMary,,0,@USAirways denied me standby bc of checked bag in cvg 5163 to Phl @ 6..so I had to take delayed 3751 4 hrs Late Flightr...except u lost bag in cvg,,2015-02-22 20:56:28 -0800,"Wayne,PA USA", 569721813220995072,negative,0.3682,Can't Tell,0.3682,US Airways,,landonschott,,0,@USAirways you reminded me today why I fly @SouthwestAir,,2015-02-22 20:53:59 -0800,Austin TX,Central Time (US & Canada) 569721779645767680,positive,1.0,,,US Airways,,sebastian_mcfox,,0,@USAirways looks like our bag has been rescued. Thanks!,,2015-02-22 20:53:51 -0800,, 569721604315312129,negative,1.0,Customer Service Issue,0.7021,US Airways,,MrDrewcoleman,,0,@USAirways .... I've been trying to get through to book a reservation and the system will not let me through. Day 3 #ridiculous,,2015-02-22 20:53:10 -0800,Louisiana,Eastern Time (US & Canada) 569720701197750272,negative,1.0,Can't Tell,1.0,US Airways,,jamokee,,0,@USAirways you are the worst.,,2015-02-22 20:49:34 -0800,"Sandy Eggo, California ",Alaska 569719964023853056,negative,1.0,Customer Service Issue,0.6643,US Airways,,MelCMP,,0,@USAirways making folks run from gate C29 to A18 to B11 with NO EXPLANATION and zero carts to transfer elderly and handicap. #PHL,,2015-02-22 20:46:38 -0800,Pennsylvania,Eastern Time (US & Canada) 569719741906075648,negative,1.0,Late Flight,1.0,US Airways,,RishiKumar8,,0,@USAirways have been waiting in an airplane for a total of 3 hours to take off between 2 flights today...this usually doesn't happen...,,2015-02-22 20:45:46 -0800,,Quito 569719242427396096,negative,1.0,Cancelled Flight,0.6987,US Airways,,MelCMP,,0,@USAirways not given option for new flight! Why can't we get a plane PHL-MIA? 20years as an #eventprof this is worst travel experience ever,,2015-02-22 20:43:46 -0800,Pennsylvania,Eastern Time (US & Canada) 569718807939428354,negative,1.0,Lost Luggage,0.3509,US Airways,,ricapotomus,,0,@USAirways doesn't let u do stand by on flight due to checked bag causing u to get in 5 hours Late Flightr only to get to PHL & bag didn't make it,,2015-02-22 20:42:03 -0800,"Phoenixville, Pa",Eastern Time (US & Canada) 569718492108230657,neutral,0.6259,,0.0,US Airways,,TweetsByTrav,,0,@USAirways and @AmericanAir aren't as merged as the marketing departments would have us believe. Maybe @Delta or @united can get me home?,,2015-02-22 20:40:48 -0800,, 569718474047664129,negative,1.0,Late Flight,1.0,US Airways,,MelCMP,,0,"@USAirways absolutely worst experience of my life at PHL. 6 hrs, 1 failed departure, 3 gates, and ZERO communication or help!!",,2015-02-22 20:40:43 -0800,Pennsylvania,Eastern Time (US & Canada) 569717336959160323,negative,1.0,Customer Service Issue,1.0,US Airways,,MeganStephens74,,0,"@USAirways @AmericanAir as soon as I call customer service to speak to a representative, I am disconnected",,2015-02-22 20:36:12 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569717188468334593,negative,1.0,Customer Service Issue,1.0,US Airways,,MeganStephens74,,0,"@USAirways @AmericanAir have been trying to call customer service since 9pm. After an hour, was disconnected. Spoke to no one",,2015-02-22 20:35:37 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569716908787933184,negative,1.0,Customer Service Issue,1.0,US Airways,,MeganStephens74,,0,@USAirways give us no information and an attitude.,,2015-02-22 20:34:30 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569716670689902592,neutral,1.0,,,US Airways,,rgilbane,,0,@USAirways Looking for some help to recover an item I left on an airplane this evening,,2015-02-22 20:33:33 -0800,Rhode Island,Eastern Time (US & Canada) 569716646165778432,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,MeganStephens74,,0,@USAirways attendants at the gate. Enjoyed watching the other flight to our destination take off before having a horrible attendant give us,,2015-02-22 20:33:27 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569716449704587265,negative,1.0,Cancelled Flight,1.0,US Airways,,MeganStephens74,,0,"@USAirways now has stranded is in #Miami without updating any of the departure boards, and once they Cancelled Flightled the flight there was no...",,2015-02-22 20:32:41 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569715656632999936,negative,1.0,Late Flight,1.0,US Airways,,theEnergyMads,,0,@USAirways you are absolutely terrible at managing these delays... Been delayed and undelayed and delayed 6 times now. 10 AM office hours.,,2015-02-22 20:29:32 -0800,University of Vermont, 569715361660207105,negative,1.0,Customer Service Issue,0.6792,US Airways,,MeganStephens74,,0,"@USAirways @AmericanAir have the most rude, unreliable, horrible company with equally rude, unreliable and horrible employees. Stay tuned.",,2015-02-22 20:28:21 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569713111537717248,negative,1.0,Can't Tell,0.34299999999999997,US Airways,,ursus_marit,,0,"@USAirways #PHL why does it take an hour to offload bags, especially after taking 30+ min to get a jetway to get off plane after landing?",,2015-02-22 20:19:25 -0800,The Last Floater,Pacific Time (US & Canada) 569710305707601920,negative,1.0,Late Flight,1.0,US Airways,,EAFiedler,,0,"@USAirways flight #703 Philly -> Mia? Bwahahaha! Delayed 5+ hrs, were in the air 30 mins then turned back around. #usairwaysfail",,2015-02-22 20:08:16 -0800,Philly,Eastern Time (US & Canada) 569709901737406464,negative,1.0,Customer Service Issue,1.0,US Airways,,kburke1122,,0,@USAirways I'm tired of paying for luggage & less than stellar customer service @AmericanAir. #notafanofyourmerger,"[33.80598632, -118.36571615]",2015-02-22 20:06:39 -0800,,Pacific Time (US & Canada) 569709870729068544,negative,0.6832,Late Flight,0.3721,US Airways,,m_appel,,0,@USAirways have you heard about the debacle at DCA? What is happening with our New Orleans flight? #wewanttoknow,,2015-02-22 20:06:32 -0800,Washington DC ,Central Time (US & Canada) 569709195936735232,negative,0.6842,Bad Flight,0.6842,US Airways,,Steeee___,,0,@USAirways I think it's a little weak sauce you have zero inflight entertainment for a 4 hour flight from Salt Lake to Philadelphia,,2015-02-22 20:03:51 -0800,,Central Time (US & Canada) 569709103188197376,negative,1.0,Late Flight,0.3389,US Airways,,PeterPiatetsky,,0,"@USAirways we flew out, through and into good weather. when we landed, another technical issue with gate. improve service or lose customers",,2015-02-22 20:03:29 -0800,Nebraska,Eastern Time (US & Canada) 569708507961950209,negative,1.0,Cancelled Flight,0.716,US Airways,,PDQuigley,,0,"@USAirways - is stranding your customers, not reFlight Booking Problems them, and then not answering the phone the way you treat Platinum members?",,2015-02-22 20:01:07 -0800,"Washington, D.C.", 569708139517480960,negative,1.0,Customer Service Issue,0.6742,US Airways,,Chudokab,,0,@USAirways I made a reservation online but I didn't receive any confirmation email. My bank said the transaction went through. Can u help?,,2015-02-22 19:59:39 -0800,, 569706908002578432,negative,1.0,Late Flight,1.0,US Airways,,EAFiedler,,0,@USAirways This is the worst flying experience of my life. Flight scheduled for departure at 5:44pm from Phl. 5+ hrs Late Flightr guess where I am?,,2015-02-22 19:54:46 -0800,Philly,Eastern Time (US & Canada) 569706041673322498,neutral,1.0,,,US Airways,,bradfordradio,,0,@USAirways Have you issued a Memphis travel advisory for tomorrow? Winter weather coming through now.,,2015-02-22 19:51:19 -0800,, 569704108095111168,negative,1.0,Late Flight,1.0,US Airways,,Geneva_Sands,,0,@USAirways any update on this flight?It's more than three hours delayed. Thank you.,,2015-02-22 19:43:38 -0800,"Washington, D.C. ",Eastern Time (US & Canada) 569704066760232960,negative,1.0,Can't Tell,0.6527,US Airways,,biscuittmfs,,0,"@USAirways @AmericanAir you should partner w/ a different hotel in PHL, the clarion is proving to be very difficult & not customer friendly",,2015-02-22 19:43:28 -0800,NY - SoFlo - The Tardis,Eastern Time (US & Canada) 569703596914282496,negative,1.0,Late Flight,0.6559,US Airways,,lasslawqsb,,0,@USAirways truly dissapointed when our flight is delayed and going to miss connection that we are expected to rebook our own flight????????,,2015-02-22 19:41:36 -0800,, 569703468736376832,negative,1.0,Late Flight,0.6624,US Airways,,Mark_Shires,,0,"@USAirways - you kind of screwed my day up, at least it was outbound, but you did save it by stranding me in a @RenHotels @MarriottRewards",,2015-02-22 19:41:06 -0800,WITSEC League,Atlantic Time (Canada) 569702495926267905,negative,1.0,Customer Service Issue,0.6737,US Airways,,emmbee12,,0,@USAirways nightmare trying to get to Costa Rica from PHL today. Stuck in Miami and no one answers at 800 number.,,2015-02-22 19:37:14 -0800,New Jersey, 569702009751916544,negative,1.0,Late Flight,1.0,US Airways,,georgetietjen,,1,@USAirways @PeterPiatetsky Ummmm I think US Air's computers@were@down for hours - my flight is 3 hours Late Flight.,,2015-02-22 19:35:18 -0800,, 569701230479413249,negative,1.0,Late Flight,0.3622,US Airways,,dline2005,,0,"@USAirways comedy of errors continues..."" We can't get into our gate, there is a broken down truck in the way"" #fail",,2015-02-22 19:32:12 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 569701192449654784,negative,1.0,Customer Service Issue,1.0,US Airways,,UnluckyDon,,0,@USAirways Instructions say to CALL. I'm just doing what it said to do.,,2015-02-22 19:32:03 -0800,"Santa Cruz, CA", 569700068476866560,positive,1.0,,,US Airways,,LarrySandeen,,0,@USairways Since I am a loyal USAir customer I am sure that they will make this up to me-right now I want to get home & back to work.,"[0.0, 0.0]",2015-02-22 19:27:35 -0800,Southeastern Pennsylvania USA, 569699694454001664,negative,1.0,Customer Service Issue,0.6421,US Airways,,LarrySandeen,,0,@USAirways The fact we did not get notified hindered our ability to look for alternate flights before they were snapped up.,"[0.0, 0.0]",2015-02-22 19:26:06 -0800,Southeastern Pennsylvania USA, 569699616750489600,negative,1.0,Late Flight,1.0,US Airways,,fischer_pricee,,0,@USAirways you're really fudgin up with all these delays 😡 #justwantmybed,,2015-02-22 19:25:47 -0800,ODU swim and dive '17,Quito 569699279566016512,negative,1.0,Can't Tell,0.3464,US Airways,,LarrySandeen,,0,"@USAirways Just discovered that they billed us $300 for the rescheduled flight, which cost me a second day of lost work.","[0.0, 0.0]",2015-02-22 19:24:27 -0800,Southeastern Pennsylvania USA, 569698944084680704,negative,1.0,Cancelled Flight,0.6538,US Airways,,LarrySandeen,,0,@USAirways Today USAir Cancelled Flightled our rescheduled flight & did not notify us except possibly to our home phone-not helpful since we are in CO,,2015-02-22 19:23:07 -0800,Southeastern Pennsylvania USA, 569698937281470464,negative,0.6737,Customer Service Issue,0.6737,US Airways,,CourtneyyKay,,0,@USAirways and I can't get through on any phones,,2015-02-22 19:23:05 -0800,Michigan ➡️ Florida,Eastern Time (US & Canada) 569698882797641728,negative,1.0,Can't Tell,0.3461,US Airways,,CourtneyyKay,,0,@USAirways Thanks for ruining my last night of vacation because I have to worry about my flight because y'all don't have record of it,,2015-02-22 19:22:52 -0800,Michigan ➡️ Florida,Eastern Time (US & Canada) 569698150757244928,positive,0.6859999999999999,,0.0,US Airways,,LarrySandeen,,0,"@USAirways - Janet & my DEN-PHL flight Cancelled Flightled Saturday, USAIR rescheduled automatically & notified us by email at no additional cost.",,2015-02-22 19:19:58 -0800,Southeastern Pennsylvania USA, 569697267856187392,negative,1.0,Customer Service Issue,1.0,US Airways,,GirthBrooksLMRA,,0,"@USAirways after 2 hrs of trying to reach real human, finally did and been on hold for 1:36 hrs for out of synch reservation.",,2015-02-22 19:16:27 -0800,,Central Time (US & Canada) 569696666611261440,negative,1.0,Bad Flight,0.3728,US Airways,,hindimovie6,,0,@usairways @usair idiots took our plane & gave it to someone else. Fudgers!!!! Flight 799 from Philly to Orlando,,2015-02-22 19:14:04 -0800,,Atlantic Time (Canada) 569696521425281024,negative,1.0,Cancelled Flight,0.3646,US Airways,,RyanEthanBeard,,0,@USAirways Missed flight. Rude CSR. No flight till Tuesday. No answer on twitter. Help me out with a RT @pattonoswalt you're my only hope.,,2015-02-22 19:13:29 -0800,, 569695412740714496,negative,1.0,Late Flight,1.0,US Airways,,daniellelewis_1,,0,"@USAirways delayed 2.5 hours @longbeachairport trying to get to @PHXSkyHarbor; give us an update, please???",,2015-02-22 19:09:05 -0800,,Eastern Time (US & Canada) 569694350831161344,negative,0.6718,Customer Service Issue,0.6718,US Airways,,ElmiraBudMan,,0,@USAirways @PHLAirport always nice when a customer service manager threatens customers standing in his understaffed lines for the last hour,,2015-02-22 19:04:52 -0800,Does it really matter, 569693042040418304,negative,1.0,Customer Service Issue,1.0,US Airways,,jrscharf,,0,@USAirways - just passed the 3 hour mark #onholdwith you for THIS call. Gave up after 2.5 this morning.,,2015-02-22 18:59:40 -0800,,Eastern Time (US & Canada) 569692835907129345,negative,1.0,Customer Service Issue,0.7129,US Airways,,acnewsguy,,0,"@USAirways What is with your lost & found. My wife lost her phone in Philly, & followed your web instructions to call an 800#. No answer.",,2015-02-22 18:58:51 -0800,"New Haven, CT",Mountain Time (US & Canada) 569692108367400960,neutral,1.0,,,US Airways,,JeffOlpin,,0,"@USAirways Can you help with a seat assignment? 5 people flight 694, PHX to HNL, seats are split up. Anything you can do will be great.",,2015-02-22 18:55:57 -0800,,Arizona 569691438784647168,neutral,1.0,,,US Airways,,EricYutzy,,0,@USAirways follow/dm please,,2015-02-22 18:53:18 -0800,,Indiana (East) 569690010531680256,negative,0.6609,Late Flight,0.34299999999999997,US Airways,,jrscharf,,0,@USAirways - have dinner reservations in a few minutes -- and I've been trying to get through to you since BREAKFAST. #onholdwith,,2015-02-22 18:47:37 -0800,,Eastern Time (US & Canada) 569689743061069824,negative,1.0,Customer Service Issue,0.6683,US Airways,,BrianWadeRoach,,0,"@USAirways CLT, please send more than one cust svc rep to your cust svc counter to assist a line out the door. http://t.co/v24QNp3DOi",,2015-02-22 18:46:33 -0800,"Celina, TX",Central Time (US & Canada) 569689324595376128,negative,1.0,Customer Service Issue,1.0,US Airways,,JayNix01,,0,@USAirways help! I've been on hold for almost two hours. Trying 2 get home.,,2015-02-22 18:44:53 -0800,"Washington, DC",Quito 569688335788036096,negative,1.0,Customer Service Issue,0.6546,US Airways,,jrscharf,,0,"@USAirways ""please call Late Flightr"" is not acceptable - but neither is being on hold for 5+ hrs #onholdwith",,2015-02-22 18:40:58 -0800,,Eastern Time (US & Canada) 569687410969321472,negative,1.0,longlines,1.0,US Airways,,G_Will_Eye_Am,,0,@USAirways been sitting at gate for over 25 min on us 728! What gives???,,2015-02-22 18:37:17 -0800,, 569687262444720128,negative,1.0,Customer Service Issue,1.0,US Airways,,jrscharf,,0,@USAirways - I wouldn't need to wait on hold for 6+ hours if your website worked correctly - please respond!,,2015-02-22 18:36:42 -0800,,Eastern Time (US & Canada) 569686624721707009,negative,1.0,Customer Service Issue,1.0,US Airways,,jrscharf,,0,"@USAirways - how do I get an answer to my question? Holding for hours , after 6x getting your message just said you aren't taking calls.",,2015-02-22 18:34:10 -0800,,Eastern Time (US & Canada) 569686602940858368,negative,1.0,Bad Flight,0.6596,US Airways,,ElmiraBudMan,,0,@USAirways why the hell did you overbook a plane when you knew people actually had seat assignments. #inept #uncaring #piss poorplanning,,2015-02-22 18:34:05 -0800,Does it really matter, 569686000240345090,negative,1.0,Flight Attendant Complaints,0.3491,US Airways,,jtbloom,,0,"@USAirways worst service at Reagan Int. I rarely post about a company or service, but I am so annoyed. Not weather reLate Flightd…incompetence.","[38.86411798, -77.0231684]",2015-02-22 18:31:41 -0800,,Eastern Time (US & Canada) 569685606202093570,negative,1.0,Customer Service Issue,1.0,US Airways,,jrscharf,,0,@USAirways - been on hold for more than 2.5 hours - this after not getting through after 2 hours on hold this morning with no answer - help!,,2015-02-22 18:30:07 -0800,,Eastern Time (US & Canada) 569685186495057920,negative,1.0,Customer Service Issue,1.0,US Airways,,KOstrowka,,0,@USAirways So far....my phone wait time is longer than @ABCNetwork's #Oscars coverage. #WhatCustomerService,,2015-02-22 18:28:27 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569684917145223170,negative,0.6596,Flight Booking Problems,0.3404,US Airways,,Peakway3,,0,"@USAirways Chairman Preferred with 518,758 lifetime miles. What is my US Air reward, no #firstclass upgrades on @AmericanAir as usual.",,2015-02-22 18:27:23 -0800,North Carolina, 569684686160719872,neutral,1.0,,,US Airways,,DontenPhoto,,0,@USAirways Flight 4424 operated by @FlyRepublicAir (N813MA) arrives at @FlyTPA following flight from Reagan National http://t.co/OSc9OFlol3,,2015-02-22 18:26:28 -0800,"Englewood, Florida",Eastern Time (US & Canada) 569684138304741377,negative,1.0,Late Flight,1.0,US Airways,,deantiggas,,0,@USAirways 45 minute delay for take off and 30 minute wait for checked bags? Really?,,2015-02-22 18:24:17 -0800,"Boston, MA", 569684101197910016,negative,1.0,Customer Service Issue,1.0,US Airways,,KOstrowka,,0,@USAirways I've been on hold for 90 minutes. This is terrible customer service. You messed up my reservation! http://t.co/oyLgeao7Y8,,2015-02-22 18:24:08 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569683278715883523,negative,1.0,Lost Luggage,1.0,US Airways,,NickyAmberJones,,1,@USAirways why won't you help me get my luggage back? I'm a teen trying to change the world in DC #Flight5182 #usairways,,2015-02-22 18:20:52 -0800,Earth,Eastern Time (US & Canada) 569683111404908544,negative,1.0,Lost Luggage,1.0,US Airways,,LanierHope,,0,@USAirways Southern Hospitality luggage delivery service from SAV is AWFUL. Great @ delivering empty promises but not luggage #8hrs&waiting,"[32.43487013, -80.64150369]",2015-02-22 18:20:12 -0800,Wherever US Air takes me...,Eastern Time (US & Canada) 569682877300023296,negative,1.0,Customer Service Issue,0.6374,US Airways,,RyanEthanBeard,,0,@USAirways 1st flight with U.S. Air Plane had mechanical issues. Wait 90 minutes for help from customer service. No help from management,,2015-02-22 18:19:16 -0800,, 569682751063924736,negative,1.0,Late Flight,0.3552,US Airways,,amist101,,0,"@USAirways flight missed due to mech issue. No food voucher, transported to different airport, no rental reimbursement 😡",,2015-02-22 18:18:46 -0800,, 569682545375354880,negative,1.0,Late Flight,0.6632,US Airways,,ElmiraBudMan,,0,@USAirways @PHLAirport we don't control your stupidity in not having room to have a plane come in. You better not mess with us now.,,2015-02-22 18:17:57 -0800,Does it really matter, 569682454757257216,negative,1.0,Can't Tell,1.0,US Airways,,smw04,,0,@USAirways Interesting you forward compliments but never complaints! World's worst airline #GoingForGreatnessFAIL,,2015-02-22 18:17:36 -0800,,Atlantic Time (Canada) 569682228269068288,negative,1.0,Late Flight,1.0,US Airways,,JeffGRogers,,0,"@USAirways - flights 4500 AND 403 delayed for ""crew availability?"" What gives? I'm getting to TPA 2.5 hrs past my scheduled arrival.",,2015-02-22 18:16:42 -0800,"Spring HIll, FL",Eastern Time (US & Canada) 569682194236641282,negative,1.0,Late Flight,1.0,US Airways,,mneese11,,0,"@USAirways how is it that the airport (DCA) and the airline mess up our flights, but also will not cover our hotel costs? At DCA for 5hrs...",,2015-02-22 18:16:33 -0800,Indianapolis, 569682192332234752,negative,1.0,longlines,0.6737,US Airways,,RyanEthanBeard,,0,@USAirways in line for 90 min after mechanical issues caused me to miss my flight. 1 rep for 20 upset people. http://t.co/XFWXsRwkHa,,2015-02-22 18:16:33 -0800,, 569682149277900800,positive,1.0,,,US Airways,,maxtheminidoxie,,0,@USAirways the entire flight crew on flight 738 from BOS to PHL is doing a wonderful job and making this experience not totally suck. 😊,,2015-02-22 18:16:23 -0800,Boston, 569680829481406464,negative,1.0,Customer Service Issue,1.0,US Airways,,Shak_Diezel,,0,@USAirways Can someone please answer my call. I have been waaaaaaiting!!!,,2015-02-22 18:11:08 -0800,,Eastern Time (US & Canada) 569680782622633984,negative,1.0,Lost Luggage,1.0,US Airways,,NickyAmberJones,,1,@USAirways is holding my luggage hostage from flight 5182,,2015-02-22 18:10:57 -0800,Earth,Eastern Time (US & Canada) 569679976053805056,positive,1.0,,,US Airways,,JonTechie,,0,"@USAirways @AmericanAir major issues getting out of Boston, but your crew has been exceptional. Let's see how things roll out in Philly.",,2015-02-22 18:07:45 -0800,USA,Mountain Time (US & Canada) 569679450750750720,negative,1.0,Customer Service Issue,0.6667,US Airways,,SmileyNthahood,,0,"I've been trying to set up my phone interview for days, and hoping the position won't be filled because the link doesn't work. @USAirways",,2015-02-22 18:05:39 -0800,,Pacific Time (US & Canada) 569678919307280384,neutral,1.0,,,US Airways,,elias02,,0,@USAirways do you have an email??,,2015-02-22 18:03:33 -0800,,Quito 569678632567881728,negative,1.0,Can't Tell,0.3515,US Airways,,Mark_Shires,,0,"@USAirways - had to call to find out I was re-booked tomorrow, why ask for my number an email for day of info",,2015-02-22 18:02:24 -0800,WITSEC League,Atlantic Time (Canada) 569678568692719616,negative,1.0,Customer Service Issue,0.6873,US Airways,,amist101,,0,"@USAirways US AIRWAYS DON'T CARE FOR CUSTOMERS. Worst experience today with US airways.. Myself, wife and toddler",,2015-02-22 18:02:09 -0800,, 569677827068579840,positive,1.0,,,US Airways,,johntrack,,0,@USAirways thanks to the whole team for an on-time flight despite inclement weather http://t.co/eQePkkPSXM,,2015-02-22 17:59:12 -0800,,Eastern Time (US & Canada) 569677776384598017,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,elias02,,0,"@USAirways your rude staff said"" I don't care that we are out of market place food you're going on vacation and I have to work"" nice huh",,2015-02-22 17:59:00 -0800,,Quito 569676612851134464,neutral,1.0,,,US Airways,,miscgal,,0,@USAirways what happens to frequent flyer miles earned once merger is complete with AA?,,2015-02-22 17:54:23 -0800,,Tehran 569676387113672704,negative,0.7047,Lost Luggage,0.7047,US Airways,,dooriesstories,,0,@USAirways got off stand by list and on earlier flight to DCA. What is the status of my checked bag? Was supposed to be on #4047 thanks,,2015-02-22 17:53:29 -0800,DC|LA,Eastern Time (US & Canada) 569673913892003840,negative,1.0,Late Flight,1.0,US Airways,,Geneva_Sands,,0,@USAirways why does this flight keep getting delayed Late Flightr and Late Flightr?,"[33.54774386, -86.75224256]",2015-02-22 17:43:39 -0800,"Washington, D.C. ",Eastern Time (US & Canada) 569673622505328640,neutral,0.6976,,0.0,US Airways,,ubanks,,0,@USAirways any idea when flight 703 to Miami will leave for a second time?,,2015-02-22 17:42:30 -0800,Philly Yo,Eastern Time (US & Canada) 569672763536842752,negative,0.6444,Customer Service Issue,0.6444,US Airways,,beoliu,,0,@USAirways I have contacted them but only got an automated response that won't give me the code.,,2015-02-22 17:39:05 -0800,"Tuscaloosa, Alabama",Central Time (US & Canada) 569672330261106688,neutral,0.6629,,0.0,US Airways,,MikeDobbinsPHX,,0,"@USAirways @GregWallace66 Yea, they will give you 5 cents on the dollar!","[0.0, 0.0]",2015-02-22 17:37:22 -0800,New River AZ,Arizona 569672234949742592,negative,0.667,Flight Attendant Complaints,0.3485,US Airways,,weezerandburnie,,0,@USAirways Really a letter that says you will discuss serving drunks more drinks that doesn't help the current situation,,2015-02-22 17:36:59 -0800,Belle MO, 569672202037170177,positive,1.0,,,US Airways,,Marcusluft,,0,"@USAirways great, thank you!",,2015-02-22 17:36:51 -0800,"Thunder Bay, ON, Canada",Eastern Time (US & Canada) 569671871634935809,negative,1.0,Bad Flight,0.3384,US Airways,,weezerandburnie,,0,@USAirways @AmericanAir so does that mean @AmericanAir that you might care about my sister be assaulted on one of your flights,,2015-02-22 17:35:32 -0800,Belle MO, 569671712830308352,negative,1.0,Customer Service Issue,1.0,US Airways,,thestustein,,0,@USAirways on top of that a dozen ppl missed connections and you have ONE person at customer service? Abysmal!,"[39.8749399, -75.2407937]",2015-02-22 17:34:54 -0800,New York,Eastern Time (US & Canada) 569671624921915392,positive,1.0,,,US Airways,,sleenieto,,0,@USAirways it's not often that an airline is so easy to work with. I needed to change my flight time and the attendants at MKE made my day!,,2015-02-22 17:34:34 -0800,Tampa,Eastern Time (US & Canada) 569671485930876928,negative,1.0,Customer Service Issue,0.3455,US Airways,,weezerandburnie,,0,@USAirways @AmericanAir how is it possible that someone is drunk they bring a wheelchair for them but you keep serving them,,2015-02-22 17:34:00 -0800,Belle MO, 569671413671591937,negative,1.0,Customer Service Issue,0.6667,US Airways,,thestustein,,0,"@USAirways your service at PHL is abysmal. An hour on the runway waiting for a gate, no information anywhere, missed my connection abysmal!","[39.8749366, -75.2407972]",2015-02-22 17:33:43 -0800,New York,Eastern Time (US & Canada) 569671332092252160,negative,1.0,Customer Service Issue,1.0,US Airways,,weezerandburnie,,0,@USAirways @AmericanAir worst customer service ever how can you let people be assaulted on your flights and do nothing about it,,2015-02-22 17:33:24 -0800,Belle MO, 569670882207129601,negative,1.0,Flight Attendant Complaints,0.6818,US Airways,,chiarapotenza,,0,@USAirways @AmericanAir Not providing pilots for your flights: is this a new feature of your merger? #efficencies,,2015-02-22 17:31:36 -0800,"Chicago, IL",Central Time (US & Canada) 569670708818780161,neutral,1.0,,,US Airways,,bsniz,,0,@USAirways do you know what flight the pilots for 1581 are coming in on? Thanks.,,2015-02-22 17:30:55 -0800,"Chicago, IL, USA",Eastern Time (US & Canada) 569669921258409985,negative,1.0,Customer Service Issue,1.0,US Airways,,weezerandburnie,,0,@USAirways so I guess you are ok with people being sexually assaulted on your flights nice customer service,,2015-02-22 17:27:47 -0800,Belle MO, 569669815205560320,negative,0.6566,Bad Flight,0.3333,US Airways,,Little_BeerGirl,,0,@USAirways PLEASE HELP need our plane to wait to go to #ELMIRA on Tarmac over an hr baggage took 45 and still not here thru customs,,2015-02-22 17:27:22 -0800,"ÜT: 42.076557,-76.770488",Eastern Time (US & Canada) 569669786810114048,negative,1.0,Bad Flight,0.6989,US Airways,,Mrodri0173,,0,@USAirways @AmericanAir USAIR #703 has returned to PHL due to issues with the fire detectors. What happens next?,,2015-02-22 17:27:15 -0800,"Miami Beach, Florida", 569669547210309632,negative,1.0,Customer Service Issue,0.3389,US Airways,,weezerandburnie,,0,"@USAirways ur specialist said they would talk to the stewardess about not serving drunks drinks, REALLY how does that help",,2015-02-22 17:26:18 -0800,Belle MO, 569668704524308480,negative,1.0,Late Flight,0.6854,US Airways,,packersri,,0,"@USAirways what is wrong in Boston? Why are only your plains not leaving tonight? Son needs to get back to state college, PA",,2015-02-22 17:22:57 -0800,"MA, NYC", 569668310637404163,negative,1.0,Customer Service Issue,1.0,US Airways,,snowcrash6666,,0,@USAirways over two hours on hold to talk to an agent..then it disconnects me. been trying for two days! Wtf! Hire some CSRs u make $ now,,2015-02-22 17:21:23 -0800,, 569668179758350336,negative,1.0,Late Flight,1.0,US Airways,,bsniz,,0,@USAirways so you don't have a pilot now for #clt ✈ #ord for at least another hour. Why on earth would you board the plane? Makes no sense!,,2015-02-22 17:20:52 -0800,"Chicago, IL, USA",Eastern Time (US & Canada) 569668051764969474,negative,1.0,Late Flight,0.6473,US Airways,,PeterPiatetsky,,0,@USAirways flight 2120. Please get us a flight plan already. How is this an issue in 21st century?,,2015-02-22 17:20:22 -0800,Nebraska,Eastern Time (US & Canada) 569666926294798338,negative,0.6869,Late Flight,0.6869,US Airways,,crescentmoon01,,0,"@USAirways #fail when the inbound flight arrives after the scheduled outbound departure, and still ""on time"" http://t.co/k0MHZrJF6e",,2015-02-22 17:15:53 -0800,"Alexandria, VA",Eastern Time (US & Canada) 569666826352898048,negative,1.0,Cancelled Flight,1.0,US Airways,,feizchristian,,0,@USAirways thanks for three Cancelled Flightled flight and making us go from raleigh to charlote to lexington to philly. istead of raleigh to philly,,2015-02-22 17:15:29 -0800,, 569666501504073728,negative,1.0,Late Flight,1.0,US Airways,,Mjacksonstl,,0,"@USAirways rant cont... To top it all off, rescheduled flight to TPA at 10:10 is already delayed. How can they be that bad?",,2015-02-22 17:14:12 -0800,stl, 569665202616020992,negative,1.0,Late Flight,1.0,US Airways,,DMAC8909,,0,@USAirways Can you advise on what's happening with departure delays from CLT?,,2015-02-22 17:09:02 -0800,, 569663875836219392,neutral,1.0,,,US Airways,,mrpearson3rd,,0,@USAirways Can you provide me with info about checking strollers and car seats? Costs? Restrictions? Need to bring 2 seats 1 stroller.,,2015-02-22 17:03:46 -0800,, 569663278298890241,negative,1.0,Late Flight,1.0,US Airways,,PeterPiatetsky,,0,@USAirways @AmericanAir. delay and mechanical issues on both my weekend flights. Ridiculous. Will tweet as long as we are delayed,,2015-02-22 17:01:24 -0800,Nebraska,Eastern Time (US & Canada) 569662906842750976,positive,1.0,,,US Airways,,RockHardGurl,,0,@USAirways Another great flight #FunFlightAttendants. Thanks for showing my dad wonderful customer service. #flt635 #LAX #PHX #SundayFunday,,2015-02-22 16:59:55 -0800,, 569662030984056834,negative,1.0,Late Flight,0.6837,US Airways,,thebrainlair,,0,@USAirways What is happening? Have been sitting in Philly for hours. Pls take care of Flight 759 to Chicago. At least least us know! #soLate Flight,,2015-02-22 16:56:26 -0800,Indiana,Eastern Time (US & Canada) 569661154638872576,negative,1.0,Late Flight,1.0,US Airways,,Little_BeerGirl,,0,@USAirways @PHLAirport can you pm me w answer if flt to 4278 is still on time. Been on ground over an hr w no gate. Need help. Pls,,2015-02-22 16:52:57 -0800,"ÜT: 42.076557,-76.770488",Eastern Time (US & Canada) 569661113593425920,negative,1.0,Bad Flight,0.3481,US Airways,,ElmiraBudMan,,0,@USAirways @PHLAirport how can a plane scheduled to come in on time and actually happen. Then you bozos don't have any room us. #incompetent,,2015-02-22 16:52:47 -0800,Does it really matter, 569660306298945537,negative,1.0,Can't Tell,1.0,US Airways,,ElmiraBudMan,,0,@USAirways @PHLAirport this is the reason I avoid @PHLAirport and @USAirways like the plague. Glad to see this merger is working well. #dumb,,2015-02-22 16:49:35 -0800,Does it really matter, 569659952681361408,negative,0.6858,Can't Tell,0.3666,US Airways,,jwhill12,,0,@USAirways @AmericanAir Any word on accommodations for the passengers on US 746 when they arrive in Charlotte? Lot of tired passengers here,,2015-02-22 16:48:11 -0800,Philadelphia, 569659646916440065,positive,1.0,,,US Airways,,BillyNealis,,0,"@USAirways @AmericanAir Thank you for a couple of easy, hassle free flights today, professional and friendly staff made everything easy!",,2015-02-22 16:46:58 -0800,,Quito 569659137581326336,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,ElmiraBudMan,,0,@USAirways hire smarter IT people if your systems keep crashing instead of some of the mooks you man some of these airports with. #goDelta,,2015-02-22 16:44:56 -0800,Does it really matter, 569659027073867777,negative,1.0,Late Flight,1.0,US Airways,,fhillyer,,0,@USAirways flight 614 keeps telling a few more mins to take off its been an hour. First time with you not the best #lies #brokenpromises,,2015-02-22 16:44:30 -0800,San Diego,Pacific Time (US & Canada) 569658553381883905,negative,1.0,Late Flight,0.6775,US Airways,,ElmiraBudMan,,1,@USAirways what is wrong with you guys and your inability to get planes in and out of Philly on time. Our pilot gave us a answer that was bs,,2015-02-22 16:42:37 -0800,Does it really matter, 569658168097292288,negative,1.0,Can't Tell,0.6315,US Airways,,ElmiraBudMan,,0,@USAirways you guys have to be the worst. We are flying into Philadelphia and have only two jetways available for an on time plane.#pisspoor,,2015-02-22 16:41:05 -0800,Does it really matter, 569657895522054145,neutral,0.6457,,0.0,US Airways,,KOstrowka,,0,@USAirways I have received two reservation check-ins for two different flights for my one flight tomorrow morning. Need assistance ASAP,,2015-02-22 16:40:00 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569657128866095104,negative,1.0,Lost Luggage,0.6583,US Airways,,olfazo,,0,@USAirways where's our luggage? Been waiting more than an hour! Flight 2118.,,2015-02-22 16:36:57 -0800,"New York, New York", 569656884262793216,neutral,0.657,,0.0,US Airways,,alexdfletcher,,0,@USAirways Cancelled Flightled the last part of a ticket and am confused from the email I received whether value remains. Is there someone I can ask?,,2015-02-22 16:35:59 -0800,,Eastern Time (US & Canada) 569656088817233921,negative,1.0,Can't Tell,0.6735,US Airways,,JK47theweapon,,1,@USAirways You suck in Philadelphia. Let us off this plane! #phl,,2015-02-22 16:32:49 -0800,Philly Area,Eastern Time (US & Canada) 569655603783708673,negative,1.0,Late Flight,1.0,US Airways,,PeterPiatetsky,,0,"@USAirways @AmericanAir pissing off thousands of East coast customers. When the delay is longer than the flight, you = fail",,2015-02-22 16:30:54 -0800,Nebraska,Eastern Time (US & Canada) 569655302871580673,neutral,1.0,,,US Airways,,Andyba25,,0,@USAirways please have your people hold flight 599 from Phoenix to San Jose. We pulling up to the gate! Scheduled to depart at 5:40,,2015-02-22 16:29:42 -0800,South, 569654471342600193,negative,1.0,Customer Service Issue,0.3543,US Airways,,shawnalea85,,0,@USAirways 2 hours and counting. ..what kind of travel voucher do I get for this??,,2015-02-22 16:26:24 -0800,, 569654319391354880,negative,1.0,Late Flight,0.6782,US Airways,,Mark_Shires,,0,"@USAirways we've been waiting at the gate for 2 hrs, why are we now waiting to stow the luggage?",,2015-02-22 16:25:48 -0800,WITSEC League,Atlantic Time (Canada) 569653977714962433,negative,1.0,Late Flight,1.0,US Airways,,LaChavalina,,0,"@USAirways That's 1h 10m waiting to get my bag, 1h40m of flight delays, plus the 2hrs of delay I had on the way out. Never flying you again.",,2015-02-22 16:24:26 -0800,"Pony Paradise, VA",Arizona 569653415317413888,negative,1.0,Customer Service Issue,0.6955,US Airways,,MosheStatman,,0,@USAirways #stuck in Florida with no flights... Service sucks here. #nofood #nodrinks #nohelp,,2015-02-22 16:22:12 -0800,,Atlantic Time (Canada) 569653219229630464,negative,1.0,Flight Attendant Complaints,0.3543,US Airways,,traxleris1,,0,"@USAirways - why can't the gate agent on flight #759 provide an update? Seriously, this is ridiculous how long people have been waiting",,2015-02-22 16:21:25 -0800,"Philly, Chicago, MSP, Vegas",Eastern Time (US & Canada) 569652631938985984,negative,1.0,Customer Service Issue,1.0,US Airways,,mjkelesh,,0,@USAirways your IVR hung up on me because of high call volume? I need help. Call me,,2015-02-22 16:19:05 -0800,O-H, 569652266006941698,negative,1.0,Late Flight,0.654,US Airways,,JoanEisenstodt,,0,"@USAirways A tweeted apology is not enough for delay fiasco. NONE for insult from gate agent is worse. Except for Mark N., all bad at CLT.",,2015-02-22 16:17:38 -0800,"Washington, DC",Eastern Time (US & Canada) 569651499422375936,neutral,0.3542,,0.0,US Airways,,Little_BeerGirl,,0,"@USAirways sorry, we are in Philly. Should've told you that.",,2015-02-22 16:14:35 -0800,"ÜT: 42.076557,-76.770488",Eastern Time (US & Canada) 569651459152859137,negative,1.0,Late Flight,0.6915,US Airways,,toddliveonfire,,0,@USAirways pilot for flight 729 didn't show until after departure ⌚️ & now there's a broken computer. Next time flying @United. #ALWAYSLate Flight,,2015-02-22 16:14:26 -0800,"H-Town Houston, Texas",Eastern Time (US & Canada) 569651165396373504,neutral,0.691,,0.0,US Airways,,tworstwots,,0,@USAirways pilot says that we are going to take off in 10 minutes. So maybe the systems came back online?,,2015-02-22 16:13:16 -0800,"San Francisco, CA",Eastern Time (US & Canada) 569651085348110336,negative,0.6614,longlines,0.337,US Airways,,Little_BeerGirl,,0,@USAirways it's flt 4827 to ELM - still no gate and still have to make it thru customs,,2015-02-22 16:12:57 -0800,"ÜT: 42.076557,-76.770488",Eastern Time (US & Canada) 569650819894652928,negative,1.0,Flight Booking Problems,0.6809,US Airways,,CarloMJ1,,0,@USAirways @AmericanAir According to your costumer support your website is holding my money hostage and you cant do anything about it..,,2015-02-22 16:11:53 -0800,, 569650751598944256,negative,1.0,longlines,0.659,US Airways,,Little_BeerGirl,,0,"@USAirways any way to tell our gate we are going? Stuck on tarmack, int'l flt FLT 878 going to ELM Gate F6",,2015-02-22 16:11:37 -0800,"ÜT: 42.076557,-76.770488",Eastern Time (US & Canada) 569650547562811393,negative,1.0,Cancelled Flight,0.6211,US Airways,,WritelySoul,,0,"@USAirways sucks. Delayed my mom's flight 2X, Cancelled Flightled it, delayed her flight again today,all for mech. issues.She had 2 sleep in airport!",,2015-02-22 16:10:48 -0800,"Boston, MA", 569649975342333952,negative,0.6701,Cancelled Flight,0.6701,US Airways,,KeithFGorman,,0,@USAirways when your routing system goes down which grounds all your long haul flights you should think about a #failover plan,,2015-02-22 16:08:32 -0800,,Eastern Time (US & Canada) 569649590632374273,negative,0.652,Cancelled Flight,0.652,US Airways,,dixonbryce,,0,@USAirways @Truthh4 they didn't give you the wifi password? Smh,,2015-02-22 16:07:00 -0800,united states georgia, 569649433635368961,negative,1.0,Late Flight,0.3689,US Airways,,Mwoodshop,,0,@USAirways @AmericanAir Sitting at the gate on Flight 719 for an hour due to computers being down. What backup plan is in place for this??,,2015-02-22 16:06:23 -0800,Jerz,Eastern Time (US & Canada) 569649297731399682,negative,1.0,Cancelled Flight,1.0,US Airways,,Spencerklein,,0,@USAirways ...was Cancelled Flightled and now I need to locate my baggage,,2015-02-22 16:05:50 -0800,,Eastern Time (US & Canada) 569649203753791488,negative,1.0,Lost Luggage,1.0,US Airways,,Spencerklein,,0,@USAirways I need help locating my bag. I arrived in Denver last night at midnight from charlotte but my 8am flight to Hayden/steamboat,,2015-02-22 16:05:28 -0800,,Eastern Time (US & Canada) 569649125525983233,neutral,0.7128,,0.0,US Airways,,BrettPatrick_,,0,@USAirways #555PHLtoSLC this is happening now.,,2015-02-22 16:05:09 -0800,Philadelphia,Eastern Time (US & Canada) 569648671870099456,negative,1.0,Bad Flight,0.341,US Airways,,_Leycar,,0,@USAirways what is going on with the computers? Why is my flight grounded? Why does your airline suck so much? #UnansweredQuestions,,2015-02-22 16:03:21 -0800,,Eastern Time (US & Canada) 569648534569361408,negative,1.0,Late Flight,1.0,US Airways,,joekamal48,,0,@USAirways @AmericanAir 2hrs Late Flightr finally taking off😂😂😂,,2015-02-22 16:02:48 -0800,, 569647597666889728,negative,1.0,Late Flight,0.6565,US Airways,,shawnalea85,,0,"@USAirways holding your passengers hostage during your computer crash is not customer friendly, let us off the plane or get us moving",,2015-02-22 15:59:05 -0800,, 569647318535786496,negative,0.7090000000000001,Customer Service Issue,0.7090000000000001,US Airways,,tank_martell,,0,@USAirways been on hold for over and hour now.,,2015-02-22 15:57:58 -0800,"Beaufort, SC",Eastern Time (US & Canada) 569647082870415361,negative,0.6735,Cancelled Flight,0.3469,US Airways,,tworstwots,,0,@USAirways pilot tells me that all @AmericanAir and US Airways flights across the country have stopped due to a computer system failure.,,2015-02-22 15:57:02 -0800,"San Francisco, CA",Eastern Time (US & Canada) 569646886610702337,negative,1.0,Lost Luggage,0.3487,US Airways,,LaChavalina,,0,@USAirways Flt 4609 landed over half an hour ago. Not a single bag yet on the baggage claim. Hate you so much right now.,,2015-02-22 15:56:15 -0800,"Pony Paradise, VA",Arizona 569646309159927808,negative,1.0,Customer Service Issue,1.0,US Airways,,bconners,,0,@USAirways @AmericanAir will one of you please answer the phone?,,2015-02-22 15:53:58 -0800,"Chicago, IL",Central Time (US & Canada) 569646045656948737,negative,0.7007,Late Flight,0.7007,US Airways,,DaniLew_1,,0,@USAirways no word on delay reasons @LGB but Twitter is aflame with flight tracking computer crash. Rumors. True or Not?,,2015-02-22 15:52:55 -0800,"Virginia, USA",Eastern Time (US & Canada) 569645836109418496,negative,1.0,longlines,0.3478,US Airways,,AllisonTonkin,,0,"@USAirways stuck at the gate in Charlotte, NC waiting for ""release papers"" and a fix for a broken computer system.",,2015-02-22 15:52:05 -0800,, 569645701291843584,negative,1.0,Late Flight,0.3487,US Airways,,Mwoodshop,,0,@USAirways Sitting at the gate on Flight 719 for an hour due to Sabre being down. What backup plan is in place if Sabre cannot be fixed?,,2015-02-22 15:51:33 -0800,Jerz,Eastern Time (US & Canada) 569644766779936768,negative,1.0,Late Flight,0.6563,US Airways,,dailydebs,,0,@USAirways not Cancelled Flightling #837 because you don't want to put us in a hotel for night is our guess,,2015-02-22 15:47:50 -0800,Indiana!, 569644694759714816,neutral,1.0,,,US Airways,,mattsmith1868,,0,@USAirways can I get a beer please. Flight #1715,,2015-02-22 15:47:33 -0800,SC, 569644249337110528,negative,1.0,Late Flight,0.6987,US Airways,,dailydebs,,0,@USAirways really? 8 hr delay in Virgin Island and not even a food voucher.,,2015-02-22 15:45:47 -0800,Indiana!, 569643648910028801,negative,1.0,Customer Service Issue,1.0,US Airways,,runfixsteve,,0,@usairways the. Worst. Ever. #dca #customerservice,,2015-02-22 15:43:24 -0800,"St. Augustine, Florida", 569642526065471488,negative,1.0,Customer Service Issue,0.3482,US Airways,,MadameMoodle,,0,@USAirways 2nd February in a row- stranded us when we try to return from Cancun! No contact info- no way to rebook! #badcustomerservice,"[21.15192481, -86.82441431]",2015-02-22 15:38:56 -0800,"Sacramento, CA 95864",Pacific Time (US & Canada) 569642419307864064,negative,1.0,Late Flight,0.6633,US Airways,,terenceryan,,0,@USAirways printer problems causing us to sit on the runway for 45 mins. Get it together.,,2015-02-22 15:38:30 -0800,"West Chester, Pa", 569641916855402496,negative,1.0,Late Flight,1.0,US Airways,,KDougherty2012,,0,@USAirways nothing like back to back delayed flights let hope this one isn't 12 hours like the last time.,,2015-02-22 15:36:31 -0800,,Quito 569641343254970368,negative,1.0,Lost Luggage,0.6989,US Airways,,jenw714,,0,@USAirways can you please help me find my luggage since you're the one who lost it? Your customer service SUCKS.,,2015-02-22 15:34:14 -0800,Atl,Central Time (US & Canada) 569640733466103808,negative,0.6403,longlines,0.6403,US Airways,,DPodgorny,,0,@USAirways What is happening at Reagan Airport DCA? Long lines and four people working checkIn! #unhappy #DCA,,2015-02-22 15:31:48 -0800,,Quito 569640574971715584,negative,1.0,Damaged Luggage,1.0,US Airways,,Sama53,,0,"@USAirways @AuroraBIZ check your bag, @PHLAirport bag handlers broke into my suitcase and stole my camera, bag was returned in a trash bag",,2015-02-22 15:31:11 -0800,,Eastern Time (US & Canada) 569639784819372032,negative,0.6445,Customer Service Issue,0.6445,US Airways,,runfixsteve,,0,@usairways hopefully your crappy service improves as u become @americanairlines #angryairtravel #winterstorm,,2015-02-22 15:28:02 -0800,"St. Augustine, Florida", 569639305016152066,negative,1.0,longlines,0.6831,US Airways,,runfixsteve,,0,@usairways 2 people working the counter at #dca? Massive lines. Poorly played. #winterstorm,,2015-02-22 15:26:08 -0800,"St. Augustine, Florida", 569638835539349504,neutral,1.0,,,US Airways,,mattsmith1868,,0,@USAirways what's going on in CLT?,,2015-02-22 15:24:16 -0800,SC, 569638678194040832,negative,0.6721,Lost Luggage,0.6721,US Airways,,jeffpash,,0,@USAirways @USAirwaysCenter My lost bag lands in Hartford at 639p tonight. Will it be delivered to Danbury CT tonight?,,2015-02-22 15:23:38 -0800,San Francisco,Pacific Time (US & Canada) 569638479157723136,neutral,0.6682,,0.0,US Airways,,georgetietjen,,0,@USAirways So any ideas when the IT Geeks will plug in the servers so 639 can be on its way to PHX?,,2015-02-22 15:22:51 -0800,, 569638381375909889,negative,1.0,Can't Tell,0.6635,US Airways,,aj1powers,,1,@USAirways who do I contact about my awful experience I had 2/15/15 with @USAirways Flight 713 BUF-CLT?,,2015-02-22 15:22:28 -0800,,Eastern Time (US & Canada) 569637822929317890,negative,0.6948,Customer Service Issue,0.3522,US Airways,,joekamal48,,0,@USAirways @AmericanAir nvm my bad it's been an hour and a half #thanks,,2015-02-22 15:20:15 -0800,, 569635479383085056,negative,1.0,Late Flight,0.6559,US Airways,,elias02,,0,@USAirways after a crappy flight due to delays and rude staff members I'm happy to report after paying $25 to check my luggage it's ruined,,2015-02-22 15:10:56 -0800,,Quito 569635391965405184,negative,1.0,Can't Tell,0.6768,US Airways,,OwlBeEmmCee,,0,@USAirways always letting me down. 👊,,2015-02-22 15:10:35 -0800,"Charlotte, NorCack",Eastern Time (US & Canada) 569634364780351488,positive,1.0,,,US Airways,,nanceebing,,0,@USAirways please keep Emily at you gso airport ticketing on staff she is amazing,,2015-02-22 15:06:30 -0800,south beach/ LA / NC,Eastern Time (US & Canada) 569633357451153408,negative,1.0,Flight Booking Problems,0.6759999999999999,US Airways,,thpx,,0,"@usairways I don't understand why I can't get my missing miles? I was on the flight, it was in my Dividend Miles Account… #help",,2015-02-22 15:02:30 -0800,"Bavaria, Germany",Berlin 569633323997212672,negative,1.0,Late Flight,0.6202,US Airways,,ardakuyumcu,,2,"@USAirways can't seem to find the pilots for our 6pm flight, never seen anything like it before #drunkpilots http://t.co/Zira2z3UDc",,2015-02-22 15:02:22 -0800,,Eastern Time (US & Canada) 569633287204773888,negative,1.0,Late Flight,0.6812,US Airways,,dailydebs,,0,@USAirways really? No meal vouchers for a 7 hour flight delay out of Virgin Islands...,,2015-02-22 15:02:13 -0800,Indiana!, 569633285288157184,negative,1.0,Customer Service Issue,0.6495,US Airways,,sebastian_mcfox,,0,@USAirways but the automated message says the line is too busy to join the queue! #stuckintheloop,,2015-02-22 15:02:13 -0800,, 569633099174322177,negative,0.6563,Customer Service Issue,0.6563,US Airways,,thpx,,0,"@usairways HI again! How you suggested I contacted u via phone, sent a mail with the original ticket & the result: http://t.co/214i0RTIH4",,2015-02-22 15:01:28 -0800,"Bavaria, Germany",Berlin 569632828478136320,negative,1.0,Can't Tell,0.385,US Airways,,dlancaster243,,0,"@USAirways stuck on the ramp at DCA, US Air computer system crashed...everywhere.",,2015-02-22 15:00:24 -0800,, 569632685318115329,negative,1.0,Bad Flight,0.6966,US Airways,,Bnuuug,,0,@USAirways #flight2031 the flight to Hell,,2015-02-22 14:59:50 -0800,,Eastern Time (US & Canada) 569632379326869504,negative,1.0,Customer Service Issue,1.0,US Airways,,amischke,,0,"@USAirways Gave up after more than 2 hours on hold. Still need that receipt; last time it was promised, it never arrived. Help?!",,2015-02-22 14:58:37 -0800,Boston area,Eastern Time (US & Canada) 569632283046469634,negative,0.701,Lost Luggage,0.701,US Airways,,tiffsaulnier,,0,@USAirways @AmericanAir just be prepared for a claim if that bag is lost ... Too many valuables to carry in my hands. #us2146 to #aa2924,,2015-02-22 14:58:14 -0800,Citizen of the World, 569630712233627648,negative,1.0,Late Flight,0.6718,US Airways,,mmislankar87,,1,"@USAirways told me I deserved to be delayed because I booked the last flight and then I hear ""the only inconvience is missing your flight""",,2015-02-22 14:51:59 -0800,, 569630148468670464,neutral,1.0,,,US Airways,,ArrestlessMind,,0,@USAirways Any update on the computer outtage affecting flights? Is this national or just Northeast? ETA on resolution?,,2015-02-22 14:49:45 -0800,"Atascadero, CA",Eastern Time (US & Canada) 569629882323496961,negative,1.0,Bad Flight,1.0,US Airways,,Bnuuug,,0,"@USAirways flight 2031, worst experience we've ever had on a flight. Regretting opening their air miles card #hotterandlongerthanhell",,2015-02-22 14:48:41 -0800,,Eastern Time (US & Canada) 569629631814508544,negative,1.0,Flight Booking Problems,0.6667,US Airways,,beoliu,,0,@USAirways hello! I never received a confirmation code for my flights (though they are confirmed--so says the automated reply). Any ideas?,,2015-02-22 14:47:42 -0800,"Tuscaloosa, Alabama",Central Time (US & Canada) 569629346777968640,negative,1.0,Customer Service Issue,0.6491,US Airways,,blumeanbb,,0,@USAirways 5 hours on the phone waiting for a call back to find my luggage #shameonyou,,2015-02-22 14:46:34 -0800,, 569628521666117632,negative,1.0,longlines,0.6559999999999999,US Airways,,EggZackLeeMe,,0,@USAirways ... What's going on at @PHLAirport ?! I've been sitting at the gate for 45minutes.,"[39.8749922, -75.24017448]",2015-02-22 14:43:17 -0800,"West Chester, PA",Eastern Time (US & Canada) 569628242044428288,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,LeahWoomer,,0,@USAirways 799 from AMS to PHL today- 3 of 4 flight attendants were downright rude and hostile and made the 8+ hour flight even worse.,"[39.87455718, -75.24082121]",2015-02-22 14:42:10 -0800,, 569628145030004736,negative,1.0,Cancelled Flight,0.3606,US Airways,,jph_sc,,0,@USAirways why the hell will you not put us in a hotel when you've stranded us. Your message says mechanical issues not weather. #usairways,,2015-02-22 14:41:47 -0800,"Charleston, SC",Eastern Time (US & Canada) 569627574336421888,neutral,1.0,,,US Airways,,Marcusluft,,0,@USAirways my wife left her phone on flight AWE474 on Friday February 20th upon landing in Minneapolis. How can we get it back? Thanks!,,2015-02-22 14:39:31 -0800,"Thunder Bay, ON, Canada",Eastern Time (US & Canada) 569627477200535552,negative,0.6459999999999999,Customer Service Issue,0.3326,US Airways,,ccmleblanc,,0,@USAirways what's the deal with the flight computer network?,,2015-02-22 14:39:08 -0800,, 569627346166284288,negative,0.6462,Customer Service Issue,0.3346,US Airways,,MattressCC,,0,@USAirways does anyone actually work at the dividend miles department? http://t.co/BgtJFmnEOT,,2015-02-22 14:38:37 -0800,,Central Time (US & Canada) 569627079458865153,negative,0.6294,Cancelled Flight,0.6294,US Airways,,HollyHMullin,,0,@USAirways No flights out of Philly because of system wide tech issue. @CBSPhilly,,2015-02-22 14:37:33 -0800,,Eastern Time (US & Canada) 569627069463842816,negative,1.0,Bad Flight,0.6512,US Airways,,PamelaSedmak,,0,@USAirways Huge system problems at DCA.Manual check in; flight boarded but sitting at gate due to system issues. Frustrated Chairman member,,2015-02-22 14:37:31 -0800,Sunny mountains of Arizona,Central Time (US & Canada) 569626882053787649,negative,1.0,Cancelled Flight,1.0,US Airways,,servicejunkie19,,0,"@USAirways epic fail @ CLT ystrdy w/Cancelled Flightled flights. No staff, no communication & no refund for unused portion of tix. Keep it classy guys",,2015-02-22 14:36:46 -0800,, 569626841046224896,negative,1.0,Customer Service Issue,0.66,US Airways,,Ariella_Lexi,,0,@USAirways i have been tryng to rsrv a flight over the phone over the past 4 days and keep getting an automated message to call back?!?!?!,,2015-02-22 14:36:36 -0800,Elmwood Park ,Central Time (US & Canada) 569626683139104768,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,FrancescaJo_,,0,@USAirways @AmericanAir Just got off Int. Flight #799. Your Intentionally rude staff made for a horrible 8hr+ flight on an unsuitable plane.,,2015-02-22 14:35:59 -0800,"Phoenix, AZ", 569625848334000128,negative,1.0,Late Flight,1.0,US Airways,,greatloop,,0,@USAirways on plane from BOS to CLT for 60 mins. Still at gate. Crew says system-wide computers preventing paperwork. Any info you can give?,"[42.36184505, -71.02219492]",2015-02-22 14:32:40 -0800,The Great Loop,Eastern Time (US & Canada) 569625599570014209,negative,0.6917,Late Flight,0.6917,US Airways,,JesseMendelson,,0,@USAirways will you hold #475 today for connecting passengers coming from delayed flights?,,2015-02-22 14:31:40 -0800,Washington DC,Quito 569625053916061696,positive,1.0,,,US Airways,,sleenieto,,1,@USAirways provided the best service for me today! Thank you so much :),,2015-02-22 14:29:30 -0800,Tampa,Eastern Time (US & Canada) 569625014179377152,negative,1.0,Late Flight,0.6903,US Airways,,rossj987,,0,@USAirways Can you guys please give an update? Been sitting on Tarmac on flight 601 yet the website still says it's on time?,,2015-02-22 14:29:21 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569624406437306370,negative,1.0,Cancelled Flight,0.6659,US Airways,,peacheslt4,,0,@USAirways - flight was Cancelled Flightled to Buf today. Waited in line for 2+ hrs & cus service was rude. No flight until Tues. Need to get to ROC.,,2015-02-22 14:26:56 -0800,, 569624021605740545,negative,1.0,Customer Service Issue,1.0,US Airways,,MityaFerenetz,,1,@USAirways Seriously? I should keep trying after seven hours. That is your corporate policy? #usairwaysfail,,2015-02-22 14:25:24 -0800,,Atlantic Time (Canada) 569624009354170369,negative,1.0,Can't Tell,0.6443,US Airways,,dave_cavan,,0,"@USAirways his name is Rett Cavan, he has a gofundme page, and is going to take his last breath tonight. This airline only cares about money","[43.19825137, -70.87335749]",2015-02-22 14:25:21 -0800,"Livonia, MI", 569623606684209154,negative,0.6653,Cancelled Flight,0.3451,US Airways,,dave_cavan,,0,@USAirways that you would let us just switch to a different set of flights so we could spend time with the family after he passes away...,"[43.19830037, -70.87348793]",2015-02-22 14:23:45 -0800,"Livonia, MI", 569623415767871489,negative,1.0,Customer Service Issue,1.0,US Airways,,dave_cavan,,0,@USAirways he is 8 months old and is suffering from a rare form of cancer. Your customer service agents had no compassion and I am disgusted,"[43.19824341, -70.8733423]",2015-02-22 14:23:00 -0800,"Livonia, MI", 569623396729917440,negative,1.0,Flight Attendant Complaints,0.6791,US Airways,,brianmka,,0,"@USAirways Best part was hearing the attendant give a voucher to person next to me for hotel at BGR. Then my guy saying ""we don't do that""",,2015-02-22 14:22:55 -0800,"Washington, D.C.",Central Time (US & Canada) 569623359304003584,negative,1.0,Customer Service Issue,0.6517,US Airways,,Dwight_Paulson,,0,@USAirways horrible cust service exp at DIA today. Wife waited 3 hrs on the plane b/f flight 695 was Cancelled Flightled. Still waiting for bags.,,2015-02-22 14:22:46 -0800,, 569623211324735488,negative,1.0,Customer Service Issue,0.6939,US Airways,,MattressCC,,0,@USAirways is really good at deferring responsibility.,,2015-02-22 14:22:11 -0800,,Central Time (US & Canada) 569623190730887168,negative,1.0,Can't Tell,0.6186,US Airways,,dave_cavan,,0,@USAirways thank you so much for asking us to pay $700 to switch to a different flight so I could spend more time with my dying nephew.,"[43.19872113, -70.87307422]",2015-02-22 14:22:06 -0800,"Livonia, MI", 569623164105433088,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,Gregm528,,0,"@USAirways @AmericanAir @GMA could not have had a worse airline experience. Rude, unhelpful, got yelled at😳. @JetBlue need your help",,2015-02-22 14:22:00 -0800,NY,Eastern Time (US & Canada) 569623156337586177,negative,1.0,Lost Luggage,1.0,US Airways,,Brendanhwalters,,0,"@USAirways please help! No bags, no way to get through to customer service since 8AM this morning! Help!!",,2015-02-22 14:21:58 -0800,NYC, 569622857120137216,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,TheLoveBite,,0,@USAirways I do but the real ? Is why your staff can behave offensively. Flight 699. Please look into it. Message me if you want particulars,,2015-02-22 14:20:46 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569621714046455808,neutral,0.6307,,,US Airways,,Sam_Kaplan,,0,@USAirways glad people can put their coats in the storage area though. It would be super unfortunate to leave those on the floor,,2015-02-22 14:16:14 -0800,,Central Time (US & Canada) 569621698905022464,negative,1.0,Late Flight,0.6939,US Airways,,PhilHagen,,0,@usairways @AmericanAir LAX connect from term 6 to term 4. 55min layover due to delay. US755-AA2595. Is this realistic? Can 2595 be held?,,2015-02-22 14:16:10 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569621548446957568,neutral,0.6742,,0.0,US Airways,,brianmka,,0,@USAirways But good luck getting there! Not cool.,,2015-02-22 14:15:34 -0800,"Washington, D.C.",Central Time (US & Canada) 569621412325023744,negative,1.0,Customer Service Issue,0.6889,US Airways,,OutsideHitter84,,0,@USAirways I left an item on plane BOS-PHL on Friday. I've called PHL US Airways # & left 6 msgs. No return call what to do at this point.,,2015-02-22 14:15:02 -0800,, 569621365634015232,negative,1.0,Cancelled Flight,1.0,US Airways,,brianmka,,0,@USAirways What a great way to kick someone when they are down. Cancelled Flight a noon flight and rebook me on one two hours south from here tomorrow,,2015-02-22 14:14:51 -0800,"Washington, D.C.",Central Time (US & Canada) 569621238152368128,negative,1.0,Flight Attendant Complaints,0.677,US Airways,,Sam_Kaplan,,0,@USAirways thanks for making me check my bag when the space was empty and to the flight attendant for the dirty look http://t.co/9rx5HOmM25,,2015-02-22 14:14:20 -0800,,Central Time (US & Canada) 569621210746789888,negative,0.6737,Late Flight,0.3368,US Airways,,rossj987,,0,@USAirways so apparently all of your computers crashed at BWI? Any update on when flights will be moving?,,2015-02-22 14:14:14 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569620355783925760,negative,1.0,Lost Luggage,1.0,US Airways,,CatieKriewald,,0,@USAirways made it to the Bahamas for work but my luggage didn't. I know #travel happens but is there anyway I can get more help/info?,,2015-02-22 14:10:50 -0800,"Stillwater, MN",Central Time (US & Canada) 569619861879590912,negative,1.0,Late Flight,0.6745,US Airways,,CMocz,,0,"@USAirways 24 hrs Late Flightr still not home. Hotel, rental car etc with a 5 yr old, what happened to ""customer service is our first priority""",,2015-02-22 14:08:52 -0800,, 569619668060807169,neutral,1.0,,,US Airways,,VictorJDH,,0,"@USAirways I saw online you had fee but I was wondering if there was a way to pay for it ahead of time, instead of at the kiosk",,2015-02-22 14:08:06 -0800,East Lansing,Eastern Time (US & Canada) 569619075246235648,negative,1.0,Cancelled Flight,1.0,US Airways,,TheConnorCough,,0,"@USAirways Cancelled Flights my flight to NY 3 times, then once I make it here they decided for S&Gs they'll Cancelled Flight my return flight too. Thanks.","[42.74561865, -73.80942844]",2015-02-22 14:05:45 -0800,"G-Town, Geneva NY",Central Time (US & Canada) 569618838767181825,neutral,0.65,,0.0,US Airways,,LaceyDGarland,,2,@USAirways Y'all need to get it together,"[35.87642273, -78.79274566]",2015-02-22 14:04:48 -0800,"Goldsboro, NC",Eastern Time (US & Canada) 569618750946873344,negative,1.0,Customer Service Issue,1.0,US Airways,,amischke,,0,@USAirways On hold for >70 mins on my 3rd attempt just to get a receipt showing change fees for an upcoming flight. Please help!,,2015-02-22 14:04:27 -0800,Boston area,Eastern Time (US & Canada) 569618538924789760,negative,1.0,longlines,0.6624,US Airways,,LaceyDGarland,,0,@USAirways Everyone on Flight 669 from LAX to RDU enjoyed waiting an hour & a half in baggage claim for their bags just now,"[35.87648539, -78.79266577]",2015-02-22 14:03:37 -0800,"Goldsboro, NC",Eastern Time (US & Canada) 569617777075625986,neutral,0.6695,,0.0,US Airways,,WarrickHoward,,0,@USAirways No I need the corporate office number please as that is who is dealing with this for me. It's a 480 number.,,2015-02-22 14:00:35 -0800,,London 569617704644165632,negative,0.6854,Late Flight,0.6854,US Airways,,chrismillersfca,,0,@USAirways CSTSVC in PHL honors UR system over my reality. No RCD of change in HPN. Now extra hours in PHL or $75 to get to CLE.,,2015-02-22 14:00:18 -0800,San Francisco, 569617332907212800,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,TheLoveBite,,0,@USAirways #usairways Raleigh NC; baggage carousel staff were aggressive towards people waiting 1 1/2 hrs for bags. Flight 699,,2015-02-22 13:58:49 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569616551239917569,neutral,0.6374,,,US Airways,,Geneva_Sands,,0,"@USAirways if my flight, 4035, is delayed, what time do I have to arrive at BHM?","[33.50528024, -86.81047219]",2015-02-22 13:55:43 -0800,"Washington, D.C. ",Eastern Time (US & Canada) 569614672061575168,negative,1.0,Flight Booking Problems,0.3635,US Airways,,OBwankenobi,,0,@USAirways on hold for 2+ hours.. Can I book using a Take Flight voucher online??,,2015-02-22 13:48:15 -0800,,Quito 569614422496444417,negative,1.0,Lost Luggage,1.0,US Airways,,09202010,,0,@USAirways when do we get our baggages? @usaireays 699 LA to RDU http://t.co/vU5lBZXtRX,,2015-02-22 13:47:15 -0800,,Mountain Time (US & Canada) 569614361574158336,negative,1.0,Customer Service Issue,1.0,US Airways,,_Leycar,,0,@USAirways has the WORST customer service and their flights are always delayed,,2015-02-22 13:47:01 -0800,,Eastern Time (US & Canada) 569613897516380160,negative,1.0,Customer Service Issue,1.0,US Airways,,jakejrssherry,,0,@USAirways if you are going to make me wait in the phone for a long time can you at least turn off the ads they are eating away at my soul,,2015-02-22 13:45:10 -0800,,Atlantic Time (Canada) 569612804350717953,positive,1.0,,,US Airways,,dctimes2,,0,"@USAirways despite mechanical issues and many delays followed by a Cancelled Flightlation, still getting to Vegas thanks to great gate agents!",,2015-02-22 13:40:50 -0800,,Eastern Time (US & Canada) 569612379811676161,negative,1.0,Customer Service Issue,0.3441,US Airways,,09202010,,0,@USAirways US Airlines 699 LA to RDU is holding onto baggages for an hour already and everyone is still waiting!?,,2015-02-22 13:39:08 -0800,,Mountain Time (US & Canada) 569611341394264064,negative,1.0,Can't Tell,1.0,US Airways,,PandooYaar,,0,@USAirways we've now learned to never fly with u again. You've lost 16 customers from our group + the hundreds more from our company,,2015-02-22 13:35:01 -0800,Philly,Eastern Time (US & Canada) 569610893052518400,negative,1.0,Customer Service Issue,0.7055,US Airways,,AuroraBIZ,,0,@USAirways spoke with your reps in NH and PA. Very poor communications. Bags still sitting in Philly. TRAIN YOUR STAFF,,2015-02-22 13:33:14 -0800,"Boston, MA",Eastern Time (US & Canada) 569610759795314688,negative,1.0,Customer Service Issue,1.0,US Airways,,PandooYaar,,0,@USAirways thanks for the worst customer service on the face of the earth. I loved the 5+ hrs on hold along w 2 Cancelled Flightled flights,,2015-02-22 13:32:42 -0800,Philly,Eastern Time (US & Canada) 569610542723309568,negative,1.0,Flight Booking Problems,0.6768,US Airways,,FvGrecia,,0,@USAirways I tried reaching out to you guys I'm running out time and patience I just want my flight to be honor and I want a confirmation!,,2015-02-22 13:31:50 -0800,, 569609828831780865,neutral,1.0,,,US Airways,,AbbieBjugstad,,0,@USAirways Do you have Bereavement discount on airfare as my grandfather just passed and need to attend his funeral this week.,,2015-02-22 13:29:00 -0800,, 569609621834301440,negative,1.0,Late Flight,0.35600000000000004,US Airways,,rsnewman_nyc,,0,@USAirways and after six hours even the gate agent got fed up and left us all on line in front of an empty desk. Stay classy US Air.,,2015-02-22 13:28:11 -0800,, 569608831816351745,negative,1.0,Can't Tell,0.607,US Airways,,MRTWT8,,0,@USAirways how do you lose a pilot????,,2015-02-22 13:25:02 -0800,"Bonaire, GA",Eastern Time (US & Canada) 569608141689753600,negative,1.0,Customer Service Issue,1.0,US Airways,,jakejrssherry,,0,@USAirways the ads on your phone systems when waiting for a rep is the most annoying thing ever especially when waiting for over 10 mins...,,2015-02-22 13:22:18 -0800,,Atlantic Time (Canada) 569607757784952832,negative,1.0,Late Flight,1.0,US Airways,,jph_sc,,0,@USAirways @AmericanAir we are missing our connection due to delay out of LAS. What are we supposed to do now?,,2015-02-22 13:20:46 -0800,"Charleston, SC",Eastern Time (US & Canada) 569607719713288192,negative,1.0,Customer Service Issue,0.3541,US Airways,,rsnewman_nyc,,0,@USAirways #695 might have been Cancelled Flighted? mechanical issue. 6 hours Late Flightr 100 people still waiting and Zero information. Please send help.,,2015-02-22 13:20:37 -0800,, 569607287867883520,negative,1.0,Customer Service Issue,0.6771,US Airways,,MityaFerenetz,,0,"@USAirways 6 hours, no agent. Should I keep waiting?",,2015-02-22 13:18:54 -0800,,Atlantic Time (Canada) 569606281998299137,negative,1.0,Lost Luggage,0.6436,US Airways,,TheLoveBite,,0,@USAirways how hard is it to unload bags in order of arrival? 45 mins and counting for flight 699,,2015-02-22 13:14:55 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569605710314668035,negative,1.0,Customer Service Issue,1.0,US Airways,,vasisht,,0,"@USAirways is it policy to tell customers ""We can't help you?"" I'm sorry but this is unacceptable",,2015-02-22 13:12:38 -0800,A galaxy far far away,Eastern Time (US & Canada) 569605690471288832,negative,1.0,Late Flight,1.0,US Airways,,RobVyvey,,0,@USAirways thank you for correctly interpreting my last tweet as non sarcastic and delaying my flight again. YYZ Terminal 3 dance party?,,2015-02-22 13:12:34 -0800,Kingston ontario Canada,Eastern Time (US & Canada) 569605604416888832,negative,0.6559,Customer Service Issue,0.6559,US Airways,,vasisht,,0,"@USAirways ""We can't help you. We don't put people up in hotels when you miss a flight it's against policy.""",,2015-02-22 13:12:13 -0800,A galaxy far far away,Eastern Time (US & Canada) 569605521050898433,negative,1.0,Cancelled Flight,0.6632,US Airways,,vasisht,,0,"@USAirways my friends at KPHL were told by your rep ""if it were me I woulda just gone home this am and tried again tomorrow."" 1/2",,2015-02-22 13:11:53 -0800,A galaxy far far away,Eastern Time (US & Canada) 569605258621661184,positive,1.0,,,US Airways,,kneedoc69,,0,@USAirways Ann Marie at LGA is the best ticket agent ever! #excellentcustomerservice,,2015-02-22 13:10:51 -0800,"Mount Airy, NC",Atlantic Time (Canada) 569604286369431552,negative,1.0,Customer Service Issue,0.3581,US Airways,,therealkellyd,,0,@USAirways wasted a day of my vacation after problems with not one but two planes... #waitinginphilly #flight838,,2015-02-22 13:06:59 -0800,, 569604198771363840,negative,1.0,Flight Attendant Complaints,0.6838,US Airways,,KoilsByNature,,0,@USAirways it's unacceptable the way your agents at the gate treat paying customers!!!,,2015-02-22 13:06:38 -0800,World Wide,Quito 569604041141039104,neutral,1.0,,,US Airways,,HybridMovementC,,0,@USAirways Mad love http://t.co/4ojrSDWPkK NYC-,,2015-02-22 13:06:00 -0800,"everywhere, all the time.", 569603833804038144,negative,0.6511,longlines,0.3284,US Airways,,mjmassa8,,0,@USAirways more like USDELAY-ways. Another long 'paperwork' reLate Flightd delay - Friday in Charlotte. Today in Philly. #letsgoalready,,2015-02-22 13:05:11 -0800,"Chicago, IL",Mountain Time (US & Canada) 569603523954016256,negative,1.0,Customer Service Issue,0.7245,US Airways,,KoilsByNature,,0,@USAirways your customer service at CLT is terrible!!! My flight was delayed from JFK for 2 hours! Get to CLT to horrid customer service!,,2015-02-22 13:03:57 -0800,World Wide,Quito 569603357406576641,negative,0.6566,Late Flight,0.6566,US Airways,,colums23,,0,"@USAirways flight 2022 out of Phil, no update and was supposed to leave 15 minutes ago. Sitting in airport, wondering#irritated",,2015-02-22 13:03:17 -0800,27265, 569602860020850688,negative,1.0,Flight Attendant Complaints,0.6545,US Airways,,JeffersRich,,0,"@USAirways Flight 4454 aircraft at gate, but no crew? Will be 2+ hours Late Flight to destination. Come on!",,2015-02-22 13:01:19 -0800,"Windermere, Florida", 569602817633222656,negative,1.0,Lost Luggage,1.0,US Airways,,WarrickHoward,,0,@USAirways Please can someone contact me regarding my missing bag? It has been 3 days. Online tracking shows nothing.,,2015-02-22 13:01:09 -0800,,London 569602407417692162,negative,1.0,Late Flight,0.6701,US Airways,,RothsteinDavid,,0,@USAirways 3818 delayed. blue skies all over. #whyisusairALWAYSDELAYED???,,2015-02-22 12:59:31 -0800,"WCHOB, Buffalo, NY", 569601913832022016,negative,1.0,Flight Attendant Complaints,0.6735,US Airways,,MeganMmcginnis,,0,@USAirways Ill never fly you again due to the emotional & financial stress you have caused me because of one of your staff members errors.,,2015-02-22 12:57:33 -0800,, 569601628279480320,negative,1.0,Lost Luggage,1.0,US Airways,,NorthHarborNYC,,0,@USAirways where are my bags?,,2015-02-22 12:56:25 -0800,, 569601275672829952,negative,1.0,Flight Attendant Complaints,0.669,US Airways,,MikeisRichRich,,0,"@USAirways thanks to you, you have now incurred us approximately 2000 dollars in fees due to a staff members screw up. #neveragain",,2015-02-22 12:55:01 -0800,,Eastern Time (US & Canada) 569601264679559168,neutral,1.0,,,US Airways,,peterfransson,,0,"@USAirways when AA gate supervisor 600117 was asked for his superiors name, response received was ""the CEO of #AmericanAirlines"" #merger",,2015-02-22 12:54:58 -0800,Inter/Outer-Continental U.S.,Eastern Time (US & Canada) 569600990430806017,negative,1.0,Customer Service Issue,1.0,US Airways,,thisAnneM,,0,@usairways @BarclaycardUS 1 hr wait so far for customer service. yes bad weather but do air traffic controllers answer your phones?!??,,2015-02-22 12:53:53 -0800,Philadelphia,Atlantic Time (Canada) 569600989055086592,neutral,1.0,,,US Airways,,peterfransson,,0,@USAirways AA Gate Supervisor emplid 600117 allowed flight AA67 to leave JFK to SJ on 20feb15 w/o 8 customers that made final boarding call.,,2015-02-22 12:53:53 -0800,Inter/Outer-Continental U.S.,Eastern Time (US & Canada) 569600757516914688,negative,0.6739,Late Flight,0.337,US Airways,,dline2005,,0,@USAirways thanks for being so bad you make a two day train trip look appealing!!,,2015-02-22 12:52:57 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 569600720254541824,negative,1.0,Customer Service Issue,1.0,US Airways,,JQCalderwood,,0,@USAirways you have got to be kidding me! No info on 4565 from DCA to BGR and your phone line tells me to call back Late Flightr?,,2015-02-22 12:52:49 -0800,VA,Quito 569600023597428736,negative,1.0,longlines,1.0,US Airways,,RBuchmann,,0,@USAirways Its pretty ridiculous that at PHX sky harbor you have 4 (!) employees working check in on a SUNDAY afternoon. 30 min & counting..,,2015-02-22 12:50:02 -0800,"Saint Louis, MO",Central Time (US & Canada) 569600009097904128,negative,1.0,Customer Service Issue,1.0,US Airways,,xtingu,,0,@USAirways Really hoping I don't get charged for this flight because they couldn't handle the influx of calls. Bummer.,,2015-02-22 12:49:59 -0800,The Wilming Town,Eastern Time (US & Canada) 569599725240000513,negative,1.0,Customer Service Issue,1.0,US Airways,,brittalb,,0,@usairways I have been on hold for over 3 hours. Please help! http://t.co/tyXAZtMQ1U,,2015-02-22 12:48:51 -0800,, 569599532268449792,negative,1.0,Customer Service Issue,0.6656,US Airways,,jadedhippie09,,0,"@USAirways I promise, if I can help it I will nvr fly w/u again. Even if I have 2 pay more $$$ 2 fly w/ sum1 else #badcustomerservice",,2015-02-22 12:48:05 -0800,, 569599260288819201,negative,1.0,Late Flight,1.0,US Airways,,jadedhippie09,,0,@USAirways yesterday we were delayed for SIX hours w/lil to NO explanation we paid LOTS of $$ 2 fly w/u & this is how u treat ur customers?,,2015-02-22 12:47:00 -0800,, 569598915722518528,negative,1.0,Can't Tell,1.0,US Airways,,jadedhippie09,,0,@USAirways I have nothing but issues when I fly w/u what's up w/that?! #travel #vacation #awful,,2015-02-22 12:45:38 -0800,, 569598852912668672,neutral,0.6699,,0.0,US Airways,,hlauinfo,,0,@USAirways you should update your passbook passes with any gate changes.,,2015-02-22 12:45:23 -0800,Los Angeles,Pacific Time (US & Canada) 569598323621023745,negative,1.0,Customer Service Issue,1.0,US Airways,,dline2005,,0,@USAirways customer service fail... Todays experience will ensure I do my best NEVER to utilize you again...,,2015-02-22 12:43:17 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 569597857013084160,negative,1.0,Customer Service Issue,0.6685,US Airways,,xtingu,,1,@USAirways -- I've been on hold 40 mins to Cancelled Flight my reservation for this afternoon. Is there another way? Web tells me to call.,,2015-02-22 12:41:26 -0800,The Wilming Town,Eastern Time (US & Canada) 569597711789502464,negative,1.0,Customer Service Issue,0.6721,US Airways,,dline2005,,0,"@USAirways suggest you failures make a HUGE donation to @the_USO Charlotte, NC as THEY provided GREAT customer service today, unlike you.",,2015-02-22 12:40:51 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 569597328522387456,negative,1.0,Flight Attendant Complaints,0.6928,US Airways,,BZFlinn,,0,@USAirways this is how concerned your gate attendants at C26 are this afternoon. #nocommunication #nocrew http://t.co/hFjYN2vtVj,,2015-02-22 12:39:20 -0800,,Hawaii 569596783011217408,negative,0.6633,Cancelled Flight,0.3367,US Airways,,CaseyRhoades1,,0,@USAirways 2nd plane forced to get off due to mech and wait for 3rd need housing and meals in STT need help b4 we arrive at STT please,,2015-02-22 12:37:10 -0800,"Madbury, NH", 569596364197199873,negative,1.0,Customer Service Issue,1.0,US Airways,,farmdinner,,0,@USAirways I need an actual person in customer relations for a refund. What # can I call? I will dispute this charge on my credit card.,,2015-02-22 12:35:30 -0800,,Eastern Time (US & Canada) 569596357381644289,negative,1.0,Customer Service Issue,0.7092,US Airways,,tpratt31,,0,"@USAirways this is my 2nd attempt to call US airways dividend miles, 52 minutes no help hung up - #usairways #BS http://t.co/GiEnNyqN22",,2015-02-22 12:35:28 -0800,"Los Angeles, Ca", 569596034059358208,negative,1.0,Lost Luggage,1.0,US Airways,,sejaffe,,0,"@USAirways @ClaudOakeshott don't need this link, after getting a person u now say u don't know where bags are. Lost on a nonstop phx to jfk.",,2015-02-22 12:34:11 -0800,, 569595745126494208,negative,1.0,Can't Tell,0.6973,US Airways,,riricesq,,0,@USAirways is absolute crap this week!!,,2015-02-22 12:33:02 -0800,On a beach,Quito 569595534916202496,neutral,1.0,,,US Airways,,APH0823,,0,"@USAirways got transf. to Dividend Miles...need to change flight. Grandma just passed, need to change ticket ASAP. Update on wait time?",,2015-02-22 12:32:12 -0800,Global Citizen,Pacific Time (US & Canada) 569595123799101440,negative,0.6818,Customer Service Issue,0.375,US Airways,,bta7,,0,".@USAirways trying to get a partner PNR, and have spent more than 1 hour on hold. I know its snowing somewhere, but this is awful",,2015-02-22 12:30:34 -0800,"Wauwatosa, WI ",Central Time (US & Canada) 569595015518793730,negative,1.0,Customer Service Issue,1.0,US Airways,,MoniqueduRock,,0,@USAirways on the phone over an hour waiting for customer service got wrong fight information cost us 6 hours from trip. Frustrating!!!,,2015-02-22 12:30:08 -0800,"Orange, CA", 569594973949206529,negative,1.0,Lost Luggage,1.0,US Airways,,spartanbride,,0,@USAirways @united each says the other has my luggage. On hold almost 3.5 hrs with @USAirways. @united hung up 3x. http://t.co/dr5oCtp1DY,,2015-02-22 12:29:59 -0800,"Leesburg, VA", 569592443542343680,negative,1.0,Cancelled Flight,1.0,US Airways,,graydonpleasant,,0,@USAirways Just Cancelled Flight every flight I have why don't you.,,2015-02-22 12:19:55 -0800,"Winston Salem, NC, USA",Central Time (US & Canada) 569592390211801089,negative,1.0,Customer Service Issue,1.0,US Airways,,imacericg,,0,"@usairways Is your reservation phone number working? Called 10x in the last 3 days, and haven’t gotten through.",,2015-02-22 12:19:42 -0800,,Eastern Time (US & Canada) 569592368518660096,negative,1.0,Customer Service Issue,1.0,US Airways,,cheerUPDATES,,1,"@USAirways @AmericanAir as a Gold Dividends member, why can't I get anyone on phone to handle my Cancelled Flighted American flight tonight 😡",,2015-02-22 12:19:37 -0800,United States,Eastern Time (US & Canada) 569592120954236928,negative,1.0,Can't Tell,1.0,US Airways,,FiVeBoRoUghS718,,0,@USAirways really nigga.. Ur a fuck boy,"[40.85214382, -73.28567395]",2015-02-22 12:18:38 -0800,, 569591310589431808,negative,1.0,Late Flight,0.6529,US Airways,,HutchinsJim,,0,"@USAirways I sympathize re:weather issues, but when times get tough, call in more folks. Over two hours on hold for 4-minute fix. #FAIL","[39.98272482, -86.22502919]",2015-02-22 12:15:25 -0800,"Carmel, IN",Atlantic Time (Canada) 569589123218079745,neutral,0.7027,,0.0,US Airways,,drewdenker,,0,@USAirways just told by supervisor that they won't guarantee the empty seats to standby passengers with flights Cancelled Flightled so can sell them,,2015-02-22 12:06:44 -0800,, 569589028590391298,negative,0.6842,Late Flight,0.6842,US Airways,,ericabevill,,0,@USAirways i will be on this plane while on the ground longer than i will be in the air. US5235,,2015-02-22 12:06:21 -0800,"Chicago, IL",Central Time (US & Canada) 569588578159697920,negative,1.0,Can't Tell,1.0,US Airways,,evanquinn,,0,"@USAirways has failed me all day long, should I blame it on @AmericanAir ?",,2015-02-22 12:04:34 -0800,"Newtonville, MA",Pacific Time (US & Canada) 569588465593143297,neutral,0.6344,,0.0,US Airways,,WarrickHoward,,0,@USAirways What's the contact number for the corporate baggage office in Phoenix?,,2015-02-22 12:04:07 -0800,,London 569588073438121984,negative,1.0,Customer Service Issue,1.0,US Airways,,RickyRomanXXX,,0,@USAirways 1 hour and counting on hold :( why? http://t.co/clOB5qwMXR,,2015-02-22 12:02:33 -0800,USA,Eastern Time (US & Canada) 569587844693536768,negative,1.0,Cancelled Flight,1.0,US Airways,,Harmony1412,,0,@USAirways you Cancelled Flighted & rescheduled my flight & still getting updates & can't find my current flight on my account http://t.co/8Je1h3666w,,2015-02-22 12:01:39 -0800,Wonderland,Indiana (East) 569587663692554242,negative,1.0,Late Flight,1.0,US Airways,,ericabevill,,0,@USAirways now after an hour on the plane and knowing of a maint issue ahead of time they just announced another 30 mins. Y r we on plane?,,2015-02-22 12:00:56 -0800,"Chicago, IL",Central Time (US & Canada) 569586372866150400,negative,1.0,Cancelled Flight,1.0,US Airways,,MrRenevendez,,0,@USAirways according to @wtop DCA seems to be recovering nicely from yesterday's snow so why are you Cancelled Flightling flights out there?,,2015-02-22 11:55:48 -0800,Where you least need me to be, 569585968610615296,negative,1.0,Cancelled Flight,1.0,US Airways,,farmdinner,,0,"@USAirways Cancelled Flightled flight this AM. There was avail flight to PHL today u said was sold out. I had to buy 2nd ticket, u need to refund me.",,2015-02-22 11:54:11 -0800,,Eastern Time (US & Canada) 569585747503611905,negative,1.0,Customer Service Issue,0.6861,US Airways,,sejaffe,,0,@USAirways @AmericanAir seriously with all the service issues you are having right now this is what you decide to tweet?? Unbelievable,,2015-02-22 11:53:19 -0800,, 569584885108748290,negative,1.0,Late Flight,0.3787,US Airways,,AndrewTV,,0,@USAirways Flight 4210 been sitting @Bradley_Airport gate 27 for 10 min w door open since we arrived. Still no jet bridge. Can someone help?,,2015-02-22 11:49:53 -0800,"Pittsfield, MA",Eastern Time (US & Canada) 569584719089836032,positive,1.0,,,US Airways,,mc3h2,,0,@USAirways new F/As from DFW to CLT this morning did a great job. Well Done!,,2015-02-22 11:49:14 -0800,The 27th State ,Eastern Time (US & Canada) 569584207011434497,negative,1.0,Bad Flight,0.6442,US Airways,,ericabevill,,0,@USAirways why have me board a plane knowing there is a maint issue? US5235.,,2015-02-22 11:47:11 -0800,"Chicago, IL",Central Time (US & Canada) 569584057270575105,neutral,0.6593,,,US Airways,,airliners2,,28,@USAirways with this livery back in the day. http://t.co/EEqWVAMmiy,,2015-02-22 11:46:36 -0800,Airports Around The World,Eastern Time (US & Canada) 569583725408870401,negative,1.0,Cancelled Flight,0.6313,US Airways,,drewdenker,,0,@USAirways waiting all day at ATL since flight this am Cancelled Flightled. 1 standby told no seats and group of 15 shows up Late Flight and gets on to PHL,,2015-02-22 11:45:17 -0800,, 569583698640818176,negative,1.0,Customer Service Issue,0.6767,US Airways,,sebastian_mcfox,,0,@USAirways the link doesn't work..,,2015-02-22 11:45:10 -0800,, 569581828258078721,negative,1.0,Cancelled Flight,1.0,US Airways,,MrRenevendez,,0,@USAirways spent 1.5 hours in line trying to get on a flight home tonight only for it to be Cancelled Flightled an hour Late Flightr. Not even snowing at DCA,,2015-02-22 11:37:44 -0800,Where you least need me to be, 569581400850096128,negative,1.0,Late Flight,1.0,US Airways,,CaseyRhoades1,,0,@USAirways flight 838 now leaving after 6 hour mechanical delay. Need lodging voucher and meals tonight in st Thomas who do I see?,,2015-02-22 11:36:02 -0800,"Madbury, NH", 569580275182772225,negative,1.0,Cancelled Flight,1.0,US Airways,,MrRenevendez,,0,@USAirways care to elaborate on why CHA to DCA is Cancelled Flightled this evening?,,2015-02-22 11:31:34 -0800,Where you least need me to be, 569579478168547328,negative,1.0,Bad Flight,1.0,US Airways,,NASTYBITCH360,,0,@USAirways help im falling out of one of your planes,,2015-02-22 11:28:24 -0800,KENTUCKINMYSHIRT, 569578297945919488,negative,1.0,Can't Tell,0.6829999999999999,US Airways,,DAngel082,,0,"@USAirways this has been my WORST flying experience with you guys, you need to do better",,2015-02-22 11:23:43 -0800,New York, 569578016843669504,negative,1.0,Late Flight,1.0,US Airways,,DAngel082,,0,@USAirways going to miss my connection because my flight home has been delayed and now no gate agent to get us off the plane-so frustrated,,2015-02-22 11:22:36 -0800,New York, 569577771292237824,negative,1.0,Customer Service Issue,1.0,US Airways,,maddie_helms,,0,@USAirways never flying you guys again. your customer service is awful,,2015-02-22 11:21:37 -0800,michigan, 569577696793006080,negative,1.0,Cancelled Flight,0.3906,US Airways,,theKDaubert,,1,@USAirways telling a man theres NO FLIGHTS for the next 10 hrs!!! NO standby! NOTHING! NO OPTIONS! trying to get to sick child! #FireVan!,,2015-02-22 11:21:19 -0800,PR: 1stlady@theimagecartel.com,Pacific Time (US & Canada) 569576236541825024,negative,1.0,Late Flight,1.0,US Airways,,jph_sc,,0,@USAirways missing our connection due to delay out of @LAS. Told not looking good for tmrw either. We will be stuck in #CLT. Help!,,2015-02-22 11:15:31 -0800,"Charleston, SC",Eastern Time (US & Canada) 569575780864241664,negative,1.0,Flight Attendant Complaints,0.6733,US Airways,,theKDaubert,,0,@USAirways UR employee named VAN @ ticket counter in #Philadelphia. EXTREMELY RUDE! a Father trying to get home to sick kid missed flight.,,2015-02-22 11:13:43 -0800,PR: 1stlady@theimagecartel.com,Pacific Time (US & Canada) 569575176322424832,negative,1.0,Customer Service Issue,0.6415,US Airways,,tapps,,0,@USAirways i did and i'm not stupid. i've done web development for 19 yrs. the issue (now confirmed by your support) is YOUR website.,,2015-02-22 11:11:18 -0800,"brown deer, wi",Central Time (US & Canada) 569574737929576448,negative,1.0,Cancelled Flight,0.665,US Airways,,AllHailAng,,0,@USAirways and no offers to provide us with a hotel or anything for a flight that is over 19 hours away!,,2015-02-22 11:09:34 -0800,Westeros, 569572536834498560,negative,1.0,Customer Service Issue,1.0,US Airways,,drgitlin,,0,@USAirways now you just hang up on me. I’m starting to think this is personal!,,2015-02-22 11:00:49 -0800,20001,Eastern Time (US & Canada) 569572184768835585,positive,1.0,,,US Airways,,andy_esworthy,,0,"@USAirways Painless and effortless flight from Indy to PHL... Our flight attendant, Tory, was fantastic. Give that lady a raise ASAP!",,2015-02-22 10:59:25 -0800,Philly to NY/NJ,Eastern Time (US & Canada) 569572095794917376,negative,1.0,Customer Service Issue,0.6425,US Airways,,tjvandy,,1,@USAirways in 140 characters? Yea right. Thanks for patronizing.,,2015-02-22 10:59:04 -0800,colorado,Central Time (US & Canada) 569571654998888448,negative,1.0,Late Flight,1.0,US Airways,,ConNyoungjeezy,,0,"@USAirways 30 min delay for mechanics to replace rivets. 30 mins Late Flightr, turns out mechanics had wrong size rivets. 35 more mins. Pathetic",,2015-02-22 10:57:19 -0800,Boston,Quito 569569120951390209,negative,1.0,Late Flight,0.6745,US Airways,,SeanKelly23,,0,@USAirways would love it if you could get my wife home sometime soon - she has been stuck in Orlando and now stuck in philly for too long,,2015-02-22 10:47:15 -0800,Greensboro NC, 569568612215865344,negative,0.6867,Can't Tell,0.6867,US Airways,,ConNyoungjeezy,,0,@USAirways churn rate increasing by the second,,2015-02-22 10:45:13 -0800,Boston,Quito 569567629083430912,negative,1.0,Customer Service Issue,1.0,US Airways,,Asiators,,0,@USAirways I've been on hold at the reservations desk for 3 hours. HELP!!!!,,2015-02-22 10:41:19 -0800,"Dallas, TX",Central Time (US & Canada) 569567252363812864,negative,1.0,Customer Service Issue,1.0,US Airways,,helmsdanielle10,,0,@USAirways your service in Philly is unacceptable. Look into better service✌️ a 16 yr old shouldnt have a hard time http://t.co/WDAKTmr7Mj,,2015-02-22 10:39:49 -0800,, 569567084721655808,negative,0.6855,Customer Service Issue,0.3466,US Airways,,SS8085,,0,"@USAirways Its not just PHL, at BTV today made to deplane because ""it's Sunday and we don't know if maintenance will be available""",,2015-02-22 10:39:09 -0800,"Dallas, Burlington, Boston",Eastern Time (US & Canada) 569566712397471746,negative,1.0,Late Flight,1.0,US Airways,,ConNyoungjeezy,,0,@USAirways are there such things as non-delayed flights or na? Get your shit together and get me out of here,,2015-02-22 10:37:40 -0800,Boston,Quito 569566514132717568,negative,1.0,Can't Tell,1.0,US Airways,,SS8085,,0,"@USAirways After today,no reason 4 anyone to not approve merger with @AmericanAir,other airlines have no reason to fear losing business to U",,2015-02-22 10:36:53 -0800,"Dallas, Burlington, Boston",Eastern Time (US & Canada) 569566323912671232,neutral,0.6402,,0.0,US Airways,,helmsdanielle10,,0,@USAirways Look into better service.,,2015-02-22 10:36:08 -0800,, 569565598772043776,negative,1.0,Customer Service Issue,1.0,US Airways,,CMocz,,1,"@USAirways your customer service in Philly is deplorable, rude & unprofessional gate agents after delays & Cancelled Flightations #takingthistothetop",,2015-02-22 10:33:15 -0800,, 569565468937232384,neutral,0.6424,,0.0,US Airways,,Hawaii_brown,,0,@USAirways flights to Dfw Cancelled Flightled today?,,2015-02-22 10:32:44 -0800,violet crown,Central Time (US & Canada) 569565125344141312,negative,0.6933,Can't Tell,0.35600000000000004,US Airways,,helmsdanielle10,,0,@USAirways should look into better service✌️,,2015-02-22 10:31:22 -0800,, 569564566272811008,negative,1.0,Customer Service Issue,0.6774,US Airways,,CDarnall1,,0,@USAirways your mobile app is horrible! Needs a major overhaul,,2015-02-22 10:29:09 -0800,"Lexington, KY",Eastern Time (US & Canada) 569563297164480513,negative,1.0,Flight Attendant Complaints,0.6502,US Airways,,helmsdanielle10,,0,@USAirways you should get better employees✌️,,2015-02-22 10:24:06 -0800,, 569563148472225794,negative,1.0,Late Flight,0.6721,US Airways,,SS8085,,1,"@USAirways stuck on Tarmac for 30 mins at PHL waiting for someone to load baggage,ridiculous http://t.co/BRCsjBxG2s",,2015-02-22 10:23:31 -0800,"Dallas, Burlington, Boston",Eastern Time (US & Canada) 569562731356901376,negative,1.0,Late Flight,1.0,US Airways,,NickRowley,,0,@USAirways next time you promise an ontime departure you should stick to it instead of stuffing us in this sweat box with no air,,2015-02-22 10:21:51 -0800,"Carlsbad, CA", 569562007671853056,negative,1.0,Customer Service Issue,1.0,US Airways,,FvGrecia,,1,@USAirways @MrRenevendez I've been trying to contact them for 24 hours already! Yesterday I waited 7 hours today 5+! http://t.co/gn30p75KqB,,2015-02-22 10:18:59 -0800,, 569561389121060864,negative,1.0,Customer Service Issue,1.0,US Airways,,sfoosness,,0,"@USAirways Yes, there is horrible snow. But seriously, can you not hire more people to answer the phones? Competitor have call back numbers.",,2015-02-22 10:16:31 -0800,"Durham, NC",Atlantic Time (Canada) 569561225488678913,neutral,1.0,,,US Airways,,VictorJDH,,0,@USAirways what's your pet policy?,,2015-02-22 10:15:52 -0800,East Lansing,Eastern Time (US & Canada) 569561062749700097,negative,1.0,Customer Service Issue,1.0,US Airways,,ron_mexicon,,0,@USAirways final count 3 hours 24 minutes on hold to be told I need to log in to U.S. Airways website and there was nothing else to be done,,2015-02-22 10:15:13 -0800,washington dc,Central Time (US & Canada) 569560386548006912,neutral,0.6745,,,US Airways,,NickRemini,,0,@USAirways come scoop,,2015-02-22 10:12:32 -0800,♑ NYC,Quito 569560151100821504,negative,1.0,Customer Service Issue,0.6975,US Airways,,BellaSal,,0,@USAirways 4 hrs and counting today alone... like I don't have other things to accomplish today than to just keep holding!!!,,2015-02-22 10:11:36 -0800,"Pittsburgh, Pa", 569559847131164672,negative,1.0,Lost Luggage,1.0,US Airways,,sejaffe,,0,@USAirways @ClaudOakeshott how about a link that works pls Nothing but complete frustration w usair last 12 hrs,,2015-02-22 10:10:24 -0800,, 569559311095095296,negative,0.6461,Customer Service Issue,0.3435,US Airways,,ClaudOakeshott,,0,@USAirways That link doesn't work on mobile.,,2015-02-22 10:08:16 -0800,Washington DC, 569559149933142016,neutral,1.0,,,US Airways,,GiraffeYang,,0,@USAirways @USAirways I used my AAdvantage Number connected to the USAirways when I booked tickets for friends. Will it benefit my account?,,2015-02-22 10:07:37 -0800,,Beijing 569558986665537537,negative,1.0,Customer Service Issue,1.0,US Airways,,415seanz,,0,@USAirways quit being cheap and hire some call center employees. It shouldn't take half a day to call you,"[37.78831231, -122.41007318]",2015-02-22 10:06:58 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569558791433416704,negative,1.0,Cancelled Flight,1.0,US Airways,,empowau,,0,@usairways Cancelled Flighted and rescheduled. said I'd have to pay $75 for earlier flight at next gate. Today @delta proactively offered same for $0,,2015-02-22 10:06:12 -0800,,Quito 569558377178603520,negative,1.0,Cancelled Flight,1.0,US Airways,,smw04,,0,@USAirways @corybronze INCONVENIENCE? Are you people freaking nuts? This guy has TWO KIDS WITH HIM and you STRAND him in an airport! #FAIL,,2015-02-22 10:04:33 -0800,,Atlantic Time (Canada) 569558156512088064,negative,1.0,Late Flight,1.0,US Airways,,CaseyRhoades1,,0,@USAirways on delayed flight from Phil to stt and looks like we'll miss the car ferry to at john where our lodging is. Help with housing?,,2015-02-22 10:03:41 -0800,"Madbury, NH", 569558153202774016,negative,1.0,Can't Tell,0.6556,US Airways,,ColfaxCapital,,0,@USAirways @TheHaileyTate Another blatant lie from @USAirways,,2015-02-22 10:03:40 -0800,"39.0708° N, 106.9886° W",Quito 569558096613380098,negative,1.0,Can't Tell,1.0,US Airways,,sydlisterney,,0,@USAirways Round Two of being THE worst airline ever.,,2015-02-22 10:03:26 -0800,babynole'18,Quito 569557964991930368,negative,1.0,Customer Service Issue,0.6617,US Airways,,JFSebastian67,,0,@USAirways I have been trying to get through to a representative for 7 hours aboout my Cancelled Flightled flight. Have you simply given up?,,2015-02-22 10:02:55 -0800,,Hawaii 569557662997852160,negative,1.0,Customer Service Issue,1.0,US Airways,,teammccabe,,0,@USAirways @JosephTReis Can't believe advice to call customer service. I was on hold for 3 hrs this morning and finally gave up.,,2015-02-22 10:01:43 -0800,Cape Cod,Eastern Time (US & Canada) 569557167411478528,negative,1.0,Lost Luggage,1.0,US Airways,,AuroraBIZ,,0,@USAirways pretty upset I drove from Philly to MHtT still no info on my bags. What's the deal!,,2015-02-22 09:59:45 -0800,"Boston, MA",Eastern Time (US & Canada) 569556807703764992,negative,0.6571,Customer Service Issue,0.6571,US Airways,,swierczawack,,0,@USAirways is the @comcast of airlines #2hrs35minOnHold,,2015-02-22 09:58:19 -0800,"Newark, DE",Central Time (US & Canada) 569556697603280897,negative,0.6837,Can't Tell,0.6837,US Airways,,ERHinman,,0,@USAirways No thank you. @AmericanAir was responsive & I found alternate travel home.,,2015-02-22 09:57:53 -0800,"Washington, DC",Eastern Time (US & Canada) 569556500928188416,negative,1.0,Damaged Luggage,0.6803,US Airways,,sandramolloy,,0,@USAirways luggage and contents destroyed both on outbound trip last week&inbound lastnight in philadelphia #Careless,,2015-02-22 09:57:06 -0800,"Tipperary, Ireland", 569556399585402880,negative,1.0,longlines,0.3679,US Airways,,sgmacor,,0,@USAirways all these planes sitting here and no one going home. #usairwaysfail http://t.co/jN3V3k3qGv,,2015-02-22 09:56:42 -0800,Syracuse,Eastern Time (US & Canada) 569555930028748800,negative,1.0,Customer Service Issue,0.7065,US Airways,,ColfaxCapital,,1,@USAirways @JosephTReis Dont bother. They dont pick up the phone. Worst customer service going,,2015-02-22 09:54:50 -0800,"39.0708° N, 106.9886° W",Quito 569555929798217730,negative,1.0,Late Flight,0.6562,US Airways,,mwkriv,,0,"@USAirways overloads small plane with extra baggage and then. Has to take them off... Poor execution #4435, 75 minute delay...","[35.22358885, -80.95061712]",2015-02-22 09:54:50 -0800,,Quito 569555517502300160,negative,1.0,Customer Service Issue,1.0,US Airways,,aterrien5,,0,@USAirways might possibly be THE WORST airline ever! I think it's time to brush up on customer service! #sorude,,2015-02-22 09:53:11 -0800,, 569555455963471872,negative,1.0,Late Flight,1.0,US Airways,,mwkriv,,0,"@USAirways , I am embarrassed for us air and their inability to manage during weather delays.handling of # 4435 is an example","[35.21905941, -80.9426995]",2015-02-22 09:52:57 -0800,,Quito 569555413450027011,negative,1.0,Lost Luggage,1.0,US Airways,,TamiMForman,,0,@USAirways are the bags off Flight 1898 CLT to JFK? We landed last night just before midnight.,,2015-02-22 09:52:47 -0800,New York City,Eastern Time (US & Canada) 569555411998613505,negative,1.0,Customer Service Issue,1.0,US Airways,,maddie_helms,,0,@USAirways not impressed with your customer service. everyone has been unhelpful and incredibly rude.,,2015-02-22 09:52:46 -0800,michigan, 569555072067051520,negative,1.0,longlines,1.0,US Airways,,countryguyusa,,0,@USAirways 45 minutes and moved two feet in BZE. 👎 http://t.co/AwGjkjIIac,,2015-02-22 09:51:25 -0800,World,Eastern Time (US & Canada) 569553488885243904,negative,1.0,Late Flight,0.6388,US Airways,,ron_mexicon,,0,@USAirways on hold 2 hours 54 minutes. What's going on?,,2015-02-22 09:45:08 -0800,washington dc,Central Time (US & Canada) 569552947903754240,negative,1.0,Customer Service Issue,1.0,US Airways,,OthalieGraham,,0,@USAirways NOW they're not even accepting calls AT ALL! Come on.,"[40.04903686, -75.1035816]",2015-02-22 09:42:59 -0800,, 569552945324273665,negative,1.0,Customer Service Issue,1.0,US Airways,,MaryJoReed1,,0,@USAirways WORST customer service ever!!!,,2015-02-22 09:42:58 -0800,Indiana Girl,Indiana (East) 569552426698723330,negative,1.0,Late Flight,1.0,US Airways,,Jantira,,0,@USAirways Three hour delay from Miami to London. None of the other flights today are delayed. Put me on another flight!,,2015-02-22 09:40:54 -0800,,Brussels 569551994949648385,negative,1.0,Customer Service Issue,1.0,US Airways,,Jantira,,0,@USAirways there is no extreme weather in Miami. Pick up the phone. Hire more people.,,2015-02-22 09:39:12 -0800,,Brussels 569551779752386560,negative,1.0,Customer Service Issue,1.0,US Airways,,swierczawack,,0,@USAirways over 2 hours and 14 minutes on hold and counting. Thanks for the help! #customerservice #brutal http://t.co/VsKXyAmnom,,2015-02-22 09:38:20 -0800,"Newark, DE",Central Time (US & Canada) 569551374867939328,negative,1.0,Late Flight,1.0,US Airways,,JoanEisenstodt,,0,@USAirways Uh yeah. Flight boarded & now 1 hr Late Flightr we still sit. Update on 4435 to DCA?,,2015-02-22 09:36:44 -0800,"Washington, DC",Eastern Time (US & Canada) 569549401364029440,negative,1.0,Cancelled Flight,1.0,US Airways,,sgmacor,,0,"@USAirways can you get me home to Syracuse? After 6 Cancelled Flightled flights, one re routing three of us are sitting in Charlotte",,2015-02-22 09:28:53 -0800,Syracuse,Eastern Time (US & Canada) 569548800169283586,negative,1.0,Late Flight,1.0,US Airways,,Jantira,,0,@USAirways @British_Airways three hour flight delay. On the phone for 45min and counting.,,2015-02-22 09:26:30 -0800,,Brussels 569548355489148928,negative,1.0,Late Flight,1.0,US Airways,,Jantira,,0,@USAirways just informed of three hour delay. Pick up the phone and get me on another flight!,,2015-02-22 09:24:44 -0800,,Brussels 569547921189933056,negative,0.6667,Customer Service Issue,0.6667,US Airways,,Jantira,,0,@USAirways needs to hire more people http://t.co/3LPVFhKy2F,,2015-02-22 09:23:00 -0800,,Brussels 569547782039728129,negative,1.0,Customer Service Issue,1.0,US Airways,,drgitlin,,0,@USAirways if I try and call your reservations line will someone answer the phone now or will I be on hold for an hour again?,,2015-02-22 09:22:27 -0800,20001,Eastern Time (US & Canada) 569546858122616833,neutral,0.6677,,0.0,US Airways,,maylarosa15,,0,@USAirways My hubby has a 5hr layover in DFW fm the cxl'd flt. Pls help get him home sooner if you can! Any room on S/by 2 BWI or PHL today?,,2015-02-22 09:18:47 -0800,"Baltimore, MD", 569546689943482368,negative,0.34299999999999997,Bad Flight,0.34299999999999997,US Airways,,FAAupdates,,0,@USairways E190 lands without nose gear in Houston - @Flightglobal http://t.co/Yf9NhMwyFF,,2015-02-22 09:18:07 -0800,USA,Sydney 569546406442209280,negative,1.0,Customer Service Issue,0.6889,US Airways,,MityaFerenetz,,0,@USAirways Your customer service line keeps telling me call back Late Flightr and disconnects. How can I talk to someone about my flight?,,2015-02-22 09:16:59 -0800,,Atlantic Time (Canada) 569545779079094272,negative,1.0,Customer Service Issue,0.6916,US Airways,,margaretjones,,0,@USAirways I tried calling for yet another delayed flight and was told the phone line couldn't handle the volume and was hung up on. Twice.,,2015-02-22 09:14:30 -0800,,Quito 569544955800264704,negative,1.0,longlines,0.3333,US Airways,,stealthmaestro,,1,"@USAirways, I know you're dealing with the weather, but @PHLAirport is a hot mess. Pls send reinforcements",,2015-02-22 09:11:13 -0800,"Philadelphia, PA",Central Time (US & Canada) 569544528299995137,negative,1.0,Lost Luggage,0.6362,US Airways,,stealthmaestro,,0,@usairways 2+ hr wait & really bad exp @PHLAirport. luggage won't arrive w/ me Do I really have 2go back LAS airport 2 pick up when arrives?,,2015-02-22 09:09:31 -0800,"Philadelphia, PA",Central Time (US & Canada) 569544271017037824,positive,1.0,,,US Airways,,asakellym,,0,@USAirways Thanks to the friendly US Airways staff that helped me get booked on various flights to get home today. Almost there!,,2015-02-22 09:08:30 -0800,"Romansville, PA",Atlantic Time (Canada) 569544122098446337,negative,1.0,Late Flight,0.6672,US Airways,,Faisal_Siddiqi,,0,@USAirways flight 1735 sitting fully loaded for over an hour. Air conditioning barely working :-(,,2015-02-22 09:07:54 -0800,"ÜT: 34.120264,-80.900129", 569543665221136384,negative,1.0,Customer Service Issue,1.0,US Airways,,saragnyc,,0,"@usairways on hold for TWO HOURS now, pick up the PHONEEEEE",,2015-02-22 09:06:06 -0800,LOS ANGELES,Pacific Time (US & Canada) 569542699222573056,negative,1.0,Cancelled Flight,0.6596,US Airways,,khokanson,,0,@usairways 3rd time cut off after 10+ minutes on hold with Chairmans desk?!??? Wth how are we supposed to rebook Cancelled Flightled flights?!?!?,,2015-02-22 09:02:15 -0800,PA,Eastern Time (US & Canada) 569542427758866433,negative,1.0,Lost Luggage,0.6875,US Airways,,Fioralainn,,0,@USAirways where's my bag? In line 200 deep at DCA. Agents say call 800 #. 800# says talk to agents. Abysmal customer service,,2015-02-22 09:01:11 -0800,, 569541879441858560,negative,0.6675,Late Flight,0.6675,US Airways,,patrickmgleason,,0,@USAirways 4097 DCA to BNA. Just told they need to do 1.5 hrs worth of maintenance. Was supposed to leave at 8:50 am. [sigh],,2015-02-22 08:59:00 -0800,"Washington, D.C.",Quito 569541291467522048,negative,1.0,Late Flight,1.0,US Airways,,jacove,,0,@USAirways why now just announce delay of 4478 from PVD when you knew captain was already on delayed flight coming in? Frustrating,,2015-02-22 08:56:40 -0800,,Eastern Time (US & Canada) 569540826231152640,negative,1.0,Late Flight,1.0,US Airways,,SS8085,,0,"@USAirways any updates on Flt 1848, here at the gate and they have no expected time of departure",,2015-02-22 08:54:49 -0800,"Dallas, Burlington, Boston",Eastern Time (US & Canada) 569540668403662849,negative,0.355,Can't Tell,0.355,US Airways,,markwclark,,0,@USAirways this travel day sucks but Malcome K at gate 39 rocks. This guy is the brand you want to be. Replicate his approach and style.,,2015-02-22 08:54:11 -0800,Wash DC Metro,Eastern Time (US & Canada) 569540659209596928,negative,1.0,Customer Service Issue,0.6667,US Airways,,ZacharyLeonsis,,2,"@USAirways was on hold for four hours, never got connected. Came to the airport and your rep essentially told me and everyone else to screw",,2015-02-22 08:54:09 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569540652935069696,negative,1.0,Cancelled Flight,1.0,US Airways,,R_Bruns,,0,@USAirways Cancelled Flightled my flight then put me on a flight the next day.I need help from somebody other than a robot. PLEASE!!! Much appreciated,,2015-02-22 08:54:07 -0800,, 569540460810620928,negative,1.0,Customer Service Issue,0.6736,US Airways,,lminboston,,0,@USAirways Been on hold 2.5 hours now! System hung up on me twice after an hour holding. :( Trying 2 correct online Flight Booking Problems error. #unhappy,,2015-02-22 08:53:22 -0800,, 569540173408698369,neutral,0.6579,,0.0,US Airways,,beachylinda,,0,@USAirways am 2. 1/2 hours from airport sure would like to talk to someone,,2015-02-22 08:52:13 -0800,, 569539560910282752,negative,1.0,Flight Booking Problems,0.703,US Airways,,sfoosness,,0,@USAirways No one answers your reservation phone line. I need to book travel with a companion certificate. How do I get through?!!!,,2015-02-22 08:49:47 -0800,"Durham, NC",Atlantic Time (Canada) 569539074106789889,negative,1.0,Can't Tell,1.0,US Airways,,lincord88,,0,@USAirways You suck!! Do you even know the meaning of contingency plan?????,,2015-02-22 08:47:51 -0800,"Washington, DC",Eastern Time (US & Canada) 569538992980566017,negative,1.0,Customer Service Issue,1.0,US Airways,,beachylinda,,0,@USAirways now in a black hole of your phone system,,2015-02-22 08:47:32 -0800,, 569538857328353280,negative,1.0,Customer Service Issue,1.0,US Airways,,djNRG007,,0,@USAirways using all of my monthly minute on hold with you assholes,,2015-02-22 08:46:59 -0800,"Boston, MA",Eastern Time (US & Canada) 569538649110548480,negative,1.0,Customer Service Issue,1.0,US Airways,,teammccabe,,0,"@USAirways if you mean by posted, no USAir empl to direct anyone, 800# not accepting calls, no contact from USAir re: rebook #greatjob",,2015-02-22 08:46:10 -0800,Cape Cod,Eastern Time (US & Canada) 569537708202307584,negative,1.0,Late Flight,0.6397,US Airways,,beachylinda,,0,@USAirways 3rd connecting flight delayed but still cannot make it & still unable to speak to a real person,,2015-02-22 08:42:25 -0800,, 569537485761433600,positive,1.0,,,US Airways,,clarkhook,,0,"@USAirways I finally spoke to a person. Despite the mind boggling wait time, the rep was very pleasant and very helpful. Kudos to her.",,2015-02-22 08:41:32 -0800,"Franklin, TN",Eastern Time (US & Canada) 569537042201194496,neutral,1.0,,,US Airways,,dailylaurel,,0,@USAirways with chocoLate Flight please... i m melting http://t.co/jJdoSFYIBM,,2015-02-22 08:39:47 -0800,Bruxelle-Paris-Marseille-(BPM),Athens 569536791830798336,negative,1.0,Lost Luggage,1.0,US Airways,,LaChic4ever,,0,"@USAirways worse experience. Clt to DC. Oversold by 20, lost CARRY ON luggage.Cancelled Flightled connecting flight to NYC. #flydelta",,2015-02-22 08:38:47 -0800,, 569536168301211649,negative,1.0,Customer Service Issue,1.0,US Airways,,Katycarlson,,0,@USAirways color me confused but why would i need to call and do this. Update your procedures and policies. You can see who is connecting,,2015-02-22 08:36:18 -0800,America ,Central Time (US & Canada) 569535962604310529,negative,1.0,Customer Service Issue,1.0,US Airways,,dcilona,,0,@USAirways I packed a carry on for a reason. Thanks for making me check it. I hoped for better customer service in CLE also. #nothappy,,2015-02-22 08:35:29 -0800,SWFL,Eastern Time (US & Canada) 569535820270583809,neutral,0.6674,,0.0,US Airways,,vasisht,,0,@usairways sadly they've tried that and airport agents…no flights so they're stranded at PHL. No chance of a hotel for them?,,2015-02-22 08:34:55 -0800,A galaxy far far away,Eastern Time (US & Canada) 569535527227150336,negative,1.0,Customer Service Issue,0.6987,US Airways,,lincord88,,0,@USAirways your service sucks.,,2015-02-22 08:33:45 -0800,"Washington, DC",Eastern Time (US & Canada) 569535230996045825,negative,1.0,Customer Service Issue,0.6179,US Airways,,JoanEisenstodt,,0,@USAirways Past tense re help. No more. It’s been even more miserable than usual at CLT.,,2015-02-22 08:32:35 -0800,"Washington, DC",Eastern Time (US & Canada) 569534372954681344,negative,1.0,Cancelled Flight,1.0,US Airways,,beachylinda,,0,"@USAirways first flight Cancelled Flightled, connecting flight delayed so will completely miss next connection no response on hold 2 hrs HELP me",,2015-02-22 08:29:10 -0800,, 569533663211356161,negative,1.0,Lost Luggage,1.0,US Airways,,VikingJim60,,0,@USAirways now you don't know where my luggage is? Seriously?,,2015-02-22 08:26:21 -0800,"Doylestown, PA",Eastern Time (US & Canada) 569533202835984385,negative,1.0,Customer Service Issue,1.0,US Airways,,68aec68,,0,@USAirways I waited customer service 32 minutes on the phone w/o response. Had to hung up in the end since my battery died due to waiting!,,2015-02-22 08:24:31 -0800,,Atlantic Time (Canada) 569533159475277825,negative,1.0,Late Flight,0.6638,US Airways,,tjvandy,,0,@USAirways F623 DEN:PHX impressive lack of concern by 1hr+ Late Flight flight attndt wrecking havoc on customer travel #smugsmirk #norush,,2015-02-22 08:24:21 -0800,colorado,Central Time (US & Canada) 569533103359660033,negative,1.0,Customer Service Issue,1.0,US Airways,,ALfamilyoffour,,0,@USAirways was on the phone for over an hour waiting without an answer. 😩,,2015-02-22 08:24:07 -0800,Alabama,Central Time (US & Canada) 569532924036407297,negative,0.6546,Customer Service Issue,0.6546,US Airways,,Dalts81,,0,@USAirways a member of your staff at PHL just gave us excellent customer care. Shame the same couldn't be said for the past 24 hours.,,2015-02-22 08:23:25 -0800,Blackpool,London 569532793530785792,negative,1.0,Customer Service Issue,1.0,US Airways,,Harmony1412,,0,@USAirways I got rebooked at 3am after they woke me up just tried to call twice and got hung up on. Worst customer service.,,2015-02-22 08:22:54 -0800,Wonderland,Indiana (East) 569532711787892736,neutral,1.0,,,US Airways,,jasonkallsen,,0,@USAirways with a glass of wine once we hit altitude?,,2015-02-22 08:22:34 -0800,"Minnesota, USA",Central Time (US & Canada) 569532667869335554,negative,1.0,Customer Service Issue,1.0,US Airways,,Dalts81,,0,"@USAirways @ALfamilyoffour maybe if there was anyone answering the phone they would. ""Please call back Late Flightr"".For 18 hours? Not good enough",,2015-02-22 08:22:24 -0800,Blackpool,London 569532394455359488,negative,1.0,Customer Service Issue,1.0,US Airways,,storylaura,,0,@USAirways this is the worst customer service I have ever had. Rebooked to tues but seat available on mon. Wtf. Contact me.,,2015-02-22 08:21:18 -0800,"kansas city, mo",Eastern Time (US & Canada) 569531768321269760,negative,1.0,Customer Service Issue,1.0,US Airways,,storylaura,,0,@USAirways 2 hours?! And just got disconnected.,,2015-02-22 08:18:49 -0800,"kansas city, mo",Eastern Time (US & Canada) 569531387629318144,negative,1.0,Customer Service Issue,0.6704,US Airways,,TravelingProf,,0,@USAirways I have been calling for 3 days!,,2015-02-22 08:17:18 -0800,"Great Barrington, MA",Eastern Time (US & Canada) 569529813121290240,negative,1.0,Cancelled Flight,1.0,US Airways,,AndrewAquilante,,0,"@USAirways between 3 of us, it is costing over $1000 to get home TODAY for no reason... Where do I send my receipts to be reimbursed?",,2015-02-22 08:11:03 -0800,"Phoenixville, PA",Eastern Time (US & Canada) 569529416155402240,negative,1.0,Flight Attendant Complaints,0.7011,US Airways,,tjvandy,,1,@USAirways F623 DEN:PHX. Serious display of poor customer service exhibited by flight crew today. #newamericanairline #cheapslogannotmotto,,2015-02-22 08:09:28 -0800,colorado,Central Time (US & Canada) 569529412196167682,negative,1.0,Cancelled Flight,1.0,US Airways,,agatha721,,1,@USAirways Thanks for Cancelled Flighting my flight tomorrow and not reFlight Booking Problems me on another one. #usairwaysfail,,2015-02-22 08:09:27 -0800,,Eastern Time (US & Canada) 569528768148041728,negative,1.0,Cancelled Flight,1.0,US Airways,,mrsrmc,,0,"@USAirways any chance u can help our family rebook their flight that was Cancelled Flightled, #4487?",,2015-02-22 08:06:54 -0800,, 569528550589464576,negative,1.0,Flight Attendant Complaints,0.3526,US Airways,,ajshaff616,,0,"@USAirways flight 623 den to phx: flight attdt decides to stay downtown and be an hour Late Flight so entire flight delayed, she better get fired!",,2015-02-22 08:06:02 -0800,, 569528410684461057,negative,1.0,Customer Service Issue,0.6558,US Airways,,bhick1a,,0,"@USAirways how aggravating, zone 5 boarded, overhead empty but forcing bag check. Better not loose bag again! flt1727 http://t.co/w3XS6TVpZg","[39.87309176, -75.24413798]",2015-02-22 08:05:29 -0800,"Pennsauken, NJ",Eastern Time (US & Canada) 569528409723969537,negative,1.0,Lost Luggage,1.0,US Airways,,VikingJim60,,0,@USAirways 40 minutes in baggage claim and no sign of luggage from our flight. UsAirways- your incompetence is overwhelming,,2015-02-22 08:05:28 -0800,"Doylestown, PA",Eastern Time (US & Canada) 569528105557053442,negative,1.0,Customer Service Issue,0.7013,US Airways,,smw04,,0,"@USAirways @msscottwg ""That's unusual"" means we screwed up but will never admit to it! #GoingForGreatnessFAIL",,2015-02-22 08:04:16 -0800,,Atlantic Time (Canada) 569527721916796929,negative,1.0,Customer Service Issue,0.6722,US Airways,,mzedeck,,0,"@USAirways horrible customer service, flying from Miami to Philadelphia, sent to Charlotte, now can't get out of Charlotte!",,2015-02-22 08:02:44 -0800,,Eastern Time (US & Canada) 569527440499978240,negative,1.0,Customer Service Issue,1.0,US Airways,,NQ1977,,0,@USAirways have had a medical issue Late Flight yesterday and need to change my flight today been on hold for an hour and still not through,,2015-02-22 08:01:37 -0800,England,London 569527205291802624,positive,1.0,,,US Airways,,BRizzyberg27,,0,@USAirways Mellani B. and whole team in Columbia SC are absolute superstars. Incredibly helpful.,,2015-02-22 08:00:41 -0800,"75 Drayton Park, London, UK",Quito 569526583473483776,negative,1.0,Late Flight,1.0,US Airways,,smw04,,1,"@USAirways @nburnside26 U hate delays, too? But u have her $$ & are holding her hostage! #GoingForGreatnessFAIL",,2015-02-22 07:58:13 -0800,,Atlantic Time (Canada) 569526164575924225,positive,0.7149,,0.0,US Airways,,RobinCBNNews,,0,"@USAirways please thank Mellie at CAE, Tammy in baggage claim at CLT 4 #excellent customer service 2day, BUT I have a complaint.",,2015-02-22 07:56:33 -0800,, 569526029859094528,negative,1.0,Customer Service Issue,0.6768,US Airways,,vasisht,,0,@USAirways @AmericanAir my friends are stranded at KPHL and the representatives there won't even give them food vouchers…any help please?,,2015-02-22 07:56:01 -0800,A galaxy far far away,Eastern Time (US & Canada) 569525811704934401,negative,1.0,Customer Service Issue,1.0,US Airways,,ClaudOakeshott,,0,@USAirways how is it possible that you don't have a call back service? An automated message telling us to call back Late Flightr is so unhelpful.,,2015-02-22 07:55:09 -0800,Washington DC, 569525690615205888,neutral,0.6559,,0.0,US Airways,,dailylaurel,,0,@USAirways i want an Icecream baby...,,2015-02-22 07:54:40 -0800,Bruxelle-Paris-Marseille-(BPM),Athens 569525679823425536,negative,0.6917,Flight Attendant Complaints,0.3727,US Airways,,sunmoorthy,,0,@USAirways I have a MAJOR complaint that I want to address w/you about my hand luggage courtesy check-in. What's the best way to do this?,"[38.92102632, -76.9969392]",2015-02-22 07:54:38 -0800,"Arlington, VA",Eastern Time (US & Canada) 569525636575793152,negative,1.0,Flight Attendant Complaints,0.6571,US Airways,,smw04,,0,"@USAirways @Sb5551 Um, WE knew this storm was coming, ? Is why didn't USeless Air? Staff accordingly u idiots!",,2015-02-22 07:54:27 -0800,,Atlantic Time (Canada) 569525480178769920,negative,1.0,Customer Service Issue,0.6703,US Airways,,ClaudOakeshott,,0,@USAirways you can't control the weather but you can control customer service. Without luggage for 24 hours & still yet to speak to a human.,,2015-02-22 07:53:50 -0800,Washington DC, 569525150263214080,negative,1.0,Customer Service Issue,1.0,US Airways,,BellaSal,,1,@USAirways Collectively since Friday I've been on hold with customer service for over 3 hrs. My issue is not resolved... so frustrated!,,2015-02-22 07:52:31 -0800,"Pittsburgh, Pa", 569525116725567491,negative,1.0,Lost Luggage,0.6364,US Airways,,sebastian_mcfox,,0,@USAirways The automated message isn't helpful and it's impossible to speak with a human right now. Desperately need our luggage :(,,2015-02-22 07:52:23 -0800,, 569524522291892226,neutral,0.6735,,0.0,US Airways,,dailylaurel,,0,@USAirways i ve been told that you get a percentage on every plastic bottle that is sold around yout departure section...turn up the heat,,2015-02-22 07:50:02 -0800,Bruxelle-Paris-Marseille-(BPM),Athens 569524497377861632,positive,1.0,,,US Airways,,LividFiction,,0,@USAirways On re-accommodation number Lisa (Liza?) in Raleigh was very helpful,,2015-02-22 07:49:56 -0800,"Thicktown, Thickania",Eastern Time (US & Canada) 569524026294571008,negative,1.0,Flight Booking Problems,0.7149,US Airways,,amymariaw,,0,@USAirways @Expedia 7 Hours for my friend to rebook his trip to Korea after @USAirways Cancelled Flightled a connecting flight to Chicago = IDIOTIC.,,2015-02-22 07:48:03 -0800,"Elizabeth, PA",Quito 569523635171405824,neutral,1.0,,,US Airways,,dailylaurel,,0,@USAirways at least they make you run so you want yo buy this fresh diet coke...nice bizness plan. Its all about marketing right?,,2015-02-22 07:46:30 -0800,Bruxelle-Paris-Marseille-(BPM),Athens 569523377842606080,negative,1.0,Customer Service Issue,1.0,US Airways,,lincord88,,0,@USAirways your customer service is atrocious.,,2015-02-22 07:45:29 -0800,"Washington, DC",Eastern Time (US & Canada) 569523293356630016,negative,1.0,Customer Service Issue,0.6204,US Airways,,dailylaurel,,0,@USAirways my option is to use twitter. Most of the people working for u have no clue what they do. they tell you to go to A4 but its b16,,2015-02-22 07:45:09 -0800,Bruxelle-Paris-Marseille-(BPM),Athens 569523240252661760,neutral,0.6498,,0.0,US Airways,,vasisht,,0,@USAirways @AmericanAir any help regarding flights out of KPHL would be much appreciated,,2015-02-22 07:44:56 -0800,A galaxy far far away,Eastern Time (US & Canada) 569522820725788674,negative,0.684,Customer Service Issue,0.684,US Airways,,vasisht,,0,"@USAirways my friends are stuck at KPHL and not getting any help from anyone, can you guys contact them please?",,2015-02-22 07:43:16 -0800,A galaxy far far away,Eastern Time (US & Canada) 569522534724403201,negative,1.0,Customer Service Issue,1.0,US Airways,,clarkhook,,0,@USAirways what is the expected wait time to speak to someone via 800 number?,,2015-02-22 07:42:08 -0800,"Franklin, TN",Eastern Time (US & Canada) 569522479049400320,negative,1.0,Bad Flight,0.6952,US Airways,,corybronze,,3,"@USAirways My family, friends and colleagues will NEVER fly USAir again. Bad weather happens. The good airlines seem to communicate better.",,2015-02-22 07:41:54 -0800,, 569521573268480002,negative,0.6923,Flight Booking Problems,0.6923,US Airways,,ALfamilyoffour,,0,@USAirways my in-laws flight Cancelled Flighted 4 tonight. U auto rebooked 4 flight on Tuesday that doesn't work. Can you help reFlight Booking Problems them?,,2015-02-22 07:38:18 -0800,Alabama,Central Time (US & Canada) 569519918833643521,negative,0.6669,Customer Service Issue,0.6669,US Airways,,TravelingProf,,0,"@USAirways @AmericanAir Almost half hour on hold. My cell phone battery is dying. Thanks for your loyalty from a ""Platinum"" member",,2015-02-22 07:31:44 -0800,"Great Barrington, MA",Eastern Time (US & Canada) 569519156502106112,negative,1.0,Customer Service Issue,0.6596,US Airways,,TravelingProf,,0,@USAirways Now going on 26 minutes on hold.,,2015-02-22 07:28:42 -0800,"Great Barrington, MA",Eastern Time (US & Canada) 569519040504287232,negative,1.0,Can't Tell,1.0,US Airways,,burseka,,0,@USAirways u guys suck,,2015-02-22 07:28:15 -0800,, 569519007965061121,negative,1.0,Customer Service Issue,1.0,US Airways,,MrRenevendez,,0,@USAirways you keep suggesting people call 800-428-4322 but we just end up on hold for hours. You seriously don't have a better method?!,,2015-02-22 07:28:07 -0800,Where you least need me to be, 569518608797323265,negative,1.0,Customer Service Issue,1.0,US Airways,,danielfine,,0,"@USAirways your customer service is a joke. First a mechanical Cancelled Flightation, now weather. On hold since 5:30 am. No humans. Pls call me!",,2015-02-22 07:26:32 -0800,"Phila, Princeton, NYC. ",Eastern Time (US & Canada) 569518382883704832,negative,0.6721,Customer Service Issue,0.3689,US Airways,,JoanEisenstodt,,0,@USAirways Handled. I found tkt on floor dropped by someone. No way - I’m in wheelchair - to get to podium.,,2015-02-22 07:25:38 -0800,"Washington, DC",Eastern Time (US & Canada) 569518200410546176,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,VikingJim60,,0,"@USAirways 100 feet from the gate at PHL, but no ground crew. You can't make this up.",,2015-02-22 07:24:54 -0800,"Doylestown, PA",Eastern Time (US & Canada) 569516370506993664,negative,1.0,Cancelled Flight,1.0,US Airways,,AndrewAquilante,,0,"@USAirways why did you Cancelled Flight flight 1773 to phl, while delta flew a flight at the same time, on time? you Cancelled Flighted for no reason",,2015-02-22 07:17:38 -0800,"Phoenixville, PA",Eastern Time (US & Canada) 569514501730643968,negative,1.0,Customer Service Issue,0.6533,US Airways,,chresten725,,0,@USAirways agent won't hold for connection arriving Late Flight. 7 min before departure time but 3 min too Late Flight. Flt 1903 gate c19. Disappointed,,2015-02-22 07:10:12 -0800,"Cincinnati, OH",Eastern Time (US & Canada) 569514031695962112,negative,0.6522,Customer Service Issue,0.6522,US Airways,,grpriolo,,0,@USAirways no one is coming to line. On hold for 4 hours. Can u help here if I provide conf code?,,2015-02-22 07:08:20 -0800,, 569513151517073408,positive,0.6655,,0.0,US Airways,,JessicaRyckman,,0,"@USAirways worked w/ Tiffany H at cust service desk in Charlotte and she was helpful and patient. Still stuck, but she was great.",,2015-02-22 07:04:51 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569513103970455552,negative,1.0,Late Flight,0.3428,US Airways,,corybronze,,0,@USAirways I can't wait for the @nytimes and @WSJ to find out how poorly @USAirways handled this situation. #shameful http://t.co/HHOxQPsUbA,,2015-02-22 07:04:39 -0800,, 569512656274468864,negative,1.0,Cancelled Flight,0.3364,US Airways,,corybronze,,0,@USAirways Hmmm. Did the flight even really exist or did they just create it last night to get people off their backs? #usairsucks,,2015-02-22 07:02:52 -0800,, 569512408420622336,negative,1.0,Cancelled Flight,1.0,US Airways,,corybronze,,0,@USAirways And the lies continue. Just waited another hr to get boarding passes for flight supposedly created today which is now Cancelled Flightled?!,,2015-02-22 07:01:53 -0800,, 569512132494159872,negative,1.0,Cancelled Flight,0.6526,US Airways,,Harrycookiv,,0,@USAirways been on hold 2 hours for a Cancelled Flighted flight. I understand the delay. I don't understand you auto-reFlight Booking Problems me on TUESDAY. HELP!,"[39.52438256, -74.70144898]",2015-02-22 07:00:48 -0800,The Land of Twitter,Mountain Time (US & Canada) 569510808847196160,negative,1.0,Customer Service Issue,1.0,US Airways,,sturtwood,,0,@USAirways @nanceebing 4 hour hold times at the moment...and counting. #disgrace,,2015-02-22 06:55:32 -0800,"Unley Oval, Norwood SA", 569509671213662208,negative,0.6724,Customer Service Issue,0.6724,US Airways,,nanceebing,,0,@USAirways I did they are busy,,2015-02-22 06:51:01 -0800,south beach/ LA / NC,Eastern Time (US & Canada) 569509520034156544,negative,0.6769,Late Flight,0.6769,US Airways,,dickie_megan,,0,@USAirways Thank you glad to be home. There were lots of delays with the plane and flight crew didn't show up. It was very frustrating.,,2015-02-22 06:50:25 -0800,, 569509505022746624,negative,0.6495,Customer Service Issue,0.6495,US Airways,,ChristineStorch,,0,@USAirways your people are kind and hardworking the infrastructure you have given them is horrid #massivefail #failphone #fail,,2015-02-22 06:50:21 -0800,"Winston-Salem, NC",Eastern Time (US & Canada) 569508277026983937,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,SamanthaKayeA,,0,@USAirways flight #3739 leaving CVG. Gate agent had no computer and counted passengers on paper. I feel safe.,,2015-02-22 06:45:28 -0800,"Cincinnati, OH",Eastern Time (US & Canada) 569507677501595649,neutral,1.0,,,US Airways,,nanceebing,,0,@USAirways but need to confirm please help,,2015-02-22 06:43:05 -0800,south beach/ LA / NC,Eastern Time (US & Canada) 569507632509267968,negative,0.6862,Can't Tell,0.3533,US Airways,,nanceebing,,0,@USAirways but have to return car to clt can I skip my flgjt back tonight from gso to clt and pick up at clt to fll I was told yes,,2015-02-22 06:42:55 -0800,south beach/ LA / NC,Eastern Time (US & Canada) 569507522412986368,negative,1.0,Cancelled Flight,1.0,US Airways,,nanceebing,,0,@USAirways big problem!!! Fll to clt then got off on clt but my fly to gso is Cancelled Flightled had to rent a car to get to my pops funeral,,2015-02-22 06:42:28 -0800,south beach/ LA / NC,Eastern Time (US & Canada) 569507349548957696,negative,1.0,Customer Service Issue,0.6789,US Airways,,HollyAlfano,,0,@USAirways - on hold 45 minutes trying to rebook Cancelled Flightled flight. Really?,,2015-02-22 06:41:47 -0800,"Washington, DC",Eastern Time (US & Canada) 569506974930481153,negative,1.0,Cancelled Flight,1.0,US Airways,,jnuvola,,0,"@USAirways flight today Cancelled Flighted in phl, dozens of other flights still going. On hold for 3hrs. I need to get to my job interview!!!",,2015-02-22 06:40:18 -0800,Philadelphia,Eastern Time (US & Canada) 569506361266085888,negative,1.0,Customer Service Issue,1.0,US Airways,,PrRiesenberg,,0,"@USAirways my brother @BRizzyberg27 missed his flight traveling home for a funeral and can't get through to the call center, can you help?",,2015-02-22 06:37:52 -0800,, 569506137013420032,negative,1.0,Cancelled Flight,0.6339,US Airways,,PBR2nd,,0,@usairways my flight has been Cancelled Flightled. On hold for 2+ hrs to reschedule. Need help now. Taking way too long http://t.co/NeHnsDCkTY,,2015-02-22 06:36:58 -0800,"Charlotte, NC",Eastern Time (US & Canada) 569505992163135490,negative,0.6809,Can't Tell,0.6809,US Airways,,TrailerBrides,,0,@USAirways how does it feel to have almost everyone hate you?,,2015-02-22 06:36:24 -0800,scrummy hooker ,Central Time (US & Canada) 569504928810414080,negative,1.0,Can't Tell,1.0,US Airways,,Katycarlson,,0,@USAirways waiting for you to figure it out. This is unacceptable.,,2015-02-22 06:32:10 -0800,America ,Central Time (US & Canada) 569504866260930560,negative,1.0,Cancelled Flight,1.0,US Airways,,pbmccarron,,0,"@USAirways Flight Cancelled Flightled due to ""weather conditions"" in arrival city. Uh...I don't think so.",,2015-02-22 06:31:55 -0800,US of A,Eastern Time (US & Canada) 569504813915832321,negative,1.0,Bad Flight,0.6501,US Airways,,Katycarlson,,0,@USAirways the plane i am on is having mechanical issues. Why cant i get off and get on a new flight? Now i have missed my connecting flight,,2015-02-22 06:31:43 -0800,America ,Central Time (US & Canada) 569504566380797952,negative,1.0,Cancelled Flight,1.0,US Airways,,pbmccarron,,0,@USAirways Good grief! Flight Cancelled Flightled. Been on hold since 0400.,,2015-02-22 06:30:44 -0800,US of A,Eastern Time (US & Canada) 569500867159699456,negative,1.0,Customer Service Issue,1.0,US Airways,,drgitlin,,0,@USAirways ANSWER THE BLOODY PHONE!,,2015-02-22 06:16:02 -0800,20001,Eastern Time (US & Canada) 569500787849728001,negative,1.0,longlines,0.6885,US Airways,,emilyedawson,,0,@USAirways needs to get it together in Indy. Only 2 ticket agents and a line to the door. Felt bad for ppl who missed their flights.,,2015-02-22 06:15:43 -0800,,Central Time (US & Canada) 569500607637262336,negative,1.0,Customer Service Issue,0.35700000000000004,US Airways,,sydsimone,,0,"@USAirways you got to be ""F""ing kidding me Usairways, 2hours on hold listening to yall selling loans and Valentine Flowers...SMFH",,2015-02-22 06:15:00 -0800,, 569499262855331840,neutral,1.0,,,US Airways,,BritalmegChris,,0,@USAirways one question. Can I book one way tickets with award travel/points,,2015-02-22 06:09:39 -0800,, 569497632361594880,negative,1.0,Customer Service Issue,1.0,US Airways,,BritalmegChris,,0,@USAirways so upset with customer service. I have a simple question and the phone system has disconnected me all day today and yesterday.,,2015-02-22 06:03:10 -0800,, 569496193249767424,negative,1.0,Cancelled Flight,0.6684,US Airways,,LordJuiblex,,0,@USAirways Our flight was Cancelled Flightled & chaos abounds. I am in good humour. Please give me free everything to appease me.,,2015-02-22 05:57:27 -0800,, 569496169652428800,neutral,0.6811,,0.0,US Airways,,JulieMerks,,0,"@USAirways, if I rebook on another airline after my flight was Cancelled Flightled, do you reimburse? I need to get home today, not Tuesday.",,2015-02-22 05:57:22 -0800,,Eastern Time (US & Canada) 569496068255195137,neutral,1.0,,,US Airways,,Hayden_Ehlich,,0,@USAirways how do I reserve my seat on the AA flight I transfer to from ORD to EVV?,,2015-02-22 05:56:58 -0800,Blue Ridge High School,Atlantic Time (Canada) 569496017210462208,negative,1.0,Late Flight,0.6807,US Airways,,DestEurope,,1,@USAirways passengers sitting on plane for two hours flight #4663 from CMH!!! All other flights have left #usairwaysfail #worstairlineever,,2015-02-22 05:56:45 -0800,"Columbus, OH",Eastern Time (US & Canada) 569495664729726976,negative,1.0,Customer Service Issue,1.0,US Airways,,Jabis4,,0,@USAirways GF was on hold for 4 hours and call was dropped!!! HELP!!!!! Need a flight!!!,,2015-02-22 05:55:21 -0800,VT,Eastern Time (US & Canada) 569495613173309441,negative,0.6604,Late Flight,0.6604,US Airways,,Kurt_Wirth,,0,"@USAirways Never heard back, but this would help: Any chance I could bump up my flight time closer to 3pm today? I'm on flight 3960.",,2015-02-22 05:55:09 -0800,"ÜT: 43.182918,-77.651224",Eastern Time (US & Canada) 569495604944089088,positive,0.6556,,,US Airways,,mayic1963,,0,@USAirways Good morning.,,2015-02-22 05:55:07 -0800,, 569494421345046528,negative,1.0,Late Flight,0.6617,US Airways,,T2inSF,,0,"@USAirways #Overbooked SXM-CLT delayed deplaning extra passengers. #missedconnection #forcedovernight #CLT, no lodging/food. Disappointed.","[36.24269903, -86.10760197]",2015-02-22 05:50:25 -0800,San Francisco,Pacific Time (US & Canada) 569494270966685696,negative,1.0,Late Flight,0.3477,US Airways,,Erika_Ferg,,0,@USAirways you need to figure your scheduling out! #worstflightexperienceever #getmehome,,2015-02-22 05:49:49 -0800,Wisconsin,Central Time (US & Canada) 569493923451834369,negative,1.0,Cancelled Flight,0.6699,US Airways,,drewdenker,,0,@USAirways claimed my flight Cancelled Flighted because PHL runway not good but Delta flight at same exact time is taking off on time.,,2015-02-22 05:48:26 -0800,, 569493018081947649,negative,1.0,Late Flight,0.3541,US Airways,,NatureNerdness,,0,@USAirways 23 min on hold... Drove 2.5 hours to get my delayed bag. I just want to pick it up at SJU.,,2015-02-22 05:44:50 -0800,, 569492838448300032,negative,1.0,Customer Service Issue,1.0,US Airways,,drgitlin,,0,"@USAirways I’ve been on hold for 36 minutes now, any time you want to answer the phone that would be great.",,2015-02-22 05:44:08 -0800,20001,Eastern Time (US & Canada) 569492459258056704,negative,1.0,Cancelled Flight,1.0,US Airways,,VELO143,,0,@USAirways seriously!!! Flight Cancelled Flighted. Auto rebooked to Tuesday??? Then 3hr 26min on hold for nothing. Renting car. Want refund!!!!,,2015-02-22 05:42:37 -0800,New York State of Mind,Eastern Time (US & Canada) 569492269000204288,negative,0.6628,Lost Luggage,0.6628,US Airways,,cgahl,,0,@USAirways lost bags. Cant reach human. delivery driver says he won't give us carseat until we return loaner. We hv NO loanr.5084773604 HELP,,2015-02-22 05:41:52 -0800,, 569492208203776000,neutral,0.7093,,0.0,US Airways,,grpriolo,,0,@USAirways 8am flight to mco canld & resch 1:30.If we opt for 8 am depart tom will us air allow cng return day from sat to sun w/o penalty?,,2015-02-22 05:41:37 -0800,, 569492106923806720,negative,1.0,Customer Service Issue,1.0,US Airways,,kathrynstwtr,,0,"@usairways trick for getting into your hold queue? I've been calling since Thursday and keep getting the ""call back Late Flightr"" message",,2015-02-22 05:41:13 -0800,Pittsburgh,Eastern Time (US & Canada) 569491590105980929,positive,1.0,,,US Airways,,TRGTALP,,0,@USAirways Many thanks for your reply! http://t.co/6CGFv02gzb,,2015-02-22 05:39:10 -0800,"Leeds, West Yorkshire",London 569491240481382400,negative,1.0,Customer Service Issue,1.0,US Airways,,Dcobbkillingit,,1,@USAirways instead of tweeting your customers apologizing why don't you pick up your phone,,2015-02-22 05:37:47 -0800,wherever uncle sam sends me,Eastern Time (US & Canada) 569490688569679872,negative,1.0,Late Flight,1.0,US Airways,,LividFiction,,0,@USAirways I really appreciate there not being an easy way to get another flight when mine has been delayed over 2hrs for mechanical reasons,,2015-02-22 05:35:35 -0800,"Thicktown, Thickania",Eastern Time (US & Canada) 569489753332191232,negative,1.0,Lost Luggage,0.6871,US Airways,,WarrickHoward,,0,@USAirways My bags were supposed to be delivered to NYC last night (missing since Thurs) but are not here. Can someone call me?,,2015-02-22 05:31:52 -0800,,London 569489006955769856,negative,1.0,Flight Booking Problems,0.6308,US Airways,,scottcullen,,0,@USAirways took me 4+ hours to book flights yesterday due to system errors between you and @AmericanAir. paid $320 extra due to time lapse,,2015-02-22 05:28:54 -0800,,Quito 569488962324172801,negative,1.0,Cancelled Flight,0.6645,US Airways,,jlock,,0,@USAirways on hold with 800-428-4322. Flight from DSM to DCA was Cancelled Flighted (4473). Know when it will fly?,,2015-02-22 05:28:43 -0800,"Arlington, VA",Eastern Time (US & Canada) 569488002361249792,negative,1.0,Late Flight,0.6477,US Airways,,AbiBarrow,,0,@USAirways - almost 2 hrs 30 mins on hold - any idea how much longer?,,2015-02-22 05:24:54 -0800,"Cambridge, Ma", 569487757741051904,negative,1.0,Can't Tell,0.6561,US Airways,,corybronze,,1,@USAirways This was a real life exercise in crisis management which @USAirways failed miserably. Some compensation would go a long way.,,2015-02-22 05:23:56 -0800,, 569487317917958144,negative,1.0,Late Flight,1.0,US Airways,,corybronze,,0,@USAirways Ten hrs Late Flightr and still here on Army cots @ airport waiting for 11am flight. #poorlyhandled #usairheads http://t.co/18fMr06mn6,,2015-02-22 05:22:11 -0800,, 569487075797565440,negative,0.6652,Late Flight,0.6652,US Airways,,VikingJim60,,0,"@USAirways ""good news. We've located the crew and made contact with them"". flight was supposed to leave 4 minutes ago. #usairwaysfail",,2015-02-22 05:21:14 -0800,"Doylestown, PA",Eastern Time (US & Canada) 569485322431696896,negative,1.0,Customer Service Issue,0.6753,US Airways,,benjosephson,,0,@USAirways been on hold 2+ hours trying to reschedule Cancelled Flightled DCA-BOS flight. Can anyone help?,,2015-02-22 05:14:16 -0800,,Central Time (US & Canada) 569485181633089536,negative,1.0,Customer Service Issue,0.6997,US Airways,,dstorres,,0,@USAirways @AmericanAir Also your on-hold message is trying to sell Valentines Day gifts. Over a week Late Flight. Sounds about right for USAir,,2015-02-22 05:13:42 -0800,"MA, USA",Eastern Time (US & Canada) 569484935557484544,negative,0.6578,Customer Service Issue,0.6578,US Airways,,dstorres,,0,@USAirways @AmericanAir stranded in North Carolina and trying to figure out options but can't get anyone to talk to,,2015-02-22 05:12:43 -0800,"MA, USA",Eastern Time (US & Canada) 569484900828491776,negative,1.0,Customer Service Issue,1.0,US Airways,,sydsimone,,0,"@USAirways and at this point I don't need sorry, I need a revers agt to pick up the call so maybe we can make the 11:30 flight today",,2015-02-22 05:12:35 -0800,, 569484781668458496,negative,1.0,Cancelled Flight,0.3648,US Airways,,BrianNewcomb,,0,@USAirways sad experience today on 4663. Family on Southwest direct to MCO. My loyalty to USAir = not vacationing with my boys today.,,2015-02-22 05:12:07 -0800,"Columbus, Ohio USA",Quito 569484638219071488,negative,1.0,Customer Service Issue,1.0,US Airways,,dstorres,,0,@USAirways @AmericanAir is there anyone answering phones today??? Listening to same damn messages for 1:10 minutes,,2015-02-22 05:11:32 -0800,"MA, USA",Eastern Time (US & Canada) 569484458744807425,negative,1.0,Customer Service Issue,1.0,US Airways,,mturkos,,0,"@USAirways I have LITERALLY been on hold since 3am est.PlatinumEventually hung up & again back on hold. Understand weather, but ridiculous.",,2015-02-22 05:10:50 -0800,"Belmar, NJ",Quito 569484387055734784,positive,1.0,,,US Airways,,ibeejd,,0,"@USAirways job well done from your Philly employee running check,in today. (Tabitha?) helped us in an emergency & vacation saved!!!",,2015-02-22 05:10:33 -0800,,America/New_York 569483987564961792,negative,1.0,Customer Service Issue,0.6655,US Airways,,sydsimone,,0,"@USAirways was on hd for 1hr and 3min at 3:00am since my flgt from DCA to MSY was Cancelled Flightled, still trying to get out. On hold now 50minssss",,2015-02-22 05:08:57 -0800,, 569483885404413952,negative,1.0,Cancelled Flight,0.6838,US Airways,,VikingJim60,,0,"@USAirways you can't control the weather but you CAN control your systems, processes, people and attitudes. #anotherfail",,2015-02-22 05:08:33 -0800,"Doylestown, PA",Eastern Time (US & Canada) 569483303067131905,negative,1.0,Late Flight,1.0,US Airways,,LaChavalina,,0,@USAirways You are 0 for 3 so far in on-time flights on this vacation.,,2015-02-22 05:06:14 -0800,"Pony Paradise, VA",Arizona 569482278646124544,negative,1.0,Customer Service Issue,1.0,US Airways,,conz,,0,@USAirways I just got hanged up on trying to get to an agent. Can you help?,,2015-02-22 05:02:10 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569481844300898304,negative,1.0,Can't Tell,0.6197,US Airways,,msk2216Matt,,0,@USAirways looks like you lost another customer when you stranded @41CGQueen at CLT she vows never to fly with you again #smoothtransition,,2015-02-22 05:00:26 -0800,, 569480594419281920,negative,1.0,Late Flight,1.0,US Airways,,CakeNDeath,,0,@USAirways @AmericanAir working for me. Tight cx @Mia so they're delaying our flight. Twice. In 20 secs @jabevan221 http://t.co/G3Uy6w28QH,,2015-02-22 04:55:28 -0800,Old City Philly, 569479822226952192,negative,1.0,Cancelled Flight,1.0,US Airways,,hkmonmjh,,0,"@USAirways my flight got Cancelled Flightled to Charlotte. Been on hold for an hour, pls pick up!",,2015-02-22 04:52:24 -0800,, 569478023839416320,negative,1.0,Customer Service Issue,0.6657,US Airways,,JulesMonacelli,,0,@USAirways now on hold for 2 hrs 20 min. This is ridiculous,,2015-02-22 04:45:15 -0800,"Rochester, NY",Eastern Time (US & Canada) 569477458023616512,negative,1.0,Customer Service Issue,1.0,US Airways,,RealDaveOrtiz,,0,"@USAirways why don't you hire people to deal with the call volume, this is absolute garbage #incompetent",,2015-02-22 04:43:01 -0800,"iPhone: 39.285219,-76.622649",Quito 569475215832387584,negative,1.0,Late Flight,1.0,US Airways,,Sb5551,,0,@USAirways unfortunately patience won't get me to my boat that leaves at 4 pm. I was on hold watching all flights fill up.,,2015-02-22 04:34:06 -0800,, 569472446954389504,negative,1.0,Cancelled Flight,1.0,US Airways,,JulesMonacelli,,0,@USAirways not happy!! Trying to get home on Cancelled Flighted flight& been on hold for 2 hours. Help!! This is just crazy...,,2015-02-22 04:23:06 -0800,"Rochester, NY",Eastern Time (US & Canada) 569472029717610496,negative,1.0,Cancelled Flight,0.6715,US Airways,,Marci_DZ,,0,"@USAirways wow.. Flight Cancelled Flightled, slept on the floor at the airport and now flight delayed",,2015-02-22 04:21:26 -0800,,Eastern Time (US & Canada) 569470776576880640,negative,1.0,Customer Service Issue,1.0,US Airways,,Kerberos_XSN,,0,@USAirways @jtrexsocial i fell asleep from a call i placed midght.. guess what still on hold 7 am,,2015-02-22 04:16:28 -0800,,Atlantic Time (Canada) 569470441573609473,negative,1.0,Customer Service Issue,0.6848,US Airways,,Kerberos_XSN,,0,@USAirways my phone has been on hold since midght fkn 7 hrs of hold ?? Unacceptable!!!!!!!!,"[25.7789761, -80.1353923]",2015-02-22 04:15:08 -0800,,Atlantic Time (Canada) 569470268474683393,negative,1.0,Late Flight,0.6684,US Airways,,Kerberos_XSN,,0,@USAirways 8 hrs of wait time is unbelieavle unaccpetable biggest airline in the world should have failback call centers,"[25.7789509, -80.1353866]",2015-02-22 04:14:26 -0800,,Atlantic Time (Canada) 569469169927720960,negative,1.0,Customer Service Issue,1.0,US Airways,,dailylaurel,,0,@USAirways once again your company actualy put people in weird situations.Your hostel voucher was fake.Snow is ok but no lies please,,2015-02-22 04:10:04 -0800,Bruxelle-Paris-Marseille-(BPM),Athens 569468659648872448,negative,1.0,Late Flight,1.0,US Airways,,ChanChoJMU07,,0,"@USAirways truly been the worst experience this weekend. Delayed, rerouted 3x, now not boarding A 715 flight and says flight is ""on time""",,2015-02-22 04:08:03 -0800,Washington DC,Eastern Time (US & Canada) 569467550100267008,negative,1.0,Flight Booking Problems,0.654,US Airways,,jednell,,0,"@USAirways OK, I guess the weather has been rough but I have been trying to sort out missing air-miles for days. Any suggestions?",,2015-02-22 04:03:38 -0800,, 569466525297590272,negative,1.0,Customer Service Issue,0.6808,US Airways,,mnorouzi,,0,"@USAirways - what a disaster! Flight 3739, missed passenger count by 5 since it was done manually!! Really???","[39.05365524, -84.65487604]",2015-02-22 03:59:34 -0800,, 569465622301552641,negative,1.0,Customer Service Issue,1.0,US Airways,,WheresRUsso,,0,@USAirways ever think about hiring more agents? Come on now. Don't you think 4 hour holds is a little ridiculous? Get a clue,,2015-02-22 03:55:59 -0800,,Eastern Time (US & Canada) 569465299495358466,negative,0.6511,Bad Flight,0.3591,US Airways,,NCRavens97,,0,@USAirways XNA has TSA Precheck! Would be nice if your system knew that.,,2015-02-22 03:54:42 -0800,,Eastern Time (US & Canada) 569464902164856832,negative,1.0,longlines,0.3569,US Airways,,AdrianMartinG15,,0,@Sb5551 Sounds like @USAirways should have planned better since this weather was no surprise. Completely unacceptable wait times!!!,,2015-02-22 03:53:07 -0800,, 569464183374385152,negative,1.0,Customer Service Issue,1.0,US Airways,,AdrianMartinG15,,0,@USAirways 4 hours on hold to change a Cancelled Flightled flight. Completely unacceptable!!!,,2015-02-22 03:50:16 -0800,, 569463954155700224,negative,1.0,Cancelled Flight,1.0,US Airways,,JesusAmorbang,,0,@USAirways We've been on hold for over 7 hours after my wife's flight was Cancelled Flighted.,,2015-02-22 03:49:21 -0800,, 569463202817417216,negative,1.0,Late Flight,0.7158,US Airways,,stevenbattle,,0,@USAirways forgot to call in the copilot so we're stuck on the plane in PHL. Looking fwd to being stranded in CLT. Day 2 of flight fails.,,2015-02-22 03:46:22 -0800,"philadelphia, pa",Eastern Time (US & Canada) 569459836389335040,negative,1.0,Lost Luggage,0.3732,US Airways,,rylietolbert15,,0,@USAirways your airline also delayed our bags to us for 4 hours & refused to ship them to our local airport #disappointed #stillbagless,"[39.25956567, -76.70131545]",2015-02-22 03:32:59 -0800,New York, 569459455273897984,negative,1.0,Customer Service Issue,0.6995,US Airways,,ChrisWalters_WV,,0,@USAirways have you ever lost luggage with an infant and a 4 year old? Then customer service never answered the phone. I've tried all night.,,2015-02-22 03:31:28 -0800,West Virginia,Central Time (US & Canada) 569459269394956288,negative,1.0,Cancelled Flight,1.0,US Airways,,ChrisWalters_WV,,0,"@USAirways worst experience with you. Cancelled Flightled flight, no voucher and no luggage because ""ramp was broken."" No other ramps in Charlotte??",,2015-02-22 03:30:44 -0800,West Virginia,Central Time (US & Canada) 569457108355289088,negative,1.0,Can't Tell,0.6701,US Airways,,BigFishRealtor,,0,@USAirways worst experience ever!!!!,,2015-02-22 03:22:09 -0800,America, 569456923663151104,negative,0.6559,Flight Booking Problems,0.3441,US Airways,,mattirottstock,,0,@USAirways how do you manage to place a family of 5 into a plain with none of them sitting next to each other one of them being a 3yr old,,2015-02-22 03:21:25 -0800,"iPhone: 36.845329,-75.993790",Eastern Time (US & Canada) 569456828511326208,negative,1.0,Late Flight,0.6478,US Airways,,CJLarcheveque,,0,"@USAirways @AmericanAir Suggestions , been on hold 2 hrs for flight that is now about to pass departure...Dealing w ny weather, need change",,2015-02-22 03:21:02 -0800,"Charlotte, NC", 569454891644674049,negative,1.0,Cancelled Flight,0.6777,US Airways,,lawrenceerror,,0,"@USAirways @AmericanAir I was meant to fly on Sat, you just made it Tues, I can't afford to stay in a hotel for another TWO nights!",,2015-02-22 03:13:20 -0800,,Central Time (US & Canada) 569451523878420480,negative,1.0,Customer Service Issue,0.6583,US Airways,,minmill3,,0,@USAirways checked into my flight yesterday and have been bumped to a Tuesday flight! Unacceptable and no agents to speak to!,,2015-02-22 02:59:57 -0800,"Robesonia, PA", 569450700532535296,negative,1.0,Cancelled Flight,1.0,US Airways,,mbialkowski,,0,@USAirways flight to Des Moines Cancelled Flightled. Unacceptable to be booked on flight on Tuesday because of work commitments. 2hrs on hold,,2015-02-22 02:56:41 -0800,Des Moines,London 569443675194966016,negative,1.0,Customer Service Issue,1.0,US Airways,,drewdenker,,0,@USAirways now on hold for 90 minutes,,2015-02-22 02:28:46 -0800,, 569438126806052864,negative,1.0,Customer Service Issue,0.6818,US Airways,,drewdenker,,0,@USAirways now on hold for 75 minutes.,,2015-02-22 02:06:43 -0800,, 569437674257276930,negative,1.0,Customer Service Issue,1.0,US Airways,,pmj1234,,0,@USAirways on hold now over 2 hrs on one phone hung on 5 x on another? How do you reach a person? No weather condition makes this excusable!,,2015-02-22 02:04:55 -0800,, 569436595746684929,negative,1.0,Cancelled Flight,1.0,US Airways,,drewdenker,,0,@USAirways claims flight Cancelled Flighted due to weather at destination but Delta has not Cancelled Flighted flight on same route.,,2015-02-22 02:00:38 -0800,, 569436161032073218,neutral,1.0,,,US Airways,,LividFiction,,0,@USAirways @AmericanAir Flying from Orlando to Philly to Charlotte to Lynchburg. Saw advisory re Philly. Wld like to fly from Orl to Char,,2015-02-22 01:58:55 -0800,"Thicktown, Thickania",Eastern Time (US & Canada) 569435327544369153,negative,1.0,Can't Tell,0.6771,US Airways,,PepeStudioNYC,,1,@USAirways duh on baggage claim 2 more hours and counting .. Flights 622 & 1898 http://t.co/DkZl57uPQI,,2015-02-22 01:55:36 -0800,brooklyn,Quito 569434598825992192,negative,1.0,Customer Service Issue,1.0,US Airways,,jj_zen_,,0,@USAirways @jtrexsocial exactly! How? I've been disconnected 3 times!!!!,,2015-02-22 01:52:42 -0800,, 569432100652384256,negative,1.0,Customer Service Issue,1.0,US Airways,,amyleis_janney,,0,@USAirways 3 hrs on hold. Husband has decided we should sleep in shifts so we don't miss the phone rep. to reschedule,,2015-02-22 01:42:46 -0800,,Mid-Atlantic 569431884217909248,negative,1.0,Customer Service Issue,0.3495,US Airways,,drewdenker,,0,@USAirways just Cancelled Flighted my flight and told me to call to rebook. Been on hold for 48 minutes at 4 am and still waiting,,2015-02-22 01:41:55 -0800,, 569429468781150208,negative,1.0,Customer Service Issue,1.0,US Airways,,pmj1234,,0,@USAirways on hold for 2 hours now have been calling since Monday! I have a flight today need help now!!! #worst #NoExcusesAccepted,,2015-02-22 01:32:19 -0800,, 569421478460063745,negative,1.0,Late Flight,0.6436,US Airways,,amyleis_janney,,0,@USAirways on hold 2.5 hrs trying to reschedule our flight. Can anyone there please help us?,,2015-02-22 01:00:34 -0800,,Mid-Atlantic 569421367243878400,negative,1.0,Flight Booking Problems,1.0,US Airways,,himmelb1,,0,"@USAirways Why is my ""first available"" flight for me now Tuesday but a flight today that is ""booked ""#flt 755 available to buy online?",,2015-02-22 01:00:07 -0800,, 569419928173989889,negative,1.0,Flight Attendant Complaints,0.6383,US Airways,,PepeStudioNYC,,0,@USAirways you guys suck at JFK tonight -- oh this MORNING!!!,,2015-02-22 00:54:24 -0800,brooklyn,Quito 569419080479875072,negative,1.0,Customer Service Issue,1.0,US Airways,,bgarritty,,0,@USAirways 2 hours on hold. Still no answer. Horrible.,,2015-02-22 00:51:02 -0800,"Adelaide, Australia",Adelaide 569418962108162048,negative,1.0,Cancelled Flight,0.6523,US Airways,,KieranMahan,,0,"@USAirways @KieranMahan needs two nights at a hotel in phoenix until he can get back to Philly because of plane equipment, crazy!",,2015-02-22 00:50:34 -0800,, 569418351295926273,negative,1.0,Customer Service Issue,0.3593,US Airways,,KieranMahan,,0,"@USAirways tough night, two 90 minute calls, on hold, delayed here in Phoenix for two days because of one aircraft not ready? Not acceptable",,2015-02-22 00:48:08 -0800,, 569417702764363776,negative,1.0,Customer Service Issue,0.653,US Airways,,tkyleus,,0,@USAirways have been on hold for 58 minutes - need help USAIR - why won't you help?,,2015-02-22 00:45:34 -0800,Boston Area,Eastern Time (US & Canada) 569416670340636672,negative,1.0,Cancelled Flight,0.6729,US Airways,,amyleis_janney,,0,@USAirways we appreciate auto rescheduling our Cancelled Flightled flight-- but you have nothing sooner than Tuesday? can fly into alternate loc?,,2015-02-22 00:41:28 -0800,,Mid-Atlantic 569416236171456513,negative,1.0,Lost Luggage,0.7020000000000001,US Airways,,ajl592,,0,@USAirways after sitting on the runway for 3 hours i had to leave the airport w/o my luggage. Is this ur 1st day??,,2015-02-22 00:39:44 -0800,, 569414739694104576,negative,1.0,Customer Service Issue,0.6705,US Airways,,amyleis_janney,,0,@usairways we've been on hold for 2 hours trying to reschedule our Cancelled Flightled flight. Can anyone out there please help us?,,2015-02-22 00:33:47 -0800,,Mid-Atlantic 569408340616351744,negative,1.0,Cancelled Flight,1.0,US Airways,,tthomasser,,0,@USAirways thx for taking my $600 for a 1way then Cancelled Flightling 1st flt delay 2nd flt and u top it off by losing my one piece of luggage #usuck,,2015-02-22 00:08:22 -0800,,Central Time (US & Canada) 569407067007496192,negative,1.0,Customer Service Issue,0.6977,US Airways,,fieldhockeyfit,,0,@USAirways I have been on hold for 4 hours my flight is tomorrow do you really expect me to not sleep all night to stay on hold?!?,,2015-02-22 00:03:18 -0800,, 569406451980091392,neutral,0.6809,,,US Airways,,Dr24hours,,0,@USAirways I think it's ok.,,2015-02-22 00:00:51 -0800,East Coast City,Eastern Time (US & Canada) 569400188491730945,negative,1.0,Cancelled Flight,0.6201,US Airways,,JabbarLewis,,0,@USAirways my flight is Cancelled Flightled and you guys aren't Answering the phones what do I do ?,,2015-02-21 23:35:58 -0800,"Little Falls, NJ",Central Time (US & Canada) 569399153253429248,negative,1.0,Late Flight,0.6601,US Airways,,FollowMsMiMi,,0,"@USAirways this is ridiculous. I have a 6:00 AM flight and two hours of rest, wasted!!!",,2015-02-21 23:31:51 -0800,,Quito 569398722884280320,negative,1.0,Customer Service Issue,0.6579999999999999,US Airways,,FollowMsMiMi,,0,@USAirways been on hold for almost 2 hours trying to rebook my Cancelled Flighted flight. What in the world?!!!,,2015-02-21 23:30:09 -0800,,Quito 569395278731747329,negative,1.0,Customer Service Issue,1.0,US Airways,,clarkhook,,0,@USAirways Seriously. You can't tweet and let people know that you've got customers that have been on hold for 5 HOURS??!!,,2015-02-21 23:16:27 -0800,"Franklin, TN",Eastern Time (US & Canada) 569394015055040512,positive,1.0,,,US Airways,,AdamGiamba,,0,@USAirways thanks! http://t.co/pD7R1lL6Re,,2015-02-21 23:11:26 -0800,"Bronx, NY",Eastern Time (US & Canada) 569393942296432640,negative,0.7065,Late Flight,0.3696,US Airways,,AdamGiamba,,0,@USAirways after pleading with car service to stay 3 hrs. past pick up they left me and my family but it's ok i have water and crackers!,,2015-02-21 23:11:09 -0800,"Bronx, NY",Eastern Time (US & Canada) 569392880911036416,negative,1.0,Bad Flight,0.6677,US Airways,,AdamGiamba,,0,"@USAirways after a grt flight to PHX last week, tonight was terrible. 2.5 hours taxing and you give us water and crackers to compensate.",,2015-02-21 23:06:56 -0800,"Bronx, NY",Eastern Time (US & Canada) 569392511732588544,negative,1.0,longlines,0.684,US Airways,,emmaprzyby,,0,@USAirways flight 1898 landed over 2 hours ago and they still haven't gotten to the gate.. What's the hold uppp 😭😭 #imtired #wannagohome,,2015-02-21 23:05:28 -0800,"Brooklyn, NY", 569392471966388224,negative,1.0,Late Flight,1.0,US Airways,,panich3,,0,@USAirways who do we voice our concerns to when we can't get home with our 8 month old after waiting to taxi to a gate for 3 hours?,,2015-02-21 23:05:18 -0800,New York,Atlantic Time (Canada) 569391350879137792,negative,1.0,Flight Attendant Complaints,0.6678,US Airways,,msbean,,0,@USAirways abandoned 40 Boston bound fliers...someone in management needs to #saveface and #showup,"[39.87631844, -75.24302471]",2015-02-21 23:00:51 -0800,, 569388260633542657,negative,1.0,Late Flight,0.6667,US Airways,,nburnside26,,0,@USAirways tell my professors that when I don't show up to class/write my midterm because I'm stuck with no flights home 😠,,2015-02-21 22:48:34 -0800,,Central Time (US & Canada) 569388156031799297,negative,1.0,Customer Service Issue,0.6559,US Airways,,teammccabe,,0,@USAirways No US Air ppl anywhere in PHL directed stranded pax. Kudos to the PHL employees getting off work at midnight. Only help we got.,,2015-02-21 22:48:09 -0800,Cape Cod,Eastern Time (US & Canada) 569387765957308416,neutral,0.6957,,0.0,US Airways,,PhilHagen,,0,"@USAirways @AmericanAir Just had to buy a ""safety"" ticket online. You'll refund whichever ticket(s) are unused, in full, without penalty.",,2015-02-21 22:46:36 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569387570364198913,negative,1.0,Customer Service Issue,1.0,US Airways,,clarkhook,,0,@USAirways Hooray! I've now been on hold for over an hour. I've never loved Southwest more.,,2015-02-21 22:45:50 -0800,"Franklin, TN",Eastern Time (US & Canada) 569387211025727488,negative,1.0,Can't Tell,1.0,US Airways,,BiavatiJon,,0,@USAirways is the worst. Why on earth would @AmericanAir merge with them? I won't be flying either of them any time soon.,,2015-02-21 22:44:24 -0800,, 569387005131546624,negative,1.0,Customer Service Issue,1.0,US Airways,,JSax77,,0,@USAirways three hours on hold then disconnected. Conf EBHSET. Need to be home Sunday for interview,,2015-02-21 22:43:35 -0800,, 569386555107733505,negative,1.0,Customer Service Issue,0.6749,US Airways,,jtrexsocial,,0,@USAirways how do you do that? You guys need to have much better communication. How? How can we do that?,,2015-02-21 22:41:48 -0800,Philadelphia,Eastern Time (US & Canada) 569386397683073024,negative,1.0,Late Flight,1.0,US Airways,,miffSC,,0,@USAirways Are you guys awake? Need help with delayed flight to get protected on Late Flightr flight from PHL.,,2015-02-21 22:41:10 -0800,http://about.me/miffsc,Eastern Time (US & Canada) 569385862489776128,negative,1.0,Customer Service Issue,0.3845,US Airways,,_RobPrice,,0,@USAirways so how about some help with suggested time I could call to avoid such long wait time,,2015-02-21 22:39:02 -0800,,Sydney 569382407847211008,negative,1.0,Customer Service Issue,1.0,US Airways,,tamygb,,0,@USAirways more than an hour holding to change a flight on the phone now.. What's up with that???,,2015-02-21 22:25:19 -0800,,Brasilia 569382354529030144,negative,0.684,Flight Booking Problems,0.684,US Airways,,stuf_bethsays,,0,@USAirways @caterobbie if that link worked most of us could take care of ourselves please contact your tech people to get that working,,2015-02-21 22:25:06 -0800,, 569381601374638081,negative,1.0,Customer Service Issue,0.6916,US Airways,,stuf_bethsays,,0,@USAirways i've been on hold since 11:30pm need to reschedule my Cancelled Flightled flight for a morning departure tomorrow. please help!!!!!!,,2015-02-21 22:22:07 -0800,, 569381443257958401,neutral,1.0,,,US Airways,,JEOKOO1,,0,@USAirways download jeokoo the American app for air travelers,,2015-02-21 22:21:29 -0800,"Washington, DC. ", 569380739285786625,negative,1.0,Customer Service Issue,0.6697,US Airways,,stuf_bethsays,,1,"@USAirways obviously your corporate definition of PATIENCE needs to be reviewed. #Pleasehurryup #answerphone #reschedulemyflight",,2015-02-21 22:18:41 -0800,, 569380098119499776,negative,1.0,Customer Service Issue,0.6894,US Airways,,Leigh_Walton,,0,@USAirways Need help with a flight. Weather + funeral = tough combination. On hold for over an hour. Please?,,2015-02-21 22:16:08 -0800,,Eastern Time (US & Canada) 569380081254027265,negative,1.0,Customer Service Issue,1.0,US Airways,,stuf_bethsays,,0,"@usairways I've been on hold since 11:30pm how many customer service reps do you have? #seriously",,2015-02-21 22:16:04 -0800,, 569379997175177216,negative,0.6875,Late Flight,0.6875,US Airways,,Ali_BarnesXO,,0,@USAirways @nburnside26 Well if you really didn't like them then she would be on an airplane. #FIOUSAirways 💁,"[43.74167873, -79.3442243]",2015-02-21 22:15:44 -0800,,Atlantic Time (Canada) 569379979055796224,negative,1.0,Customer Service Issue,0.6465,US Airways,,PhilHagen,,1,"@USAirways yes, i am as well. **FIVE** HOURS ON HOLD, FOLKS. Can you PLEASE tell me if this is typical?! Trying to be understanding here.",,2015-02-21 22:15:40 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569378015429447680,negative,1.0,Late Flight,0.3333,US Airways,,iseriesdomino,,0,@USAirways can you please train your mechanics? Teach them to bring the tools to fix the plane with them and not leave them in the hanger.,,2015-02-21 22:07:52 -0800,United States,Central Time (US & Canada) 569377633894445056,negative,1.0,Customer Service Issue,0.6492,US Airways,,SDeShazo_89,,0,@USAirways Charlotte Staff needs prayer....disappointed in response to mishaps ......lotttttttt of pissed off people here!!!!,,2015-02-21 22:06:21 -0800,"Hoover, Alabama", 569377149045444608,negative,1.0,Late Flight,0.6641,US Airways,,JoshuakingMba,,0,@USAirways thank you for leaving my 74 y/o grandma stranded because connecting flt could not wait 10 minutes. I will never fly you again,,2015-02-21 22:04:25 -0800,"Richmond, VA", 569376311824621568,negative,1.0,Flight Attendant Complaints,0.3441,US Airways,,AndyLeeEsq,,0,@USAirways HELLO?! It's been FOUR HOURS since plane landed! Flt 630 phx to JFK. 3 hrs on Tarmac waiting 4 gate. Plus an hour no bags yet,,2015-02-21 22:01:05 -0800,, 569375244751745025,negative,0.6656,Late Flight,0.3421,US Airways,,ch_mom,,0,“@USAirways: @ch_mom Please reach out to our crewmember for assistance. Our apologies for the long wait.” #generic,,2015-02-21 21:56:51 -0800,"Boston, MA", 569374561197789184,negative,1.0,Late Flight,0.6947,US Airways,,iseriesdomino,,0,@USAirways can you please have your employee that has been called 5 times by the flight crew finish maintenance on US 734 so we can depart!,,2015-02-21 21:54:08 -0800,United States,Central Time (US & Canada) 569374560505737216,negative,0.6598,Can't Tell,0.6598,US Airways,,timleary_,,0,@USAirways I better get a free flight,,2015-02-21 21:54:08 -0800,,Mazatlan 569373650647945216,negative,1.0,Customer Service Issue,1.0,US Airways,,realmattberry,,0,@USAirways @nm4agoodlife 5 hours on hold and no answer . Guess the synergy of a merger was really planned out,,2015-02-21 21:50:31 -0800,NYC,Eastern Time (US & Canada) 569373631999926272,negative,1.0,Customer Service Issue,0.6632,US Airways,,TheSanjR,,0,@USAirways still waiting on your reps to show. Now 40 mins into waiting in below freezing weather waiting for a cab.,,2015-02-21 21:50:26 -0800,,Eastern Time (US & Canada) 569373375988150272,negative,1.0,Customer Service Issue,1.0,US Airways,,realmattberry,,0,@USAirways @_RobPrice how can he try again it will be 5-6 hours before he gets help. Contingency plans non existent.,,2015-02-21 21:49:25 -0800,NYC,Eastern Time (US & Canada) 569373336922230784,negative,1.0,Late Flight,0.6845,US Airways,,AndyLeeEsq,,0,@USAirways delayed depart bc ur flight attendant wasn't there. Then after landing took 3 hrs to get a gate. Now it's another he and NO bags,,2015-02-21 21:49:16 -0800,, 569372837854756864,negative,1.0,Customer Service Issue,0.6705,US Airways,,realmattberry,,0,@USAirways @jtrexsocial 5 hours on hold ... Safe to say no one is working .,,2015-02-21 21:47:17 -0800,NYC,Eastern Time (US & Canada) 569372595067490304,negative,1.0,Customer Service Issue,1.0,US Airways,,nm4agoodlife,,0,@USAirways But every time I call I'm on hold for 45 min and then get disconnected. Any way someone can help?,,2015-02-21 21:46:19 -0800,,Eastern Time (US & Canada) 569372422509453313,negative,1.0,Late Flight,0.3544,US Airways,,_RobPrice,,0,@USAirways surely there are some other ways to help me - I can't really afford another 4 hours now. Pls follow me so we can DM,,2015-02-21 21:45:38 -0800,,Sydney 569372340309651457,negative,1.0,Customer Service Issue,1.0,US Airways,,ChrisWalters_WV,,0,@USAirways I was on hold for 2 hours and still no answer. Is this really how you run your business? http://t.co/P8xFhq4kps,,2015-02-21 21:45:19 -0800,West Virginia,Central Time (US & Canada) 569372015980707840,negative,1.0,Customer Service Issue,1.0,US Airways,,b_lind,,0,"@USAirways keeps dropping my call and won't even let me stay on hold because they are ""too busy"" #idontwanttocallback",,2015-02-21 21:44:01 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 569371693602476032,negative,1.0,Cancelled Flight,0.3444,US Airways,,nm4agoodlife,,0,@USAirways I never made a reward reservation becuase no one ever answered the phone. The online one I made got Cancelled Flighted and I can't change,,2015-02-21 21:42:44 -0800,,Eastern Time (US & Canada) 569371393294344192,negative,1.0,Customer Service Issue,1.0,US Airways,,jtrexsocial,,1,@UsAirways can a real person help me here? This customer service is poor. I'm at the mercy of someone since the flights are disappearing.,,2015-02-21 21:41:33 -0800,Philadelphia,Eastern Time (US & Canada) 569370553963786241,neutral,1.0,,,US Airways,,ColfaxCapital,,0,"@USAirways I intend to..very much. My 4,000 followers will as well.",,2015-02-21 21:38:13 -0800,"39.0708° N, 106.9886° W",Quito 569369390178799616,negative,1.0,Customer Service Issue,1.0,US Airways,,4ensicdds,,0,"@USAirways Your customer service is non-existent/ terrible. Dozens waiting for bags not placed on our flight, no staff anywhere #neveragain",,2015-02-21 21:33:35 -0800,"Long Island, NY",Eastern Time (US & Canada) 569369008580874240,negative,1.0,Cancelled Flight,0.66,US Airways,,dailylaurel,,0,@USAirways even alternate options are allready full...even with hotel voucher...no more room in philly?,,2015-02-21 21:32:04 -0800,Bruxelle-Paris-Marseille-(BPM),Athens 569368532242145280,negative,1.0,Customer Service Issue,0.7021,US Airways,,_RobPrice,,1,@USAirways @traveloneworld .. Utterly frustrated after 4 hours on hold call was disconnected. I need to amend a Flight Booking Problems. HELP! OW Emerald,,2015-02-21 21:30:11 -0800,,Sydney 569368352868556800,positive,1.0,,,US Airways,,Hayden_Ehlich,,0,@USAirways ok thank you! Very helpful! This is why you're my favorite airline!,,2015-02-21 21:29:28 -0800,Blue Ridge High School,Atlantic Time (Canada) 569367829188886528,negative,0.6677,Flight Attendant Complaints,0.3635,US Airways,,YoungBBE3,,0,"@USAirways They provided no options. Since you all have a better sense of the weather, I hoped you could suggest.",,2015-02-21 21:27:23 -0800,,Eastern Time (US & Canada) 569366960871333889,negative,1.0,Late Flight,1.0,US Airways,,TheHaileyTate,,1,@USAirways you airline is doing rather poor right now. In SLC waiting to take off. Was suppose to take off now 2 hours and 3 minutes ago!,,2015-02-21 21:23:56 -0800,Barneys New York , 569366383458275329,negative,1.0,Late Flight,1.0,US Airways,,ColfaxCapital,,0,@USAirways Get new planes then. Got on this plane at 7:50 its 10:20 now and still on tarmac. How ru going to compensate me for this?,,2015-02-21 21:21:38 -0800,"39.0708° N, 106.9886° W",Quito 569365604832047104,negative,1.0,Late Flight,0.6542,US Airways,,PhilHagen,,0,@USAirways just hit 4hrs. what is typical wait time right now? should i drive 2h30m to the airport service desk?,,2015-02-21 21:18:33 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569364758681559042,negative,1.0,Customer Service Issue,0.6465,US Airways,,TheSanjR,,0,@USAirways are you going to do anything to help stranded travelers of flight 680?! No communication from anyone. All of us dumped here.,,2015-02-21 21:15:11 -0800,,Eastern Time (US & Canada) 569364610572259328,negative,1.0,Can't Tell,0.3696,US Airways,,nataliembaur,,0,"@USAirways question is why flight took off at all, now a friend is stuck needlessly in another city",,2015-02-21 21:14:36 -0800,"Miami, Florida", 569364189753544705,neutral,1.0,,,US Airways,,bta7,,0,@USAirways in a few weeks,,2015-02-21 21:12:55 -0800,"Wauwatosa, WI ",Central Time (US & Canada) 569363263588339712,negative,1.0,Customer Service Issue,1.0,US Airways,,FalconjcJohn,,0,@USAirways #Wronganswer. Talk is cheap. Customer service is the action of making things right for the customer. #fail again.,,2015-02-21 21:09:14 -0800,, 569362336991092736,negative,1.0,Cancelled Flight,0.677,US Airways,,realmattberry,,0,@USAirways 4 hours . How do I change my flight that was Cancelled Flightled ?,,2015-02-21 21:05:34 -0800,NYC,Eastern Time (US & Canada) 569362149400838144,negative,0.6534,Customer Service Issue,0.3372,US Airways,,YoungBBE3,,0,@USAirways You won't give us a hotel or food. Can you at least suggestion options for making it to the metro city I have a ticket to?,,2015-02-21 21:04:49 -0800,,Eastern Time (US & Canada) 569361961487478785,negative,1.0,Late Flight,0.66,US Airways,,OP_Rahul,,0,@USAirways actually it landed in BWI 30 minutes ago. She is stranded but I have friends to help. You FAILED big time on this one.,,2015-02-21 21:04:04 -0800,"Ocean View, Hawaii", 569361898581467136,negative,1.0,Customer Service Issue,1.0,US Airways,,anieanne1,,0,@USAirways I have been on hold for over one hour waiting to reschedule a flight. How much longer should I expect?,,2015-02-21 21:03:49 -0800,"Boston, Ma",Atlantic Time (Canada) 569361887659294720,negative,0.6885,Customer Service Issue,0.6885,US Airways,,Hayden_Ehlich,,0,"@USAirways its fine. Just wondering where my money went...",,2015-02-21 21:03:46 -0800,Blue Ridge High School,Atlantic Time (Canada) 569361587032748032,negative,1.0,Bad Flight,0.6598,US Airways,,YoungBBE3,,0,@USAirways You landed me at #BWI instead of @Reagan_Airport and have no plans for me to make it home to DC. How do you suggest I get home?,,2015-02-21 21:02:35 -0800,,Eastern Time (US & Canada) 569360552272769024,negative,1.0,Customer Service Issue,1.0,US Airways,,TheSanjR,,0,"@USAirways stranded at BWI after two diversions. No cust service, no transport. Dumped here. Terrible customer service!",,2015-02-21 20:58:28 -0800,,Eastern Time (US & Canada) 569360352594546688,negative,1.0,Customer Service Issue,0.6702,US Airways,,nm4agoodlife,,0,"@USAirways As a member of the news media, the awful service of the last few days won't go unnoticed.",,2015-02-21 20:57:40 -0800,,Eastern Time (US & Canada) 569359793800024064,negative,1.0,longlines,0.3579,US Airways,,corybronze,,1,"@USAirways My wife, sick 3yr-old-twins, and I have been waiting in line now for 2hrs to see an agent! Phone agent said nothing til Tuesday!",,2015-02-21 20:55:27 -0800,, 569359025655181312,negative,1.0,Flight Booking Problems,1.0,US Airways,,nm4agoodlife,,0,"@USAirways This is garbage, been trying to book a reward flight and then it got Cancelled Flighted and still can't get anyone on phone. Unacceptable",,2015-02-21 20:52:24 -0800,,Eastern Time (US & Canada) 569358953567670272,negative,0.7008,Cancelled Flight,0.7008,US Airways,,msscottwg,,0,@USAirways Cancelled Flightled flight 1796 baggage held hostage at CHL. No communication.,,2015-02-21 20:52:07 -0800,, 569357810867138560,negative,1.0,Late Flight,0.6718,US Airways,,ColfaxCapital,,0,@USAirways Delays due to faulty engine light. Great work guys. Coming up on 2 hrs sitting on the plane #WorstAirlineInAmerica,,2015-02-21 20:47:34 -0800,"39.0708° N, 106.9886° W",Quito 569357691715493888,neutral,0.6677,,0.0,US Airways,,PhilHagen,,0,@USAirways yes - tells me the only way to mod plans is to call the 4322 number.,,2015-02-21 20:47:06 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569357122527469568,neutral,1.0,,,US Airways,,Shimbo1987,,0,@USAirways Can I book award travel on Etihad with Dividend Miles?,,2015-02-21 20:44:50 -0800,,Atlantic Time (Canada) 569357079716229121,negative,1.0,Cancelled Flight,0.6632,US Airways,,VanessaRSnyder,,0,@USAirways I have been I hold for 40 min. My 5:50 flight just got Cancelled Flightled and rescheduled for Monday. This is unacceptable!,"[34.00912984, -84.37154603]",2015-02-21 20:44:40 -0800,"Atlanta, GA",Quito 569356553977012225,negative,1.0,Customer Service Issue,1.0,US Airways,,PhilHagen,,0,@USAirways 3hr30min right now... any end in sight?,,2015-02-21 20:42:35 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569356513061556225,negative,1.0,Customer Service Issue,1.0,US Airways,,brynyc,,0,"@USAirways I have fam thats supposed to fly 2/22 that are currently in the hosp.3 trys to speak to a human, yr phone sys cuts off. pls hlp!",,2015-02-21 20:42:25 -0800,, 569355923396780032,negative,1.0,Late Flight,1.0,US Airways,,ColfaxCapital,,0,@USAirways Flight 496. How are u going to compensate me for sitting on the tarmac for 90+ mins and missing my PHX - BOS connection?,,2015-02-21 20:40:04 -0800,"39.0708° N, 106.9886° W",Quito 569354882370572289,neutral,0.6667,,0.0,US Airways,,nataliembaur,,0,@USAirways what's going on with passengers diverted to CLT on FLL to PHL flight that left at 830 tonight?,,2015-02-21 20:35:56 -0800,"Miami, Florida", 569353641615687680,negative,1.0,Flight Attendant Complaints,0.6473,US Airways,,jessouc,,0,@USAirways on top or having to check my bag I had to wait over 30 min for my bag to come out at baggage claim. Thanks for wasting my time,,2015-02-21 20:31:00 -0800,,Mountain Time (US & Canada) 569353501123280896,negative,1.0,Customer Service Issue,0.6691,US Airways,,jessouc,,0,@USAirways I had to sit in your kitchen and move stuff around so I had what I needed. I'm extremely disappointed in your service,,2015-02-21 20:30:27 -0800,,Mountain Time (US & Canada) 569353454914662400,negative,1.0,Late Flight,1.0,US Airways,,ColfaxCapital,,0,@USAirways been sitting on the tarmac for 90 mins now bc engine is broken. How are u going to compensate passengers #WorstAirline,,2015-02-21 20:30:16 -0800,"39.0708° N, 106.9886° W",Quito 569353354545008640,negative,1.0,Late Flight,1.0,US Airways,,jessouc,,0,@USAirways it was your fault the flight was delayed to begin with. I shouldn't have to check my bag if there's a bunch of space,,2015-02-21 20:29:52 -0800,,Mountain Time (US & Canada) 569353230007664640,negative,1.0,Lost Luggage,0.3485,US Airways,,jessouc,,0,@USAirways it is an extreme inconvenience to make ppl check bags when there's a lot of overhead space left. You lie so you're not at fault,,2015-02-21 20:29:22 -0800,,Mountain Time (US & Canada) 569352847898386432,negative,1.0,Can't Tell,0.3579,US Airways,,teammccabe,,0,@USAirways stuck on the runway for 2 hrs 10 min due to weather in PHL. Nowhere can I find accurate info on #558 to BOS,,2015-02-21 20:27:51 -0800,Cape Cod,Eastern Time (US & Canada) 569352324700708864,negative,0.6331,Cancelled Flight,0.3465,US Airways,,dailylaurel,,0,@USAirways no more hotel voucher? Everyone had to get one but not me...what do I do? Arrived from Amsterdam #SnowStorm,,2015-02-21 20:25:46 -0800,Bruxelle-Paris-Marseille-(BPM),Athens 569351289026568192,negative,1.0,Late Flight,1.0,US Airways,,FalconjcJohn,,0,"@USAirways Yep, except this delay was due to a hasty and unwise decision to pushback other plane before the plows were done. #fail.",,2015-02-21 20:21:39 -0800,, 569351224274718720,negative,1.0,Can't Tell,1.0,US Airways,,eroccia,,0,@USAirways by far the worst airline in history. I'll never ever fly your garbage again,,2015-02-21 20:21:24 -0800,"40.229994,-74.893221",Eastern Time (US & Canada) 569350289729458177,negative,1.0,Late Flight,1.0,US Airways,,Will_Watson6,,0,@USAirways pullin some sh** delaying flights again... Smh @OBJ_3 http://t.co/Av2rfFHMcV,,2015-02-21 20:17:41 -0800,The road to glory,Pacific Time (US & Canada) 569347552484728832,negative,1.0,Late Flight,0.7,US Airways,,EllenFord,,0,@USAirways @PHLAirport flight 837 landed at 10:30 pm and we are still on the plane. Help!!!!!!,,2015-02-21 20:06:49 -0800,"Gloucester, MA",Quito 569347372595212289,negative,1.0,Late Flight,0.6995,US Airways,,KittyD27,,0,"@USAirways TRBL experience! 2 hrs on the Tarmac for an inch of snow IN PHL ""No hanger open"" & ""a pile of snow""? #terriblecommunication",,2015-02-21 20:06:06 -0800,"Albany, NY", 569346960181870592,negative,1.0,Bad Flight,0.6667,US Airways,,EllenFord,,0,@USAirways flight 837 passengers stuck on plane in Philly. Where is the gangway? We can't hear the pilot,,2015-02-21 20:04:27 -0800,"Gloucester, MA",Quito 569346721173655552,negative,1.0,longlines,0.6776,US Airways,,BradHuff88,,0,@USAirways 2 hours and counting waiting to get into a gate in Philadelphia. Just icing on the cake for a miserable flight experience,,2015-02-21 20:03:30 -0800,CT, 569345780244312067,negative,1.0,Flight Booking Problems,0.6383,US Airways,,Hayden_Ehlich,,0,"@USAirways HELP! It says ""the payment is denied"" but my money has been taken out of my bank? And it says I have no trips coming up??",,2015-02-21 19:59:46 -0800,Blue Ridge High School,Atlantic Time (Canada) 569345132866220032,negative,0.6596,Cancelled Flight,0.6596,US Airways,,Dr24hours,,0,"@USAirways help! Flight Cancelled Flighted, can't call because my phone doesn't work in Europe. Please help? Says I'm booked want to confirm.",,2015-02-21 19:57:12 -0800,East Coast City,Eastern Time (US & Canada) 569345076406693888,negative,1.0,Bad Flight,0.397,US Airways,,sherylfish,,0,"@USAirways not happy w/ app Late Flightly. Last time I flew wouldn't let me check in, This time I checked in went on Late Flightr says I never checked in",,2015-02-21 19:56:58 -0800,,Eastern Time (US & Canada) 569343970360348672,negative,1.0,Customer Service Issue,0.6916,US Airways,,realmattberry,,0,@USAirways @AmericanAir how do I get thru on hold over 3 hours ?,,2015-02-21 19:52:35 -0800,NYC,Eastern Time (US & Canada) 569343738331275264,negative,1.0,Customer Service Issue,0.6838,US Airways,,OP_Rahul,,0,@USAirways is flt 680 en route to DCA or BWI after diverting to RDU. Your phone service sucks and your website is conflicting.,,2015-02-21 19:51:39 -0800,"Ocean View, Hawaii", 569343563244425216,negative,1.0,Late Flight,1.0,US Airways,,realmattberry,,0,@USAirways how do I change flights . 3 hours is crazy please help,,2015-02-21 19:50:58 -0800,NYC,Eastern Time (US & Canada) 569343160062742528,negative,1.0,Customer Service Issue,0.6777,US Airways,,realmattberry,,0,@USAirways how do I get thru on hold 3 hours 5 minutes . Is this normal ? My call is lost,,2015-02-21 19:49:21 -0800,NYC,Eastern Time (US & Canada) 569343070849740801,negative,1.0,Customer Service Issue,0.684,US Airways,,ball_tracey,,2,"@USAirways weather doesn't excuse poor customer service, lack of info from staff or the fact staff haven't turned up","[39.87355987, -75.24730884]",2015-02-21 19:49:00 -0800,,Amsterdam 569342681551400960,negative,1.0,Late Flight,0.3786,US Airways,,realmattberry,,0,@USAirways please help on hold 3 hours can't change flights I'm stuck here,,2015-02-21 19:47:27 -0800,NYC,Eastern Time (US & Canada) 569342508553121795,negative,1.0,Customer Service Issue,1.0,US Airways,,realmattberry,,0,@USAirways on hold 3 hours !!!!!! What's the number to speak to someone this is unacceptable I need to change flights,,2015-02-21 19:46:46 -0800,NYC,Eastern Time (US & Canada) 569341439148236800,neutral,0.6688,,0.0,US Airways,,GPachtinger,,0,@USAirways - My guess is what happened in #Vegas ended up in #Philly #Sexy http://t.co/qgMfCB7yT4,,2015-02-21 19:42:31 -0800,"Levittown, Pa",Eastern Time (US & Canada) 569340402786025472,negative,1.0,Customer Service Issue,0.6559,US Airways,,GatorGirl36,,0,"@USAirways he waited over two hours on the phone, had to book and get to MI, family member very ill, time of the essence",,2015-02-21 19:38:24 -0800,,Eastern Time (US & Canada) 569339928678522880,negative,0.6717,Late Flight,0.6717,US Airways,,gmena91,,0,@USAirways depart from where? It departed PHX and was due to land at DCA around 8pm.,,2015-02-21 19:36:31 -0800,, 569338966857687040,negative,1.0,Flight Attendant Complaints,0.6727,US Airways,,HurnerAndTooch,,0,"@USAirways Can't stress enough how awful the agent was for flight 5283. Knew 11 ppl from delayed flight were on way in mins, no compassion.",,2015-02-21 19:32:42 -0800,Virginia, 569338658295193600,negative,1.0,Late Flight,1.0,US Airways,,PhilHagen,,0,@USAirways I certainly understand the hold delays for WX reschedules - I've been on for 2hr15min - do you have an estimated wait time?,,2015-02-21 19:31:28 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569338605057015808,negative,1.0,Lost Luggage,1.0,US Airways,,HurnerAndTooch,,0,@USAirways And cherry on top-flight 880 was on runway after we landed ON TIME for 45 mins. Still didn't get half the luggage.,,2015-02-21 19:31:15 -0800,Virginia, 569338492515278848,negative,1.0,Late Flight,1.0,US Airways,,shriya_p,,0,@USAirways likelihood of PHL to BDL actually leaving tonight? 2 hour delay so far!,,2015-02-21 19:30:49 -0800,London, 569337645878390784,negative,1.0,Late Flight,0.6932,US Airways,,HurnerAndTooch,,0,@USAirways My brother & his family stranded in CLT tonight bc gate E36 agent wouldn't hold plane for two minutes. Now driving in bad weather,,2015-02-21 19:27:27 -0800,Virginia, 569337605223006209,negative,1.0,Late Flight,0.6658,US Airways,,JennyBraueBraue,,0,@USAirways over an hour is unacceptable wait time. thanks for nothing. Be sure never to fly you again,,2015-02-21 19:27:17 -0800,"New York, NY",Eastern Time (US & Canada) 569337274707660800,positive,0.6701,,0.0,US Airways,,Rachel_Helena16,,0,@USAirways Thanks guys! Got hold of someone. Really awesome service I appreciate it :),,2015-02-21 19:25:58 -0800,"Halifax, Nova Scotia, Canada",Eastern Time (US & Canada) 569337230935724032,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,dnadamsel,,0,@USAirways understood. It simply feels as if the staff is not being entirely truthful about the situation.,,2015-02-21 19:25:48 -0800,,Quito 569337064484962304,negative,1.0,Can't Tell,0.3426,US Airways,,daroberts1,,0,"@USAirways #not happy, wife 40th Bday trip. would like to be fully compensated for both flights","[39.87414824, -75.25238981]",2015-02-21 19:25:08 -0800,"Virginia Beach, Virginia",Eastern Time (US & Canada) 569336493224955904,negative,1.0,Late Flight,1.0,US Airways,,daroberts1,,0,"@USAirways delayed in philly since 130, sitting onTarmac since 8pm flight 1881 plz contact donaldaroberts1@gmail.com","[39.87414053, -75.25236332]",2015-02-21 19:22:52 -0800,"Virginia Beach, Virginia",Eastern Time (US & Canada) 569335998083174400,negative,1.0,Late Flight,1.0,US Airways,,BUsoccer,,0,@USAirways worst trip ever! Wish pilot would've let me off plane at 12pm during 1st delay. Now 1030pm and still sitting on runway.,,2015-02-21 19:20:54 -0800,www.bucknellbison.com,Quito 569333934670139392,positive,1.0,,,US Airways,,asset25,,0,@USAirways First class service on US 769 PHL-MCO today from the flight attendant in F. I didn't catch her name but she was top notch!,,2015-02-21 19:12:42 -0800,, 569332399471001600,negative,1.0,Customer Service Issue,0.6888,US Airways,,FrancisDeana,,0,@USAirways so far no call back,,2015-02-21 19:06:36 -0800,, 569332237138841600,positive,0.3502,,0.0,US Airways,,MattClement,,0,@USAirways Oh well. I'll get to Cancun eventually.,,2015-02-21 19:05:57 -0800,"Troy, NY",Eastern Time (US & Canada) 569332044909678592,negative,1.0,longlines,0.6753,US Airways,,AuroraBIZ,,0,@USAirways standing in line with 100 people all looking to do the same,,2015-02-21 19:05:11 -0800,"Boston, MA",Eastern Time (US & Canada) 569330686135537664,negative,1.0,Flight Booking Problems,0.6724,US Airways,,GatorGirl36,,0,"@USAirways cannot book to redeem companion fair without speaking to agent. $99 vs $1200, this is a family emergency #unacceptable",,2015-02-21 18:59:47 -0800,,Eastern Time (US & Canada) 569330337735696385,negative,1.0,Customer Service Issue,1.0,US Airways,,FalconjcJohn,,1,@USAirways can I at least get a response? I tried the gate person (sent me the wrong way to cust srvc ) Cust Srvc (when I found them),,2015-02-21 18:58:24 -0800,, 569330030074990592,negative,1.0,Customer Service Issue,1.0,US Airways,,jeffpash,,0,@USAirways That's clever. Its clear you need more agents. 94 min hold and counting. Flex workforces are highly possible in 2015,,2015-02-21 18:57:11 -0800,San Francisco,Pacific Time (US & Canada) 569329707084353536,negative,1.0,Lost Luggage,1.0,US Airways,,AuroraBIZ,,0,@USAirways hey folks where do you hide luggage when you Cancelled Flight a flight! You have 100 very angry people with no luggage,,2015-02-21 18:55:54 -0800,"Boston, MA",Eastern Time (US & Canada) 569329041544749056,neutral,1.0,,,US Airways,,gmena91,,0,@USAirways can I get an update on flight 680 to DCA?,,2015-02-21 18:53:15 -0800,, 569328931905642496,negative,0.6596,Lost Luggage,0.6596,US Airways,,HassettHelen,,0,@USAirways you can send my luggage to my house👋,,2015-02-21 18:52:49 -0800,, 569328854948573187,positive,0.6925,,0.0,US Airways,,zfelice,,0,"@USAirways Eyyyy! Cancelled Flightlations, Flight Booking Problemss, reFlight Booking Problemss, but y'all got me on the same flight out tonight (not tomorrow) & the FC upgrade. Thx!",,2015-02-21 18:52:31 -0800,"This Ain't Chicago, Tennessee",Central Time (US & Canada) 569328005677494272,negative,1.0,Late Flight,1.0,US Airways,,realmattberry,,0,@USAirways thanks for letting me know of the 12 hour delay and 2 hours on hold ?,,2015-02-21 18:49:08 -0800,NYC,Eastern Time (US & Canada) 569327664919498752,negative,1.0,Customer Service Issue,0.6598,US Airways,,SavageEmperor,,0,@USAirways please respond to me. I've been on hold on the reservations line for an hour and 45 minutes. I would really appreciate it.,,2015-02-21 18:47:47 -0800,"Denver, CO",Alaska 569326785353129984,negative,1.0,Late Flight,0.6926,US Airways,,FalconjcJohn,,0,@USAirways From here on out when I can at all I'm flying @Delta. Since when is a plane getting stuck in a drift for 2 hours a weather issue?,,2015-02-21 18:44:17 -0800,, 569326191213219841,negative,1.0,Cancelled Flight,0.6665,US Airways,,OthalieGraham,,0,@USAirways on hold for 1 hour and 14 min trying to find the luggage flight Cancelled Flightled where is luggage? http://t.co/i1SfMI7zat,"[40.04893741, -75.10344598]",2015-02-21 18:41:56 -0800,, 569325844931448832,negative,1.0,Late Flight,0.6509,US Airways,,FalconjcJohn,,0,@USAirways Never mind that you could have told the gate I was on my way - you could delay 10 mins but not 15?,,2015-02-21 18:40:33 -0800,, 569325511635308544,negative,1.0,Cancelled Flight,0.6598,US Airways,,FalconjcJohn,,1,@USAirways and now I'm going to miss my G'ma's Memorial because I didn't #FlyDelta.,,2015-02-21 18:39:14 -0800,, 569325005823217664,negative,1.0,Late Flight,0.6289,US Airways,,FalconjcJohn,,0,"@USAirways @usairways -Really? U land me in Philly 1.5 hours before my flight, wait 1.5 hours behind a plane you got stuck,",,2015-02-21 18:37:13 -0800,, 569324647906480128,negative,1.0,Customer Service Issue,0.3471,US Airways,,Grady_Kelly,,0,@USAirways Your app and website are trash AF.,,2015-02-21 18:35:48 -0800,Brooklyn ,Eastern Time (US & Canada) 569323273172832256,negative,0.6563,longlines,0.3282,US Airways,,ball_tracey,,0,@USAirways not best pleased with service so far. On our third gate and still no guarantee that it's the correct one :(,"[39.87372068, -75.24732898]",2015-02-21 18:30:20 -0800,,Amsterdam 569322901691707392,neutral,0.6667,,0.0,US Airways,,KitchenRecess,,0,@USAirways Don't want to clog your already-crowded line with a special meal request. Can someone DM me to sort out? #vegetarianproblems :),,2015-02-21 18:28:51 -0800,, 569322478847135744,neutral,1.0,,,US Airways,,SavageEmperor,,0,@USAirways I should also add the weather conditions are terrible. Expecting 18 inches of snow. Any advice?,,2015-02-21 18:27:11 -0800,"Denver, CO",Alaska 569322175175352322,neutral,0.6769,,0.0,US Airways,,SavageEmperor,,0,@USAirways I'm on flight 623 from DIA to Ontario tomorrow morning. no access to the airport via taxi or shuttle. What should I do?,,2015-02-21 18:25:58 -0800,"Denver, CO",Alaska 569322078819766272,negative,1.0,Late Flight,0.6598,US Airways,,jojoco1012,,0,@USAirways how about an update with real information?still waiting on Tarmac in Philadelphia.,,2015-02-21 18:25:35 -0800,,Atlantic Time (Canada) 569321800359927808,negative,1.0,Late Flight,1.0,US Airways,,notatibm,,0,@usairways you mean 10:30pm. I'd be in vegas by now if I'd been allowed on my original flight.,,2015-02-21 18:24:29 -0800,"Southampton, UK",London 569319723889876993,negative,1.0,Cancelled Flight,1.0,US Airways,,T_Hans13,,0,"@USAirways Bravo handling MSP to PHX # 2023 today. Delayed, Late Flightr Cancelled Flightled. Missed surprise 60th bday which was reason for trip.Never again",,2015-02-21 18:16:14 -0800,"Mabel, MN", 569319324810235904,neutral,1.0,,,US Airways,,kelleynandrew,,0,"@USAirways well, depending on the policy will make the determination as to which airline is selected to travel.",,2015-02-21 18:14:39 -0800,, 569317626687717376,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,JaneShivick,,0,@USAirways Still waiting for another crew member. #cabinfever,"[35.2190054, -80.9427282]",2015-02-21 18:07:54 -0800,, 569317490276360193,negative,1.0,Flight Booking Problems,1.0,US Airways,,Rachel_Helena16,,0,@USAirways Hey. I hve Cancelled Flightled flght & on hold for 30 min nw 4 rebook. Website not working. Can u give me some insight if I DM conf #?,,2015-02-21 18:07:21 -0800,"Halifax, Nova Scotia, Canada",Eastern Time (US & Canada) 569317426975760384,neutral,1.0,,,US Airways,,Debbie_Crockett,,0,@USAirways JUST LANDED flight 545. Any chance of making flight 5530 Phoenix to AUS,,2015-02-21 18:07:06 -0800,"Austin, Texas",Central Time (US & Canada) 569316516321202176,negative,0.6569,Flight Booking Problems,0.3317,US Airways,,jenniferlyell,,0,"@USAirways I need help. In air on #717 to CLT from PHL. Conf: D1MQF5 Need confirmed on #1776 to BNA at 10:30. Been bumped all day, need home",,2015-02-21 18:03:29 -0800,"Nashville, TN",Central Time (US & Canada) 569316342769291264,negative,1.0,Late Flight,0.6947,US Airways,,JaneShivick,,0,@USAirways FINALLY leaving 4 home from NC. Will lodge respectful complaints!! Mechanical issue after cleared for runway? #5hourwait #nocrew,"[35.2191669, -80.9435256]",2015-02-21 18:02:48 -0800,, 569314734752854017,negative,1.0,Customer Service Issue,0.7126,US Airways,,JackieCarlon,,0,@USAirways been on hold way to long! Is this the best level of service you can provide? - one hour+ is too long!,,2015-02-21 17:56:24 -0800,, 569314643627413504,positive,0.7033,,,US Airways,,CURVESandCHAOS,,0,@USAirways thank you!!!,,2015-02-21 17:56:03 -0800,Los Angeles ,Pacific Time (US & Canada) 569313126342123520,negative,1.0,longlines,0.6556,US Airways,,iZoom23,,0,@USAirways Sitting in a cesspool of germs on the ground in #PHL for 2 hours now.,,2015-02-21 17:50:01 -0800,New York,Eastern Time (US & Canada) 569313112089886720,negative,0.6909,Late Flight,0.3642,US Airways,,jshieber,,0,@USAirways hour 4 at the gate.,,2015-02-21 17:49:57 -0800,New York ,Beijing 569312745306382336,negative,1.0,Can't Tell,1.0,US Airways,,megalodondubs,,0,@USAirways don't think you guys could mess things up any more.. Never flying with you again!,,2015-02-21 17:48:30 -0800,America,Pacific Time (US & Canada) 569312530620817408,negative,1.0,Lost Luggage,0.3456,US Airways,,OthalieGraham,,0,@USAirways waited for 3 hours NO LUGGAGE line too long left airport when flight Cancelled Flighted WHERE does luggage GO? On hold for 1 hour so far,"[40.04915451, -75.10364317]",2015-02-21 17:47:39 -0800,, 569312129456545792,negative,1.0,Late Flight,0.6811,US Airways,,JinTama,,0,@USAirways so you strand my bag in Philly last Sat and strand me in Philly this Sat. thanks for the bullshit.,,2015-02-21 17:46:03 -0800,,Atlantic Time (Canada) 569310913079214080,negative,1.0,Late Flight,1.0,US Airways,,MattClement,,0,@USAirways Looks like I'm already delayed and will miss my connecting flight in Philadelphia. Do you un-delay your flights?,,2015-02-21 17:41:13 -0800,"Troy, NY",Eastern Time (US & Canada) 569309864759050240,negative,1.0,Customer Service Issue,1.0,US Airways,,GatorGirl36,,0,"@USAirways husband tried to use dividends & companion fair for emergency, transferred & put on hold for over two hours gave up #disappointed",,2015-02-21 17:37:03 -0800,,Eastern Time (US & Canada) 569308130464698368,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,CalAmor07,,0,@USAirways @rylietolbert15 wow you wouldn't say,,2015-02-21 17:30:10 -0800,Sapere Aude,Eastern Time (US & Canada) 569307561083703296,negative,0.6731,Late Flight,0.6731,US Airways,,MorganWoroner,,0,"@USAirways BF has been stuck in CLT all day. Is the lounge offering free ""This weather sucks & we all want to cry"" tequila shots?",,2015-02-21 17:27:54 -0800,"Washington, D.C.", 569306871242366977,negative,1.0,Customer Service Issue,1.0,US Airways,,TMadCLE,,2,“@USAirways: @TMadCLE We don't like to hear this. We're sorry that it's taking so long to get through.” Stop sending generic responses,"[41.49092099, -81.71644934]",2015-02-21 17:25:09 -0800,"Cleveland, OH",Eastern Time (US & Canada) 569305239834136576,negative,1.0,Late Flight,1.0,US Airways,,JackHWharton,,0,@USAirways sucks. Flt 2692 Late Flight by 20 mins missed my connection. Thanks for the 10 bucks and a middle seat on the next flt.,"[33.43629607, -111.99894068]",2015-02-21 17:18:41 -0800,, 569304295444774912,negative,1.0,Can't Tell,1.0,US Airways,,TMadCLE,,0,".@USAirways worst experience of all time. Will never, ever, ever travel with you again. EVER","[41.49090693, -81.71627307]",2015-02-21 17:14:55 -0800,"Cleveland, OH",Eastern Time (US & Canada) 569303779822190593,positive,0.3421,,0.0,US Airways,,bartha75,,0,"@USAirways I wasnt flying your airline tonight, however a friend was and I was present for her help. I flying United and they could learn.",,2015-02-21 17:12:52 -0800,san diego, 569301606891712512,neutral,1.0,,,US Airways,,MarinaInTheCity,,0,@USAirways How long before departure do gates stay open? Will I make my connecting flight 1861 to RDU from flight 894???,,2015-02-21 17:04:14 -0800,"New York, NY",Eastern Time (US & Canada) 569300435091251200,negative,1.0,Cancelled Flight,1.0,US Airways,,Marci_DZ,,0,@USAirways So you Cancelled Flightled my flight AGAIN? are you paying for my hotel?!,,2015-02-21 16:59:35 -0800,,Eastern Time (US & Canada) 569298163632373761,negative,1.0,Customer Service Issue,1.0,US Airways,,notatibm,,0,@USAirways something is wrong with your phone system if you call someone and don't play the recorded flight notification. Is US643 Late Flight?,,2015-02-21 16:50:33 -0800,"Southampton, UK",London 569297324285022209,neutral,1.0,,,US Airways,,TRGTALP,,0,@USAirways I'm flying with you this Summer. Will I be able to leave Miami Airport during my 12 hour stopover there?,,2015-02-21 16:47:13 -0800,"Leeds, West Yorkshire",London 569295822006960128,positive,0.6529,,0.0,US Airways,,jshieber,,0,@USAirways the plane crew has been as professional and courteous as the gate agents were flustered.,,2015-02-21 16:41:15 -0800,New York ,Beijing 569294599614803968,negative,1.0,longlines,0.6822,US Airways,,jshieber,,0,@USAirways hell is terrible gate agents. And a three hour wait at the gate.,,2015-02-21 16:36:24 -0800,New York ,Beijing 569294079835705346,negative,1.0,Customer Service Issue,0.6649,US Airways,,observepeople,,0,"@USAirways I made the change online, but couldn't check-in online, so had to call (3 hrs on hold btw). Shouldn't have been charged $25",,2015-02-21 16:34:20 -0800,,Eastern Time (US & Canada) 569290509883187202,positive,0.6627,,0.0,US Airways,,bartha75,,0,"@USAirways your ticket agents at gate 4 in Providence airport rocked tonight, especially Kristy, sorry if that is not the correct spelling.","[0.0, 0.0]",2015-02-21 16:20:09 -0800,san diego, 569289836995190784,positive,0.7065,,,US Airways,,awitsportsfreak,,0,"@USAirways #ShoutOut 2 Kristie(sp?) from Gate4 @ PVD today. She's a #RockStar, was a tremendous help in a tough situation. #PromoteThatGirl","[41.72221977, -71.44574004]",2015-02-21 16:17:28 -0800,"Wisconsin, Arizona and...",Pacific Time (US & Canada) 569289545058947072,negative,1.0,Customer Service Issue,1.0,US Airways,,andreawalls21,,0,@USAirways nervous for flight tomrw out of key west not friendly customer service,,2015-02-21 16:16:19 -0800,, 569289254616076288,negative,1.0,Customer Service Issue,1.0,US Airways,,jennb,,0,"@USAirways I was calling before I left, and as it turns out @united answered their phones instead and they rebooked my USAir flight.",,2015-02-21 16:15:09 -0800,"oakland , ca",Pacific Time (US & Canada) 569289098944507904,positive,1.0,,,US Airways,,MarciDunnagan,,0,@USAirways Thank you for your help today. I have been a loyal US airways customer and i appreciate your responding to my tweets.,,2015-02-21 16:14:32 -0800,"Boston, MA",Hawaii 569288052725694464,neutral,0.3631,,0.0,US Airways,,DGHomeChef,,0,@USAirways message me if you want to issue a refund so someone else can use my seats tomorrow AM #flightCancelled Flighted #custservicehasnonumber,,2015-02-21 16:10:23 -0800,New York,Eastern Time (US & Canada) 569287724471066625,positive,1.0,,,US Airways,,Alexxx3001,,0,@USAirways an already pleasant flight from London to Charlotte (US733) was made fantastic by an amazing attendant. Thank you so much Robert!,,2015-02-21 16:09:05 -0800,London,London 569284223590232064,negative,1.0,Cancelled Flight,0.631,US Airways,,ColDigu,,0,@USAirways @AmericanAir won't even refund for a flight they Cancelled Flightled #horriblecustomerservice,,2015-02-21 15:55:10 -0800,"New York, NY", 569281170996891649,negative,1.0,Customer Service Issue,1.0,US Airways,,TMadCLE,,1,"@USAirways call dropped & no call back...another 45min-hour for another rep. The worst CS ever, online, by phone & in person.","[41.46454996, -81.70961875]",2015-02-21 15:43:02 -0800,"Cleveland, OH",Eastern Time (US & Canada) 569280553574277120,neutral,1.0,,,US Airways,,rich0409,,0,@USAirways @AmericanAir ..off to vegas http://t.co/AygAOeB6Uu,,2015-02-21 15:40:35 -0800,, 569279106086522880,negative,0.6571,Late Flight,0.3399,US Airways,,jayarrre,,0,@USAirways will you fly me to somewhere warm? I'm tired of this snow! :(,,2015-02-21 15:34:50 -0800,, 569278421743878144,negative,1.0,Can't Tell,1.0,US Airways,,msk2216Matt,,0,@USAirways why the hell u left *alliance and joined 1world is beyond me not a smart move time to start looking at other carriers,,2015-02-21 15:32:07 -0800,, 569278418606559233,negative,1.0,Customer Service Issue,0.6987,US Airways,,ElizabethFrayer,,0,@USAirways and apologies are thin when you don't even offer hotel vouchers to your stranded customers.,,2015-02-21 15:32:06 -0800,, 569278041165324290,negative,1.0,Customer Service Issue,1.0,US Airways,,TMadCLE,,0,@USAirways I did. They told me it was a 40 min wait & they'd call back. It's already been 45 min. Horrible,"[41.46460532, -81.70957793]",2015-02-21 15:30:36 -0800,"Cleveland, OH",Eastern Time (US & Canada) 569277895224516608,negative,1.0,Customer Service Issue,0.6771,US Airways,,ElizabethFrayer,,0,@USAirways but only for certain flights from CLT-NYC. The notion that you can't rebook customers for 48 hours is absurd.,,2015-02-21 15:30:01 -0800,, 569277477652172800,negative,0.6179,Flight Booking Problems,0.3122,US Airways,,stormecharette,,0,@USAirways had to Cancelled Flight 4 of my flights because my versace biceps wouldn't stow completely under the seat in front of me.,,2015-02-21 15:28:21 -0800,Maine,Eastern Time (US & Canada) 569274195332325377,negative,1.0,Customer Service Issue,0.6606,US Airways,,Paigers987,,0,"@USAirways disappointed with your toll free number. Terrible customer service, my flight has been Cancelled Flightled would like to get home",,2015-02-21 15:15:19 -0800,,Atlantic Time (Canada) 569274088289660928,negative,1.0,Customer Service Issue,1.0,US Airways,,beychok,,0,"@USAirways it a change fee request from a month ago. after one hour on phone with your team, I’m told 120 day backlog. Awful.",,2015-02-21 15:14:53 -0800,Washington DC,Central Time (US & Canada) 569273247252008961,negative,1.0,Cancelled Flight,1.0,US Airways,,WAWStewart,,0,"@USAirways flt last nght Cancelled Flighted-mech.probs, flt this am Cancelled Flighted-snow, finally on a flt home. 1st cls empty & they won't let me sit there",,2015-02-21 15:11:33 -0800,Pennsylvania,Eastern Time (US & Canada) 569273176775114752,neutral,0.6967,,0.0,US Airways,,GreenkidspenWRA,,0,@USAirways Hello we are doing a world record attempt on the amount of ball point pens in a collection please could you help with a pen?,,2015-02-21 15:11:16 -0800,Grimsby - UK, 569272209887404032,neutral,1.0,,,US Airways,,caseyshearusso,,0,"@USAirways If I am traveling with an infant in my lap, is there anything I need to do to notify you?",,2015-02-21 15:07:26 -0800,connecticut, 569270187725160449,negative,1.0,Late Flight,0.3684,US Airways,,KennethBracy,,0,@USAirways you're killing me sche a flight to board 3 min after mine arrived with gate on other side of airport #genious,,2015-02-21 14:59:23 -0800,Where ever God puts me, 569269757293293568,negative,1.0,Can't Tell,1.0,US Airways,,tlarmondra,,0,@USAirways @AmericanAir 9 empty seats open in 1st on AA1061. No upgrades for a U.S. Gold member? Would love consistent policies.,,2015-02-21 14:57:41 -0800,"Charlotte, NC", 569269594386526209,positive,0.6276,,,US Airways,,PinkBird,,0,"@USAirways woohoo! He still has 1 more flight but so happy to hear they're in the air, just about cried! (Must be the preggo hormones!) thx!",,2015-02-21 14:57:02 -0800,,Mountain Time (US & Canada) 569268918566719488,negative,1.0,Late Flight,1.0,US Airways,,talk2jomaude,,0,"@USAirways status shows ""delayed"" it was just ""waiting for takeoff"" so did it depart? It certainly didn't at 4:17pm. http://t.co/emRUbu4WzD",,2015-02-21 14:54:21 -0800,, 569268155383717889,negative,1.0,Late Flight,1.0,US Airways,,CURVESandCHAOS,,0,@USAirways you're right it's not fun. Especially when I don't have much of a choice. Lol. #curvygirltravels,,2015-02-21 14:51:19 -0800,Los Angeles ,Pacific Time (US & Canada) 569267207324246019,neutral,1.0,,,US Airways,,amy_endres,,0,@USAirways can you help us figure out our correct six digit confirmation number?,,2015-02-21 14:47:33 -0800,"cincinnati, ohio", 569263908973903872,negative,1.0,Flight Booking Problems,1.0,US Airways,,ElizabethFrayer,,0,"@USAirways AND my rebooked flt isn't until Monday?? AND I don't get a voucher for a hotel?! Never again, US airways.",,2015-02-21 14:34:26 -0800,, 569263732280451072,positive,1.0,,,US Airways,,MichelleFilling,,0,@USAirways Thank you!!! This whole crew has rocked through bad weather and diversion. Pilot keeping us well informed. #customerservice,,2015-02-21 14:33:44 -0800,,Eastern Time (US & Canada) 569263677234388993,neutral,1.0,,,US Airways,,shivadelrahim,,0,@USAirways what about AA miles for USAir flights booked through American?,,2015-02-21 14:33:31 -0800,, 569263496560422912,positive,1.0,,,US Airways,,Punkasswill,,0,@USAirways i hope i get the opportunity to join the team with this job opening!,,2015-02-21 14:32:48 -0800,Nwps CA.,Alaska 569263373092823040,negative,1.0,Cancelled Flight,1.0,US Airways,,ElizabethFrayer,,0,@USAirways how is it that my flt to EWR was Cancelled Flightled yet flts to NYC from USAirways are still flying?,,2015-02-21 14:32:19 -0800,, 569262702301876224,negative,1.0,Customer Service Issue,1.0,US Airways,,jeffpash,,0,@USAirways @AmericanAir Flight SF to NYC only made it to Philly. Ur customer service is telling me no refund for the last leg? #offensive,,2015-02-21 14:29:39 -0800,San Francisco,Pacific Time (US & Canada) 569261236094967808,neutral,0.7185,,0.0,US Airways,,javierfigueroa,,0,@USAirways can you DM me please?,,2015-02-21 14:23:49 -0800,33027,Eastern Time (US & Canada) 569260276626956288,neutral,1.0,,,US Airways,,sarahtinvt,,0,@USAirways need seat assignments for one leg of family's return flight - can you please help via Twitter PM?,,2015-02-21 14:20:00 -0800,,Quito 569259449115942913,positive,1.0,,,US Airways,,OthalieGraham,,0,@USAirways thank you! You have always been so good to me. I will follow up.,"[39.94624391, -75.17915216]",2015-02-21 14:16:43 -0800,, 569258945254191104,positive,0.6531,,,US Airways,,Le_Sport1,,0,@USAirways No Problem - he was the only person in the airport who would help :),,2015-02-21 14:14:43 -0800,Rhos-on-Sea,London 569258934864781312,neutral,1.0,,,US Airways,,beekaytulsa,,0,@USAirways Okee doke,,2015-02-21 14:14:41 -0800,Flyover country,Central Time (US & Canada) 569258544714911746,positive,0.6879,,0.0,US Airways,,PinkBird,,0,"@USAirways thank you! It's # 1875 from BWI, keep seeing different stats, from delayed to awaiting take off to delayed...",,2015-02-21 14:13:08 -0800,,Mountain Time (US & Canada) 569256468198924288,positive,0.6934,,,US Airways,,MichelleFilling,,0,@USAirways Nick on flight 742 was awesome. Please reward him in some way!!! He has kept us smiling on a bad day of travel. #customerservice,,2015-02-21 14:04:52 -0800,,Eastern Time (US & Canada) 569256374011428866,negative,1.0,Customer Service Issue,1.0,US Airways,,beekaytulsa,,0,"@USAirways I was told a ""return call"" by a human",,2015-02-21 14:04:30 -0800,Flyover country,Central Time (US & Canada) 569255036796215297,negative,0.7118,Customer Service Issue,0.7118,US Airways,,javierfigueroa,,0,"@USAirways guys I need help my reservations, tried calling and I'm told to call Late Flightr. Please help me here.",,2015-02-21 13:59:11 -0800,33027,Eastern Time (US & Canada) 569253430100946944,positive,0.6363,,0.0,US Airways,,MattMuskrat,,0,@USAirways sitting on a plane in Philadelphia for over 20 minutes waiting just to get off the plane. Great service!,,2015-02-21 13:52:48 -0800,, 569252439548952576,negative,1.0,longlines,0.3434,US Airways,,OthalieGraham,,0,"@USAirways @PHLAirport Cancelled Flighted flight due to weather no problem, but wait for luggage for 4 hours?? IT MUST BE DELIVERED!!","[39.90000449, -75.20693516]",2015-02-21 13:48:52 -0800,, 569252020474896385,negative,1.0,Can't Tell,0.6695,US Airways,,MaxAtchity,,0,"@USAirways comin in clutch and sending me to Charlotte then home, I h8 u @AmericanAir, except for Wayne u a real g #ThankJesus #ThankMe",,2015-02-21 13:47:12 -0800,,Eastern Time (US & Canada) 569250990291062786,neutral,0.6665,,,US Airways,,PinkBird,,0,@USAirways this very pregnant lady's hoping &praying hubbys flight from BWI gets off the ground! I'd like him to get here before baby does!,,2015-02-21 13:43:06 -0800,,Mountain Time (US & Canada) 569250438882705410,neutral,0.6947,,,US Airways,,RaulFNYC,,0,@USAirways Ok Thanks,,2015-02-21 13:40:55 -0800,GLOBAL CITIZEN,Atlantic Time (Canada) 569248875825008640,negative,1.0,Customer Service Issue,0.6818,US Airways,,LindsaySweeting,,0,"@USAirways Every time I try, the line is disconnected b/c the system says you have too many calls. Glad your screw up matters so much to you",,2015-02-21 13:34:42 -0800,"Asheville, NC",Central Time (US & Canada) 569248700947689474,negative,1.0,Late Flight,0.6559,US Airways,,SSGV,,0,"@USAirways, another hour gone & they sit with more snow on them! Seriously?! http://t.co/Fupf0UAyir",,2015-02-21 13:34:01 -0800,"Kokomo, IN", 569248672606597121,negative,1.0,Damaged Luggage,0.6818,US Airways,,karsonbobbi,,0,"@USAirways already did. I travel for a living, no help at all that it will take 3-4 weeks for any repair. And I have to pay to ship to TX.",,2015-02-21 13:33:54 -0800,"Knoxville, TN",Indiana (East) 569248250424918021,negative,1.0,Lost Luggage,1.0,US Airways,,LindsaySweeting,,0,"@USAirways We did. @AmericanAir said to open one with you, too.",,2015-02-21 13:32:13 -0800,"Asheville, NC",Central Time (US & Canada) 569246373020717057,negative,0.6849,Customer Service Issue,0.6849,US Airways,,LindsaySweeting,,0,@USAirways ...be found when he checks in. Now no info. Please DM me and help me fix this NOW. (3/3),,2015-02-21 13:24:46 -0800,"Asheville, NC",Central Time (US & Canada) 569246231500685314,negative,1.0,Lost Luggage,1.0,US Airways,,LindsaySweeting,,0,"@USAirways to a booked hotel for the night so I had to find him a room at midnight. Then say his bags will be on the plane, but can't (2/3)",,2015-02-21 13:24:12 -0800,"Asheville, NC",Central Time (US & Canada) 569245856680914944,negative,1.0,Late Flight,1.0,US Airways,,LindsaySweeting,,0,@USAirways This is ridiculous. You delayed my husband's flights & made him miss his connection. Told him to leave his bags. Sent him (1/3),,2015-02-21 13:22:42 -0800,"Asheville, NC",Central Time (US & Canada) 569245155837882368,negative,1.0,Lost Luggage,1.0,US Airways,,LindsaySweeting,,0,@USAirways Been tweeting with the team at @AmericanAir who informed me that the problem is that you never sent his bags to them yesterday.,,2015-02-21 13:19:55 -0800,"Asheville, NC",Central Time (US & Canada) 569245152406953984,negative,0.6602,Can't Tell,0.3318,US Airways,,kelleynandrew,,0,@USAirways- can you tell me what the policy is for preboarding with small children? Is that still a thing?,,2015-02-21 13:19:55 -0800,, 569244957698969602,negative,1.0,Lost Luggage,0.6759,US Airways,,LindsaySweeting,,0,@USAirways Your Baggage system has hung up on me twice because you have too many callers. I NEED TO FIND MY HUSBAND'S (@SweetingR) BAGS.,,2015-02-21 13:19:08 -0800,"Asheville, NC",Central Time (US & Canada) 569243185832169472,negative,1.0,Can't Tell,1.0,US Airways,,POnions,,0,@USAirways haven't eaten all day either so lemme get that CC# so I can buy a burger across from the terminal. #DoBetter @UsAirwaysSuck,,2015-02-21 13:12:06 -0800,"CT, USA",Central Time (US & Canada) 569242425530712064,negative,1.0,Customer Service Issue,0.3683,US Airways,,POnions,,0,@USAirways looking forward to waiting on hold for 9 hrs to reschedule my flight. Bunch of idiots work for this airline.,,2015-02-21 13:09:04 -0800,"CT, USA",Central Time (US & Canada) 569242046621491200,positive,1.0,,,US Airways,,Tom4719,,0,@USAirways big thank you to your ticketing agent Ute V at Dulles-Washington for OUTSTANDING guest service to get me rebooked,,2015-02-21 13:07:34 -0800,"West Des Moines, IA",Central Time (US & Canada) 569241970662645762,negative,1.0,Can't Tell,1.0,US Airways,,POnions,,0,@USAirways you guys straight up suck ass,,2015-02-21 13:07:16 -0800,"CT, USA",Central Time (US & Canada) 569241834670698496,negative,1.0,Late Flight,0.7022,US Airways,,POnions,,0,"@USAirways still Effin waiting... Not weather delays, not engine trouble, but lack of crew? Are you shitting me?",,2015-02-21 13:06:44 -0800,"CT, USA",Central Time (US & Canada) 569241701434449920,positive,1.0,,,US Airways,,JoVeSi,,0,@USAirways I love you guys!!!,,2015-02-21 13:06:12 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 569241467916566530,negative,0.6667,Flight Booking Problems,0.3556,US Airways,,MarciDunnagan,,0,@USAirways my miles will expire on 2/29 and it could take someone 10 days to respond...I have over 150000 miles that I do not lose i❤usair,,2015-02-21 13:05:16 -0800,"Boston, MA",Hawaii 569241158196400130,negative,1.0,Flight Booking Problems,0.6758,US Airways,,afbillings,,0,@USAirways i have been trying ALL WEEK to book a multi city award trip (can't book online) I'm told to call back some other time. What?!?,,2015-02-21 13:04:02 -0800,"Charlotte, NC", 569239087493857281,negative,0.6526,Late Flight,0.3579,US Airways,,POnions,,0,@USAirways what am I paying you $275 for? Fly the damn plane! Not one announcement from the crew. Let me know how you wanna refund me.,,2015-02-21 12:55:49 -0800,"CT, USA",Central Time (US & Canada) 569238450794209280,negative,1.0,Flight Booking Problems,0.6317,US Airways,,KaiserRolls,,0,@USAirways -beg to differ. 4 things booked wrong and still not fixed. Get your act together! #USAirSucks,,2015-02-21 12:53:17 -0800,Arizona,Arizona 569237783715422208,neutral,0.6995,,0.0,US Airways,,SSGV,,0,"@USAirways, can't control weather/flight attendant.Can control this-green ACU bag, 1.5 hrs & counting! Yep that's me! http://t.co/0jUtCDRLjl",,2015-02-21 12:50:38 -0800,"Kokomo, IN", 569236665950203904,negative,1.0,Cancelled Flight,0.6904,US Airways,,WikeMK,,0,"@timbennettg3 @USAirways Cancelled Flightled 4532 sch departure 8:38 am, wasn't snowing yet and other flights were still leaving #Fail",,2015-02-21 12:46:11 -0800,"washington, dc",Eastern Time (US & Canada) 569234806543929344,negative,1.0,Bad Flight,0.6617,US Airways,,POnions,,0,@USAirways And now your half assed plane is falling apart. Some one tell my family I love them! #DoBetter http://t.co/UA6doUA34l,,2015-02-21 12:38:48 -0800,"CT, USA",Central Time (US & Canada) 569234264153174017,negative,1.0,Can't Tell,1.0,US Airways,,jksmokes_billy,,0,@USAirways is the 7th circle of hell right after the dmv. #noshadetothedmv,"[35.2238122, -80.9435393]",2015-02-21 12:36:39 -0800,, 569230567759327233,negative,1.0,Bad Flight,0.6703,US Airways,,POnions,,0,@USAirways thanks for the seat that doesn't recline. I'm shocked I'm not being asked to serve everyone drinks on the plane. #DoBetter,,2015-02-21 12:21:57 -0800,"CT, USA",Central Time (US & Canada) 569229557468827648,negative,1.0,Customer Service Issue,1.0,US Airways,,beekaytulsa,,0,@USAirways it's been three weeks since I was specifically told I would get a call back from your folks in AZ- should I keep being patient?,,2015-02-21 12:17:56 -0800,Flyover country,Central Time (US & Canada) 569229441739522048,negative,1.0,Customer Service Issue,1.0,US Airways,,billskutch,,0,@USAirways #Unbelievable that for 2 consecutive days I can't get through to a person. On hold over 2 hours and still going,,2015-02-21 12:17:29 -0800,,Eastern Time (US & Canada) 569229135752642560,negative,1.0,Can't Tell,1.0,US Airways,,POnions,,0,@USAirways you are cutting into my pregame time. Go @KentuckyMBB !!!!,,2015-02-21 12:16:16 -0800,"CT, USA",Central Time (US & Canada) 569226857272516608,positive,0.6333,,0.0,US Airways,,MattClement,,0,@USAirways Can't wait for the trip. Thanks for getting me there!,,2015-02-21 12:07:13 -0800,"Troy, NY",Eastern Time (US & Canada) 569226044118581248,negative,1.0,Can't Tell,0.6937,US Airways,,MathieuChauve,,0,@USAirways What's the seat assignment policy? Why let us choose a seat only to change it on us two weeks Late Flightr?,,2015-02-21 12:03:59 -0800,,Eastern Time (US & Canada) 569225958495952897,negative,1.0,Late Flight,0.6522,US Airways,,courtnush,,0,"@USAirways Yes, it's February. Bad weather happens every winter. If you guys don't have the business sense to forecast that I'm at a loss.",,2015-02-21 12:03:38 -0800,"Downtown Phoenix (#dtphx), AZ", 569223653952323584,negative,1.0,Customer Service Issue,0.6854,US Airways,,RaulFNYC,,0,@USAirways I called twice the recording says that it has being delivered to my apt but it is not here ?,,2015-02-21 11:54:29 -0800,GLOBAL CITIZEN,Atlantic Time (Canada) 569223536507809792,negative,1.0,Late Flight,0.3515,US Airways,,Matt_Gerlach,,0,@USAirways in don't have it on me at the time as I am taking Amtrak home. How do we call for partial refunds?,,2015-02-21 11:54:01 -0800,"ÜT: 43.106744,-76.14949",Eastern Time (US & Canada) 569223492987723778,negative,1.0,Customer Service Issue,1.0,US Airways,,sejly03,,0,"@USAirways 4+ hour hold, finally Cancelled Flighted ticket! sticking to @delta @Expedia who allow easy online Cancelled Flights/refunds! http://t.co/RKVCZBpdCE",,2015-02-21 11:53:51 -0800,,Eastern Time (US & Canada) 569223482791366656,negative,0.6734,Flight Booking Problems,0.6734,US Airways,,shphotographydc,,0,@USAirways Hold time to book award travel from Gold status: 4 HOURS and counting!!!! + 4 days of calling #usairwaysfail @AmericanAir,,2015-02-21 11:53:48 -0800,dc , 569220920218296320,negative,1.0,Cancelled Flight,1.0,US Airways,,Marci_DZ,,0,@USAirways now what? You Cancelled Flightled my flight again... Are you paying for my hotel?,,2015-02-21 11:43:37 -0800,,Eastern Time (US & Canada) 569220438397751299,positive,1.0,,,US Airways,,culvert,,0,@USAirways your team member at DCA- Tamara R. is her name was awesome. You should have more employees like her!,,2015-02-21 11:41:42 -0800,"Miami, Fla",Eastern Time (US & Canada) 569220243123544065,positive,0.6778,,0.0,US Airways,,MichelleFilling,,0,@USAirways thanks for getting us on ur plane. Awesome flight attendant who is making us smile after difficult travel. #customerservice,,2015-02-21 11:40:56 -0800,,Eastern Time (US & Canada) 569219405852377090,negative,1.0,Lost Luggage,1.0,US Airways,,ankitgulati,,0,"@USAirways had baggage lost last night, no call from us airways and no bags and nobody answering phone #badcustomersrvice #whereismybag",,2015-02-21 11:37:36 -0800,"charlotte, north carolina",Central Time (US & Canada) 569217929541238784,negative,0.696,Cancelled Flight,0.696,US Airways,,ERHinman,,0,"@USAirways if my flight's been Cancelled Flightled, and I can't reach anyone over the phone or ticketing agents, safe to assume I wasn't rebooked?",,2015-02-21 11:31:44 -0800,"Washington, DC",Eastern Time (US & Canada) 569217342380445696,negative,1.0,Lost Luggage,1.0,US Airways,,RaulFNYC,,0,@USAirways @AmericanAir WHERE IS MY BAG ?#SOS ITIS BEING LOST FOR MORE THAN 24 HOURS ! #POORCUSTUMERSERVICE,,2015-02-21 11:29:24 -0800,GLOBAL CITIZEN,Atlantic Time (Canada) 569212558952960000,neutral,1.0,,,US Airways,,YoungBBE3,,0,@USAirways How does flight 680 look? I'm hearing about Cancelled Flightled departures from @Reagan_Airport and I'm about to head into it,,2015-02-21 11:10:24 -0800,,Eastern Time (US & Canada) 569212376421158912,negative,0.6919,Customer Service Issue,0.6919,US Airways,,EAFiedler,,0,@USAirways @AmericanAir Is there a way to reserve a veg meal online for a flight to Brazil tomorrow? I've been onhold for more than 1 hour.,,2015-02-21 11:09:40 -0800,Philly,Eastern Time (US & Canada) 569211350985134081,negative,1.0,Customer Service Issue,0.6437,US Airways,,lorelleismith,,0,@USAirways rebooked me after i missed my flight..never called me and i didnt check my email. I (cont) http://t.co/uTfDhxa8pU,,2015-02-21 11:05:36 -0800,Cleveland/Sandusky, 569210743133831168,negative,1.0,Lost Luggage,1.0,US Airways,,RaulFNYC,,0,@USAirways #SOS WHERE IS MY BAG ?,,2015-02-21 11:03:11 -0800,GLOBAL CITIZEN,Atlantic Time (Canada) 569209605198376961,negative,1.0,Customer Service Issue,1.0,US Airways,,beychok,,0,@USAirways been on hold for 39 minutes and counting for a month old change fee refund request for a funeral. This is pathetic.,,2015-02-21 10:58:39 -0800,Washington DC,Central Time (US & Canada) 569206566035042305,negative,1.0,Cancelled Flight,1.0,US Airways,,ClaudOakeshott,,0,"@USAirways after 5 flight Cancelled Flightlations we finally get a flight, get to the gate on time & you've given our seats away? Seriously??",,2015-02-21 10:46:35 -0800,Washington DC, 569202715571703808,negative,1.0,Bad Flight,1.0,US Airways,,SportsLoverofNY,,0,@USAirways the American Eagle plane you're using for CLT to RDU is disgusting! You should be ashamed! #disgusting #ew http://t.co/B4xhiRuGzV,,2015-02-21 10:31:17 -0800,, 569198999904886784,negative,1.0,Customer Service Issue,1.0,US Airways,,lj_verde,,0,@USAirways undermines the intelligence of customers by ignoring their complaints with their copy and paste canned responses #usairwaysfail,,2015-02-21 10:16:31 -0800,DC,Eastern Time (US & Canada) 569198593158086656,negative,1.0,Customer Service Issue,1.0,US Airways,,lj_verde,,0,@USAirways providing poor customer service by responding to complaints with a copy and paste tempLate Flight unreLate Flightd to complaint #usairwaysfail,,2015-02-21 10:14:54 -0800,DC,Eastern Time (US & Canada) 569198480226439168,negative,1.0,Customer Service Issue,1.0,US Airways,,sejly03,,0,@USAirways I've been on hold for over 2 1/2 hours - there has to be an easier way to Cancelled Flight/get a refund... 😑😩 http://t.co/Cm4roIypc2,,2015-02-21 10:14:27 -0800,,Eastern Time (US & Canada) 569196701401128961,negative,1.0,longlines,0.6275,US Airways,,DebbieJeanDavis,,0,@USAirways enormous lines at customer service and two agents what kind of service is that .. http://t.co/ffanixJhwh,,2015-02-21 10:07:23 -0800,CT,Atlantic Time (Canada) 569194567603499008,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,marccopely,,0,@USAirways Inexcusable behavior by gate agent. Sorry isn't enough. #Flight850 #CLT-#BNA,,2015-02-21 09:58:54 -0800,NYC/Nashville,Eastern Time (US & Canada) 569192350607671297,negative,1.0,Customer Service Issue,0.3787,US Airways,,The_Dan_Kelly,,0,@USAirways chose you for a flight with very time sensitive arrival And you drop the ball. What gives? CLT #667 good way to lose my business,,2015-02-21 09:50:06 -0800,Earth, 569191845219209217,negative,1.0,Customer Service Issue,1.0,US Airways,,arcairns,,0,@USAirways I'm trying to Cancelled Flight my flight within the 24hr window but have been on hold for over an hour. Is there an alternate # I can dial?,,2015-02-21 09:48:05 -0800,San Francisco,Pacific Time (US & Canada) 569191270654070784,negative,1.0,Customer Service Issue,0.6745,US Airways,,ebrooks11,,0,@USAirways i've been on hold for an hour trying to change my flight!!! COME ON,,2015-02-21 09:45:48 -0800,the peez, 569190606276333568,negative,1.0,Customer Service Issue,1.0,US Airways,,donnieberaskow,,0,@USAirways what happens if the flight takes off before we Cancelled Flight?? That's the issue. We don't want to pay because of your inaccessibility!,,2015-02-21 09:43:10 -0800,"Toronto, ON",Eastern Time (US & Canada) 569190357344358400,negative,1.0,Customer Service Issue,0.6706,US Airways,,musiccityharp,,0,"@USAirways I'm assisting @marccopely. He is already rebooked. Agents rude, unhelpful, discourteous. #FrequentFlyers appalled. Unacceptable!!",,2015-02-21 09:42:10 -0800,Nashville/NYC,Central Time (US & Canada) 569189803746574337,negative,1.0,Late Flight,1.0,US Airways,,lorelleismith,,0,@usairways this is ridiculous at CLT and we missed our connecting flight because of a chuckhole on runway?? #shameful (1/1),,2015-02-21 09:39:58 -0800,Cleveland/Sandusky, 569189550570016768,negative,0.6774,Flight Booking Problems,0.6774,US Airways,,ElFun,,0,@USAirways Look at that. The flight I have been trying to book for 3 days is gone. I guess someone got through. Thanks! Keep up the #Failing,"[34.16721397, -118.3453091]",2015-02-21 09:38:58 -0800,Burbank,Pacific Time (US & Canada) 569188782492266496,negative,1.0,Late Flight,1.0,US Airways,,AnnaFreifeld,,0,@USAirways no one at #clt knows about runway issues..my inbound flight was only one delayed..connection left without me..now I'm stuck!,,2015-02-21 09:35:55 -0800,, 569188447157661696,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,marccopely,,1,@USAirways flight 850. RUDE RUDE RUDE service! Awful.,,2015-02-21 09:34:35 -0800,NYC/Nashville,Eastern Time (US & Canada) 569184069734395906,neutral,1.0,,,US Airways,,shivadelrahim,,0,@USAirways what is contact info to upgrade using advantage miles?,,2015-02-21 09:17:11 -0800,, 569183862493810690,neutral,0.3713,,0.0,US Airways,,shivadelrahim,,0,@USAirways @shivadelrahim what about upgrades?,,2015-02-21 09:16:22 -0800,, 569182303034974208,negative,1.0,Cancelled Flight,1.0,US Airways,,airtraffic01,,0,@USAirways what is with all the Cancelled Flightlations to PBI? We have pax at DCA that have been sent to 4 different lines between AAL and AWE. Help!,,2015-02-21 09:10:10 -0800,Bushwood, 569182050219126785,negative,1.0,Customer Service Issue,1.0,US Airways,,sejly03,,0,@USAirways so I still need to stay on hold? http://t.co/04SDytT7zd,,2015-02-21 09:09:10 -0800,,Eastern Time (US & Canada) 569181501830656000,neutral,0.6408,,0.0,US Airways,,POnions,,0,@USAirways how do you have only 1 flight into lexington this afternoon with the #1 @KentuckyMBB playing a big game tonight? #DoBetter,,2015-02-21 09:06:59 -0800,"CT, USA",Central Time (US & Canada) 569180856423567361,negative,1.0,Can't Tell,1.0,US Airways,,SkipCohen,,1,"Hey @USAirways based on the number of retweets and likes on my FB post, it's nice to know I'm not alone in my frustrations with you guys!",,2015-02-21 09:04:25 -0800,"ÜT: 36.149602,-86.779693",Eastern Time (US & Canada) 569180231782801408,negative,1.0,Customer Service Issue,0.6477,US Airways,,sebastian_mcfox,,0,@USAirways seems to be the only airline without a dedicated line for status members,,2015-02-21 09:01:56 -0800,, 569178197499256832,neutral,1.0,,,US Airways,,DontenPhoto,,0,@USAirways Flight 1815 (N747UW) arrives at @FlyTPA following flight from @PHLAirport http://t.co/TtLwZgIyAg,,2015-02-21 08:53:51 -0800,"Englewood, Florida",Eastern Time (US & Canada) 569176543236399104,negative,1.0,Can't Tell,0.6181,US Airways,,observepeople,,0,@usairways I just learned that although there is travel policy and they waive the change fee-you will still be charged a $25 reservation fee,,2015-02-21 08:47:17 -0800,,Eastern Time (US & Canada) 569176528338202624,positive,0.6888,,0.0,US Airways,,ooglek,,0,"@USAirways Stars aligned. Connecting flight was delayed into CLT. Made it! Thanks, glad to know someone is listening. Time for 80° in MoBay!",,2015-02-21 08:47:13 -0800,"Falls Church, VA",Eastern Time (US & Canada) 569174847374233600,negative,0.636,Customer Service Issue,0.3299,US Airways,,shivadelrahim,,0,@USAirways if one with @AmericanAir why can't you use American miles????,,2015-02-21 08:40:33 -0800,, 569174820308590592,negative,0.6523,Customer Service Issue,0.6523,US Airways,,sebastian_mcfox,,0,@USAirways why cant Sapphire members reach anyone on the phone?,,2015-02-21 08:40:26 -0800,, 569171651381702657,negative,1.0,Customer Service Issue,0.6522,US Airways,,nickdawson,,0,@USAirways gold desk quoting me $900 to rebook due to weather. Can buy first seat on same flight for $440. Why? On hold for 45+ mins now,"[0.0, 0.0]",2015-02-21 08:27:51 -0800,"Washington, DC",Eastern Time (US & Canada) 569171167174627328,negative,1.0,Customer Service Issue,1.0,US Airways,,observepeople,,0,@USAirways @PRof_Solutions Be prepared for 3+ hours hold times,,2015-02-21 08:25:55 -0800,,Eastern Time (US & Canada) 569170176165478401,negative,1.0,Can't Tell,1.0,US Airways,,SkipCohen,,0,@USAirways Sadly your words don't represent your company's actions. Talk is cheap.,,2015-02-21 08:21:59 -0800,"ÜT: 36.149602,-86.779693",Eastern Time (US & Canada) 569169690997751808,negative,1.0,Customer Service Issue,1.0,US Airways,,donnieberaskow,,0,@USAirways trying to Cancelled Flight a flight urgently...get hung up on twice??? Sweet refund policy,,2015-02-21 08:20:03 -0800,"Toronto, ON",Eastern Time (US & Canada) 569169274109100032,negative,1.0,Customer Service Issue,0.6847,US Airways,,observepeople,,0,@USAirways @SeanVRose Sean - keep in mind if you call...plan on being on hold for 3+ hours,,2015-02-21 08:18:24 -0800,,Eastern Time (US & Canada) 569168696083656705,neutral,0.6657,,,US Airways,,ThatLittleAnt,,0,@USAirways - what is your policy regarding large-size passengers who cannot fit into a single coach class seat?,,2015-02-21 08:16:06 -0800,"New Haven, CT",Eastern Time (US & Canada) 569167658698067970,negative,1.0,Flight Attendant Complaints,0.7004,US Airways,,smash_tag,,0,"@USAirways ""Owen F"" at DCA Gate 42: #rude.","[38.85580899, -77.04174148]",2015-02-21 08:11:59 -0800,"Buffalo, NY",Eastern Time (US & Canada) 569167514300784640,negative,1.0,Customer Service Issue,1.0,US Airways,,Indydi5,,0,@USAirways ! THE WORST in customer service. @USAirways ! Calling for over a month to book a flight! #poorcustomerservice #usairwaysfflyer,,2015-02-21 08:11:24 -0800,Maryland, 569166368781635584,negative,1.0,Customer Service Issue,1.0,US Airways,,sejly03,,0,@USAirways on hold for 30 minutes & counting to Cancelled Flight reservation booked within 24 hours - can I do it here? conf code: F6DK04 / XZMSCW,,2015-02-21 08:06:51 -0800,,Eastern Time (US & Canada) 569165517614944256,negative,0.691,Bad Flight,0.3721,US Airways,,lumpuck,,0,@usairways - thanks for the 5+ hour flight from PIT to PHX with zero entertainment. Guess why I have a quarter million + miles on Delta,,2015-02-21 08:03:28 -0800,"Wexford, PA", 569164415322492928,negative,1.0,Late Flight,0.6915,US Airways,,observepeople,,0,@usairways I get extended hold times due to the weather...but 2-1/2 hours on hold (and counting). HELP!!,,2015-02-21 07:59:05 -0800,,Eastern Time (US & Canada) 569164183473762304,negative,0.6764,Customer Service Issue,0.6764,US Airways,,lfothergill,,0,@USAirways Official time of call 3 hours 10 minutes but must add for 7 minutes your reservation agent was extremely professional and helpful,,2015-02-21 07:58:10 -0800,"Pittsford, Vermont",Atlantic Time (Canada) 569163241781403648,negative,1.0,Lost Luggage,1.0,US Airways,,swatkins_44,,0,@USAirways - I'm currently missing a basketball game due to your lost bag policy #terribleservice #wheresmyrefund,,2015-02-21 07:54:26 -0800,,Quito 569163008309657600,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,BCchillennnnnn,,0,@USAirways your flight attendants are all jerks 🐳,,2015-02-21 07:53:30 -0800,VA ,Eastern Time (US & Canada) 569162593819955203,negative,1.0,Flight Booking Problems,1.0,US Airways,,RooterHTG,,0,@USAirways Easily the most ridiculous experience trying to spend money with your company.,,2015-02-21 07:51:51 -0800,"Sequim, WA", 569162211748245504,negative,1.0,Customer Service Issue,0.6529,US Airways,,RooterHTG,,0,@USAirways Was told it was a software bug. Told to call back this AM Now your system is too busy to handle any calls this AM. Clown shoes.,,2015-02-21 07:50:20 -0800,"Sequim, WA", 569161513056935936,negative,1.0,Customer Service Issue,1.0,US Airways,,shivadelrahim,,0,@USAirways - been on hold with reservations for over 30 min already! #worstairline,,2015-02-21 07:47:33 -0800,, 569159165626716160,negative,1.0,Late Flight,1.0,US Airways,,therealcab,,0,@USAirways now the 3rd issue with the plane is a fuel leak. They will let us know soon what they decide. #getmeoffthisplane #ineedabeer,,2015-02-21 07:38:14 -0800,, 569158030404800513,negative,1.0,Customer Service Issue,1.0,US Airways,,lmcampo,,0,@USAirways @franchise02 my friend has been on hold for 1.5 hours and still counting!,"[38.90321224, -76.99583548]",2015-02-21 07:33:43 -0800,"Washington, D.C.",Eastern Time (US & Canada) 569156425626329089,neutral,1.0,,,US Airways,,observepeople,,0,@usairways Does anyone know the hold times for USAirways reservations?,,2015-02-21 07:27:20 -0800,,Eastern Time (US & Canada) 569154174929244162,negative,1.0,Late Flight,0.7072,US Airways,,ooglek,,0,"@USAirways flight 813 DCA to CLT stuck waiting on CLT ATC. Cmon #FAA Missing flt 826 CLT to MBJ, hope you can rebook me! 816?",,2015-02-21 07:18:24 -0800,"Falls Church, VA",Eastern Time (US & Canada) 569153841083625473,negative,1.0,Customer Service Issue,1.0,US Airways,,observepeople,,0,"@usairways when trying to check-in online, it says to call...now I've been on hold for 2 hours...what to do?",,2015-02-21 07:17:04 -0800,,Eastern Time (US & Canada) 569153207148150785,negative,1.0,Late Flight,0.6752,US Airways,,therealcab,,0,@USAirways how long are you going make us sit in this plane while they repair it? Could I at least get a beer???,,2015-02-21 07:14:33 -0800,, 569152792314687488,negative,1.0,Customer Service Issue,1.0,US Airways,,observepeople,,0,@usairways I've been on hold for approaching 2 hrs for an issue when I changed my ticket online. Frustrating.,,2015-02-21 07:12:54 -0800,,Eastern Time (US & Canada) 569151367702401025,negative,1.0,Customer Service Issue,1.0,US Airways,,tzutse,,0,"@USAirways on hold for 1hr, 30min. Not willing to hang in there as long as @franchise02. @AmericanAir answered in 7 min. U are not 1 yet.",,2015-02-21 07:07:15 -0800,Texas,Central Time (US & Canada) 569147067559485440,neutral,0.6117,,0.0,US Airways,,LaurenCarrot,,0,"@USAirways what's the point of email stating I didn't get bumped to 1st class? I know I'm not in first class, I booked the regular ticket","[39.9692473, -75.1346431]",2015-02-21 06:50:09 -0800,Your Dreams, 569145957721505792,negative,1.0,Customer Service Issue,1.0,US Airways,,franchise02,,0,@USAirways 2 hours and 7 minutes. Just want to know I'm still in the queue...,,2015-02-21 06:45:45 -0800,,Eastern Time (US & Canada) 569144026084962305,negative,1.0,Customer Service Issue,1.0,US Airways,,ShelbyDrazen,,1,"@USAirways check in at St. Louis is so rude, even the TSA is nicer than them.",,2015-02-21 06:38:04 -0800,,Eastern Time (US & Canada) 569143915405651968,negative,1.0,Late Flight,0.3511,US Airways,,MissMollyAas,,0,@USAirways so disappointed. Least you could do is give us access to admirals club for an hour before our flight to our wedding!,,2015-02-21 06:37:38 -0800,"phoenix, AZ",Arizona 569143704109215745,negative,1.0,Flight Attendant Complaints,0.3387,US Airways,,MissMollyAas,,0,"@USAirways paid to upgrade to first class, went up to Admirals club at PHX airport to be turned away because our flight is to CUN and not MC",,2015-02-21 06:36:47 -0800,"phoenix, AZ",Arizona 569143443512897536,negative,1.0,Late Flight,0.6669,US Airways,,lfothergill,,0,@USAirways can you please post wait time-have been on hold for two hours,,2015-02-21 06:35:45 -0800,"Pittsford, Vermont",Atlantic Time (Canada) 569139808804605953,negative,1.0,Cancelled Flight,0.6782,US Airways,,Danielle__Paige,,0,@USAirways Saying my friend missed her flight when she clearly sat next to me on the plane & now you're Cancelled Flighting her flight home.. WTF!?,,2015-02-21 06:21:19 -0800,,Quito 569136628301729792,negative,1.0,Customer Service Issue,0.701,US Airways,,NYC_Allie,,0,@USAirways or is anyone even responding to social media? AWFUL.,,2015-02-21 06:08:40 -0800,NYC,Eastern Time (US & Canada) 569136050951622656,positive,1.0,,,US Airways,,AnnaFreifeld,,0,@USAirways a big thanks to the gate agent flt5127..keeping us informed of the delay#greatcustomerservice,,2015-02-21 06:06:23 -0800,, 569135312175280128,negative,1.0,Customer Service Issue,1.0,US Airways,,NYC_Allie,,0,"@USAirways I'm on vacation, This is the LAST thing I want to be doing. Is anyone even answering the phone?",,2015-02-21 06:03:27 -0800,NYC,Eastern Time (US & Canada) 569135148660342784,negative,1.0,Customer Service Issue,1.0,US Airways,,NYC_Allie,,0,@USAirways I fucking hate your customer service. I've been on hold all morning trying to figure out why you Cancelled Flighted my flight.,,2015-02-21 06:02:48 -0800,NYC,Eastern Time (US & Canada) 569135011322064897,negative,1.0,Cancelled Flight,1.0,US Airways,,PRof_Solutions,,0,@USAirways DCA to RSW at 8:30am Cancelled Flightled. Rebook to Charlotte Cancelled Flightled. Can we rebook selves online???,,2015-02-21 06:02:15 -0800,"Washington, DC",Eastern Time (US & Canada) 569134333166002177,negative,0.6596,Flight Booking Problems,0.3617,US Airways,,MarciDunnagan,,0,@USAirways how do I find an email address regarding reativation of dividend miles. Nothing on website,,2015-02-21 05:59:33 -0800,"Boston, MA",Hawaii 569129625592274944,negative,1.0,Damaged Luggage,0.6859999999999999,US Airways,,CraigHall19701,,0,@USAirways baggage drop at phl b/c is incredibly backed up... unacceptable service,,2015-02-21 05:40:51 -0800,Delaware,Eastern Time (US & Canada) 569128660101427200,neutral,0.6947,,0.0,US Airways,,ErinPlocica,,0,"@USAirways we're glad to hear it. Out of curiosity, what causes such flight patterns?",,2015-02-21 05:37:01 -0800,"Nürnberg, Germany ", 569126921096859648,negative,1.0,Cancelled Flight,1.0,US Airways,,WikeMK,,0,"@USAirways trying 2 fly frm DCA to SRQ to visit a family member in hospice but 4532 was Cancelled Flightled, can someone assist me?",,2015-02-21 05:30:06 -0800,"washington, dc",Eastern Time (US & Canada) 569126397161054208,negative,1.0,Customer Service Issue,0.6406,US Airways,,ndngenuity,,0,"@USAirways I don't want a reservation change, just adding a service. Am going public with this to get help.",,2015-02-21 05:28:01 -0800,Chesapeake Bay watershed,Eastern Time (US & Canada) 569125267270017024,negative,1.0,Customer Service Issue,1.0,US Airways,,ndngenuity,,1,"All followers please note that @USAirways is not taking customer service calls, nor responding by helping via soc. media #dontflyusairways",,2015-02-21 05:23:32 -0800,Chesapeake Bay watershed,Eastern Time (US & Canada) 569124893477842944,negative,1.0,Flight Attendant Complaints,0.6981,US Airways,,MsDixieDeLight,,0,"@USAirways your checkin at @PHLAirport is a #shitshow, and the agent behind the counter who tried to send me to the wrong destination=rude!",,2015-02-21 05:22:03 -0800,"New York, NY",Eastern Time (US & Canada) 569124496990466051,negative,1.0,Late Flight,0.6566,US Airways,,Terri79,,0,@USAirways Sitting on the runway at phl for the last 30 min because the correct weights for the flight aren't in the system? #jobfail,,2015-02-21 05:20:28 -0800,Earth,Eastern Time (US & Canada) 569124024426618881,neutral,0.3476,,0.0,US Airways,,franchise02,,0,@USAirways So no idea? Thanks...,,2015-02-21 05:18:35 -0800,,Eastern Time (US & Canada) 569123565984997376,negative,1.0,Customer Service Issue,1.0,US Airways,,franchise02,,0,"@USAirways any guesstimate on hold times? Can't change my flight online, at 45 mins and counting...",,2015-02-21 05:16:46 -0800,,Eastern Time (US & Canada) 569120836264853505,negative,1.0,Customer Service Issue,0.6871,US Airways,,NYC_Allie,,0,@USAirways Trying to change my flight due to NYC travel advisory... your online system Cancelled Flighted my entire flight. Been on hold for over 1 hr,,2015-02-21 05:05:55 -0800,NYC,Eastern Time (US & Canada) 569120452586700800,negative,1.0,Customer Service Issue,0.6686,US Airways,,shaun_g,,0,@USAirways yes. But the manner with which it was done was harsh for those affected. Already checked in. No remorse. Weak alternatives.,,2015-02-21 05:04:24 -0800,Nairobi,Nairobi 569119050682339329,positive,0.6729,,,US Airways,,kaptainkoncrete,,0,@USAirways ok. Thank you,,2015-02-21 04:58:50 -0800,,Central Time (US & Canada) 569118675070005248,negative,1.0,Can't Tell,0.6584,US Airways,,imprfctfitlife,,0,@USAirways told to work it out ourselves #joke #fail,,2015-02-21 04:57:20 -0800,"Brooklyn, NY", 569117839308800001,negative,1.0,Customer Service Issue,0.6549,US Airways,,imprfctfitlife,,0,@USAirways incapable of seating a 2yo and mom together. Toddler in his own row #fail @CNN,,2015-02-21 04:54:01 -0800,"Brooklyn, NY", 569117360965193728,negative,1.0,Flight Booking Problems,0.6714,US Airways,,shaun_g,,0,@USAirways bumping people off a flight ten minutes before takeoff because the flight is overbooked #fail,,2015-02-21 04:52:07 -0800,Nairobi,Nairobi 569116333998256129,negative,1.0,Bad Flight,0.6774,US Airways,,iansilverman,,0,@USAirways you call this a window seat? #airbus321seat14Fproblems http://t.co/ZKOE6clGiU,,2015-02-21 04:48:02 -0800,Philadelphia, 569115483313582080,negative,0.6739,Customer Service Issue,0.6739,US Airways,,kaptainkoncrete,,0,@USAirways is there a number to call to modify reservation. Please help. Very frustrating with american and us air merger,,2015-02-21 04:44:39 -0800,,Central Time (US & Canada) 569114772211437568,negative,1.0,Can't Tell,0.6593,US Airways,,LindsaySweeting,,0,@USAirways you've completely ruined a pro athlete's ability to prepare for a race. Now you won't help him get the bike he needs to the DR?!,,2015-02-21 04:41:49 -0800,"Asheville, NC",Central Time (US & Canada) 569114030268424192,negative,1.0,Lost Luggage,0.7081,US Airways,,LindsaySweeting,,0,@USAirways Cool. Now @SweetingR has been told you can't re-route his bags after he was told to leave them last night. He needs them to race.,,2015-02-21 04:38:53 -0800,"Asheville, NC",Central Time (US & Canada) 569108474233270273,negative,1.0,Late Flight,1.0,US Airways,,imjipper33,,0,"@USAirways quick, let's board a plane so that we can sit on runway for 2 hours #clockwork #scareways #neverfails @AUmilo1","[38.18285051, -85.74225293]",2015-02-21 04:16:48 -0800,nashville via minnesota, 569108069893992448,negative,1.0,Customer Service Issue,0.6446,US Airways,,LindsaySweeting,,0,"@USAirways Also, get excited, because he's going to be unable to contact you all from his destination, so you get to talk to me.",,2015-02-21 04:15:12 -0800,"Asheville, NC",Central Time (US & Canada) 569108027644645376,negative,0.6246,Bad Flight,0.6246,US Airways,,ErinPlocica,,0,"@USAirways flight 705 FRA-CAT did some odd zig-zagging movements over Frankfurt... Is everything ok?",,2015-02-21 04:15:01 -0800,"Nürnberg, Germany ", 569107706302357504,negative,1.0,Customer Service Issue,0.6696,US Airways,,LindsaySweeting,,0,"@USAirways It's pretty hilarious that you want @SweetingR to finish his awful experience before doing something. Make it right, now.",,2015-02-21 04:13:45 -0800,"Asheville, NC",Central Time (US & Canada) 569103591966793728,negative,1.0,Cancelled Flight,0.3384,US Airways,,CLChicosky,,0,"@USAirways u would think if u were going to Cancelled Flight my flight, you'd rebook our seats to something other than the last row. #usairwaysfail",,2015-02-21 03:57:24 -0800,, 569103475709054976,negative,1.0,Customer Service Issue,1.0,US Airways,,kidchorusteach,,0,@USAirways no online clearly states I can NOT- It says to call res. I already explained that.,,2015-02-21 03:56:56 -0800,,Eastern Time (US & Canada) 569102942088900608,negative,0.6622,Flight Booking Problems,0.6622,US Airways,,evonleer,,0,@USAirways dealing w fam emergency. Was told was rebooked this am to AA flight 4297 out of ORD and now it's not in system. Need help ASAP.,,2015-02-21 03:54:49 -0800,"Washington, DC", 569088825420607488,positive,1.0,,,US Airways,,WTFloris,,0,"@USAirways Got it, thanks!",,2015-02-21 02:58:43 -0800,Raxacoricofallapatorius,Amsterdam 569083218554519552,negative,0.68,Can't Tell,0.35,US Airways,,WTFloris,,0,"@USAirways Umm, can you define 'extra time'?",,2015-02-21 02:36:27 -0800,Raxacoricofallapatorius,Amsterdam 569079956912758784,neutral,1.0,,,US Airways,,WTFloris,,0,@USAirways International,,2015-02-21 02:23:29 -0800,Raxacoricofallapatorius,Amsterdam 569072664997801984,negative,1.0,Damaged Luggage,0.6663,US Airways,,WTFloris,,0,"@USAirways Oh yes, because I had loads of time running to my connecting flight after you delayed me for about 90 minutes...",,2015-02-21 01:54:30 -0800,Raxacoricofallapatorius,Amsterdam 569064161747083266,negative,1.0,Damaged Luggage,1.0,US Airways,,WTFloris,,0,"@USAirways Hey, my bag was damaged flying with you yesterday. What can I do?",,2015-02-21 01:20:43 -0800,Raxacoricofallapatorius,Amsterdam 569040346262282241,neutral,0.6872,,0.0,US Airways,,welshlinds,,0,"@USAirways landed at Phoenix, but we had to board a flight quickly to Vegas so no time at the airport. What now?",,2015-02-20 23:46:05 -0800,, 569039105775939584,neutral,0.6872,,0.0,US Airways,,welshlinds,,0,@USAirways I left something on a recent flight today. Who do I contact to retrieve it please? Thanks!,,2015-02-20 23:41:09 -0800,, 569033300662218752,negative,1.0,Late Flight,1.0,US Airways,,yvonneokaka,,0,@USAirways @AmericanAir flight 849's four subsequent delays destroyed my travel plans this evening. Looking to resolve this matter.,,2015-02-20 23:18:05 -0800,,Quito 569031663520489472,negative,1.0,Lost Luggage,1.0,US Airways,,uzerandloseher,,0,@USAirways I did at 7 pm! Still no bag..,,2015-02-20 23:11:35 -0800,"New York, NY",Central Time (US & Canada) 569021593852239872,positive,1.0,,,US Airways,,_G_Stevens,,0,@USAirways Just spoke with a representative. Moved my flight earlier. Thank you so much for the follow up.,,2015-02-20 22:31:34 -0800,NYC,Eastern Time (US & Canada) 569016660927123456,negative,1.0,Customer Service Issue,1.0,US Airways,,stephenrodrick,,1,"@USAirways Congrats, you've just lost a customer for good. When I made a United weather change, free/5 min. You guys 2 hrs on hold & $25.",,2015-02-20 22:11:58 -0800,,Arizona 569016588411789312,negative,1.0,Customer Service Issue,1.0,US Airways,,stephenrodrick,,0,@USAirways So when was I supposed to call the Internet Desk? Especially since my reservation told me to directly call the main 1-800 number?,,2015-02-20 22:11:41 -0800,,Arizona 569016065600008193,negative,1.0,Late Flight,1.0,US Airways,,scottydont11,,0,@USAirways Not only did u lose the flight plan! Now ur flight crew is FAA timed out! Thx for havin us sit on the tarmac for an hr! #Pathetic,,2015-02-20 22:09:36 -0800,"El Paso, TX",Mountain Time (US & Canada) 569015470025793536,negative,1.0,Customer Service Issue,1.0,US Airways,,_G_Stevens,,0,@USAirways I've been on hold for 75 minutes waiting to talk to someone about my flight tomorrow. Is there another number to call?,,2015-02-20 22:07:14 -0800,NYC,Eastern Time (US & Canada) 569015379021795328,negative,1.0,Late Flight,0.6667,US Airways,,scottydont11,,0,@USAirways ...YOU ARE DESPICABLE! The flight plan was lost! Now we've been sitting on the tarmac for an hour! Its a 45 min flight!,,2015-02-20 22:06:52 -0800,"El Paso, TX",Mountain Time (US & Canada) 569015346624991232,positive,1.0,,,US Airways,,AndreiNystrom,,0,@USAirways hey guys just want to say I had the best flight ever! Thank you so much. I fell asleep and actually had a wet dream.,,2015-02-20 22:06:45 -0800,Russia, 569013921660731393,negative,1.0,Customer Service Issue,1.0,US Airways,,YanniRobel,,0,@USAirways Can you help me update KTN on the profile? Ticket book via AA & that info didn't get pass on. I've been on hold forever,,2015-02-20 22:01:05 -0800,"Seattle, WA",Pacific Time (US & Canada) 569009996668624896,negative,0.6633,Flight Booking Problems,0.6633,US Airways,,ben0fficial,,0,@USAirways so you're not honoring miles with @united that were traveled last year?,,2015-02-20 21:45:29 -0800,Los Angeles by way of Philly, 569007993897013249,neutral,0.6535,,0.0,US Airways,,luvisalluneed4,,0,"@USAirways you need to check information regarding hotels, shuttles, re routing flights, delayed flights",,2015-02-20 21:37:32 -0800,somewhere only we know, 569007890029129728,negative,0.6806,Bad Flight,0.3453,US Airways,,ParHammer,,0,@USAirways I was eventually given a flight to Memphis but only after I was taken off my original flight bc I was checked in as my father,,2015-02-20 21:37:07 -0800,"Rialto, Ca",Pacific Time (US & Canada) 569007852607680512,negative,1.0,Customer Service Issue,1.0,US Airways,,stephenrodrick,,0,@USAirways How the heck does one get the Internet desk to authorize a waiver? Would that involved being on hold for another hour?,,2015-02-20 21:36:58 -0800,,Arizona 569006176186183680,negative,1.0,Customer Service Issue,1.0,US Airways,,ben0fficial,,0,@USAirways so am I supposed to discuss this matter with a computer? #BadCustomerService #Airlines #DividendRewards,,2015-02-20 21:30:18 -0800,Los Angeles by way of Philly, 569002703558475777,negative,1.0,Bad Flight,1.0,US Airways,,MarthaH65165635,,0,"@USAirways >250k miles on usair. Last four flights not good. Other airlines much improved. Billing issues, seats, legroom, in air service.",,2015-02-20 21:16:30 -0800,, 569000361735761920,negative,1.0,Customer Service Issue,1.0,US Airways,,UnluckyDon,,0,"@USAirways It says to call. Before connecting, get song, dance about weather. Weather bad 3 days? Called for 2 days before. #wasteoftime",,2015-02-20 21:07:12 -0800,"Santa Cruz, CA", 568999879176949760,negative,1.0,Flight Booking Problems,0.6512,US Airways,,FirstTeachers1,,0,@USAirways REALLY? Tried that already-got message not available to do. Next idea?,,2015-02-20 21:05:17 -0800,"Birmingham, AL",Central Time (US & Canada) 568999631956393984,negative,1.0,Can't Tell,0.6509,US Airways,,SweetingR,,0,@USAirways I'm glad you're sorry that I'm homeless for the night. Makes me feel secure.,,2015-02-20 21:04:18 -0800,"Asheville, NC",Eastern Time (US & Canada) 568997394345533440,negative,0.6946,Can't Tell,0.6946,US Airways,,SweetingR,,0,@USAirways but in the meantime I'll be sleeping on a park bench on dadeland st. Thanks guys!,,2015-02-20 20:55:24 -0800,"Asheville, NC",Eastern Time (US & Canada) 568997237176569856,neutral,0.3664,,0.0,US Airways,,SweetingR,,0,"@USAirways ah, and I was only given one shuttle voucher, so if I do ever get back to the airport you'll be getting the bill",,2015-02-20 20:54:47 -0800,"Asheville, NC",Eastern Time (US & Canada) 568997136643309568,negative,1.0,Can't Tell,0.6811,US Airways,,XtianinNYC,,0,@USAirways wonder if this misery is considered a damage in a breach of contract lawsuit #lawyerup,,2015-02-20 20:54:23 -0800,,Eastern Time (US & Canada) 568997044406374400,negative,0.6733,Flight Booking Problems,0.3532,US Airways,,SweetingR,,0,"@USAirways but wait! They are booked, along with all other hotels nearby. I was sent anyway, to the hotel managers disbelief.",,2015-02-20 20:54:01 -0800,"Asheville, NC",Eastern Time (US & Canada) 568996855566245889,positive,0.3517,,0.0,US Airways,,SweetingR,,0,"@USAirways but don't worry! They found a hotel, it's only 45min away. I got there around 11:30pm, no problem.",,2015-02-20 20:53:16 -0800,"Asheville, NC",Eastern Time (US & Canada) 568996669167181824,negative,1.0,Customer Service Issue,1.0,US Airways,,SweetingR,,0,@USAirways at which point in told they have sold my voucher because I wasn't fast enough,,2015-02-20 20:52:32 -0800,"Asheville, NC",Eastern Time (US & Canada) 568996536555851776,negative,1.0,Flight Attendant Complaints,0.6702,US Airways,,SweetingR,,0,"@USAirways the kind gentleman at the gate tells me to ""go left"" to get my hotel voucher at the ticket gate. Took about 20min to get there",,2015-02-20 20:52:00 -0800,"Asheville, NC",Eastern Time (US & Canada) 568996205910466560,negative,1.0,Late Flight,1.0,US Airways,,SweetingR,,0,@USAirways I have a story for you. It starts with a two hour delayed flight that makes me miss my connection in Miami.,,2015-02-20 20:50:41 -0800,"Asheville, NC",Eastern Time (US & Canada) 568995608238772224,neutral,1.0,,,US Airways,,mjmohr24,,0,@USAirways No worries I was able to read @stephenrodrick entire book while holding. #TheMagicalStranger,"[42.201792, -88.3376974]",2015-02-20 20:48:19 -0800,"Crystal Lake, IL",Mountain Time (US & Canada) 568995277580996609,negative,1.0,Customer Service Issue,1.0,US Airways,,FirstTeachers1,,0,@USAirways -doing best??? Think not. Lousy way to run an airline. Why no online way to connect? You be on hold for 2hrs & then zip,,2015-02-20 20:47:00 -0800,"Birmingham, AL",Central Time (US & Canada) 568995213529759745,negative,1.0,Cancelled Flight,0.6596,US Airways,,misskiayona,,0,@USAirways flight scheduled for 730pm...told at 150am that flight is Cancelled Flightled after sitting on cold plane for 2 hours.,,2015-02-20 20:46:44 -0800,, 568994886336307200,negative,1.0,Customer Service Issue,0.6419,US Airways,,misskiayona,,0,@USAirways refuses to compensate passengers when inconvenienced and wouldn't even rebook me on another airline. #disappointed,,2015-02-20 20:45:26 -0800,, 568994755268513793,negative,1.0,Customer Service Issue,1.0,US Airways,,stephenrodrick,,0,@USAirways Can you tell me why I waited 90 mins and then was charged the $25 phone change fee even tho I wasn't allow to make change online?,,2015-02-20 20:44:55 -0800,,Arizona 568994696980238336,negative,1.0,Customer Service Issue,1.0,US Airways,,WesKnuckle,,0,@USAirways @stephenrodrick Your team needs to build capacity,,2015-02-20 20:44:41 -0800,"Boston, MA",Eastern Time (US & Canada) 568994622866915328,negative,1.0,Customer Service Issue,0.6735,US Airways,,misskiayona,,0,@USAirways I will write CR. Not sure what good it'll do as the customer service I experienced was horrible.,,2015-02-20 20:44:24 -0800,, 568994507074772992,negative,1.0,Customer Service Issue,0.6681,US Airways,,FirstTeachers1,,0,@USAirways -1st x told no travel advisory-now TWO hrs on hold & disconnected. Fl from BHM to Charlotte to PHL won't go-HELP!!!,,2015-02-20 20:43:56 -0800,"Birmingham, AL",Central Time (US & Canada) 568992757169065984,negative,1.0,Customer Service Issue,1.0,US Airways,,UnluckyDon,,0,"@USAirways Made about 30 calls to USAir today to merge of AAdvantage, Dividend Miles. Each time, says call back Late Flightr. #30timesenough",,2015-02-20 20:36:59 -0800,"Santa Cruz, CA", 568992118309462016,negative,1.0,Can't Tell,1.0,US Airways,,Vinner12,,0,@USAirways fuck you.,,2015-02-20 20:34:27 -0800,, 568991327389671425,negative,1.0,Flight Booking Problems,0.3515,US Airways,,XtianinNYC,,0,@USAirways I'm dumping this dividend miles card and forgetting your airline exists #ridiculous #theworstairlineever,,2015-02-20 20:31:18 -0800,,Eastern Time (US & Canada) 568990617394647040,negative,1.0,Late Flight,0.6803,US Airways,,XtianinNYC,,0,@USAirways How dirty does the damn plane have to be to take an hour to get the plane cleaned??? Refund me my miles😡. #wasteoftime #theworst,,2015-02-20 20:28:29 -0800,,Eastern Time (US & Canada) 568985734163664896,negative,1.0,Customer Service Issue,1.0,US Airways,,jimmydubbybubby,,0,@USAirways worst customer service I've ever experienced. I'll never fly your airline ever again. I have to pay to sleep in Philly. Fuck you.,,2015-02-20 20:09:04 -0800,Been inside your mum since '92,Central Time (US & Canada) 568983517037772800,negative,1.0,Customer Service Issue,1.0,US Airways,,mjmohr24,,0,@USAirways Ever sit on hold and just lose track of time? http://t.co/Yqhk8LJaBN,"[42.2017895, -88.337723]",2015-02-20 20:00:16 -0800,"Crystal Lake, IL",Mountain Time (US & Canada) 568982821454245888,negative,1.0,Customer Service Issue,1.0,US Airways,,kidchorusteach,,0,@USAirways us air should be ashamed of this service - on hold for hours? No help from any representative just to reschedule due to weather ?,,2015-02-20 19:57:30 -0800,,Eastern Time (US & Canada) 568981931599237120,negative,1.0,Customer Service Issue,1.0,US Airways,,stephenrodrick,,0,"@usairways now on hold for an hour. So frustrating, I suspect you have more operators come in on days like this w/inclement weather?",,2015-02-20 19:53:58 -0800,,Arizona 568981079278751744,negative,1.0,Customer Service Issue,0.6889,US Airways,,KaiserRolls,,0,"@USAirways - the worst! Hold time crazy, agents horrible, no accountability! #USAIRsucks",,2015-02-20 19:50:35 -0800,Arizona,Arizona 568979232786939904,positive,1.0,,,US Airways,,iamchristine_d,,0,@USAirways Kudos to Robin at @PHXSkyHarbor Lost/Found for reuniting me w/ my iPad. She was delightful to work with!,,2015-02-20 19:43:14 -0800,"Ptown, VA",Eastern Time (US & Canada) 568977167410802688,negative,1.0,Customer Service Issue,0.6523,US Airways,,stephenrodrick,,0,"@USAirways Website won't let me change online even though airline issued travel advisory, now on hold for 50 minutes. Help.",,2015-02-20 19:35:02 -0800,,Arizona 568977086922297345,negative,1.0,Customer Service Issue,1.0,US Airways,,MarthaH65165635,,0,"@USAirways you were always my go to. What happened? Airbus over Boeing, and now no customer service?",,2015-02-20 19:34:43 -0800,, 568974120030875648,negative,1.0,Customer Service Issue,1.0,US Airways,,stephenrodrick,,0,@USAirways trying to change flight because of airline travel advisory. on hold for 45 mins. Help!,,2015-02-20 19:22:55 -0800,,Arizona 568973830086995968,neutral,1.0,,,US Airways,,TexasJSlaughter,,0,@USAirways Can you help me add a AAdvantage number and known traveler number to a reservation?,,2015-02-20 19:21:46 -0800,, 568971304914853889,negative,1.0,Can't Tell,0.6292,US Airways,,RhondaReger1,,0,@USAirways would be less annoying if road conditions weren't getting worse with every min U keep passengers captive for no good reason.,,2015-02-20 19:11:44 -0800,"Knoxville, TN", 568970274303045634,positive,0.6953,,,US Airways,,greatservicenow,,0,@USAirways experience exceptional service from Cherry at #DenverAirport. #GreatService. #professionalism,,2015-02-20 19:07:39 -0800,"Rhode Island-Concord, NC-DMV", 568969970513653762,negative,1.0,Customer Service Issue,0.3529,US Airways,,MattStropoli,,0,"@USAirways literally the worst flying experience of my life, and I have flown a lot",,2015-02-20 19:06:26 -0800,California, 568969667106045952,negative,1.0,Customer Service Issue,0.6679999999999999,US Airways,,HScottKillian,,0,@usairways I purchased a $49 upgrade on a flight 2 weeks ago and you gave it to someone else but I have not received a refund. Is this SOP?,,2015-02-20 19:05:14 -0800,"Austin, TX",Central Time (US & Canada) 568969274410168321,negative,1.0,Cancelled Flight,1.0,US Airways,,MattStropoli,,0,"@USAirways figure it out, have had 2 Cancelled Flightled flights in the past week. Now coming home 2 hour delay, and cart that pulls plane just broke",,2015-02-20 19:03:40 -0800,California, 568969040133165056,negative,1.0,Customer Service Issue,1.0,US Airways,,kidchorusteach,,0,@USAirways 45 minutes on hold no help,,2015-02-20 19:02:44 -0800,,Eastern Time (US & Canada) 568968393765711874,negative,0.6803,Can't Tell,0.3456,US Airways,,kidchorusteach,,0,@USAirways transferred 4x pleeeeeeeease help!,,2015-02-20 19:00:10 -0800,,Eastern Time (US & Canada) 568966649728114688,positive,1.0,,,US Airways,,wearitbright,,0,@USAirways me too!,,2015-02-20 18:53:14 -0800,"neenah, wi", 568966330315091968,negative,1.0,Late Flight,1.0,US Airways,,RTriplette,,0,@USAirways flight #3797 treatment of passengers has been atrocious - over 2 hours delay only to now deplane and given no direction,,2015-02-20 18:51:58 -0800,DC - SF - NC - MA, 568966274887389185,neutral,1.0,,,US Airways,,adamsguitar,,0,@USAirways I have corporate-paid travel in April. Is it possible to purchase an upgrade to first class now?,,2015-02-20 18:51:45 -0800,"Charlotte, NC",Eastern Time (US & Canada) 568964227366387713,positive,1.0,,,US Airways,,GREATNESSEOA,,0,@USAirways you can thank supervisor Jeanine and her coworkers for the excellent customer service they provided,,2015-02-20 18:43:37 -0800,McKinney TX, 568964010101514240,negative,0.6785,Customer Service Issue,0.3476,US Airways,,GREATNESSEOA,,0,@USAirways only sympathy she offered was holding a reservation until Monday night. That's pretty awesome if you ask me...,,2015-02-20 18:42:45 -0800,McKinney TX, 568963705439789056,negative,1.0,Flight Booking Problems,0.6567,US Airways,,GREATNESSEOA,,0,@USAirways express my disappointment in your reservation department and the treatment of a Sailor dealing with a death in the family,,2015-02-20 18:41:32 -0800,McKinney TX, 568963494390820864,neutral,0.7093,,0.0,US Airways,,GREATNESSEOA,,0,@USAirways that's who I spoke to already. We've already booked another flight w/someone else. Thanks for your concern. Just wanted to,,2015-02-20 18:40:42 -0800,McKinney TX, 568962249177436160,negative,1.0,Customer Service Issue,0.6844,US Airways,,GREATNESSEOA,,0,@USAirways talked to Supervisor Jeanine and she couldn't help me. 45 minutes of talking to her and nothing.,,2015-02-20 18:35:45 -0800,McKinney TX, 568961160357285889,negative,1.0,Can't Tell,1.0,US Airways,,jimmydubbybubby,,0,@USAirways i thought @united was the worst airline but nah. You guys are far worse. Is @Delta the only decent airline out there?,,2015-02-20 18:31:26 -0800,Been inside your mum since '92,Central Time (US & Canada) 568959916498509824,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,jamesdeming,,0,"@USAirways @keithlaw I flew US Air for the first time yesterday, got propositioned by the flight attendant....true story! #Creditcardsales",,2015-02-20 18:26:29 -0800,, 568959870445031424,negative,1.0,Flight Booking Problems,1.0,US Airways,,GREATNESSEOA,,0,@USAirways 13 years of Naval Service and I run the travel department for all my commands...,,2015-02-20 18:26:18 -0800,McKinney TX, 568959665360384000,negative,1.0,Flight Booking Problems,1.0,US Airways,,GREATNESSEOA,,0,@USAirways US Airways website. So you double charge people when they book flights now? Apparently you have but I've never been booked twice,,2015-02-20 18:25:29 -0800,McKinney TX, 568959416524886016,negative,0.6632,Customer Service Issue,0.3368,US Airways,,hrp911,,0,@USAirways Already tried. How about Conf # via DM,,2015-02-20 18:24:30 -0800,Knoxville,Quito 568958322306650113,negative,1.0,Late Flight,0.6544,US Airways,,KClinton39,,0,"@USAirways new slogan should be ""if you don't want to arrive on time, pick us""",,2015-02-20 18:20:09 -0800,"Columbus, OH",Central Time (US & Canada) 568957769858060290,negative,1.0,Flight Attendant Complaints,0.6531,US Airways,,JeffFassett,,0,@USAirways you have to be crazy! Treated my mom very poorly. Not happy! #usairwaysfail,,2015-02-20 18:17:57 -0800,Florida,Eastern Time (US & Canada) 568957173692108800,negative,1.0,Customer Service Issue,0.6555,US Airways,,GREATNESSEOA,,0,@USAirways they weren't able to without reFlight Booking Problems and recharging the amount plus $25 fee for help over phone. Spoke to 2 agents & Jeanine,,2015-02-20 18:15:35 -0800,McKinney TX, 568954558589702144,negative,0.6629999999999999,Late Flight,0.6629999999999999,US Airways,,xmaspickles,,0,@USAirways I will send an email with details Late Flightr. Thank you for responding.,,2015-02-20 18:05:12 -0800,"Pittsburgh, PA", 568949250152734720,negative,1.0,Can't Tell,1.0,US Airways,,GREATNESSEOA,,0,@USAirways This is the last time I use your airline. I promise that!,,2015-02-20 17:44:06 -0800,McKinney TX, 568948462030467072,negative,0.6386,Flight Attendant Complaints,0.3409,US Airways,,drfrnknsteindmd,,0,"@USAirways @AmericanAir did I mention I'm a silver preferred member and fly every week (not always with you), and not even a meal voucher?",,2015-02-20 17:40:58 -0800,, 568948170060746752,negative,0.667,Cancelled Flight,0.667,US Airways,,hrp911,,0,@usairways Need to change div miles ticket after travel started due to weather advisory. Told not possible unless flight Cancelled Flightled. AnyHelp?,,2015-02-20 17:39:48 -0800,Knoxville,Quito 568947860424642560,negative,1.0,Late Flight,1.0,US Airways,,drfrnknsteindmd,,0,@USAirways @AmericanAir I was supposed to get from fresno to pittsburgh by 10pm. Instead I'm now not getting in until 4pm... tomorrow,,2015-02-20 17:38:35 -0800,, 568947623626846208,negative,1.0,Customer Service Issue,0.3745,US Airways,,drfrnknsteindmd,,0,"@USAirways @AmericanAir I'm stuck in the airport in fresno trying to beat the storm to pittsburgh, and you guys have offered nothing. HORRID",,2015-02-20 17:37:38 -0800,, 568947358349701120,negative,1.0,Can't Tell,0.6624,US Airways,,Benje0123,,0,@USAirways hello I have a question for you and your phone lines have jammed,,2015-02-20 17:36:35 -0800,, 568941140415803393,negative,1.0,Can't Tell,1.0,US Airways,,chrisseifert83,,0,@USAirways @AmericanAir u are the worst airline ever figure out the merger #dontmakemegooutside,,2015-02-20 17:11:52 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568940264020004864,negative,0.6735,Can't Tell,0.3469,US Airways,,masonkesner,,0,@USAirways Just to follow up here is my experience: http://t.co/WJIiGZtiwg,"[0.0, 0.0]",2015-02-20 17:08:23 -0800,"Arkansas, USA",Central Time (US & Canada) 568940215190085633,negative,1.0,Can't Tell,1.0,US Airways,,tluecke12,,0,@USAirways / @AmericanAir are incompetent.,,2015-02-20 17:08:12 -0800,Chicago, 568937741037088768,negative,1.0,Late Flight,0.6633,US Airways,,kimlynam2,,0,@USAirways Now the next plane had a broken seat! My row! Another hour delay! #mad,,2015-02-20 16:58:22 -0800,, 568937707994419200,negative,1.0,Flight Booking Problems,0.6699,US Airways,,GREATNESSEOA,,0,"@USAirways how can I make a purchase, you take the money but I don't have a reservation...Explain",,2015-02-20 16:58:14 -0800,McKinney TX, 568937604328108032,neutral,1.0,,,US Airways,,chrisseifert83,,0,@USAirways @AmericanAir are u paying incedentals? #noworstairline,,2015-02-20 16:57:49 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568935917341286400,negative,1.0,Can't Tell,1.0,US Airways,,chrisseifert83,,0,@USAirways @AmericanAir thought u merged but #USAirways sucks #worstever http://t.co/myNZitCovn,,2015-02-20 16:51:07 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568935636318552064,positive,1.0,,,US Airways,,Shroomcam,,0,@USAirways yes I did thank you! They did a great job turning the flight in jan !,,2015-02-20 16:50:00 -0800,Orlando , 568935494375108608,negative,1.0,Customer Service Issue,0.6687,US Airways,,jswem25,,0,@USAirways 2 hours on hold and issue still not resolved. hope to make my flight in 12 hours. for every minute of talk = 20 minutes of hold,,2015-02-20 16:49:26 -0800,, 568933672033910784,positive,1.0,,,US Airways,,RyanMelton,,0,@USAirways connection made. Thanks again this week. #daddyshome,,2015-02-20 16:42:12 -0800,"Independence, MO",Central Time (US & Canada) 568932061882552320,negative,1.0,Customer Service Issue,1.0,US Airways,,Tracy_M_Levine,,0,@USAirways worst customer service experience ever today. Get it together.,"[35.22257093, -80.93941664]",2015-02-20 16:35:48 -0800,,Atlantic Time (Canada) 568930740127326209,negative,1.0,Customer Service Issue,1.0,US Airways,,Shapperdacapper,,0,@USAirways I know some folks have to use your airlines but doesn't customer service ever matter? I really hate to complain but it's brutal!,,2015-02-20 16:30:33 -0800,"Denver, Colorado",Mountain Time (US & Canada) 568930588868141056,negative,1.0,Bad Flight,0.6473,US Airways,,Shapperdacapper,,0,@USAirways im on the plane not sure what you mean. We are sitting here. It's just one story of failure after another when I fly you guys,,2015-02-20 16:29:57 -0800,"Denver, Colorado",Mountain Time (US & Canada) 568929851379478529,negative,1.0,Can't Tell,0.6959,US Airways,,chrisseifert83,,0,@USAirways still waiting #brokenpromises #notnice #neveragain #tellyourstory,,2015-02-20 16:27:01 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568929010966765568,negative,1.0,Customer Service Issue,0.6885,US Airways,,scottsalkin,,0,@USAirways your team was just terrifyingly rude to a young mother & her baby trying to check in to a flight from PHX to JWA. Help her out.,,2015-02-20 16:23:41 -0800,San Francisco & Scottsdale,Pacific Time (US & Canada) 568924897575088130,negative,1.0,Can't Tell,1.0,US Airways,,WorstThingsBot,,0,@USAirways them and @AmericanAir,,2015-02-20 16:07:20 -0800,, 568923795228139521,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,matthew_mahone,,0,@USAirways rudest crew member experience! Throwing shade and calling out customers. #reachingnewlows,,2015-02-20 16:02:57 -0800,, 568922138348019712,negative,1.0,Can't Tell,1.0,US Airways,,Jac_Doyle,,0,@USAirways @AmericanAir terminal E in Miami is still the worst most smelly airport ever. Thanks for nothing.,,2015-02-20 15:56:22 -0800,"Philadelphia, USA", 568919673548337152,negative,1.0,Lost Luggage,1.0,US Airways,,christinemmayer,,0,@USAirways I did & was told I asked to many questions. bag might still be on flight 413. Should be easy to check when it lands in Seattle.,,2015-02-20 15:46:34 -0800,"Callahan, FL",Pacific Time (US & Canada) 568917054004334592,negative,1.0,Cancelled Flight,0.6653,US Airways,,mrcustaylor555,,0,@USAirways Cancelled Flightled our original flight to aruba. Now on the way home we were told we don't have seats. Never flying @usairways again,,2015-02-20 15:36:10 -0800,, 568916807815438336,negative,1.0,Late Flight,1.0,US Airways,,L_Hindle,,0,@USAirways here we go again. Same flight as last week. Delayed already 45 mins. Think the 7:15 can leave PHL before 1:15 am? #waitingagain,,2015-02-20 15:35:11 -0800,Boston, 568914516546850816,negative,0.6875,Can't Tell,0.3571,US Airways,,philCEP,,0,@USAirways it's not misjudging it's a deliberate strategy. Seen it multiple times on USAir. Makes staff life easier at expens of passengers,,2015-02-20 15:26:05 -0800,"Cambridge, MA",Hawaii 568914125549649920,negative,0.6309,Late Flight,0.6309,US Airways,,RyanMelton,,0,@USAirways - delayed 1851. Need an extra 5 min to make 1769. Would appreciate a little help again this week.,,2015-02-20 15:24:32 -0800,"Independence, MO",Central Time (US & Canada) 568913819881205761,negative,1.0,Customer Service Issue,0.6605,US Airways,,JEstradaEwart,,0,@USAirways stuck on Tarmac for hour an a half and told longer to go and no hotels available when we land in Phoenix #unacceptable #unhappy,,2015-02-20 15:23:19 -0800,, 568913418092224512,negative,1.0,Customer Service Issue,1.0,US Airways,,chrisseifert83,,0,@USAirways not happening #worstairlineever also Marie Burroughs is the worst customer service rep ever #yourairlinesucks,,2015-02-20 15:21:43 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568912730742255616,negative,1.0,Customer Service Issue,1.0,US Airways,,drKCfoot,,0,@USAirways technical issues = inefficient computer triage system. Personality/ compassion of operators = not. Sad example of sad company.,,2015-02-20 15:18:59 -0800,Philly,Eastern Time (US & Canada) 568912678917271552,negative,1.0,Can't Tell,1.0,US Airways,,LonniebetCh,,0,@USAirways you suck and you ruined my day. And my vacation isn't even until June.,,2015-02-20 15:18:47 -0800,philadelphia,Quito 568912588748292097,negative,0.6715,Late Flight,0.3729,US Airways,,CraigHall19701,,0,"@USAirways will do. maybe the pre-purchase meal email is because the flight is 9 min short of 3 hours, so I guess there are none offered",,2015-02-20 15:18:25 -0800,Delaware,Eastern Time (US & Canada) 568911270566608896,negative,0.6778,Customer Service Issue,0.3667,US Airways,,CraigHall19701,,0,"@USAirways yep, check it and my gmail 'Promotions' folder regularly... :-(",,2015-02-20 15:13:11 -0800,Delaware,Eastern Time (US & Canada) 568911225167474688,neutral,1.0,,,US Airways,,S_truscott,,0,@USAirways is a bag that is 23”L x 9”W x 12”H allowed as a carry on?,,2015-02-20 15:13:00 -0800,, 568910988361244672,negative,0.6522,Customer Service Issue,0.6522,US Airways,,thomasrhodes,,0,@USAirways thanks for nothing,,2015-02-20 15:12:04 -0800,South Carolina , 568909605499215872,neutral,0.6577,,0.0,US Airways,,thomasrhodes,,0,@USAirways there is nothing tonight and I am on the flight now with GOGO internet is there a way that someone could send me a DM or email?,,2015-02-20 15:06:34 -0800,South Carolina , 568909200832618496,negative,1.0,Late Flight,0.6643,US Airways,,CAEinNYC,,0,@USAirways 2 bad planes & 3 gate changes= lots of exercise. #travelfail let's hope this plane works. I'm tired.,,2015-02-20 15:04:57 -0800,New York, 568908978001993729,negative,0.664,Customer Service Issue,0.664,US Airways,,CraigHall19701,,0,"@USAirways Good info, but am already signed up for all options. None of which sound like they applied to the 'missing' emails.",,2015-02-20 15:04:04 -0800,Delaware,Eastern Time (US & Canada) 568905470502670336,negative,0.6806,Late Flight,0.6806,US Airways,,thomasrhodes,,0,@usairways is there not a faster way to get me to Columbia Sc than making me stay in CLT over night after my delayed flight?,,2015-02-20 14:50:08 -0800,South Carolina , 568904804451409920,positive,0.6237,,,US Airways,,MikeSelesky,,0,@USAirways thank you,,2015-02-20 14:47:29 -0800,, 568903820283158528,negative,1.0,Can't Tell,1.0,US Airways,,PrezHiggins,,0,@usairways and @american please get my plane together before I go to Jetblue,,2015-02-20 14:43:35 -0800,Stratosphere ,Eastern Time (US & Canada) 568903208015433728,negative,1.0,Flight Booking Problems,1.0,US Airways,,LPNtoMD,,0,"@USAirways it MIGHT have went through. No confirmation. ""Please wait"" then same form.",,2015-02-20 14:41:09 -0800,, 568902736462262272,negative,1.0,Flight Booking Problems,0.6609999999999999,US Airways,,LPNtoMD,,0,"@USAirways found the tix#, security code not working. Tried a dozen times.",,2015-02-20 14:39:16 -0800,, 568902419972694016,negative,1.0,Customer Service Issue,0.6911,US Airways,,DoctorRedz,,0,"@USAirways Nightmarish customer service. Further to that, as an elite member, I'm appalled.",,2015-02-20 14:38:01 -0800,Jamaica,Eastern Time (US & Canada) 568902192364548097,negative,1.0,Customer Service Issue,1.0,US Airways,,DoctorRedz,,0,@USAirways I have never been given a number for elite for usair. Only AA. I waited for 3 hours for an answer and by then my seat was gone.,,2015-02-20 14:37:07 -0800,Jamaica,Eastern Time (US & Canada) 568901905910521856,negative,0.6496,Late Flight,0.3344,US Airways,,ImAlexParton,,0,@USAirways if you get my bag from E Gate to B Gate at the Charlotte airport before my 6 pm flight (Late Flight cause of yall) I’ll ride US for life,"[0.0, 0.0]",2015-02-20 14:35:58 -0800,"Atlanta, Ga",Eastern Time (US & Canada) 568899726273323008,neutral,1.0,,,US Airways,,LPNtoMD,,0,"@USAirways It's a debit card, but I am a Dividend member.",,2015-02-20 14:27:19 -0800,, 568898634923843586,negative,0.6522,Customer Service Issue,0.3478,US Airways,,chrisseifert83,,0,@USAirways nothing important to do. Why was I told to wait in the @AmericanAir line? #patiencerunningout,,2015-02-20 14:22:58 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568897700315435008,neutral,1.0,,,US Airways,,MikeSelesky,,0,@USAirways How do I redeem my pass to the admirals club? I have 1 free visit with my barclay card membership. And can I bring a companion?,,2015-02-20 14:19:16 -0800,, 568896751102533632,neutral,1.0,,,US Airways,,trevels11,,0,@USAirways Almost home ...East Coast Freeze headed to PHL connect AVP TGIF http://t.co/WXowZhpgfL,,2015-02-20 14:15:29 -0800,Terrapin Station, 568895534825639936,negative,1.0,Can't Tell,0.6808,US Airways,,chrisseifert83,,0,@USAirways @AmericanAir can someone please tell me who I have to talk to #getittogether #findurgrip,,2015-02-20 14:10:39 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568895061284364288,negative,1.0,Can't Tell,0.6742,US Airways,,unicatfan,,0,"Is it insulting that @USAirways @AmericanAir offer a ""non required $50 voucher as a goodwill offering..At least my bag can fly round trip",,2015-02-20 14:08:46 -0800,"ÜT: 41.5333,-93.62944",Central Time (US & Canada) 568895050601508865,negative,0.6292,Can't Tell,0.6292,US Airways,,kidchorusteach,,0,@USAirways there is a travel advis for nyc and phil PA -winter weather- but U.S. Air hasn't posted one yet. Can I still change flt wo pen?,,2015-02-20 14:08:44 -0800,,Eastern Time (US & Canada) 568894795294363648,negative,1.0,Flight Booking Problems,0.6413,US Airways,,TimAtConservis,,0,@USAirways I'm trying to Request Missed Mileage and it keeps saying it can't my flight from 2/13. Then it says call the number.,,2015-02-20 14:07:43 -0800,"Asheville, NC", 568894101766012929,negative,1.0,Customer Service Issue,0.6587,US Airways,,christinemmayer,,0,@USAirways flight 413 my carryon is missing.stollen off plane or left at gate. Worst customer service. Doesn't seem to be anyone's concern.,,2015-02-20 14:04:58 -0800,"Callahan, FL",Pacific Time (US & Canada) 568891505869344770,negative,1.0,Bad Flight,0.6787,US Airways,,brittneybla,,0,@USAirways how about checking the plane before having everyone board the plane? #pissed,,2015-02-20 13:54:39 -0800,, 568890203923980288,neutral,0.66,,0.0,US Airways,,CraigHall19701,,0,@USAirways Used 2 get emails 1) pre-purchase a snack and 2) when time to check in. Got neither 4 tomorrow's trip. Do they not get sent now?,,2015-02-20 13:49:28 -0800,Delaware,Eastern Time (US & Canada) 568889054286053377,negative,1.0,Customer Service Issue,1.0,US Airways,,NatureNerdness,,0,@USAirways link didn't work via Mobil.,,2015-02-20 13:44:54 -0800,, 568887349481861120,negative,1.0,Lost Luggage,1.0,US Airways,,NatureNerdness,,0,@USAirways Wishing we had our luggage. 2 days now. Had to pay our way from St Thomas to San Juan. Spent extra $$$ because of this mess up.,,2015-02-20 13:38:08 -0800,, 568885966523527168,neutral,1.0,,,US Airways,,DavidHall1981,,0,"@USAirways I'm not a frequent flyer with US airways, I'm qantas? Can I still get notifications? Thank you",,2015-02-20 13:32:38 -0800,"Adelaide, South Australia",Adelaide 568885645927686144,negative,1.0,Customer Service Issue,0.3406,US Airways,,TimAtConservis,,0,@USAirways How do I get through?,,2015-02-20 13:31:22 -0800,"Asheville, NC", 568883826333777920,negative,1.0,Late Flight,0.6596,US Airways,,chrisseifert83,,0,@USAirways @AmericanAir who runs the show at the airport have a boarding pass says us airways and I have to wait in American line #yousuck,,2015-02-20 13:24:08 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568883598281076738,neutral,1.0,,,US Airways,,xspike21,,0,@USAirways any chance of a travel advisory or DCA this weekend?,,2015-02-20 13:23:13 -0800,,Eastern Time (US & Canada) 568882629409411072,positive,1.0,,,US Airways,,walkerwj,,0,@USAirways Yes thank you. Appreciate u checking...,,2015-02-20 13:19:22 -0800,"ÜT: 38.955822,-94.728202",Central Time (US & Canada) 568881975177515009,negative,1.0,Flight Booking Problems,1.0,US Airways,,bulezim,,0,@USAirways why I can't book a flight to PRN through your website?,,2015-02-20 13:16:46 -0800,Somewhere in the Milky Way,Eastern Time (US & Canada) 568881442438176769,negative,1.0,Late Flight,0.6268,US Airways,,chrisseifert83,,0,@USAirways this is ridiculous #planebroken can't wait to board this one home 5 hours Late Flightr #neverontime #brutal #paymytab,,2015-02-20 13:14:39 -0800,"Stamford, Ct",Eastern Time (US & Canada) 568881148325007360,neutral,0.6890000000000001,,0.0,US Airways,,LPNtoMD,,0,"@USAirways Yes, it was Sunday.",,2015-02-20 13:13:29 -0800,, 568878979576410112,negative,1.0,Late Flight,1.0,US Airways,,Allisonjones704,,0,@USAirways since when does a maintenance problem and missing flight crew equal delayed due to weather? I'm confused since we had sunny skies,,2015-02-20 13:04:52 -0800,, 568877748967444480,negative,1.0,Customer Service Issue,1.0,US Airways,,TimAtConservis,,0,@USAirways I keep calling your help line (800) 428-4322 and it keeps saying they are too busy to help & to call back Late Flightr. FOR A WEEK NOW!,,2015-02-20 12:59:59 -0800,"Asheville, NC", 568877690821877760,negative,0.6421,Late Flight,0.3263,US Airways,,Allisonjones704,,0,@USAirways who would like to watch the video of how loyal customers are really treated while asking for an explanation for our 6 hour delay?,,2015-02-20 12:59:45 -0800,, 568877353478299648,negative,1.0,Late Flight,1.0,US Airways,,Allisonjones704,,0,"@USAirways more lies, they said in their email we were delayed due to weather when the sky was clear in the city we were departing.",,2015-02-20 12:58:24 -0800,, 568875591308611584,positive,1.0,,,US Airways,,emikomusic,,0,"@USAirways I'm enjoying my flights so far! You're doing a great job. Today's been tough, so thanks for making my flights comfortable.",,2015-02-20 12:51:24 -0800,"New York, London, Tokyo",London 568875453773168640,negative,0.6421,Late Flight,0.3263,US Airways,,ScottKat22,,0,@USAirways look @Delta has made the right call on CHO. Please evaluate. http://t.co/3KhGjoFgpX,,2015-02-20 12:50:52 -0800,,Eastern Time (US & Canada) 568874399652306944,neutral,0.6404,,0.0,US Airways,,JustCurious1971,,0,@USAirways That's not the question. Question is: how do I get past the computer fastest if we both know that the computer can't help me?,,2015-02-20 12:46:40 -0800,, 568874175693242369,neutral,1.0,,,US Airways,,dineeno4,,0,@USAirways if I have Dividend Miles credit card & I used it to book my flight is one bag free?,,2015-02-20 12:45:47 -0800,Syracuse,Eastern Time (US & Canada) 568873459901702145,negative,0.6675,Can't Tell,0.6675,US Airways,,ScottKat22,,0,@USAirways have checked all day. CHO needs added. Please evaluate.,,2015-02-20 12:42:56 -0800,,Eastern Time (US & Canada) 568873199250706433,neutral,1.0,,,US Airways,,DavidHall1981,,0,@USAirways hi there I am flying MYR-CLT-ORD tomorrow is weather looking ok or problematic?,,2015-02-20 12:41:54 -0800,"Adelaide, South Australia",Adelaide 568870841120731138,neutral,1.0,,,US Airways,,Shroomcam,,0,@USAirways can u tell me if 5238 from clt to Jan has gotten out of the gate yet? I will have a tight connection out of clt to mco.,,2015-02-20 12:32:32 -0800,Orlando , 568870473934761985,neutral,1.0,,,US Airways,,walkerwj,,0,@USAirways Please hold US1765 for me. Need to get home tonight before weather. Almost there.,,2015-02-20 12:31:04 -0800,"ÜT: 38.955822,-94.728202",Central Time (US & Canada) 568870279906234368,neutral,1.0,,,US Airways,,exilauren,,0,@USAirways followed!,,2015-02-20 12:30:18 -0800,"Washington, DC via Boston",Central Time (US & Canada) 568869609622904832,positive,1.0,,,US Airways,,liamkraz,,0,@USAirways Shavon at customer service desk in Charlotte was fantastic! So helpful and smiling evn after what sounds like long day.Reward her,,2015-02-20 12:27:38 -0800,Arlington Va,Quito 568868928732028928,neutral,0.662,,0.0,US Airways,,ScottKat22,,0,@USAirways have scheduled flight Sat(2morrow) CHO-CLT CHO needs to be added to weather advisory. Please evaluate asap.,,2015-02-20 12:24:56 -0800,,Eastern Time (US & Canada) 568867930127114240,negative,0.6451,Bad Flight,0.6451,US Airways,,elliottgilmore,,0,@USAirways another squashed flight. Having to share my seat with another passenger is not@my idea of quality travel,,2015-02-20 12:20:58 -0800,New York,Eastern Time (US & Canada) 568864981917110272,negative,1.0,Can't Tell,0.6575,US Airways,,CLChicosky,,0,@nrhodes85: look! Another apology. DO NOT FLY @USAirways,,2015-02-20 12:09:15 -0800,, 568863902106320896,negative,1.0,Customer Service Issue,1.0,US Airways,,sweep007,,0,@USAirways it's painful being on hold to you!! Really 25 minutes to change a flight!! http://t.co/ocqk0JFXuA,,2015-02-20 12:04:57 -0800,London , 568863640721477632,negative,0.6755,Lost Luggage,0.6755,US Airways,,TonyTestaverde,,0,"@usairways yep, sent my bag to Philadelphia instead of Miami...I caught it...then was told my flight changed to tomorrow, wrong again #fail",,2015-02-20 12:03:55 -0800,Boston,Quito 568862839340961792,neutral,1.0,,,US Airways,,Ekubolage,,0,@USAirways will shall see in the next couple of minutes.,,2015-02-20 12:00:44 -0800,Orlando, 568862320442662912,negative,0.6498,Late Flight,0.3272,US Airways,,CorbettPM,,0,"@USAirways right, can you use a shuttle ticket from LGA to BOS for any shuttle flight? Probably gonna miss the 4pm.",,2015-02-20 11:58:40 -0800,"Boston, MA", 568862015575461889,negative,1.0,Customer Service Issue,1.0,US Airways,,JustCurious1971,,0,"@USAirways I did, but i need to get a human being. What's the fastest way to achieve this? All I get is a computer.",,2015-02-20 11:57:28 -0800,, 568861899435016192,positive,1.0,,,US Airways,,SkyDiverChad,,0,@USAirways - Check-in staff at PHX are awesome! Great traffic control for general boarding.,,2015-02-20 11:57:00 -0800,"Phoenix, AZ",Arizona 568861573479059456,negative,1.0,Late Flight,1.0,US Airways,,DrJamesPrescott,,0,"@USAirways Batting 1.000! Four flights in a month, all four delayed!",,2015-02-20 11:55:42 -0800,tennessee, 568861255731154944,neutral,0.68,,0.0,US Airways,,exilauren,,0,"@USAirways sure, just DM'ed you.",,2015-02-20 11:54:26 -0800,"Washington, DC via Boston",Central Time (US & Canada) 568858974281314304,negative,1.0,Cancelled Flight,0.3431,US Airways,,CLChicosky,,0,"@USAirways & also that I was told no comps, upgrades, etc. ReFlight Booking Problems is good enough. #usairwaysfail",,2015-02-20 11:45:23 -0800,, 568858696198938624,negative,1.0,Cancelled Flight,0.3442,US Airways,,CLChicosky,,0,"@USAirways I was... 4 tomorrow. I missed my meeting today, & it was pointless 2 pay hotel today when the purpose of my trip has been screwed",,2015-02-20 11:44:16 -0800,, 568857663171366912,negative,0.6682,Customer Service Issue,0.6682,US Airways,,JustCurious1971,,0,@USAirways Merging AA and DividendMiles yield an error. What are the _exact_ steps to navigate the phone menu? All I get is a computer.,,2015-02-20 11:40:10 -0800,, 568857278721478656,negative,0.6847,Can't Tell,0.3838,US Airways,,CorbettPM,,0,@USAirways #2066. Was on plane from PBI to CLT and knew about the frozen water. Also saw a plane to NYC take off at the gate next door!,,2015-02-20 11:38:38 -0800,"Boston, MA", 568854976119898112,negative,1.0,Late Flight,1.0,US Airways,,B_Flight5508,,0,"@USAirways and next flight delayed as well. 5238 out of Charlotte, is it just my luck or what?",,2015-02-20 11:29:29 -0800,,Eastern Time (US & Canada) 568854243097976832,positive,1.0,,,US Airways,,theeyeman3410,,0,@USAirways Just talked to reservation. Must congratulation to them. Very friendly. Good for usair. The ONLY airline we fly.,,2015-02-20 11:26:35 -0800,"iPhone: 38.851982,-77.185593",Eastern Time (US & Canada) 568853412617560064,neutral,0.6693,,,US Airways,,exilauren,,0,@USAirways I am just trying to establish what your policy is. Thanks!,,2015-02-20 11:23:17 -0800,"Washington, DC via Boston",Central Time (US & Canada) 568853290513010688,negative,1.0,Late Flight,1.0,US Airways,,Ekubolage,,0,"@USAirways fight was delayed 3 hrs in MCO, now I'm stuck in Philly with a standby ticket, flight 4009. Solution needed.",,2015-02-20 11:22:47 -0800,Orlando, 568852572188098561,neutral,0.6222,,0.0,US Airways,,MelanieJane17,,0,@USAirways sure did. I have carried this bag on numerous times on the same style plane. Planning accordingly apparently accounts for nothing,,2015-02-20 11:19:56 -0800,,Eastern Time (US & Canada) 568852319762313216,negative,1.0,Can't Tell,0.3776,US Airways,,TekesKochteeyni,,0,@USAirways Know what I like about gate 35X @NationalAirpor ? Nothin.I like nothin bout yo #ghettofab gate #USAirways http://t.co/mAqw2nLNiU,,2015-02-20 11:18:56 -0800,"Portland, Maine", 568852246462631936,negative,1.0,Customer Service Issue,1.0,US Airways,,goodtydings,,0,@USAirways I've tried calling 3 times the past 3 days and I keep getting told to call back. SOMEONE PLEASE HELP ME,,2015-02-20 11:18:38 -0800,this must be the place,Central Time (US & Canada) 568849460450725890,negative,1.0,Flight Attendant Complaints,0.6446,US Airways,,MelanieJane17,,0,@USAirways gate agent in CLT forced me to check bag in z1 & proceeded to allow larger bags. Huge inconvenience to travel plans.,,2015-02-20 11:07:34 -0800,,Eastern Time (US & Canada) 568847612503334912,neutral,0.6607,,,US Airways,,wclsc59,,0,@USAirways it's vegas baby who doesn't have a good time in vegas lol,,2015-02-20 11:00:14 -0800,johnson city tn, 568846754701058048,neutral,1.0,,,US Airways,,wclsc59,,0,@USAirways me and my wife will be flying out of atlanta to vegas on March 7th since couldn't get any out of tricities here in Tn,,2015-02-20 10:56:49 -0800,johnson city tn, 568846188725841920,negative,1.0,Customer Service Issue,1.0,US Airways,,daniellerobbio,,0,"@USAirways worst customer service. ticket was 180 and fee is 200 it's ""not worth it"" for them accommodate me given circumstances in BOS",,2015-02-20 10:54:34 -0800,"Washington, D.C.",Madrid 568845552114405376,negative,1.0,Customer Service Issue,0.6581,US Airways,,CLChicosky,,0,"@USAirways see? No response? Obviously you think this ""service"" is acceptable. #customerservicefail",,2015-02-20 10:52:02 -0800,, 568845421390344192,negative,1.0,Customer Service Issue,1.0,US Airways,,ElFun,,0,"“@USAirways: We're sincerely sorry, Sean. Reservations is working hard to answer everyone's call and we appreciate your patience.” #false","[34.16721627, -118.34537339]",2015-02-20 10:51:31 -0800,Burbank,Pacific Time (US & Canada) 568845145510158336,neutral,0.6697,,,US Airways,,MikeSelesky,,0,@USAirways absolutely,,2015-02-20 10:50:25 -0800,, 568843696105496577,negative,1.0,Late Flight,0.6531,US Airways,,awesomesauceDan,,0,@USAirways It wasn't weather this morning. AWE1701 diverted back to BOS due to mechanical issues. So far lost one of 3 days :(,"[0.0, 0.0]",2015-02-20 10:44:40 -0800,"Grand Forks, ND",Central Time (US & Canada) 568842945530441728,negative,1.0,Customer Service Issue,1.0,US Airways,,heidiharr,,0,@USAirways I have been in contact with 3 people and still no answers. You keep sending me to @Expedia and they keep sending me to you!,,2015-02-20 10:41:41 -0800,, 568841635049533440,negative,1.0,Flight Attendant Complaints,0.6902,US Airways,,ConnorCrown,,0,@USAirways @AmericanAir no one appreciates the sass of the gate agent at Gate C38 at LGA flight US626. Irritated customers,"[40.77265898, -73.86525922]",2015-02-20 10:36:29 -0800,"NYC, NY",Central Time (US & Canada) 568841068348878848,negative,0.6804,Customer Service Issue,0.6804,US Airways,,APatterman,,0,@USAirways how do I get you to stop sending me emails about my ex boyfriends account? I don't care how many points he has! He only has,,2015-02-20 10:34:13 -0800,, 568840215089041409,negative,0.6726,Bad Flight,0.3363,US Airways,,nancysilbergphd,,0,@USAirways we have seats. on phone Iwas told I was getting error msg due to paid 1st class upgrd. told to check in after 12am.sound right?,,2015-02-20 10:30:50 -0800,, 568839036007260162,negative,1.0,Lost Luggage,1.0,US Airways,,G_Will_Eye_Am,,0,@USAirways waiting for bags now over 25min in Phl bag claim!,,2015-02-20 10:26:09 -0800,, 568838743030956032,positive,1.0,,,US Airways,,MikeSelesky,,0,@USAirways awesome! Flight #676 out of philly on Tuesday. Party in row 15 if you're interested.,,2015-02-20 10:24:59 -0800,, 568838717303074816,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,StephCaicedo,,0,@USAirways flight is already over. I think the airline should just have the flight attendants actually emphasize that VAPE is still smoking,,2015-02-20 10:24:53 -0800,Sunshine State,Quito 568836390991101952,negative,1.0,Customer Service Issue,1.0,US Airways,,lsmith_31,,0,@USAirways Call volumes are high so the best answer is to hang up on me?,"[0.0, 0.0]",2015-02-20 10:15:38 -0800,,Quito 568834902365503488,positive,1.0,,,US Airways,,jamesheine1,,0,@USAirways i got through and am able to switch my flight with no charge. Thank you,,2015-02-20 10:09:43 -0800,, 568834884942336000,neutral,1.0,,,US Airways,,wclsc59,,0,@USAirways will you please start offering more routes out of @triflight to more locations instead of just charlotte and atlanta,,2015-02-20 10:09:39 -0800,johnson city tn, 568834834040164352,positive,1.0,,,US Airways,,bobdarealtor,,0,"@USAirways Welcome to North Texas US Air / American Air employees. Housing and Education are great opportunities in The GR8 State Of Texas",,2015-02-20 10:09:27 -0800,Dallas Fort Worth, 568834249303785472,neutral,0.6887,,0.0,US Airways,,StephCaicedo,,0,@USAirways oh they saw it and said nothing.,,2015-02-20 10:07:08 -0800,Sunshine State,Quito 568834026317832193,negative,1.0,Customer Service Issue,0.6875,US Airways,,kimlynam2,,0,@USAirways yes but lost a whole day. Frustrating!! #poor customer service,,2015-02-20 10:06:14 -0800,, 568833970143698944,negative,1.0,Customer Service Issue,1.0,US Airways,,MediatorTerry,,0,@USAirways Saddens me that my first tweet - ever - has to be a complaint about customer service.,,2015-02-20 10:06:01 -0800,, 568833409138745344,negative,1.0,Customer Service Issue,0.6547,US Airways,,nancysilbergphd,,0,"@USAirways trying to check in online for a flight tomorrow. Tried computer, tablet, and phone. got error message on all devices?",,2015-02-20 10:03:47 -0800,, 568829465788350464,negative,1.0,Can't Tell,0.3696,US Airways,,El_Doctor88,,0,@USAirways @AmericanAir How do I merge my miles accounts? Your sites tell me my info don't match even though I can't find a difference.,,2015-02-20 09:48:07 -0800,L.A.,Pacific Time (US & Canada) 568826425538519041,negative,1.0,Customer Service Issue,1.0,US Airways,,andreawalls21,,0,@USAirways yes had to go pick up and pay 40 cab ride very rude employee poor customer service,,2015-02-20 09:36:02 -0800,, 568826247809273856,neutral,1.0,,,US Airways,,MikeSelesky,,0,@USAirways can I bring mini bottles of booze on to my flight?,,2015-02-20 09:35:20 -0800,, 568826070897717250,negative,1.0,Lost Luggage,0.3535,US Airways,,tannapistolis,,0,@USAirways your staff at LAX really messed up on this one. Failing to scan my suitcase tag.,,2015-02-20 09:34:38 -0800,,Eastern Time (US & Canada) 568826004891832321,negative,1.0,Cancelled Flight,0.6552,US Airways,,kimlynam2,,0,@USAirways Not happy with start of trip! Cancelled Flightled flight #poor customerservice,,2015-02-20 09:34:22 -0800,, 568825686472953856,neutral,0.3616,,0.0,US Airways,,lesliegudel,,0,@USAirways Nice try. Doesn't apply to Philly.,,2015-02-20 09:33:06 -0800,"Berwyn, PA",Quito 568825563126865922,neutral,1.0,,,US Airways,,exilauren,,0,@USAirways what is your policy around bringing a breast pump on board?,,2015-02-20 09:32:37 -0800,"Washington, DC via Boston",Central Time (US & Canada) 568825140898873344,positive,0.6638,,,US Airways,,franchise02,,0,"@USAirways Thanks. No DC yet, I see. I will keep that link and check back. Appreciate it!",,2015-02-20 09:30:56 -0800,,Eastern Time (US & Canada) 568824821531996162,negative,0.688,Customer Service Issue,0.688,US Airways,,MarkJablonowski,,0,@USAirways I'm glad too. But I should not have to spend an hour to try and track down the basic information that you already have available.,,2015-02-20 09:29:40 -0800,"Washington, DC",Eastern Time (US & Canada) 568824786337574912,neutral,1.0,,,US Airways,,franchise02,,0,@USAirways Will you guys be offering no-fee changes for flights out of DCA tomorrow afternoon?,,2015-02-20 09:29:31 -0800,,Eastern Time (US & Canada) 568824193380425731,neutral,1.0,,,US Airways,,jamesheine1,,0,@USAirways how can i get ahold of a reservations supervisor?,,2015-02-20 09:27:10 -0800,, 568823990321598465,negative,1.0,Lost Luggage,1.0,US Airways,,MarkJablonowski,,0,@USAirways I called the BTV desk; they had more information - so it exists. Your systems don't make it easy for the customer to access it.,,2015-02-20 09:26:22 -0800,"Washington, DC",Eastern Time (US & Canada) 568823897967034368,positive,1.0,,,US Airways,,TripHExperience,,0,"@USAirways awesome! And yes, @UpInAirClaire is!",,2015-02-20 09:26:00 -0800,"Los Angeles, Ca",Pacific Time (US & Canada) 568823817679847425,negative,1.0,Customer Service Issue,0.6725,US Airways,,andreawalls21,,0,@USAirways that website does not give correct info said my bag was in Miami was in key west the entire time..I got the run around for 2 days,,2015-02-20 09:25:41 -0800,, 568823143789416449,negative,1.0,Customer Service Issue,1.0,US Airways,,jamesheine1,,0,@USAirways was on hold for about 45 minutes after speaking 2 lady at the airport counter. Gave up,,2015-02-20 09:23:00 -0800,, 568822571875098624,negative,1.0,Lost Luggage,1.0,US Airways,,tannapistolis,,0,@USAirways I just want to find my bag so I won't have to go through the hassle of trying to claim what was in my suitcase #usairwaysfail,,2015-02-20 09:20:44 -0800,,Eastern Time (US & Canada) 568822419823169536,negative,1.0,Customer Service Issue,0.3681,US Airways,,MarkJablonowski,,0,"@USAirways Literally all that says is ""Case open"" What good is that to me?",,2015-02-20 09:20:07 -0800,"Washington, DC",Eastern Time (US & Canada) 568821402389893120,negative,1.0,Bad Flight,0.3693,US Airways,,jamesheine1,,0,@USAirways no you not sorry. I am trying 2 add a day 2 my vacation but there is a $200 charge just 2 change flights,,2015-02-20 09:16:05 -0800,, 568818512191471616,positive,1.0,,,US Airways,,nanceebing,,0,@USAirways Melinda in reservations in greensboro nc is an absolute jewel thank her for me she's amazing!!!,,2015-02-20 09:04:36 -0800,south beach/ LA / NC,Eastern Time (US & Canada) 568818328132841472,negative,1.0,Flight Attendant Complaints,0.7223,US Airways,,chipchilders,,0,"@USAirways the two women workng PHL bag check term C @ 11:30 ET should be fired for being rude, pushy and treating customers with disrespect",,2015-02-20 09:03:52 -0800,PHL | SFO | $x,Eastern Time (US & Canada) 568817526823456768,positive,1.0,,,US Airways,,steven_follis,,0,@USAirways Best GAgent in a long time - Danny B. for US628 DFW-CLT. Appreciated how up to date he kept us during irrops. Super professional!,,2015-02-20 09:00:41 -0800,"Charlotte, NC",Eastern Time (US & Canada) 568815766474244096,positive,1.0,,,US Airways,,JeffSpeckAICP,,0,"@USAirways Good news, we got fixed.",,2015-02-20 08:53:41 -0800,Washington DC, 568814284680994816,negative,1.0,Customer Service Issue,0.6485,US Airways,,CLChicosky,,0,@sarahpompei don't bother wasting your time! @USAirways will send u a form letter & let u choose a gift certificate. #worstcustomerservice,,2015-02-20 08:47:48 -0800,, 568814251311288320,neutral,0.648,,,US Airways,,nanceebing,,0,@USAirways thanks is there a beareavement discount anymore or not should I just book online,,2015-02-20 08:47:40 -0800,south beach/ LA / NC,Eastern Time (US & Canada) 568813649336381440,negative,1.0,Late Flight,1.0,US Airways,,phlu,,0,@USAirways and now that flight pushed back to 2:35pm departure.,,2015-02-20 08:45:16 -0800,Indianapolis & environs,Eastern Time (US & Canada) 568812675175591936,negative,1.0,Can't Tell,1.0,US Airways,,MelaniePanton,,0,"@USAirways -not just this trip, been a few. Ur saving grace is ur cheaper flights. Now willing to pay more 4 bttr service on bttr airlines.",,2015-02-20 08:41:24 -0800,"New York, New York", 568812584469528576,negative,1.0,Lost Luggage,1.0,US Airways,,andreawalls21,,0,@USAirways horrible experience to key west lost luggage called to check & was told not to call back reconsidering my flight back,,2015-02-20 08:41:02 -0800,, 568811771315814401,positive,1.0,,,US Airways,,sydlisterney,,0,@USAirways thank you!,,2015-02-20 08:37:48 -0800,babynole'18,Quito 568811022049349633,negative,1.0,Cancelled Flight,0.6923,US Airways,,CLChicosky,,0,"@USAirways I needed to be at my destination by lunchtime today. No one could get us on a flight, but I've since learned @Delta had one!",,2015-02-20 08:34:50 -0800,, 568810681279111168,neutral,0.6544,,0.0,US Airways,,jmspool,,0,"@USAirways Yes, I get that. I’m asking: Specifically, what will you do with the feedback I’ve given you?",,2015-02-20 08:33:29 -0800,"42.635976,-71.164046",Eastern Time (US & Canada) 568809407120855041,negative,1.0,Late Flight,1.0,US Airways,,G_Will_Eye_Am,,0,@USAirways delayed I'm charlotte big surprise,,2015-02-20 08:28:25 -0800,, 568809369678315521,negative,1.0,Cancelled Flight,1.0,US Airways,,JeffreyWhitmore,,0,"@USAirways Cancelled Flightled flight, 50 person line and one agent helping to rebook. You could've handed this one better. http://t.co/By3vDioSUA",,2015-02-20 08:28:16 -0800,Washington D.C., 568809327298883584,negative,1.0,Customer Service Issue,1.0,US Airways,,CLChicosky,,0,@AndrewFallis same here! On hold for an hour & then told @USAirways has done all it is willing to- which was apologize. #stillnotonmyflight,,2015-02-20 08:28:06 -0800,, 568808528426741760,negative,1.0,Late Flight,0.6733,US Airways,,SandiSandidavid,,0,@USAirways what is happening with flight 1701 from BOS to PHL? Daughter and her fiancée are stuck in BOS!,,2015-02-20 08:24:55 -0800,, 568808397660774401,negative,1.0,Customer Service Issue,1.0,US Airways,,CLChicosky,,0,"@nrhodes85 isn't it funny that @USAirways just apologizes, but doesn't actually take steps 2 go above & beyond for customers? #NotImpressed",,2015-02-20 08:24:24 -0800,, 568807947423375360,negative,1.0,Cancelled Flight,1.0,US Airways,,phlu,,0,"@USAirways 2133. Flight now Cancelled Flightled. Have been rebooked on 2pm flight. If on time take off, I'll have spent 5 extra hours at DCA.",,2015-02-20 08:22:37 -0800,Indianapolis & environs,Eastern Time (US & Canada) 568807901608828928,negative,1.0,Bad Flight,0.6925,US Airways,,xmaspickles,,0,"@USAirways We've been sitting on this plane for almost an hour, waiting for it to be fueled. Shouldn't that have been done b4 we got on????",,2015-02-20 08:22:26 -0800,"Pittsburgh, PA", 568807391484997632,positive,1.0,,,US Airways,,rzlevinson,,0,@USAirways Thank you,,2015-02-20 08:20:24 -0800,, 568806740227166208,negative,1.0,Late Flight,1.0,US Airways,,emilybard,,0,@USAirways can I get a free mimosa to compensate my flight delay (yet again) thx,,2015-02-20 08:17:49 -0800,"Fairfield, Connecticut",Eastern Time (US & Canada) 568806267940048896,positive,1.0,,,US Airways,,fmrtpr1894,,0,@USAirways Reservation agent on the phone did a great job.,,2015-02-20 08:15:56 -0800,"Boston,MA", 568805605432958976,negative,1.0,Can't Tell,0.3374,US Airways,,MelaniePanton,,0,"@USAirways get ur act together, start treating ur passengers w/ kinder, have more sanitized planes. Take a page from @Delta perhaps.",,2015-02-20 08:13:18 -0800,"New York, New York", 568804625257791488,negative,1.0,Lost Luggage,1.0,US Airways,,sydlisterney,,0,@USAirways is a joke. Stop losing my luggage!,,2015-02-20 08:09:25 -0800,babynole'18,Quito 568804534845345792,neutral,1.0,,,US Airways,,nanceebing,,0,@USAirways can I book using some sort of breavement program? I need to get home for my pops funeral,,2015-02-20 08:09:03 -0800,south beach/ LA / NC,Eastern Time (US & Canada) 568803508784275457,negative,1.0,Customer Service Issue,0.6733,US Airways,,DowntownMikeyB,,0,"@USAirways I've been on hold for 35 mins to sort out my reservation out of sync message when trying to check in, what's wrong?!?",,2015-02-20 08:04:59 -0800,, 568803073835077632,neutral,0.6415,,0.0,US Airways,,jmspool,,0,@USAirways Thank you. But I don’t understand. What will you do with my feedback?,,2015-02-20 08:03:15 -0800,"42.635976,-71.164046",Eastern Time (US & Canada) 568802225058926592,negative,1.0,Customer Service Issue,1.0,US Airways,,CLChicosky,,0,"@USAirways has no idea what customer service means. As the customer, if you mess up my plans, don't treat me like its no big deal!",,2015-02-20 07:59:52 -0800,, 568800165886210048,negative,1.0,Customer Service Issue,1.0,US Airways,,DoctorRedz,,0,@USAirways Still on hold. 1 hour and 45 minutes and counting. Platinum? Who cares? Problems checking in? Who cares?,,2015-02-20 07:51:42 -0800,Jamaica,Eastern Time (US & Canada) 568799336097656836,negative,1.0,Flight Booking Problems,0.6703,US Airways,,fmrtpr1894,,0,@USAirways how about a little help for the two gate agents trying to rebook flight 1707?,,2015-02-20 07:48:24 -0800,"Boston,MA", 568796551394549760,negative,1.0,Flight Attendant Complaints,0.3541,US Airways,,YourKindofSalad,,0,@USAirways I respect the stress of a merger but one rep to reschedule/replane 15 ppl who are already Late Flight? #youcandobetter,,2015-02-20 07:37:20 -0800,Cincinnati,Quito 568796449863028736,negative,1.0,Can't Tell,0.6509,US Airways,,mjmena001,,0,"@USAirways now I am on flight to FLL, and told to take a train back to PBI to get my car. There are no trains to PBI!",,2015-02-20 07:36:56 -0800,West Palm, 568796187299606528,negative,0.6927,Customer Service Issue,0.6927,US Airways,,mjmena001,,0,"@USAirways I fly quite a bit, and it's not difficult to communicate. If agents let people know what's happening, arrangements can be made",,2015-02-20 07:35:53 -0800,West Palm, 568795549211738113,negative,1.0,Customer Service Issue,0.6596,US Airways,,keithlaw,,1,"@USAirways Handled on the phone. Unfortunately it wiped out an entire trip, which is why I'm so displeased.",,2015-02-20 07:33:21 -0800,Delaware,Arizona 568795462125428736,negative,1.0,Bad Flight,1.0,US Airways,,carrieryan,,0,@USAirways headed to NYC from CLT. Funny to hear all phones ring at once and then the entire plane groan (has happened twice more).,,2015-02-20 07:33:00 -0800,"Charlotte, NC",Eastern Time (US & Canada) 568794464749264896,positive,1.0,,,US Airways,,MHCone,,0,@USAirways made it!!! Send Bloody Mary's to row 27!!!,,2015-02-20 07:29:02 -0800,"QueenCity, USA ", 568793575300796417,neutral,0.6667,,,US Airways,,B_Flight5508,,0,"@USAirways 5223 out of Gainesville, FL",,2015-02-20 07:25:30 -0800,,Eastern Time (US & Canada) 568793221809250304,negative,1.0,Customer Service Issue,1.0,US Airways,,FrancisDeana,,0,@USAirways I already let them know and sent 4 complaints. Got a call back finally when I was asleep and there is no return call back #,,2015-02-20 07:24:06 -0800,, 568792664931508225,neutral,0.6739,,0.0,US Airways,,jmspool,,0,@USAirways Thank you for valuing my feedback. What will you do with it?,,2015-02-20 07:21:53 -0800,"42.635976,-71.164046",Eastern Time (US & Canada) 568791745925918721,negative,1.0,Late Flight,0.6753,US Airways,,FrancisDeana,,0,@USAirways the flights weren't from this morning... It was 4 flights 2 on Thursday and 2 on Monday which turned into Tuesday,,2015-02-20 07:18:14 -0800,, 568791243800473600,negative,1.0,Customer Service Issue,1.0,US Airways,,DoctorRedz,,0,@USAirways I spoke with a customer service rep who was rude and curt and transferred me to eternal hold. Sad. #badservice #mergerdisaster,,2015-02-20 07:16:14 -0800,Jamaica,Eastern Time (US & Canada) 568790903776636928,negative,1.0,Customer Service Issue,1.0,US Airways,,DoctorRedz,,0,@USAirways your customer service is a nightmare. I have been on hold for 1 hour. I'm a platinum member with AA and feel like it's worthless,,2015-02-20 07:14:53 -0800,Jamaica,Eastern Time (US & Canada) 568790795253186560,negative,1.0,Late Flight,1.0,US Airways,,B_Flight5508,,0,"@USAirways never let's me down, every. Single. Flight. Gets delayed.",,2015-02-20 07:14:27 -0800,,Eastern Time (US & Canada) 568790707470790656,negative,0.6771,Late Flight,0.6771,US Airways,,G_Will_Eye_Am,,0,@USAirways sitting on the ground in Charlotte with no gate or comms for flight deck great happy Friday hope i make my connection,,2015-02-20 07:14:06 -0800,, 568790685723136001,neutral,1.0,,,US Airways,,rzlevinson,,0,@USAirways Done,,2015-02-20 07:14:01 -0800,, 568790282839433216,neutral,0.6266,,,US Airways,,Peter_D_Ahern,,0,@USAirways made it.. Never ran so fast in my life,,2015-02-20 07:12:25 -0800,, 568790015142178816,negative,1.0,longlines,0.6802,US Airways,,mrshoreman,,0,@USAirways I've been standing on a very crowded bus for the past 30 mins for DCA-PIT. HELP! @AmericanAir http://t.co/jasKYPLWt5,,2015-02-20 07:11:21 -0800,"Washington, DC, USA",Atlantic Time (Canada) 568789565483454464,negative,1.0,Cancelled Flight,1.0,US Airways,,keithlaw,,1,"@USAirways Thanks, but you can't. My flight was Cancelled Flightled for ""maintenance"" reasons, and the next available flight was too Late Flight for me.",,2015-02-20 07:09:34 -0800,Delaware,Arizona 568789267180331008,negative,1.0,Cancelled Flight,1.0,US Airways,,nrhodes85,,0,"@USAirways yes, I was rebooked the next day (Weds). Thanks. Just upset that I lost 2 additional work days AND paid for my own hotel. #losing",,2015-02-20 07:08:23 -0800,Dixie State College,Mountain Time (US & Canada) 568789020890812416,neutral,1.0,,,US Airways,,MHCone,,0,@USAirways call Gate D9 in CLT and get me on this flight,,2015-02-20 07:07:24 -0800,"QueenCity, USA ", 568788849440063489,negative,1.0,Can't Tell,0.6942,US Airways,,MelaniePanton,,0,@USAirways suppose I need to tweet everyone how horrible your airline is for you to take notice. Let me try that route.,,2015-02-20 07:06:43 -0800,"New York, New York", 568788652995833856,negative,0.6709,Can't Tell,0.6709,US Airways,,MHCone,,0,"@USAirways 835, fix this ASAP",,2015-02-20 07:05:57 -0800,"QueenCity, USA ", 568788141236199424,negative,1.0,Customer Service Issue,1.0,US Airways,,jmspool,,0,"@USAirways No. Just felt that you could do better in making the emails feel a little less of “We don’t care. We’re automated.""",,2015-02-20 07:03:55 -0800,"42.635976,-71.164046",Eastern Time (US & Canada) 568787831436345344,negative,1.0,Cancelled Flight,1.0,US Airways,,christinaliu115,,0,"@USAirways @AmericanAir , you Cancelled Flightled my flight back during the holidays and gave me a refund of $8.51/ticket from PHL to EWR, really?!",,2015-02-20 07:02:41 -0800,"San Francisco, CA",Central Time (US & Canada) 568787210188812289,negative,0.6232,Can't Tell,0.3189,US Airways,,Chrisp2281,,0,@USAirways I'm logged into a Flight Booking Problems. I need to add API before travelling to the states but I cannot see where to do it,,2015-02-20 07:00:13 -0800,"Dublin, Ireland",Casablanca 568786315820470272,positive,1.0,,,US Airways,,rzlevinson,,0,@USAirways thanks for helping with #reFlight Booking Problems #Cancelled Flightedflight Yvonne Anthony. You will help us get to Tel Aviv on time. #HappyFriday,,2015-02-20 06:56:39 -0800,, 568785504004497408,positive,1.0,,,US Airways,,rzlevinson,,0,@USAirways big thanks to Yvonne Anthony from the Chairman's desk. Top tier customer service today. #outstanding #service & #support.,,2015-02-20 06:53:26 -0800,, 568785393358905345,negative,1.0,Bad Flight,1.0,US Airways,,riricesq,,0,@USAirways now the plane is 100 degrees and we are burning up. This is completely illegal.,,2015-02-20 06:52:59 -0800,On a beach,Quito 568783658150191104,negative,0.6774,Can't Tell,0.3441,US Airways,,MHCone,,0,@USAirways are you fucking kidding me??? http://t.co/qjLzrYWFj2,,2015-02-20 06:46:06 -0800,"QueenCity, USA ", 568783455338819584,negative,1.0,Late Flight,1.0,US Airways,,Peter_D_Ahern,,0,@USAirways now siting on Tarmac in philly for another 15 minutes. This is so lame. Sorry doesn't help. This is terrible.,,2015-02-20 06:45:17 -0800,, 568782732358258689,negative,1.0,Late Flight,1.0,US Airways,,jessergauvin,,0,@USAirways what is the damn delay????,,2015-02-20 06:42:25 -0800,Nantucket,Quito 568782673587658752,negative,1.0,Late Flight,0.6645,US Airways,,jessergauvin,,0,@USAirways it would be nice to just pull up to the gate. Still sitting here,,2015-02-20 06:42:11 -0800,Nantucket,Quito 568781642946490368,negative,1.0,Customer Service Issue,0.6545,US Airways,,mjmena001,,0,@usairways app is the worst one for airlines. Can't do anything once your original flight time has gone by. Useless.,,2015-02-20 06:38:05 -0800,West Palm, 568781427636092928,negative,1.0,Bad Flight,0.6454,US Airways,,riricesq,,0,@USAirways has completely wasted my work day! Thank you for the bad service and bad Friday!,,2015-02-20 06:37:14 -0800,On a beach,Quito 568780964677201920,negative,1.0,Customer Service Issue,1.0,US Airways,,KarileeD,,0,"@USAirways And also, it's great that you tweet @ complainers, but what about the in-person help when I need it? Robyn F. in Manch = useless.",,2015-02-20 06:35:24 -0800,New Hampshire,Atlantic Time (Canada) 568780741909319680,negative,1.0,Can't Tell,0.6664,US Airways,,KarileeD,,0,.@USAirways You'll be receiving a long & detailed complaint letter soon. Long story short: never flying USAir again.,,2015-02-20 06:34:30 -0800,New Hampshire,Atlantic Time (Canada) 568780675672907776,negative,1.0,Can't Tell,0.3497,US Airways,,mjmena001,,0,"@Usairways thanks for making miss connection, getting rebooked, missing that too, and a miserable day. Started my day @ 4:30am for nothing!",,2015-02-20 06:34:15 -0800,West Palm, 568780228648144896,negative,1.0,Late Flight,1.0,US Airways,,mjmena001,,0,"@Usairways need to learn operations. Sit a plane overnight at #gsp, and not realize there's a mech problem. Then delay flight 3 1/2 hours!",,2015-02-20 06:32:28 -0800,West Palm, 568779311261622272,negative,1.0,Late Flight,1.0,US Airways,,riricesq,,0,"@USAirways that the flight was delayed & closed the doors only to tell us we would not be leaving for an hour and a half. Bad, bad service",,2015-02-20 06:28:49 -0800,On a beach,Quito 568779110710964224,negative,1.0,Late Flight,0.6924,US Airways,,riricesq,,0,@USAirways why would you not give us the option to get off the plane instead of sit on it for an hour and a half when you knew at the gate,,2015-02-20 06:28:02 -0800,On a beach,Quito 568778215671664640,negative,1.0,Bad Flight,0.7012,US Airways,,mwasserman818,,0,@USAirways He overflowed over the armrest and under with legs sprawled. You should refund me I had no Choice. #Grossedout,,2015-02-20 06:24:28 -0800,Flying Giraffe Travel,Pacific Time (US & Canada) 568777504368005120,positive,1.0,,,US Airways,,NicholasBSabin,,0,@USAirways I appreciate your prompt response.,,2015-02-20 06:21:39 -0800,"Wendell, NC",Eastern Time (US & Canada) 568776950665371648,negative,1.0,Flight Attendant Complaints,0.6771,US Airways,,mwasserman818,,0,@USAirways nothing was available. Male flight crew was not nice/dismissive. Big guy was standby and probably didn't even pay for Choice,,2015-02-20 06:19:27 -0800,Flying Giraffe Travel,Pacific Time (US & Canada) 568776831006064640,negative,1.0,Late Flight,0.6629999999999999,US Airways,,riricesq,,0,@USAirways well we should have been told that before we were sitting on the plane for an hour to have the option of not getting on.,,2015-02-20 06:18:58 -0800,On a beach,Quito 568775800599801856,negative,1.0,Late Flight,0.3486,US Airways,,riricesq,,0,@USAirways I did not want to hang out on your plane all day when I am traveling to get work done and turn right back around. Unacceptable,,2015-02-20 06:14:52 -0800,On a beach,Quito 568775493727551488,negative,1.0,Lost Luggage,0.6601,US Airways,,tannapistolis,,0,@USAirways doesn't seem likely bc your team failed to scan my bag in LAX and you recycle bagtag numbers that doesn't help #usairwaysfail,,2015-02-20 06:13:39 -0800,,Eastern Time (US & Canada) 568775413192921088,negative,1.0,Late Flight,0.6835,US Airways,,riricesq,,0,@USAirways this is a complete waste of my day. A trip to my for work has now turned into sitting on your planes all day. Ridiculous,,2015-02-20 06:13:20 -0800,On a beach,Quito 568775265406611456,negative,1.0,Late Flight,0.6942,US Airways,,riricesq,,0,@USAirways we should have been given the option to get off the plane not sit on it for a time longer than our actually flight.,,2015-02-20 06:12:45 -0800,On a beach,Quito 568775146703589376,negative,1.0,Bad Flight,0.7053,US Airways,,riricesq,,0,@USAirways the plane is moving and it's no ice. We are moving to the end of the runway to sit because LGA has one runway open.,,2015-02-20 06:12:16 -0800,On a beach,Quito 568774932844261376,neutral,0.6581,,0.0,US Airways,,altadenadad,,0,@USAirways of course weather was a joke 43 beats 5 degrees in PHL! ⛄️☀️,,2015-02-20 06:11:25 -0800,"Haverford, PA & Wilton Manors ",Atlantic Time (Canada) 568774385965932545,negative,1.0,Flight Attendant Complaints,0.6925,US Airways,,mwasserman818,,0,@USAirways nothing was available. Male flight crew was not nice/dismissive. Big guy was standby and probably didn't even pay.,,2015-02-20 06:09:15 -0800,Flying Giraffe Travel,Pacific Time (US & Canada) 568774317410009088,negative,1.0,Late Flight,0.7036,US Airways,,riricesq,,0,@USAirways is setting themselves up for a lawsuit. No way we should sit on a plane for an hour and a half.,,2015-02-20 06:08:59 -0800,On a beach,Quito 568773869512761345,positive,1.0,,,US Airways,,altadenadad,,0,@USAirways Thks US #1786 2/19 PHL to FLL. Overall 1st class has improved with more food now on PHL to FLL and most crews are super.,,2015-02-20 06:07:12 -0800,"Haverford, PA & Wilton Manors ",Atlantic Time (Canada) 568773776638406656,negative,1.0,Bad Flight,0.3602,US Airways,,riricesq,,0,@USAirways I want to not sit on a plane from DCA to LGA for an hour and a half which is longer than my flight.,,2015-02-20 06:06:50 -0800,On a beach,Quito 568773342053969920,negative,1.0,Late Flight,1.0,US Airways,,riricesq,,0,@USAirways this is so unacceptable. I'm going for the day. Now most of my day will be sitting on your plane. Not to mention there is no air,,2015-02-20 06:05:06 -0800,On a beach,Quito 568772824523001856,negative,1.0,Late Flight,1.0,US Airways,,riricesq,,0,@USAirways is moving the plane to the end of the runway for us to sit on it for an hour and a half. They didn't even let us off.,,2015-02-20 06:03:03 -0800,On a beach,Quito 568770442292551680,negative,1.0,Customer Service Issue,1.0,US Airways,,Andreas_Hirsch,,0,@USAirways hi is there somebody avail who can help .....with an refund ? its unbelievable on the phone w US for more than 7 hrs in 4 days,,2015-02-20 05:53:35 -0800,GERMANY,Greenland 568770125114929152,negative,0.6554,Can't Tell,0.3335,US Airways,,altadenadad,,1,@USAirways Plus a US Airways - you need to do something about this! I left Philly to thaw out!!!! http://t.co/pKy7ZhnNRH,,2015-02-20 05:52:19 -0800,"Haverford, PA & Wilton Manors ",Atlantic Time (Canada) 568769725175435264,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,altadenadad,,0,@USAirways ordered a Scotch & water and F/A asked if I wanted full glass or half? 60 yrs old and first time ever asked that????,,2015-02-20 05:50:44 -0800,"Haverford, PA & Wilton Manors ",Atlantic Time (Canada) 568769373122342912,negative,1.0,Late Flight,1.0,US Airways,,collyneliz,,0,"@USAirways yeah, the mark was like a mile back. Also we're an hour Late Flight. So thanks a ton for the great service today.",,2015-02-20 05:49:20 -0800,DC via Louisiana,Eastern Time (US & Canada) 568769216662282240,negative,1.0,Bad Flight,0.3587,US Airways,,altadenadad,,0,@USAirways we got 1 drink then F/A sat in jump seat doing crosswords. Glasses picked up at landing. Just a very lazy service 4 First class.,,2015-02-20 05:48:43 -0800,"Haverford, PA & Wilton Manors ",Atlantic Time (Canada) 568769111561527297,negative,0.6932,Bad Flight,0.6932,US Airways,,mwasserman818,,0,"@USAirways Paid for a Choice Seat my Choice is to NOT have big man next to me in my seat, too. #oldseatnocushion #worstflight #nohelponboard",,2015-02-20 05:48:18 -0800,Flying Giraffe Travel,Pacific Time (US & Canada) 568768864793681921,negative,1.0,Bad Flight,0.65,US Airways,,altadenadad,,0,@USAirways First class no snack basket was catered so drinks only No preflight drink or coathanging 1st drink service 50 min after take off,,2015-02-20 05:47:19 -0800,"Haverford, PA & Wilton Manors ",Atlantic Time (Canada) 568764059732058112,negative,1.0,Late Flight,0.6923,US Airways,,eteune,,0,"@USAirways you told us last night that there was a ground stop at O'Hare FOUR HOURS AFTER Obama landed, stop blaming someone else",,2015-02-20 05:28:13 -0800,Chicago Area, 568762393083449345,negative,1.0,Late Flight,1.0,US Airways,,BolerChris,,0,@USAirways #428 delayed due to #frozentoilet #medicalissue #mechanicalissue #dispatchissue We've heard it all! #LetsGo,,2015-02-20 05:21:36 -0800,"Knoxville, TN", 568761600359993344,negative,1.0,Flight Attendant Complaints,0.3634,US Airways,,JoanEisenstodt,,0,"@USAirways ""Able""? Does that mean not having private conversations and not helping those w/ luggage that won't fit overhead?",,2015-02-20 05:18:27 -0800,"Washington, DC",Eastern Time (US & Canada) 568760999194591232,neutral,1.0,,,US Airways,,jessergauvin,,0,@USAirways 1826 trying to make a connection to Punta Cana leave PHL at 9:50,,2015-02-20 05:16:03 -0800,Nantucket,Quito 568760866088337409,negative,1.0,Late Flight,1.0,US Airways,,Peter_D_Ahern,,0,@USAirways is the worst. 45 minute delay in Boston. Not weather reLate Flightd. Going to miss our connecting flight. Gassing up the plane issue.,,2015-02-20 05:15:32 -0800,, 568760648135544832,negative,1.0,Late Flight,1.0,US Airways,,jessergauvin,,0,@USAirways is the worst!! Still haven't left.. Everyone missing connections.,,2015-02-20 05:14:40 -0800,Nantucket,Quito 568759575807184896,negative,1.0,Late Flight,1.0,US Airways,,Ekubolage,,0,@USAirways today's flight to Philadelphia. It's a little disappointing for the unnecessary delays and it's not even snowing in FL.,,2015-02-20 05:10:24 -0800,Orlando, 568759027775225856,negative,1.0,Flight Booking Problems,1.0,US Airways,,kevin_krebs,,0,@USAirways I have been trying to book a flight using my miles for 3 straight days. 210 min on phone - still haven't talked to a human.,,2015-02-20 05:08:13 -0800,"Alexandria, VA", 568753556498604032,neutral,1.0,,,US Airways,,jessergauvin,,0,@USAirways can you help me reroute my trip?,,2015-02-20 04:46:29 -0800,Nantucket,Quito 568751669892268032,negative,1.0,Late Flight,1.0,US Airways,,jessergauvin,,0,@USAirways gonna miss connecting flight.. Delayed flying out of Boston,,2015-02-20 04:38:59 -0800,Nantucket,Quito 568751082547089408,neutral,1.0,,,US Airways,,HeatherCannady,,0,@USAirways @AmericanAir I'm in the #finalstretch to #chairman #execplat #mileagerun for 6k needed any suggestions? #letsgo!,,2015-02-20 04:36:39 -0800,, 568750153315676160,negative,1.0,Customer Service Issue,0.6931,US Airways,,JesseConn,,1,@USAirways on flight 1839 waiting for weight and balance info for the past 30 minutes!!!,,2015-02-20 04:32:58 -0800,, 568749045528842240,positive,1.0,,,US Airways,,tayyylorrrx0,,0,@USAirways thank you for refunding me on my baggage ! really appreciate it,,2015-02-20 04:28:33 -0800,NJ 973 | NC 910,Eastern Time (US & Canada) 568748360599019520,negative,1.0,Late Flight,1.0,US Airways,,jofro3,,0,@USAirways thanks for taking my flight off the board AND NOT PROVIDING and updates about my flight which is 26 minutes Late Flight.,,2015-02-20 04:25:50 -0800,,Eastern Time (US & Canada) 568748242109927424,positive,1.0,,,US Airways,,pamela_moats,,0,@USAirways @AmericanAir I am so going to miss US Airways. You always provided great service and NEVER LET ME DOWN.,,2015-02-20 04:25:22 -0800,, 568725291247525888,negative,1.0,Can't Tell,0.6744,US Airways,,RVangutenberg,,0,@USAirways NEVER AGAIN! Worse experience in my life. http://t.co/3dDQq0gQni,,2015-02-20 02:54:10 -0800,Puerto Rico, 568724832898162688,negative,1.0,Cancelled Flight,0.657,US Airways,,joyousb,,0,.@USAirways I rebooked myself - but Cancelled Flighting flight because crew expired after boarding is unacceptable. You started delaying at 1:30pm.,,2015-02-20 02:52:21 -0800,,Eastern Time (US & Canada) 568715209944244224,negative,1.0,Flight Attendant Complaints,0.3571,US Airways,,misskiayona,,2,"@USAirways 7+ hrs stranded in DCA...zero apologies and the worst customer service. Been a faithful traveler for 15+ years, but no more!",,2015-02-20 02:14:06 -0800,, 568706442850660352,negative,1.0,Flight Attendant Complaints,0.6742,US Airways,,MeganRSmith83,,0,@USAirways this response doesn't correct the fact that your pilot failed to keep passengers updated,"[51.4713252, -0.4674035]",2015-02-20 01:39:16 -0800,"ÜT: 39.855018,-75.360949",Eastern Time (US & Canada) 568678961229762560,negative,1.0,longlines,0.3353,US Airways,,thecoolbelow,,0,@USAirways been at DCA at 5 pm still here at 3 am due to mechanical issues and lack of snacks on the plane! Absolutely worse experience!,,2015-02-19 23:50:04 -0800,The South, 568652138915766272,negative,1.0,Late Flight,1.0,US Airways,,BrianKush,,0,"@USAirways it was 1838, almost 5 hours Late Flight due to mechanical.",,2015-02-19 22:03:29 -0800,,Quito 568650058780041216,negative,1.0,Customer Service Issue,1.0,US Airways,,lj_verde,,0,"@USAirways never flying #USAirways again. Horrible experience, terrible customer service.",,2015-02-19 21:55:13 -0800,DC,Eastern Time (US & Canada) 568646628795666432,neutral,0.7024,,0.0,US Airways,,jmspool,,0,@USAirways Mobile boarding pass email.,,2015-02-19 21:41:35 -0800,"42.635976,-71.164046",Eastern Time (US & Canada) 568644931792687104,positive,0.6987,,,US Airways,,katiesherwood,,0,@USAirways we will...sunday! Just a few days away,,2015-02-19 21:34:51 -0800,"New York, New York",Quito 568644286306242561,neutral,0.6401,,,US Airways,,jrfigo,,0,@USAirways I am following you now,,2015-02-19 21:32:17 -0800,, 568644053522391041,negative,1.0,Cancelled Flight,0.6276,US Airways,,lj_verde,,0,@USAirways unacceptable. You knew the pilot wouldn't be able to complete the trip. Wasted all of our time.,,2015-02-19 21:31:21 -0800,DC,Eastern Time (US & Canada) 568643981258723328,negative,1.0,Late Flight,0.7065,US Airways,,CourtneyEMcCoy,,0,@USAirways I have been on three planes for flight 1907 and still haven't left the ground BAD SERVICE #sad,,2015-02-19 21:31:04 -0800,Williamson West Virginia,Eastern Time (US & Canada) 568641157724549120,negative,1.0,Late Flight,0.3535,US Airways,,lj_verde,,0,@USAirways Then told to offload because the captain was over hours? This has been a terrible experience.,,2015-02-19 21:19:51 -0800,DC,Eastern Time (US & Canada) 568640966866935808,negative,1.0,Late Flight,1.0,US Airways,,lj_verde,,0,"@USAirways Why were we loaded onto the plane (4 hours Late Flight, mind you), made to sit for 40 minutes",,2015-02-19 21:19:05 -0800,DC,Eastern Time (US & Canada) 568639824145584128,negative,1.0,Bad Flight,1.0,US Airways,,lj_verde,,0,@USAirways why load us on the flight if the captain was over the hours he could fly in one consecutive period? Unacceptable.,,2015-02-19 21:14:33 -0800,DC,Eastern Time (US & Canada) 568638903097421824,negative,1.0,Bad Flight,0.6829,US Airways,,lj_verde,,0,@USAirways offloading the plane?!?!?! This is ridiculous!!!!,,2015-02-19 21:10:53 -0800,DC,Eastern Time (US & Canada) 568638610385158145,positive,0.3491,,0.0,US Airways,,jdbwaffles,,0,"“@USAirways: @jdbwaffles We're excited to have you fly with us, JB! When will this be?” Spring Break !!!",,2015-02-19 21:09:44 -0800,, 568637273945866240,neutral,0.6762,,0.0,US Airways,,lj_verde,,0,@USAirways still just sitting here. nobody has said anything. What's up?,,2015-02-19 21:04:25 -0800,DC,Eastern Time (US & Canada) 568637070207422464,negative,1.0,Customer Service Issue,0.6522,US Airways,,syfialkoff,,0,@USAirways that is actually not true! You can get a seat online after a big hassle. That policy is totally dishonest and misleading. #FAA,,2015-02-19 21:03:36 -0800,, 568635173216133120,positive,1.0,,,US Airways,,masonkesner,,0,@USAirways I will. Thank you for at least tweeting me back:) better than most. 👌,"[0.0, 0.0]",2015-02-19 20:56:04 -0800,"Arkansas, USA",Central Time (US & Canada) 568634603885502464,negative,1.0,Flight Attendant Complaints,0.6288,US Airways,,kayjoooo,,0,@USAirways that seems unlikely without a crew here to board us,,2015-02-19 20:53:48 -0800,,Eastern Time (US & Canada) 568634467587264512,negative,1.0,Customer Service Issue,0.6913,US Airways,,shoethrill,,0,"@USAirways that's incorrect. Four people, last flight of the night, with our bags. #horriblecustomerservice",,2015-02-19 20:53:16 -0800,"11 W Boston St Chandler, AZ", 568634185155358720,positive,1.0,,,US Airways,,jdbwaffles,,0,@USAirways Exicted to be flying with y'all soon !!,,2015-02-19 20:52:09 -0800,, 568633911959363586,neutral,0.6869,,0.0,US Airways,,syfialkoff,,0,@USAirways and that you can choose the same seat for free after clicking 100 buttons.,,2015-02-19 20:51:03 -0800,, 568633802433507329,negative,1.0,Can't Tell,0.6404,US Airways,,syfialkoff,,0,"@USAirways the fact that you are making customers pay $15 to ""choose"" a seat and try to convince them using psychological tricks with colors",,2015-02-19 20:50:37 -0800,, 568633680605945856,negative,1.0,Bad Flight,0.3729,US Airways,,masonkesner,,0,@USAirways I’ll do that in addition to reviewing on my blog. Your agents were pleasant but the experience was less than :/,"[0.0, 0.0]",2015-02-19 20:50:08 -0800,"Arkansas, USA",Central Time (US & Canada) 568632534117908480,negative,0.6809,Bad Flight,0.3404,US Airways,,syfialkoff,,0,@USAirways your new seat assignment service is an embarrassment to airlines and customers worldwide. #shameonyou #usairwayssucks,,2015-02-19 20:45:35 -0800,, 568631538541326336,negative,1.0,Can't Tell,1.0,US Airways,,masonkesner,,0,@USAirways worst experience ever with you guys…see my blog tomorrow on my experience. Maybe you can help make it better.,"[35.2203248, -80.94508344]",2015-02-19 20:41:38 -0800,"Arkansas, USA",Central Time (US & Canada) 568627373027020800,negative,1.0,Late Flight,0.6772,US Airways,,lj_verde,,0,@USAirways now the freezing bus is just doing circles?,,2015-02-19 20:25:04 -0800,DC,Eastern Time (US & Canada) 568627064062009344,negative,1.0,Late Flight,0.3555,US Airways,,Allisonjones704,,0,"@USAirways please explain, I have plenty of time since I'm STRANDED!!",,2015-02-19 20:23:51 -0800,, 568626974278733826,negative,1.0,Late Flight,1.0,US Airways,,brettel,,0,"@USAirways I doubt that, its 11:21p & we r still being held captive on the ground at DCA! A little communication from up front would b nice.","[38.86402742, -77.04855865]",2015-02-19 20:23:29 -0800,Washington DC,Eastern Time (US & Canada) 568626969983750145,negative,1.0,Can't Tell,0.3418,US Airways,,Allisonjones704,,0,@USAirways why does it cost $900 to change a $100 ticket when it only cost $150 to purchase a new ticket?,,2015-02-19 20:23:28 -0800,, 568626857576407041,negative,1.0,longlines,0.3587,US Airways,,lj_verde,,0,@USAirways 3935. Sitting on a freezing bus because nobody is in the plane. What is up?,,2015-02-19 20:23:02 -0800,DC,Eastern Time (US & Canada) 568626368373780481,negative,1.0,Customer Service Issue,1.0,US Airways,,Allisonjones704,,0,@USAirways we already spoke to someone several times about the matter and no one is sympathetic or will fly us home early complimentary.,,2015-02-19 20:21:05 -0800,, 568624462863720448,negative,0.7109,Late Flight,0.3609,US Airways,,kayjoooo,,0,@USAirways doesn't want me to get home,,2015-02-19 20:13:31 -0800,,Eastern Time (US & Canada) 568623037962039297,negative,1.0,Flight Booking Problems,0.3671,US Airways,,SuperSpecialK,,0,"@USAirways They don't stand alone for me, I bought tix based on USAir confirmed flight. What good is confirmation if you change it anyway?",,2015-02-19 20:07:51 -0800,Caywood,Pacific Time (US & Canada) 568622478081306624,negative,1.0,Late Flight,0.6733,US Airways,,brettel,,0,"@USAirways DCA->HPN, u r prof hostage takers.We stood on bus 2 plane for 25 min,now sitting on plane with no mvmt & 1 announcement 4 > hour!","[38.86432211, -77.04913451]",2015-02-19 20:05:37 -0800,Washington DC,Eastern Time (US & Canada) 568620917531623424,negative,0.6818,Late Flight,0.6818,US Airways,,Bowen_Lu,,0,"@USAirways - I bet you don't, but I'm the paying customer here. I know how to check for flight delays, thank you.",,2015-02-19 19:59:25 -0800,, 568620349027323905,negative,1.0,Flight Booking Problems,1.0,US Airways,,Allisonjones704,,0,"@USAirways I can't even use my return flight home because the change fees you charge are too expensive, forcing me to purchase a new ticket.",,2015-02-19 19:57:10 -0800,, 568619699212140544,negative,1.0,Late Flight,0.6545,US Airways,,tyfletch,,0,@USAirways oh great after a 5 hour delay we get to sit on the plane for another hour without it moving. Flight 1137 has been awful,,2015-02-19 19:54:35 -0800,, 568619609101721601,negative,0.6315,Late Flight,0.3281,US Airways,,Allisonjones704,,0,@USAirways that's the 1st sorry I received from your company. The least you could do is fly us home early at no extra charge.,,2015-02-19 19:54:13 -0800,, 568619178363478018,negative,1.0,Late Flight,1.0,US Airways,,dave0911,,1,@USAirways never flying with you guys again. Extremely disorganized and too many delays.,,2015-02-19 19:52:31 -0800,Long Island,Eastern Time (US & Canada) 568618649751171072,negative,1.0,Late Flight,0.6705,US Airways,,edgepsychology,,0,"@USAirways my buddies are currently delayed 3.5 hours and counting in DCA on their ways to CAE for a golf week, any compensation? #FlyDelta",,2015-02-19 19:50:25 -0800,"Columbia, SC",Pacific Time (US & Canada) 568617305757728768,negative,1.0,Late Flight,1.0,US Airways,,masonkesner,,0,"@USAirways Flights 890 was the delay, Flight 5136 was my missed connection… Help!","[0.0, 0.0]",2015-02-19 19:45:04 -0800,"Arkansas, USA",Central Time (US & Canada) 568616488766029824,negative,0.6632,Cancelled Flight,0.6632,US Airways,,PrincessJax_,,0,@USAirways the flight that I did not connect to was 1857.,,2015-02-19 19:41:49 -0800,, 568616463407255552,negative,1.0,Customer Service Issue,0.3407,US Airways,,amits_28,,0,@USAirways even when I do simple google search by flight number it tells me which gate so won't be that difficult am sure #disappointed,,2015-02-19 19:41:43 -0800,NY,Indiana (East) 568616190609764354,negative,1.0,Late Flight,0.6667,US Airways,,amits_28,,0,@USAirways yes .not sure how you guys don't know gate is occupied and keep us waiting,,2015-02-19 19:40:38 -0800,NY,Indiana (East) 568615362960293888,negative,1.0,Flight Booking Problems,0.6322,US Airways,,aj8796,,0,"@USAirways Wow! Your miles program is Ripoff,Quick ticket fee 75$ I hope you all end up on unemployment.",,2015-02-19 19:37:21 -0800,, 568609999200477185,negative,1.0,Late Flight,1.0,US Airways,,Bowen_Lu,,0,@USAirways - BOS -> DCA delayed again. This needs to stop. I will be filing complaints with the FAA and Consumer Affairs,,2015-02-19 19:16:02 -0800,, 568609430754865152,negative,1.0,Late Flight,1.0,US Airways,,DrJamesPrescott,,0,@USAirways sitting on the Tarmac waiting to deplane 40+ minutes. The level of service I've come to expect.,,2015-02-19 19:13:47 -0800,tennessee, 568608665072246784,negative,1.0,Can't Tell,1.0,US Airways,,Allisonjones704,,0,@USAirways you gladly take the loyal customer's money but when you cause an inconvenience you do nothing to help fix the problem you caused.,,2015-02-19 19:10:44 -0800,, 568608132731154432,negative,1.0,Can't Tell,1.0,US Airways,,Allisonjones704,,0,@USAirways the least you could do is make up for what you have caused. You are ruining people's memories! You should be ashamed!,,2015-02-19 19:08:37 -0800,, 568607755042484224,negative,1.0,Late Flight,0.6629999999999999,US Airways,,Allisonjones704,,0,"@USAirways 1st a Late Flight plane, then missing flight crew, then maintenance problems, gates switched 4 times. You call this customer service??",,2015-02-19 19:07:07 -0800,, 568607425047240704,negative,1.0,Can't Tell,0.3663,US Airways,,Allisonjones704,,0,"@USAirways due to your expensive change fees either. Out of all the airlines, we chose yours, all do you could screw us. STRANDED!! No help!",,2015-02-19 19:05:49 -0800,, 568607094426996738,negative,1.0,Can't Tell,0.3562,US Airways,,Allisonjones704,,0,"@USAirways we can't afford the international change fees to rebook our trip so we wanted to go home, turns out we can't afford to go home.",,2015-02-19 19:04:30 -0800,, 568606704566439936,neutral,1.0,,,US Airways,,Allisonjones704,,0,"@USAirways but it's not their fault, because their policy says they at least got us to our destination. Really?",,2015-02-19 19:02:57 -0800,, 568606238428270594,negative,1.0,Late Flight,0.6813,US Airways,,Allisonjones704,,0,"@USAirways ruined our honeymoon by causing us to miss our international flight, and now we are stranded.",,2015-02-19 19:01:06 -0800,, 568606066155634688,positive,1.0,,,US Airways,,mainerailbaron,,0,@USAirways FA attendant on 4553 PHL to PWM tonight was fab! An asset to your team. From 1F. Have a great night team!,,2015-02-19 19:00:25 -0800,"Seat 3A, Always ",Eastern Time (US & Canada) 568605590735294464,negative,0.6867,Bad Flight,0.3441,US Airways,,ChrisPotta,,0,@USAirways thanks for overFlight Booking Problems first class and automatically downgrading my upgrade 3 min before boarding. #ffstatusdontmatter #thenewaa,,2015-02-19 18:58:31 -0800,World Traveler ,Arizona 568605539866976256,positive,1.0,,,US Airways,,ritapitas,,0,@USAirways We're having 2 grandbabies in 2 weeks -- will travel to DC for the births. Thank you for the reasonable fares! See you Saturday!,,2015-02-19 18:58:19 -0800,"Farmington Hills, MI",Eastern Time (US & Canada) 568605001666449408,positive,1.0,,,US Airways,,ritapitas,,0,"@USAirways Thank you, @USAirways! Your fare to from DTW to DCA was much lower than @Delta and @SouthwestAir! Thank you! You won me over!",,2015-02-19 18:56:11 -0800,"Farmington Hills, MI",Eastern Time (US & Canada) 568604735772741632,negative,1.0,Late Flight,0.6596,US Airways,,MeganRSmith83,,0,@USAirways flight 728 from PHL to London has been sitting on the tarmac for 46min w/NO further update from the pilot. what gives???,"[39.8816419, -75.2475867]",2015-02-19 18:55:07 -0800,"ÜT: 39.855018,-75.360949",Eastern Time (US & Canada) 568602309703249921,negative,1.0,Customer Service Issue,0.6659,US Airways,,rodeorose1962,,0,"@USAirways I already HAVE, four times",,2015-02-19 18:45:29 -0800,, 568602156988657664,negative,1.0,Customer Service Issue,0.6308,US Airways,,ImmortalDreamer,,0,"@USAirways 42 minutes holding. Seriously, if your average wait time is over 30 minutes then maybe, just maybe, you're understaffed.",,2015-02-19 18:44:53 -0800,Canada,Atlantic Time (Canada) 568601527591440386,negative,0.6593,Flight Booking Problems,0.3407,US Airways,,Jamayka,,0,@USAirways I submitted refund request b4 1st flight 2 days ago. Is that all I need 2 do?,,2015-02-19 18:42:22 -0800,"Austin, TX",Central Time (US & Canada) 568598882613133314,positive,0.6436,,,US Airways,,dmbatcofc,,0,"@USAirways I know that, thanks. Evaluate further ;-) ... -Chairman",,2015-02-19 18:31:52 -0800,Virginia,Eastern Time (US & Canada) 568598334643916800,negative,1.0,Customer Service Issue,0.7023,US Airways,,rodeorose1962,,0,"@USAirways Seriously??? I have shared my concerns four times already, to NO avail! Geeeeezzzzz! #frustrated flyer",,2015-02-19 18:29:41 -0800,, 568595632140775424,negative,1.0,Can't Tell,0.3478,US Airways,,dcamp1014,,0,@USAirways No hot food on a 5 hour flight? Crazy. Couldn't eat in PHL b/c our original connection was 40 min Late Flight. What gives? #PHLtoLAS,,2015-02-19 18:18:57 -0800,"New York, NY",Central Time (US & Canada) 568594726317887488,negative,1.0,Late Flight,1.0,US Airways,,tjchesters,,0,"@USAirways Seriously, flight delay Cinci to Philly due to new ground staff, miss connection to MAN UK and now have to argue for hotel. WTF",,2015-02-19 18:15:21 -0800,Sydney boy in Sheffield, 568594646168948736,negative,1.0,Can't Tell,0.6635,US Airways,,Danlarsonmpls,,0,@USAirways thank you for continuing to be the worst airline out. Didn't need that extra hour of sleep after 29 hours of travel anyway,,2015-02-19 18:15:02 -0800,Twin Cities, 568593538520231936,negative,0.6629,Customer Service Issue,0.3748,US Airways,,rodeorose1962,,0,"@USAirways I guess they only respond to compliments. Sorry, can't think@of even ONE.",,2015-02-19 18:10:38 -0800,, 568592695699976192,negative,1.0,Cancelled Flight,0.3936,US Airways,,rodeorose1962,,0,@USAirways #USAirways disappoints AGAIN! #Cancelled Flighted flights #Missed appointments #Promised refund is a lie,,2015-02-19 18:07:17 -0800,, 568591324737200128,negative,1.0,Customer Service Issue,1.0,US Airways,,gagan_chahal,,0,@USAirways 45 minutes on hold waiting to speak with an agent !! Come on #USAirways !!! Ridiculous #baggagelost #usairways,,2015-02-19 18:01:50 -0800,Canada, 568588273137754112,negative,1.0,Lost Luggage,1.0,US Airways,,gagan_chahal,,0,"@USAirways unable to locate baggage, this is frustrating. All my sons clothes and needs in it. #zfv #yyz #usairways #baggagelost",,2015-02-19 17:49:42 -0800,Canada, 568583191260483584,negative,1.0,Flight Booking Problems,0.6814,US Airways,,I_Am_ErikaG,,0,"@USAirways I already did. My question is, why does it still say in progress on @AskPayPal? It's been 6 days.",,2015-02-19 17:29:31 -0800,"On my phone, USA",Mountain Time (US & Canada) 568583014176960513,negative,1.0,Customer Service Issue,1.0,US Airways,,OnlySarah,,0,"@USAIRWAYS ARE YOU KIDDING ME?? Bad customer service, folks. Flew from PSP to PHX flight 2692 on 2/19. (cont) http://t.co/KigfKVXxDQ",,2015-02-19 17:28:48 -0800,"Austin,TX",Central Time (US & Canada) 568576810474201088,positive,1.0,,,US Airways,,niksushka,,0,@USAirways thanks for getting me rescheduled on a direct flight to NOLA tonight in 10 minutes--and hopefully an hour earlier getting there!,,2015-02-19 17:04:09 -0800,"Silver Spring, MD",Central Time (US & Canada) 568576058645188608,negative,0.6632,Late Flight,0.3571,US Airways,,espnthecat,,0,@USAirways problem with flight in Gainesville US Airways 5137 to CLT will miss connecting flight 5547 to IAD. When can I get another flight,,2015-02-19 17:01:10 -0800,"Centreville, VA",Quito 568574989688901632,negative,1.0,Customer Service Issue,1.0,US Airways,,Jamayka,,0,@USAirways still no rep can talk 3 days Late Flightr. U r asking me to checkin to my flight tmrw and my refund is being requested. Deal w this!!,,2015-02-19 16:56:55 -0800,"Austin, TX",Central Time (US & Canada) 568569972529745920,negative,1.0,Late Flight,1.0,US Airways,,susanhouk,,0,"@USAirways flight 1777 has been waiting for 30 minutes at RSW waiting for weight balance clearance. Come on, let us leave!",,2015-02-19 16:36:59 -0800,"Vienna, VA",Eastern Time (US & Canada) 568569906201038848,negative,1.0,Flight Booking Problems,0.6754,US Airways,,I_Am_ErikaG,,0,"@USAirways @AskPayPal When will it be marked ""completed"". I'm scared I'm going to lose my reservation or my money is going to be refunded.",,2015-02-19 16:36:43 -0800,"On my phone, USA",Mountain Time (US & Canada) 568569646389067776,negative,1.0,Flight Booking Problems,1.0,US Airways,,I_Am_ErikaG,,0,"@USAirways @AskPayPal completed. If that's the case then why does it still say ""in progress"" on Paypal's website. I reserved on the 13th.",,2015-02-19 16:35:41 -0800,"On my phone, USA",Mountain Time (US & Canada) 568569324245532672,neutral,1.0,,,US Airways,,I_Am_ErikaG,,0,@USAirways @AskPayPal So I contacted my bank. They took the money out today. I also contacted @USAirways they said my reservation is,,2015-02-19 16:34:25 -0800,"On my phone, USA",Mountain Time (US & Canada) 568564623156211712,negative,1.0,Customer Service Issue,0.6752,US Airways,,ryanwkaiser,,0,"@USAirways Appreciate the calls when flight's delayed, but the recorded msg is tedious & just goes on & on. I vote for texts if practical :)",,2015-02-19 16:15:44 -0800,"Ottawa, Ontario, The Universe", 568564342150598656,negative,1.0,Late Flight,1.0,US Airways,,teitelbaum_jami,,0,@USAirways HORRIBLE communication on delayed flight out of LGA!!!! I got 2 emails in seconds w different delay times!!!! HORRIBLE,,2015-02-19 16:14:37 -0800,"Pittsburgh, PA", 568561924985782272,positive,1.0,,,US Airways,positive,christinachime,,0,@USAirways thank you finally got our bag. Customer services reps were wonderful.,,2015-02-19 16:05:00 -0800,, 568561877699182592,neutral,0.6769,,0.0,US Airways,,sstevenssss,,0,"@USAirways Have a 6:05pm flight out of PHL Sat, 2/21. Snow expected. Are we able to switch to an earlier flight without penalty?",,2015-02-19 16:04:49 -0800,,Eastern Time (US & Canada) 568560130117251072,neutral,0.3451,,0.0,US Airways,,RuelBass,,0,@USAirways we got our bags today. Thanks!,,2015-02-19 15:57:53 -0800,"ÜT: 41.233943,-74.3966664",Eastern Time (US & Canada) 568556953640820736,negative,1.0,Customer Service Issue,0.6177,US Airways,,mdendas,,0,@USAirways 45 min hold time then a hang up by Manager Mike in dividend miles dept. tough to justify sticking with the Us air CC and status.,,2015-02-19 15:45:15 -0800,,Eastern Time (US & Canada) 568553063935557632,negative,0.6374,Can't Tell,0.6374,US Airways,,_HaleyMargaret,,0,@USAirways never fails to disappoint.,,2015-02-19 15:29:48 -0800,"Naples, FL",Quito 568552167122055168,negative,1.0,Flight Booking Problems,0.6746,US Airways,,gprtraveller,,0,@USAirways platinum flyer bought tkt in AA. Also both accounts are linked. So WHY can't I check in for flight tomorrow?,,2015-02-19 15:26:14 -0800,, 568552050797068290,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,cmmsft,,0,@UsAirways your person taking tickets is rude and now we are delayed 4-50 minutes because you overfilled fuel on the plane #500.,,2015-02-19 15:25:46 -0800,Shenanigan Central,Arizona 568550060461408257,negative,1.0,Customer Service Issue,0.3492,US Airways,,malcolm_clement,,0,"@USAirways flight 500 out of Seattle has 10,000lbs too much fuel and no water for the lavoratories. Nice job guys - est 40min behind now",,2015-02-19 15:17:52 -0800,Seattle,Alaska 568549003626811392,positive,0.6484,,0.0,US Airways,,JackNastyphx,,0,@USAirways flight 437 PHX>ORD. Lead FA Bill is the most professional FA I have seen in 9 years of flying USAir. I have no AB cards. :-(,,2015-02-19 15:13:40 -0800,,Pacific Time (US & Canada) 568548629432004609,positive,1.0,,,US Airways,,TimothySays,,0,@USAirways I miss you too. Work has taken me out of Philly. I’ve been on flight 1776 from BOS —> PHL so many times I should have a res. seat,,2015-02-19 15:12:11 -0800,"Burlington, MA",Eastern Time (US & Canada) 568544549536198656,neutral,1.0,,,US Airways,,hobbes31,,0,"@USAirways http://t.co/AXRYeIWzh0, vuelo24.es, vuelos24.es sell too cheap MAD-NYC with USAirways. Are they trusted webs or is it a scam?",,2015-02-19 14:55:58 -0800,"Madrid, España",Madrid 568544211370418176,negative,1.0,Customer Service Issue,1.0,US Airways,,KateWells3,,0,@USAirways @AmericanAir Total lack of cust. service for a mom flying solo w. baby. Will not be flying w. Am. Air again!!!,,2015-02-19 14:54:37 -0800,, 568544199072735232,negative,1.0,Bad Flight,0.6296,US Airways,,TimJCarey,,0,@USAirways pure anarchy on flight 555 to SLC. People walking in with nothing packed in bags with arms full of stuff. #getittogether,,2015-02-19 14:54:34 -0800,DC,Central Time (US & Canada) 568542052205666305,negative,0.6931,Damaged Luggage,0.6931,US Airways,,JSardonic20,,0,@USAirways @AmericanAir you know...hockey sticks are expensive. Your baggage handlers shouldn't just be throwing them on the cart.,"[39.8744048, -75.24235009]",2015-02-19 14:46:02 -0800,, 568541965060427776,positive,1.0,,,US Airways,,jodimgocubs,,0,@USAirways no problem. Things worked out at airport. Thanks!,,2015-02-19 14:45:42 -0800,, 568541894076026881,neutral,0.6687,,0.0,US Airways,,PrincessJax_,,0,@USAirways any word on whether or not flight 1971 from Seattle to Charlotte will have connections held? Or...,,2015-02-19 14:45:25 -0800,, 568541043106435072,neutral,1.0,,,US Airways,,dmbatcofc,,0,@USAirways please change direct flights from RIC to JFK instead of LGA. Pleeeeease! LGA is the pits.,,2015-02-19 14:42:02 -0800,Virginia,Eastern Time (US & Canada) 568540062306181120,negative,1.0,Flight Booking Problems,0.6702,US Airways,,Andreas_Hirsch,,0,@USAirways i tried it but doesnt help very much and Reservation seems to be overwhelmed with some issues,,2015-02-19 14:38:08 -0800,GERMANY,Greenland 568538553862340608,negative,1.0,Late Flight,0.3618,US Airways,,KnoxHenderson,,0,@USAirways should take a lesson from @SouthwestAir and wait for passengers from connecting flights. Shame..,,2015-02-19 14:32:08 -0800,,Mountain Time (US & Canada) 568538064487735296,neutral,0.6771,,0.0,US Airways,,Andreas_Hirsch,,0,@USAirways Do you have a phone Nbr for Refund Dept ?,,2015-02-19 14:30:12 -0800,GERMANY,Greenland 568535163690287104,neutral,1.0,,,US Airways,,xspike21,,0,@USAirways do you post travel alerts on your website? Traveling to Bdl on Sunday morning.,,2015-02-19 14:18:40 -0800,,Eastern Time (US & Canada) 568534114527113216,positive,0.669,,,US Airways,,haskinsmindy,,0,"@USAirways yes, it's a domestic flight. Thank you!",,2015-02-19 14:14:30 -0800,"Phoenix, AZ, USA",Pacific Time (US & Canada) 568533394402861056,neutral,1.0,,,US Airways,,haskinsmindy,,0,@USAirways can I bring a copy or photo of my baby's birth certificate for the flight? I feel uncomfortable traveling with the real thing.,,2015-02-19 14:11:38 -0800,"Phoenix, AZ, USA",Pacific Time (US & Canada) 568531781835571200,neutral,0.6629999999999999,,,US Airways,,tee_phimu,,0,@USAirways would like to see you do similar in PHL! http://t.co/n9vGe2nPIB,,2015-02-19 14:05:14 -0800,"philadelphia, pa",Eastern Time (US & Canada) 568529856977199104,positive,1.0,,,US Airways,,NYCKMcG,,0,@USAirways thanks! Made it safely! http://t.co/KCqeBEej7S,,2015-02-19 13:57:35 -0800,"Hershey, PA ", 568527941723774976,negative,1.0,Cancelled Flight,0.6735,US Airways,,alex_nieves,,0,@USAirways they say connections are good still...but another reFlight Booking Problems is the last thing I need today,,2015-02-19 13:49:58 -0800,Connecticut,Quito 568527605063757824,negative,1.0,Late Flight,0.3527,US Airways,,bonmotmadison,,0,@USAirways tells me to talk to @AmericanAir about my delayed flights. AA tells me to talk to US. #ihatemergers,,2015-02-19 13:48:38 -0800,"Madison, WI", 568527545097805824,negative,0.6644,Customer Service Issue,0.3428,US Airways,,RichieG99,,0,@USAirways what is the holdup? Should I be looking for another flight?,,2015-02-19 13:48:24 -0800,new yorker stranded in PA, 568526809387544576,negative,1.0,Late Flight,0.6495,US Airways,,brittkarp,,0,@USAirways this is going to take up to an hour--not okay USAir. Not okay. This is ruining everything.,,2015-02-19 13:45:28 -0800,Paradise Falls,Eastern Time (US & Canada) 568526216958857216,negative,0.6579,Late Flight,0.6579,US Airways,,RichieG99,,0,@USAirways 4420 delayed further?,,2015-02-19 13:43:07 -0800,new yorker stranded in PA, 568524186185961473,negative,1.0,Customer Service Issue,1.0,US Airways,,DerekIAm,,0,@USAirways 25+ min. Hung up. Always awful having to call Reservations there.,,2015-02-19 13:35:03 -0800,"Miami, FL",Quito 568523003778084864,negative,1.0,Bad Flight,0.6687,US Airways,,ochsfamily,,0,.@USAirways I guess from now on I should take my chances & keep the $50 for the courtesy free because it seems cabin is always full.,,2015-02-19 13:30:21 -0800,Midwest,Indiana (East) 568522861205266432,negative,1.0,Late Flight,0.7086,US Airways,,VirginiaRmz,,0,@USAirways 4 hours Late Flightr And i lost my conection 😡,,2015-02-19 13:29:47 -0800," Mexico, D.F.",Central Time (US & Canada) 568522744356212738,neutral,1.0,,,US Airways,,nickpasculli,,0,"@USAirways just heard #Monterey airport was closed due to thick fog, any updates",,2015-02-19 13:29:19 -0800,"Monterey County, CA",Arizona 568521303956656128,negative,1.0,longlines,0.6855,US Airways,,DerekIAm,,0,@USAirways over 15min hold on your reservation line. embarrassing. AA Platinum member.,,2015-02-19 13:23:36 -0800,"Miami, FL",Quito 568517827482685440,positive,1.0,,,US Airways,,sherrylweir,,0,"@USAirways - love the changes in the lounge - cheese, veggies, olives in addition to the crackers and snack mix,",,2015-02-19 13:09:47 -0800,,Quito 568517386795507712,positive,0.6386,,,US Airways,,relaxed137,,0,@USAirways thanks. If you have another method also that would be nice. Appears to be a design flaw,,2015-02-19 13:08:02 -0800,Arizona,Arizona 568516267440631808,negative,1.0,Bad Flight,0.3438,US Airways,,relaxed137,,0,@USAirways yes. Every one of these on every flight is like this. There needs to be more Velcro or something,,2015-02-19 13:03:35 -0800,Arizona,Arizona 568514794287796224,negative,0.6863,Bad Flight,0.6863,US Airways,,relaxed137,,0,@USAirways please secure the 'footrest' shelf' in business class on A330 airplanes!!! http://t.co/ZL4bVEXmcJ,,2015-02-19 12:57:44 -0800,Arizona,Arizona 568514293441757184,negative,1.0,Late Flight,0.6228,US Airways,,JayOuellette,,0,@USAirways forgetting to fuel up? Realizing there was more cargo to add to plane? One way to try and mask a delay.,,2015-02-19 12:55:44 -0800,"Boston, MA",Eastern Time (US & Canada) 568512284202438656,negative,1.0,Late Flight,0.6987,US Airways,,dbk1866,,0,"@USAirways Your gate team are polite. But your planes are habitually Late Flight. In many cases, passengers are waiting for the flight crew!",,2015-02-19 12:47:45 -0800,The alternate universe,Eastern Time (US & Canada) 568511208011071488,negative,1.0,Bad Flight,0.3422,US Airways,,LeperconRusty,,0,@USAirways FUK U US AIRWAYS WITH YO SHITTY CHICKEN SALAD SANDWICH THAT SO OVERPRICED AND U FUKING MAKE ME WAIT IN A 6 HR LAYOVER FUK U AND,,2015-02-19 12:43:29 -0800,, 568510886324744193,negative,0.66,Flight Booking Problems,0.34,US Airways,,Phil_Sports,,0,@USAirways $75 for that uncertainty? I know u run an account; u don't create policy. But it's an undue penalty for a job req'ing flexibility,,2015-02-19 12:42:12 -0800,"Bristol, CT",Eastern Time (US & Canada) 568509738763169792,neutral,0.6461,,0.0,US Airways,,jodimgocubs,,0,@USAirways is there anyway to get rebook in help on twitter?,,2015-02-19 12:37:38 -0800,, 568507131902726144,negative,1.0,Customer Service Issue,0.368,US Airways,,smokesuvm,,0,@USAirways why are you letting us go to the runway if there are mechanical problems. #wewantcomps,,2015-02-19 12:27:17 -0800,, 568506804096917504,negative,1.0,Late Flight,0.3439,US Airways,,smokesuvm,,0,@USAirways WTF is going on with the 1:30 from DC to BOS? Twice we go back back to the gate after leaving for the runway? Total BS.,,2015-02-19 12:25:59 -0800,, 568505918540750848,negative,0.6606,Late Flight,0.6606,US Airways,,nickpasculli,,0,@USAirways not moving we are in the tarmac delayed for some unknown reason. I'll keep you posted,,2015-02-19 12:22:27 -0800,"Monterey County, CA",Arizona 568505037833396224,negative,1.0,Customer Service Issue,1.0,US Airways,,lifewelledited,,0,@USAirways I keep missing my updated connections. Need to make it to #JAX to be in my friend's wedding! #strandedattheairport,,2015-02-19 12:18:57 -0800,"Lincoln, NE",Central Time (US & Canada) 568505005633880064,negative,1.0,Lost Luggage,1.0,US Airways,,christinachime,,0,@USAirways how are you guys losing luggage when it was suppose to be on the same flight I was on. Highly disappointed no meds no clothes :(,,2015-02-19 12:18:50 -0800,, 568502112457510912,neutral,1.0,,,US Airways,,annieshgupta,,0,"@USAirways wanted to connect to discuss sponsorship opportunities with http://t.co/q6Xedzvhh9, silicon valleys only 10 day film festival","[0.0, 0.0]",2015-02-19 12:07:20 -0800,Pune,Hawaii 568501367754661888,negative,1.0,Flight Attendant Complaints,0.3469,US Airways,,garywerk,,0,"@USAirways @garywerk poor excuse. I was towards front of plane, no sandwiches, we have to pay for them, should have more",,2015-02-19 12:04:22 -0800,Home sweet Hollywood Home,Pacific Time (US & Canada) 568501293079248896,negative,1.0,Customer Service Issue,0.6759,US Airways,,danielleRwest,,0,"@USAirways I'm not patient. I'm annoyed. If you can't book this travel online, then you shouldn't make people wait on the phone.",,2015-02-19 12:04:05 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 568501242248499201,neutral,0.6596,,,US Airways,,TomFutureforall,,0,@USAirways US airways csr at Phoenix airport fixed the problem,,2015-02-19 12:03:53 -0800,, 568500854082420737,negative,1.0,Late Flight,0.6507,US Airways,,nickpasculli,,0,@USAirways still in yuma waiting for 2702 to go. Looks like I might miss 2696 to MontereyRegionalAirport need options please,,2015-02-19 12:02:20 -0800,"Monterey County, CA",Arizona 568499953041080321,negative,1.0,Can't Tell,0.3512,US Airways,,alan_bledsoe,,0,"“@USAirways: @alan_bledsoe Thanks for your feedback, Alan.” Thx, but no help as I watch a flt Lve w/open seats and I wait 3hrs for nxt flt",,2015-02-19 11:58:45 -0800,, 568499798099304449,neutral,1.0,,,US Airways,,AlxStevens,,0,@usairways I don't think the US site allows that (unlike http://t.co/etfjqIwUvt). Can I use a US credit if I held on http://t.co/etfjqIwUvt?,,2015-02-19 11:58:08 -0800,"Waynesboro, VA",Eastern Time (US & Canada) 568499384704479233,positive,0.3733,,0.0,US Airways,,nickpasculli,,0,@USAirways lol me too,,2015-02-19 11:56:30 -0800,"Monterey County, CA",Arizona 568497723109974016,negative,1.0,Customer Service Issue,0.6838,US Airways,,weezerandburnie,,0,@USAirways still waiting on a response,,2015-02-19 11:49:54 -0800,Belle MO, 568496915211538436,negative,1.0,Flight Booking Problems,0.6672,US Airways,,AlxStevens,,0,@USAirways - who do I call to use credit fm. prev. cxl tix that can't be rebooked online?Rep I called quoted me $1k higher than the website.,,2015-02-19 11:46:41 -0800,"Waynesboro, VA",Eastern Time (US & Canada) 568496861797076992,negative,1.0,Customer Service Issue,0.6786,US Airways,,JimmyisAble,,1,@USAirways so basically I am stuck paying for hidden fees and being bumped to an inferior flight. JetBlue here I come. #usairways #mergers,"[29.99562368, -90.24376862]",2015-02-19 11:46:28 -0800,,Hawaii 568496811662581760,neutral,1.0,,,US Airways,,J_0_Y,,0,@USAirways How will I change it?,"[42.95012208, -87.90085158]",2015-02-19 11:46:16 -0800,"Washington, DC", 568496664677363712,negative,0.6804,Can't Tell,0.3441,US Airways,,nickpasculli,,0,@USAirways oh the irony. A dog who will not spot barking in waiting area is now right in front of me! Please send me a cocktail coupon stat,,2015-02-19 11:45:41 -0800,"Monterey County, CA",Arizona 568494962880475137,neutral,0.682,,0.0,US Airways,,vibhors,,0,@USAirways @AmericanAir when is US Air switching to AA iOS app? AA app is much better.,,2015-02-19 11:38:55 -0800,"Cary, NC",Eastern Time (US & Canada) 568494910405517312,neutral,0.6452,,0.0,US Airways,,alan_bledsoe,,0,"@USAirways a $75 change is ok most of the time but if there r open seats on earlier flt and no chkd bag, why not let someone fly standby?",,2015-02-19 11:38:43 -0800,, 568494466929188864,positive,1.0,,,US Airways,,ColourBasis,,0,"@USAirways thanks to the gate agent in State College, PA that was able to get me on an earlier flight AND figure out an earlier connection!",,2015-02-19 11:36:57 -0800,"National, based in Texas",Central Time (US & Canada) 568494200163074048,positive,0.3796,,0.0,US Airways,,J_0_Y,,0,@USAirways I just think it's weird to have mileage as 666,"[42.95119138, -87.90117857]",2015-02-19 11:35:54 -0800,"Washington, DC", 568492653987418112,neutral,1.0,,,US Airways,,kristenlc,,0,@USAirways flight 1783 CLT to BOS,,2015-02-19 11:29:45 -0800,,Eastern Time (US & Canada) 568492370821562368,negative,1.0,Flight Attendant Complaints,0.635,US Airways,,kristenlc,,0,@USAirways Some of my 4 kids are anxious. Husband and I can't sit with all 4 with current setup. No warning that our 6 seats changed.,,2015-02-19 11:28:37 -0800,,Eastern Time (US & Canada) 568492323824381952,negative,1.0,Bad Flight,0.3938,US Airways,,JimmyisAble,,0,@USAirways but you guys switched me and didn't inform me of the chathes,"[29.98442078, -90.25340271]",2015-02-19 11:28:26 -0800,,Hawaii 568492240273874944,negative,1.0,Lost Luggage,0.6747,US Airways,,SLKToday,,0,"@USAirways worst airline ever....left without luggage for 7 days, submit $700 expenses and they offer a refund of $297? #badservice",,2015-02-19 11:28:06 -0800,Manchester, 568491905903939584,negative,1.0,Customer Service Issue,0.6579,US Airways,,jekyllandheid12,,0,"@USAirways your app is bad, and you should feel bad.",,2015-02-19 11:26:47 -0800,"Chicago, IL",Central Time (US & Canada) 568491813528576000,negative,0.6559,Flight Booking Problems,0.3548,US Airways,,kristenlc,,0,@USAirways Still irritated that our well planned and booked return was messed with & with no warning.,,2015-02-19 11:26:25 -0800,,Eastern Time (US & Canada) 568491593512198144,neutral,0.6672,,,US Airways,,jonnycottone,,0,@USAirways Is $99 companion ticket benefit of Premier World MasterCard still limited to USAirways flights or do AA now qualify as well?,,2015-02-19 11:25:32 -0800,"New York, NY",Eastern Time (US & Canada) 568491460250742784,negative,0.6701,Can't Tell,0.6701,US Airways,,TheMikeSindt,,0,@USAirways is probably losing a family of world travelers as customers due to broken processes. @AmericanAir I hope you can fix it,,2015-02-19 11:25:00 -0800,"Scottsdale, AZ", 568491224946098176,neutral,0.3723,,0.0,US Airways,,kristenlc,,0,"@USAirways Only for one flight, though. The 2nd leg my kids are sitting scattered about the aircraft.",,2015-02-19 11:24:04 -0800,,Eastern Time (US & Canada) 568491035564879872,negative,1.0,Late Flight,0.6526,US Airways,,nickpasculli,,0,"@USAirways yes thanks I have never seen anything like this and I come to Yuma all the time, big disappointment. There are 40+ still waiting",,2015-02-19 11:23:19 -0800,"Monterey County, CA",Arizona 568490964173627393,negative,0.6885,Bad Flight,0.3505,US Airways,,EmmaTyrer,,0,@USAirways You will be hearing a lot more from me instead of your feedback when I get back home.,,2015-02-19 11:23:02 -0800,"Liverpool, UK",London 568490899396829186,negative,1.0,Customer Service Issue,0.6508,US Airways,,TheMikeSindt,,0,@USAirways has the most ass backwards process for using credits on flights. even trying to get a hold of customer relations is impossible,,2015-02-19 11:22:47 -0800,"Scottsdale, AZ", 568490860901478400,negative,1.0,Can't Tell,1.0,US Airways,,StopCLTNoise,,0,@USAirways @AmericanAir Will you be destroying lives in Eastern @GastonCounty during this lively little event? For profits you will.,,2015-02-19 11:22:37 -0800,"Mount Holly, NC, USA",Eastern Time (US & Canada) 568490780203065347,negative,1.0,Customer Service Issue,0.6865,US Airways,,garywerk,,0,@USAirways 5 hour cross country morning flight and you have no food? #BadService,,2015-02-19 11:22:18 -0800,Home sweet Hollywood Home,Pacific Time (US & Canada) 568490703476682752,neutral,1.0,,,US Airways,,OllieRouet,,0,"@USAirways @AmericanAir been with US Airways since 03, back and forth Gatwick - Charlotte, then LHR. Bit sad nostalgic way.",,2015-02-19 11:22:00 -0800,,Eastern Time (US & Canada) 568487367536996354,negative,0.6531,Cancelled Flight,0.3265,US Airways,,JimmyisAble,,0,@USAirways understood and I am sympathetic. How do I get my $100 back? I shouldn't have to pay especially if YOU switched my flight.,"[29.99894707, -90.27229299]",2015-02-19 11:08:45 -0800,,Hawaii 568486436355346432,negative,1.0,Bad Flight,1.0,US Airways,,kristenlc,,0,@USAirways we bought our tickets months ago. Had seats together for all 6. Haven't changed flight. Now 4 kids seats are scattered on plane.,,2015-02-19 11:05:03 -0800,,Eastern Time (US & Canada) 568483559532568576,negative,1.0,Flight Attendant Complaints,0.6688,US Airways,,nickpasculli,,0,@USAirways 1 person to check in 50 people and the plane boards in 20 minutes and he is telling people @AmericanAir exec bene's not honored,,2015-02-19 10:53:37 -0800,"Monterey County, CA",Arizona 568483338257895424,neutral,0.688,,,US Airways,,diansnyder,,0,@USAirways no problem...just funny have a nice day,,2015-02-19 10:52:44 -0800,,Central Time (US & Canada) 568482925177651201,neutral,0.6743,,0.0,US Airways,,diansnyder,,0,@USAirways yes travel is complete flight 5095 from CLT to CAK Feb 18,,2015-02-19 10:51:05 -0800,,Central Time (US & Canada) 568482893913333762,negative,1.0,Cancelled Flight,1.0,US Airways,,EmmaTyrer,,0,@USAirways Cancelled Flightled due to maintenance. The plane was there for 10 hours. Get your shit together because there are a lot of people unhappy.,,2015-02-19 10:50:58 -0800,"Liverpool, UK",London 568482672789622784,negative,1.0,Late Flight,0.6679,US Airways,,EmmaTyrer,,0,@USAirways a year and every time with US Air something happens. I sat waiting for a re-scheduled flight for 10 hours then to say its,,2015-02-19 10:50:05 -0800,"Liverpool, UK",London 568482472880697345,negative,1.0,Customer Service Issue,0.3516,US Airways,,JimmyisAble,,0,"@USAirways was switched to an American Airlines flight, not by choice, and now I am charged $50 for bags? Thought y'all merged?","[29.98730979, -90.25605983]",2015-02-19 10:49:18 -0800,,Hawaii 568482412990218241,negative,0.6667,Customer Service Issue,0.6667,US Airways,,EmmaTyrer,,0,@USAirways My flight cost me just under $800 and this is what happens? I fly with @united and have no problems. I come the US 4-5 times...,,2015-02-19 10:49:03 -0800,"Liverpool, UK",London 568482168021917697,neutral,0.6539,,0.0,US Airways,,mattdole24,,0,@USAirways @OBJ_3 even airlines are scheming to get a follow from OBJ LMAOOO 😂😂😂😂,,2015-02-19 10:48:05 -0800,,Quito 568481998257430530,negative,1.0,Can't Tell,0.3438,US Airways,,EmmaTyrer,,0,@USAirways No I got to Philly on Monday and got to my final destination South Carolina on Wednesday. Its not acceptable.,,2015-02-19 10:47:24 -0800,"Liverpool, UK",London 568481836290220033,negative,1.0,Customer Service Issue,0.6957,US Airways,,nickpasculli,,0,@USAirways over an hour now and still no one at the Yuma counter,,2015-02-19 10:46:46 -0800,"Monterey County, CA",Arizona 568481515899908096,neutral,1.0,,,US Airways,,altadenadad,,0,@USAirways can you DM me & add me to the upgrade list for a flt tonight?,,2015-02-19 10:45:29 -0800,"Haverford, PA & Wilton Manors ",Atlantic Time (Canada) 568481179646758913,negative,1.0,longlines,0.6552,US Airways,,nickpasculli,,0,@USAirways now you have over 50 people in line. This is stupid!!! What the heck!,,2015-02-19 10:44:09 -0800,"Monterey County, CA",Arizona 568480476803035137,negative,1.0,longlines,0.6468,US Airways,,nickpasculli,,0,@USAirways some people in line have been waiting 55 minutes for a customer service representative,,2015-02-19 10:41:22 -0800,"Monterey County, CA",Arizona 568480213123919874,negative,1.0,Can't Tell,1.0,US Airways,,ousoonerfanatic,,0,@USAirways @americanair I feel sorry for AA,,2015-02-19 10:40:19 -0800,"Semiahmoo, WA Soonerland",Pacific Time (US & Canada) 568479680229208064,negative,1.0,longlines,1.0,US Airways,,nickpasculli,,0,@USAirways there has been NO one at the Yuma ticket counter for 30 minutes and there are about 30 people in line. Terrible service!!!,,2015-02-19 10:38:12 -0800,"Monterey County, CA",Arizona 568475947617411072,neutral,1.0,,,US Airways,,Darren_howudoin,,0,"“@USAirways: Reminder: From 2/28, we’ll be tweeting from @AmericanAir. http://t.co/mFMNKmvOTR”RT I look 4ward to that follow back too!",,2015-02-19 10:23:22 -0800,North Carolina/LosAngeles,Eastern Time (US & Canada) 568475305675001857,negative,1.0,Late Flight,0.6438,US Airways,,HammerStahl,,0,@USAirways what an amazing day. Delayed 4 hrs bc frozen h2o on plane Now sitting @ gate on same plane 4 30 mins still waiting! #flight1797,,2015-02-19 10:20:49 -0800,,Mountain Time (US & Canada) 568474825989054464,neutral,1.0,,,US Airways,,JasonWhitely,,0,"THE END: RT @USAirways: Reminder: From 2/28, we’ll be tweeting from @AmericanAir. You should join us: http://t.co/NBpCJCpEW9",,2015-02-19 10:18:54 -0800,Dallas/Fort Worth,Central Time (US & Canada) 568474546275287040,negative,1.0,Late Flight,1.0,US Airways,,EmmaTyrer,,0,"@USAirways Stuck in Philadelphia airport for 32 hours due to ""maintenance"". Dreading my flight back home. Disgusting.",,2015-02-19 10:17:48 -0800,"Liverpool, UK",London 568474189818146816,negative,0.3446,Flight Booking Problems,0.3446,US Airways,,syndscu,,0,@USAirways I'll sincerely regret Dividend miles! Good things coming to an end :(,,2015-02-19 10:16:23 -0800,, 568473401544859648,positive,1.0,,,US Airways,,Suejacken,,0,@USAirways thanks,,2015-02-19 10:13:15 -0800,,Eastern Time (US & Canada) 568472920466411520,neutral,0.6769,,,US Airways,,trixywh,,0,"“@USAirways: Reminder: From 2/28, we’ll be tweeting from @AmericanAir. You should join us: http://t.co/WBMHRl3bvl",,2015-02-19 10:11:20 -0800,"Hollywood, CA",Pacific Time (US & Canada) 568472783354773504,negative,1.0,Can't Tell,0.3525,US Airways,,Dflaherty88,,0,@USAirways thanks for telling me my flight was on time when the plane was broken. You're an inferior airline.,,2015-02-19 10:10:47 -0800,"Pittsburgh, PA",Quito 568472775729516544,neutral,0.6729,,0.0,US Airways,,AdamJEstep,,0,"@AlbertBreer just so you know who to complain to ;-) RT @USAirways: Reminder: From 2/28, we’ll be tweeting from @AmericanAir.",,2015-02-19 10:10:46 -0800,Harrisburg, 568472259020648448,neutral,1.0,,,US Airways,,I_AM_Tipton,,0,@USAirways @AmericanAir for frequent flyer miles can we schedule interchangeably and get credit?,,2015-02-19 10:08:42 -0800,, 568472185993629696,negative,1.0,Customer Service Issue,0.6186,US Airways,,eromolizzy,,0,@USAirways I've called to resolve my dividend miles issue for a week to no avail. Please advise ASAP.,"[40.74609464, -74.00636235]",2015-02-19 10:08:25 -0800,"County of Kings, NYC",Eastern Time (US & Canada) 568471991889612800,negative,1.0,Customer Service Issue,1.0,US Airways,,RPM044,,0,@USAirways they finally answered. They were rude and didn't help me at all.,,2015-02-19 10:07:39 -0800,, 568471539433275393,neutral,0.6221,,,US Airways,,dweber15,,0,"@USAirways @AmericanAir no, don't leave me!!!",,2015-02-19 10:05:51 -0800,,Atlantic Time (Canada) 568469645843279872,positive,1.0,,,US Airways,,cahillwilliamr,,0,"@USAirways #success made flight , please thank the crew of 556 great time recovery",,2015-02-19 09:58:19 -0800,, 568467880481665025,neutral,0.6545,,0.0,US Airways,,danteusa1,,0,"@USAirways I have 2d and 3d embossed badges and patches superior to the ones you are currently using. http://t.co/3fq3XElbOn",,2015-02-19 09:51:18 -0800,, 568465174702772226,positive,0.3691,,0.0,US Airways,,twitabuggin,,0,@USAirways - so far so good this week. SAV to CLT boarded BEFORE the departure time (first time in 4 weeks). Perhaps an on time departure?!,,2015-02-19 09:40:33 -0800,,Eastern Time (US & Canada) 568464356687679488,neutral,0.6413,,0.0,US Airways,,MDL_LMU,,0,@USAirways is this accurate? Safety guide shown no MP3 player usage during takeoff and landing. http://t.co/Nvk3IrG4KP,,2015-02-19 09:37:18 -0800,"East Coast, US",Eastern Time (US & Canada) 568463569458741248,negative,1.0,Customer Service Issue,1.0,US Airways,,RPM044,,0,@USAirways I've been on hold for 36 mins and counting cause you charged my credit card for bag but provided no receipt and said error. Awful,,2015-02-19 09:34:11 -0800,, 568462805235597312,neutral,1.0,,,US Airways,,Suejacken,,0,"@USAirways I have a party of 4 booked for a flight in Aug. At 10:05am, how can I find out how much it would cost to change to an earlier fl",,2015-02-19 09:31:08 -0800,,Eastern Time (US & Canada) 568460100970668032,negative,1.0,Late Flight,1.0,US Airways,,CruiseEditor,,0,@USAirways 1917. Still sitting here. Feels badly handled.,,2015-02-19 09:20:24 -0800,U.S.,Eastern Time (US & Canada) 568459150444769281,positive,0.6525,,,US Airways,,aemccollum,,0,@USAirways Lilly M in SJU check in is fabulous!,,2015-02-19 09:16:37 -0800,,Eastern Time (US & Canada) 568458157703499776,negative,1.0,Customer Service Issue,1.0,US Airways,,dtndtndtndtn,,0,@USAirways Was just on hold with you all for TWO HOURS and then got hung up on. oh my god.,,2015-02-19 09:12:40 -0800,Iowa CIty,Central Time (US & Canada) 568457955223453696,negative,1.0,Customer Service Issue,1.0,US Airways,,jetland,,0,@USAirways. On phone hold for 30+ mins trying to speak to an agent. Can't change reservation online. Sigh. #badcustomerexperience,,2015-02-19 09:11:52 -0800,Twittersphere,Eastern Time (US & Canada) 568457722909368320,positive,0.6436,,,US Airways,,riascott39,,0,@USAirways that's where we are now. Thank you.,,2015-02-19 09:10:57 -0800,,Eastern Time (US & Canada) 568457663123746816,negative,1.0,Customer Service Issue,1.0,US Airways,,bambiweavil,,0,"@USAirways I've been on a music hold for over a hour trying to get my AAdvantage membership merged, can someone please call me ASAP?",,2015-02-19 09:10:42 -0800,"New York, NY | Brooklyn",Eastern Time (US & Canada) 568456310972424192,neutral,0.6808,,0.0,US Airways,,kim_blake,,0,@USAirways flight was full. 1 open middle seat. Did not want to sit there. What is your policy?,,2015-02-19 09:05:20 -0800,Tacoma Washington,Pacific Time (US & Canada) 568455524599132160,neutral,0.3469,,0.0,US Airways,,riascott39,,0,@USAirways 657. My daughter Candice and I are together with her baby.,,2015-02-19 09:02:13 -0800,,Eastern Time (US & Canada) 568454321219596289,negative,0.6673,Late Flight,0.6673,US Airways,,RichieG99,,0,"@USAirways sorry, I meant flight 4420, which was supposed to depart at 5:00, now says 6:30. What is the issue?",,2015-02-19 08:57:26 -0800,new yorker stranded in PA, 568454157478326272,negative,1.0,Flight Booking Problems,0.69,US Airways,,ScottPaterno,,0,@USAirways How about moving my seats to where I bought them 4 months ago? This happens far too often...,,2015-02-19 08:56:47 -0800,Central Pennsylvania,Atlantic Time (Canada) 568454051144339456,negative,1.0,Bad Flight,1.0,US Airways,,theheathmcnasty,,0,@usairways if you could change your name to @southwestair and do what they do...that'd be awesome. Also this plane smells like onion rings.,,2015-02-19 08:56:21 -0800,Jawjah,Eastern Time (US & Canada) 568451849054851072,positive,1.0,,,US Airways,,JosephPMathews,,0,@USAirways #tbt every day.,,2015-02-19 08:47:36 -0800,San Francisco,Pacific Time (US & Canada) 568451219477250048,negative,0.6898,Late Flight,0.6898,US Airways,,RichieG99,,0,@USAirways what's the issue with flight 4420 from jax being delayed tonight?,,2015-02-19 08:45:06 -0800,new yorker stranded in PA, 568451138221166592,negative,1.0,Cancelled Flight,0.3683,US Airways,,riascott39,,0,@USAirways got rebooked. Sent to A9. Wrong gate! Traveled back to B13 for correct flight. #tired&frustrated,,2015-02-19 08:44:47 -0800,,Eastern Time (US & Canada) 568450712314753024,neutral,0.3511,,0.0,US Airways,,emc3e17,,0,"@USAirways if you've got room on an earlier flight home, why charge me $75 to get on it? Be the hero!",,2015-02-19 08:43:05 -0800,,Eastern Time (US & Canada) 568449649951907840,neutral,1.0,,,US Airways,,idreamsilvia,,0,@USAirways @CakeNDeath Question is will he and his lady behave...,,2015-02-19 08:38:52 -0800,Philadelphia,Eastern Time (US & Canada) 568449520645906432,positive,1.0,,,US Airways,,CakeNDeath,,0,"@USAirways on the DL, send Ethan some new pants and some ""white revive"" laundry tabs. He's a great guy, good crew, he's just, err, single.",,2015-02-19 08:38:21 -0800,Old City Philly, 568449323895275520,negative,1.0,Late Flight,1.0,US Airways,,akadish,,0,@USAirways any updates on flight 1917 from Philly to LA? Been sitting at gate for close to 2 hours,,2015-02-19 08:37:34 -0800,"ÜT: 39.041902,-77.099677", 568449223730925571,negative,1.0,Customer Service Issue,0.7021,US Airways,,CaseyLemke,,0,@USAirways will these prices be honored? Ive waited this 1 1/2 hours on hold to make sure I can still get the prices I originally started,,2015-02-19 08:37:10 -0800,Denver, 568447513759522816,positive,0.6742,,0.0,US Airways,,DillardJ32,,0,@USAirways thank you for refunding my bag fee. I look forward to its return today I hope.,,2015-02-19 08:30:23 -0800,Anoka MN,Central Time (US & Canada) 568447062976524288,negative,1.0,Late Flight,1.0,US Airways,,CruiseEditor,,0,@USAirways what's happening with 1217 Phl to LAX? Now 3 hr delay. Poor communication!,,2015-02-19 08:28:35 -0800,U.S.,Eastern Time (US & Canada) 568444203883204608,negative,1.0,Customer Service Issue,0.6333,US Airways,,jodimgocubs,,0,@USAirways will be stuck in PHX overnight. Service is getting worse. Flying southwest from now on.,,2015-02-19 08:17:14 -0800,, 568444091836604416,negative,1.0,Bad Flight,0.34,US Airways,,riascott39,,0,@USAirways left us. had to stay on other flight until they got bags off. This sucks. Had to run with a baby and bags!,,2015-02-19 08:16:47 -0800,,Eastern Time (US & Canada) 568444029257584640,negative,1.0,Late Flight,0.6674,US Airways,,KIDwonder444,,0,@USAirways 😂. Passed frustrated 4 hours ago after being asked to get off the first plane I sat on for an hour.,,2015-02-19 08:16:32 -0800,, 568444017106690048,positive,1.0,,,US Airways,,cahillwilliamr,,0,@USAirways thank you,,2015-02-19 08:16:29 -0800,, 568443870570278912,negative,1.0,Damaged Luggage,0.34299999999999997,US Airways,,jodimgocubs,,0,@USAirways another bad experience today. Frozen pipes on 597. Missing connection.,,2015-02-19 08:15:54 -0800,, 568442952176918528,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,RodrigoATCG,,0,"@USAirways of course! ""Yeah, travel has gotten harder. Ask other passengers if they will switch"" it's not the fact, it's the attitude!",,2015-02-19 08:12:15 -0800,"Boston, MA",Eastern Time (US & Canada) 568442492569456640,neutral,0.6853,,,US Airways,,SheilaShela10,,0,@USAirways skys r sunny air is cold I can't wait to get to #CLT,,2015-02-19 08:10:26 -0800, USA,Eastern Time (US & Canada) 568440682584477696,negative,1.0,Customer Service Issue,1.0,US Airways,,CaseyLemke,,0,@USAirways never imagined it would be so hard to SPEND money through US Air. Stubbornly hoping someone will come back to the phone.,,2015-02-19 08:03:14 -0800,Denver, 568440431454736384,negative,1.0,Flight Booking Problems,0.6388,US Airways,,CaseyLemke,,0,@USAirways found great prices thru US Air for honeymoon. Website wont work and been on hold for more than a hour now after being told 10 min,,2015-02-19 08:02:14 -0800,Denver, 568440004281823233,negative,1.0,Bad Flight,0.6517,US Airways,,riascott39,,0,@USAirways we on on the flight from phf to clt. At the terminal but can't get off plane yet. Need to get on iah flight.,,2015-02-19 08:00:32 -0800,,Eastern Time (US & Canada) 568438860390244353,negative,0.6578,Late Flight,0.6578,US Airways,,cahillwilliamr,,0,@USAirways can we hold two seats for 11:35 flight from PHX to Las 1856 as this delayed flight 556 is not going to arrive on-time,,2015-02-19 07:56:00 -0800,, 568438645591384064,negative,1.0,Bad Flight,0.6505,US Airways,,Jeanne23,,0,@USAirways @AmericanAir I'm a chairman who was in 1st class on both my flights today. System Cancelled Flightled my tickets and kicked me out of 1st.,,2015-02-19 07:55:08 -0800,"Arlington, VA", 568438142673555457,negative,1.0,Customer Service Issue,1.0,US Airways,,KMac0125,,0,@USAirways I've been on hold for 40 minutes just to get a receipt. I know you guys are busy but I think it's time to higher more staff!,,2015-02-19 07:53:08 -0800,Boston, 568436081303158784,positive,0.6554,,0.0,US Airways,,KIDwonder444,,0,@USAirways 1917. Thanks for the 5 hour layover in LA too👍 Icing on the cake. At least your staff was courteous and helpful.. Not #unreal,,2015-02-19 07:44:57 -0800,, 568436010817712128,negative,1.0,Late Flight,0.7182,US Airways,,VirginiaRmz,,1,"@USAirways yeah , I have been expecting The same for 3 hours",,2015-02-19 07:44:40 -0800," Mexico, D.F.",Central Time (US & Canada) 568434509017960449,negative,1.0,Cancelled Flight,1.0,US Airways,,Old_bauer,,0,i wish i was flying @USAirways ... @JetBlue Cancelled Flightled our flights tomorrow and never notified us #FlyUS #Ripoff,,2015-02-19 07:38:42 -0800,,Eastern Time (US & Canada) 568432364717633536,negative,0.6508,Late Flight,0.6508,US Airways,,VirginiaRmz,,0,@USAirways 502 M-phx Im still on The plane waiting And waiting,,2015-02-19 07:30:11 -0800," Mexico, D.F.",Central Time (US & Canada) 568431753272168448,negative,0.6875,Customer Service Issue,0.6875,US Airways,,JeffreyWhitmore,,0,@USAirways I'm trying to merge my freq flyer accts but keep getting an error message and only a machine when calling the # provided. Help!,,2015-02-19 07:27:45 -0800,Washington D.C., 568428263762214913,negative,0.6854,Late Flight,0.6854,US Airways,,dantedidWHAT,,0,@USAirways our hold up now is the captain that was Late Flight...his bag doesn't fit.,,2015-02-19 07:13:53 -0800,757,Central Time (US & Canada) 568423848732991488,negative,1.0,Customer Service Issue,0.3663,US Airways,,Heartliss,,0,@USAirways that's it?!?!?,,2015-02-19 06:56:20 -0800,Here. There. Everywhere. ,Quito 568423588077936640,positive,0.6931,,0.0,US Airways,,CakeNDeath,,0,@USAirways thanks for slowing the inbound plane down so that we didn't need to worry about 4438 EYW being Late Flight. Great holz ahead. Cheers! 😀,"[35.2204278, -80.94281752]",2015-02-19 06:55:18 -0800,Old City Philly, 568422454609219584,negative,1.0,Flight Attendant Complaints,0.3626,US Airways,,Heartliss,,0,@USAirways they had to turn the seat cushions over and clean the area. Please explain this issue?,,2015-02-19 06:50:48 -0800,Here. There. Everywhere. ,Quito 568422177571258368,negative,1.0,Customer Service Issue,0.6795,US Airways,,Heartliss,,0,"@USAirways My booked seat ended up being the last row which was labeled ""do no occupy"" had to play musical chairs for 30 mins. Unacceptable",,2015-02-19 06:49:42 -0800,Here. There. Everywhere. ,Quito 568417913914441728,negative,0.6632,Customer Service Issue,0.3368,US Airways,,HirasmusBidragi,,0,@USAirways phone support rebooked but orig flt was Late Flight. Made it!,,2015-02-19 06:32:46 -0800,Scruffyville, 568417751854931968,positive,1.0,,,US Airways,,HirasmusBidragi,,0,@USAirways KUDOS to your phone support and Charlotte gate staff!,,2015-02-19 06:32:07 -0800,Scruffyville, 568416602728890370,negative,0.6768,Can't Tell,0.3536,US Airways,,chrisacoote,,0,@USAirways let's say it's directly correLate Flightd to the chance of a replacement case. I know which would cost the airline less!,,2015-02-19 06:27:33 -0800,"West London, UK", 568414700326797312,negative,0.6333,Late Flight,0.3222,US Airways,,cahillwilliamr,,0,@USAirways I do to as I have an afternoon Conference in Las Vegas and I would rather plan ahead than run thru the airport and then attempt,,2015-02-19 06:19:59 -0800,, 568411114448523264,negative,1.0,Late Flight,0.3483,US Airways,,HirasmusBidragi,,0,@USAirways @HirasmusBidragi will try.. Now stuck on tarmac waiting on gate. :( may miss 9:25 connection #883),,2015-02-19 06:05:44 -0800,Scruffyville, 568410282298621952,negative,1.0,Damaged Luggage,0.6868,US Airways,,chrisacoote,,0,"@USAirways I thought about moving a lot of business over too, but first impressions count.. Glad it was miles and not cash.",,2015-02-19 06:02:26 -0800,"West London, UK", 568409651466899457,neutral,1.0,,,US Airways,,cahillwilliamr,,0,@USAirways any chance of making #561?,,2015-02-19 05:59:56 -0800,, 568408074161160192,negative,1.0,Late Flight,1.0,US Airways,,cahillwilliamr,,0,@USAirways on flight # 556 delayed#connection help for flight # 561 # help via email,,2015-02-19 05:53:40 -0800,, 568405950958333952,negative,1.0,Customer Service Issue,1.0,US Airways,,princessjenine,,0,@usairways hey just letting you know you're the worst fucking service I've ever used thanks for nothing,,2015-02-19 05:45:13 -0800,wonderland,Atlantic Time (Canada) 568402562107498497,neutral,1.0,,,US Airways,,AntrimLens,,1,"@USAirways Flight US 723 from @DublinAirport to @PHLAirport passing over @LoveLoughNeagh at 20,000 ft this morning. http://t.co/FRd0cAy6DA",,2015-02-19 05:31:45 -0800,Loch nEathach Co Aontroim,Dublin 568398620686467072,neutral,1.0,,,US Airways,,NovaCat91,,0,@USAirways OK she is worried that something is wrong with the flight - #1870 - and should she consider flying earlier,,2015-02-19 05:16:06 -0800,"40.0587, -75.3659",Eastern Time (US & Canada) 568397140977979392,negative,1.0,Customer Service Issue,1.0,US Airways,,NovaCat91,,0,@USAirways [Part 2 of 2] she tried calling cust serv and the system hung up and her. Twice. Are you having system issues? Please advise.,,2015-02-19 05:10:13 -0800,"40.0587, -75.3659",Eastern Time (US & Canada) 568396913726382080,negative,1.0,Can't Tell,0.6404,US Airways,,NovaCat91,,0,"@USAirways my wife is trying to check in for a flight tonight out of RSW...website not allowing, saying must go to airport... [Part 1 of 2]",,2015-02-19 05:09:19 -0800,"40.0587, -75.3659",Eastern Time (US & Canada) 568394432900431872,negative,1.0,Flight Booking Problems,0.3548,US Airways,,illegalholland,,0,@USAirways lol thanks to you we had to switch to American http://t.co/Sl6BDRXfN8,,2015-02-19 04:59:27 -0800,,Eastern Time (US & Canada) 568388846125223936,negative,1.0,Can't Tell,0.6694,US Airways,,HirasmusBidragi,,0,@USAirways 'preciate it but cant get off plane to speak w agent / wont come on plane 5015 knoxville...?,,2015-02-19 04:37:15 -0800,Scruffyville, 568388625689235456,neutral,0.6714,,0.0,US Airways,,TomFutureforall,,0,@USAirways good ideas...she is traveling today...at airport. Need to petition faa regarding silly 24 name change rule.,,2015-02-19 04:36:23 -0800,, 568388037484220416,neutral,0.7083,,0.0,US Airways,,TomFutureforall,,0,"@USAirways res went under her maiden name...married 50...no docs with maiden name. Hence, problem.",,2015-02-19 04:34:02 -0800,, 568387549867036672,negative,1.0,Customer Service Issue,0.3499,US Airways,,TomFutureforall,,0,@USAirways just called reservations. Cannot change just able to put note on res. Problem is tsa...,,2015-02-19 04:32:06 -0800,, 568387111931527168,negative,0.6527,Late Flight,0.6527,US Airways,,HirasmusBidragi,,0,"@USAirways I'm delayed in TYS #5015, likely gonna miss my connection in CLT to CUN. Gotta get there today. Can you help me?",,2015-02-19 04:30:22 -0800,Scruffyville, 568386094875738113,negative,1.0,Late Flight,1.0,US Airways,,CakeNDeath,,0,@USAirways plz plz plz hold 4438 to EYW. The 810 PHL >CLT is sooo Late Flight. Gonna miss the connection for @jabevan221 's 40th #GTH239,,2015-02-19 04:26:19 -0800,Old City Philly, 568386017037672448,neutral,0.3421,,0.0,US Airways,,TomFutureforall,,0,"@USAirways btw, not upset at usaiways, promise.",,2015-02-19 04:26:01 -0800,, 568384147464568834,negative,1.0,Can't Tell,1.0,US Airways,,illegalholland,,0,@USAirways i hate you,,2015-02-19 04:18:35 -0800,,Eastern Time (US & Canada) 568384143379156993,negative,0.6365,Customer Service Issue,0.3377,US Airways,,TomFutureforall,,0,"@USAirways it is the same passenger, just her maiden name ended up as last name through online Flight Booking Problems. Yes, understand non transferable",,2015-02-19 04:18:34 -0800,, 568383500530769920,negative,1.0,Can't Tell,0.7149,US Airways,,TomFutureforall,,0,@USAirways understood and so does us airways. Getting through tsa is the problem,,2015-02-19 04:16:01 -0800,, 568382790506389504,negative,0.6778,Bad Flight,0.6778,US Airways,,kim_blake,,0,@USAirways I paid for my seat. I expect to be able to use my full seat,,2015-02-19 04:13:11 -0800,Tacoma Washington,Pacific Time (US & Canada) 568382196081229824,negative,0.6631,Bad Flight,0.6631,US Airways,,kim_blake,,0,"@USAirways if a passenger is to large to put down the armrest and now is using part of my seat, what is my recourse? #nothappy",,2015-02-19 04:10:50 -0800,Tacoma Washington,Pacific Time (US & Canada) 568378076955938816,negative,1.0,Flight Booking Problems,1.0,US Airways,,BurntTurkey69,,0,@USAirways so I was just told I was coded as an upgrade... I clearly purchased this seat with my miles and refuse to downgrade. #ripoff,,2015-02-19 03:54:28 -0800,Florida , 568374422136070144,negative,1.0,Flight Attendant Complaints,0.6522,US Airways,,scm1133,,0,"@USAirways the gate agent said ""it's booked in full. Sorry"" I had a ticket with a 1st class seat. I will call customer service when I land.",,2015-02-19 03:39:56 -0800,,London 568373807414714369,negative,1.0,Customer Service Issue,1.0,US Airways,,ProActivePT,,0,"@USAirways Empty 1st class, Chairman can't move up due 2 silly award travel rule trumping common sense - customer service fail again!",,2015-02-19 03:37:30 -0800,New York/N. Carolina,Eastern Time (US & Canada) 568373623737556992,neutral,0.6667,,0.0,US Airways,,TomFutureforall,,0,@USAirways can they change to correct last name? Did via reservations already but said can't change ticket name..,,2015-02-19 03:36:46 -0800,, 568372767810125825,negative,1.0,Can't Tell,1.0,US Airways,,emmahhjo,,0,@USAirways you're the only airline that's not open sooner. It's not a confidence booster.,,2015-02-19 03:33:22 -0800,,Central Time (US & Canada) 568364074427420672,negative,1.0,Customer Service Issue,0.6275,US Airways,,scm1133,,1,@USAirways checked in last night @ airport by supervisor w boarding pass for 1A - boarding today seat changed to 7F. How does that happen?,,2015-02-19 02:58:49 -0800,,London 568361346464497664,negative,1.0,Flight Booking Problems,0.6444,US Airways,,TomFutureforall,,0,@USAirways new problem...had wrong last name on reservation which is airways fixed. New can't get through TSA,,2015-02-19 02:47:59 -0800,, 568360334609612801,negative,0.6612,Flight Booking Problems,0.3692,US Airways,,TomFutureforall,,0,@USAirways cardholder is flying. We both have us airways and advantage cards which is more frustrating.,,2015-02-19 02:43:58 -0800,, 568356849189150721,neutral,0.6923,,0.0,US Airways,,TomFutureforall,,0,@USAirways I received a brochure in the mail touting all the benefits of the advantage card with usa now merged...baggage included,,2015-02-19 02:30:07 -0800,, 568354818344923136,neutral,1.0,,,US Airways,,TomFutureforall,,0,"@USAirways if I paid for ticket with advantage world executive card, do I pay baggage fees when flying us airways? Wife traveling now",,2015-02-19 02:22:02 -0800,, 568341364951388160,negative,1.0,Customer Service Issue,1.0,US Airways,,LE2BIGDAVE,,0,@USAirways this has been the worst trip with little to no customer service,,2015-02-19 01:28:35 -0800,where ever i lay my hat,London 568298773941755904,negative,1.0,Flight Attendant Complaints,0.6771,US Airways,,ncuccia,,0,@USAirways testing my patience this evening (or shall I say morning?). We waited an hour at the gate for you to find a gate agent. 130am,,2015-02-18 22:39:20 -0800,,Quito 568289529561518080,negative,1.0,Customer Service Issue,0.6443,US Airways,,faye_nds,,0,"@USAirways flying from Manchester international to Philadelphia and getting emails about delays, no information about connecting flights..",,2015-02-18 22:02:36 -0800,"Merano, Italy ",London 568284538914385920,negative,0.6699,Can't Tell,0.6699,US Airways,,KBStrauss,,0,"@USAirways thank you.3860 to cincy.just landed.you should add frequent flyer miles to my account.. a long, incredibly frustrating day",,2015-02-18 21:42:46 -0800,New York City,Eastern Time (US & Canada) 568282478076669952,negative,1.0,Customer Service Issue,0.6739,US Airways,,Gregg_Silver,,0,"@USAirways no. Other than being on my credit card statement, I have not received anything from you and so I have no way to look it up myself",,2015-02-18 21:34:35 -0800,,Quito 568276831134191618,negative,1.0,Customer Service Issue,1.0,US Airways,,Gregg_Silver,,0,@USAirways I waited on hold for too long. I shouldn't have to wait on hold forever when I never received a confirm. in the 1st place #help,,2015-02-18 21:12:09 -0800,,Quito 568274949275824128,negative,1.0,Customer Service Issue,0.6642,US Airways,,ContentFac,,0,"@USAirways Been dealing w/ @americanair to solve the probs your team created. Your Manch, NH staff is clearly your C-team, btw. #NotEvenJV",,2015-02-18 21:04:40 -0800,"Pittsburgh, PA",Eastern Time (US & Canada) 568273310347165696,positive,0.6802,,,US Airways,,CaraModisett,,0,@USAirways Will do :),,2015-02-18 20:58:09 -0800,"Memphis, Tennessee",Central Time (US & Canada) 568272139075387392,negative,1.0,Customer Service Issue,0.3621,US Airways,,jennieeng,,0,@USAirways Unfortunately I doubt that the consistently subpar service will improve with the @AmericanAir merger. #USAirways,,2015-02-18 20:53:30 -0800,I'm a 917 girl.,Eastern Time (US & Canada) 568265355115814913,positive,0.6472,,0.0,US Airways,,RuelBass,,0,@USAirways thank you. We filled out a claim and hope to have the bags tomorrow.,,2015-02-18 20:26:33 -0800,"ÜT: 41.233943,-74.3966664",Eastern Time (US & Canada) 568265016253628416,negative,1.0,Lost Luggage,0.6437,US Airways,,scheds14,,0,"@USAirways I didn't Cancelled Flight my flight, you did. Than you loved me to another flight and forgot my bags",,2015-02-18 20:25:12 -0800,"Phoenix, AZ", 568259618884993024,positive,1.0,,,US Airways,,schenkeytown,,0,@USAirways - done :),,2015-02-18 20:03:45 -0800,,Arizona 568258726668443648,negative,1.0,Customer Service Issue,1.0,US Airways,,bhardwaj_j,,0,@USAirways : i was told my ticket expired but i never recvd any notice before it expired .This sucks.i paid 40k miles & $125 for the tckt,,2015-02-18 20:00:12 -0800,, 568258333649604608,positive,1.0,,,US Airways,,dianalovesdave,,0,"@USAirways captain on flight 1712 from PHX-PHL at 3:55 tonight was hilarious. ""Greetings from the pointy end of the airplane"" haha thanks!",,2015-02-18 19:58:39 -0800,"Born in NY, living in PA ",Eastern Time (US & Canada) 568258093051727873,neutral,1.0,,,US Airways,,Gregg_Silver,,0,@USAirways just noticed that I don't believe I saw a confirmation for a flight I bought a few weeks ago. Def paid though. #help #resend?,,2015-02-18 19:57:41 -0800,,Quito 568258075431477248,negative,1.0,Customer Service Issue,1.0,US Airways,,tannapistolis,,0,@USAirways worst customer service. Still not providing me an answer even after I drove back to CLT airport. been rude & unacceptable #fail,,2015-02-18 19:57:37 -0800,,Eastern Time (US & Canada) 568257392195936259,neutral,0.6421,,,US Airways,,tmiw,,0,@USAirways any plans to support #ApplePay on board? I have the USAirways MC and it would be nice to still use it if I forget the card.,,2015-02-18 19:54:54 -0800,"San Diego, CA",Pacific Time (US & Canada) 568256282668302337,neutral,0.3655,,0.0,US Airways,,f0ll0wer99,,0,@USAirways got through on the phone. usair Cancelled Flightled her return flights because she missed a flight on her way out. they took care of it,,2015-02-18 19:50:30 -0800,,Central Time (US & Canada) 568255924130983936,negative,1.0,Customer Service Issue,0.3616,US Airways,,KBStrauss,,0,@USAirways I have run out of patience.. We are sitting in a bus without air in front of plane and there is no communication from anyone40min,,2015-02-18 19:49:04 -0800,New York City,Eastern Time (US & Canada) 568255867751165952,negative,1.0,Late Flight,0.6826,US Airways,,cnichols9,,0,@USAirways 3 delays 2 Cancelled Flightlations a double layover and 72 hours Late Flightr....could I at least get extra dividend miles?,,2015-02-18 19:48:51 -0800,Georgia, 568255534941544448,neutral,1.0,,,US Airways,,AnnetteNaif,,0,“@USAirways: @AnnetteNaif We appreciate the #shoutout for Roberto. DM your confirmation code so we can forward your kind words.” sent,,2015-02-18 19:47:31 -0800,New York & Worldwide,Eastern Time (US & Canada) 568252192592769025,negative,1.0,Cancelled Flight,0.6667,US Airways,,scheds14,,0,@USAirways I didn't take my original flight. I was suppose to arrive last night than by 2:00pm today. Didn't get in til 5,,2015-02-18 19:34:14 -0800,"Phoenix, AZ", 568251315220041728,negative,1.0,Late Flight,0.6832,US Airways,,Hannah01486019,,0,"@USAirways sitting for 30 minutes on the runway at dca, because your gates are full? Early landing, Late Flight flight.",,2015-02-18 19:30:45 -0800,"Washington, DC",Eastern Time (US & Canada) 568250311455981570,negative,1.0,Can't Tell,0.6617,US Airways,,terryheubert,,0,@USAirways #flight4592 LET US OFF THIS PLANE!!! please go to a gate. This is absurd.,,2015-02-18 19:26:46 -0800,The District of Columbia,Eastern Time (US & Canada) 568248151368269824,neutral,0.6543,,0.0,US Airways,,bobbyisaacson,,0,@USAirways will I get the full amount credited to my account for US Airways credit?,,2015-02-18 19:18:11 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568248102018285570,negative,1.0,Lost Luggage,1.0,US Airways,,DillardJ32,,0,@USAirways @AmericanAir 2 trips in a row with missing luggage. Just like last time. I pay for baggage to be transported.,,2015-02-18 19:17:59 -0800,Anoka MN,Central Time (US & Canada) 568247480023961600,negative,1.0,Lost Luggage,1.0,US Airways,,RuelBass,,0,@USAirways lost our luggage. #yay,,2015-02-18 19:15:31 -0800,"ÜT: 41.233943,-74.3966664",Eastern Time (US & Canada) 568246970126438400,neutral,1.0,,,US Airways,,RebeccaHaber,,0,@USAirways I found a flight I want on @CheapOair. Is my @AmericanAir AA Advantage # applicable to earn miles on it since you're merging?,"[33.79727578, -117.85043081]",2015-02-18 19:13:29 -0800,NY/SoCal ,Pacific Time (US & Canada) 568246736222879744,negative,1.0,longlines,1.0,US Airways,,vallie_grl,,0,@USAirways really frustrating to be endlessly waiting at PHL for a ground crew to taxi us in at 10pm at night. Why is this taking so long?!,,2015-02-18 19:12:34 -0800,,Atlantic Time (Canada) 568245800788221953,negative,0.6447,Bad Flight,0.3368,US Airways,,AYoungWVU,,0,@USAirways Thanks for calling me about my 10:00p redirected flight at 10:07p. #SmoothOperation,,2015-02-18 19:08:51 -0800,"Scott Depot, WV", 568245558919503872,negative,1.0,Customer Service Issue,1.0,US Airways,,bhardwaj_j,,0,@USAirways : its just a very bad customer service experience// can you help,,2015-02-18 19:07:53 -0800,, 568245429491654656,negative,1.0,Customer Service Issue,0.6701,US Airways,,bhardwaj_j,,0,"@USAirways : i have been trying to reach dividend miles to extend my ticket for last 3 days , 20 + calls and i get a message to call back",,2015-02-18 19:07:22 -0800,, 568244508837736449,neutral,1.0,,,US Airways,,KBStrauss,,0,@USAirways really!??,,2015-02-18 19:03:43 -0800,New York City,Eastern Time (US & Canada) 568244413031448577,negative,1.0,Late Flight,0.6733,US Airways,,KBStrauss,,0,@USAirways how does an airline misplace an airline attendant?!! been at Reagan airport since 1pm10:15 to Cincy is delayed trying to find her,,2015-02-18 19:03:20 -0800,New York City,Eastern Time (US & Canada) 568244094583107585,negative,1.0,Flight Booking Problems,0.3539,US Airways,,mma718,,0,@USAirways My flight finally arrived in Charlotte. They booked my luggage thru to lga but no room on flight for me. What a mess,,2015-02-18 19:02:04 -0800,"Queens, New York", 568243079003529216,negative,1.0,Lost Luggage,0.6801,US Airways,,scheds14,,0,"@USAirways been on hold for over an hour, still don't know where my bags are, won't refund me my flight?!?! It wasn't weather!!",,2015-02-18 18:58:02 -0800,"Phoenix, AZ", 568242359928037377,negative,1.0,Can't Tell,0.6625,US Airways,,od2be2003,,0,@USAirways no your not!,,2015-02-18 18:55:10 -0800,"Dallas, TX",Eastern Time (US & Canada) 568241989453393920,negative,1.0,Can't Tell,0.3565,US Airways,,f0ll0wer99,,0,@USAirways My wife had flight changes due to weather now she cant checkin to her return flight and it fails Is it possible usair Cancelled Flightled,,2015-02-18 18:53:42 -0800,,Central Time (US & Canada) 568239978276360192,positive,1.0,,,US Airways,,dream_weaver96,,0,@USAirways thank you for fixing my 5 hour delay.,"[35.22209167, -80.95237732]",2015-02-18 18:45:42 -0800,Murfreesboro- Memphis ,Central Time (US & Canada) 568238605036064768,negative,1.0,Customer Service Issue,0.6838,US Airways,,iamlisa222,,0,@USAirways yup 1:34 minutes was my limit of waiting on hold so thanks for nothing,,2015-02-18 18:40:15 -0800,Wisconsin,Central Time (US & Canada) 568236763128463361,negative,1.0,Customer Service Issue,1.0,US Airways,,iamlisa222,,0,@USAirways this is more than having patience. This is not acceptable. http://t.co/N7pSuEJDC8,,2015-02-18 18:32:56 -0800,Wisconsin,Central Time (US & Canada) 568235890205532160,neutral,1.0,,,US Airways,,cakurth,,0,@USAirways please follow me so I can DM you about something,,2015-02-18 18:29:28 -0800,,Quito 568234992557527040,positive,1.0,,,US Airways,,MarisaCavanaugh,,0,@usairways 4 flights in 48hrs & I've had the same flight attendant for 3 of those flights. Freaky coincidence! Plus side she's great. :),,2015-02-18 18:25:54 -0800,NYC,Eastern Time (US & Canada) 568234162638999552,positive,1.0,,,US Airways,,CAVHkraMriA,,0,@USAirways landed safely everything worked out.,,2015-02-18 18:22:36 -0800,,Eastern Time (US & Canada) 568232802749161472,negative,1.0,Customer Service Issue,1.0,US Airways,,iamlisa222,,0,@USAirways can you explain why I am on hold over an hour .Other than I'm dumb and should be using a different airline #wth,,2015-02-18 18:17:12 -0800,Wisconsin,Central Time (US & Canada) 568231913040814080,negative,1.0,Can't Tell,0.3608,US Airways,,ClareGannon,,0,@USAirways you used to have an evening flight DCA-DSM and an early AM return. Now it's middle of the work day for both. Inconvenient.,,2015-02-18 18:13:39 -0800,,Eastern Time (US & Canada) 568230023251042304,negative,1.0,Late Flight,1.0,US Airways,,dream_weaver96,,0,@USAirways delays to the max,"[35.22476994, -80.93932077]",2015-02-18 18:06:09 -0800,Murfreesboro- Memphis ,Central Time (US & Canada) 568229427286405121,positive,0.6891,,,US Airways,,dMORE14,,0,@USAirways on Sunday! Can't wait! See you then,,2015-02-18 18:03:47 -0800,chu,Quito 568229143860658176,negative,1.0,Customer Service Issue,1.0,US Airways,,iamlisa222,,0,@USAirways well this is #nofun #nocustomerservice #onhold trying to make #reservations #nothappy http://t.co/m7MMq2f5FA,,2015-02-18 18:02:39 -0800,Wisconsin,Central Time (US & Canada) 568228746697814016,negative,1.0,Late Flight,0.6702,US Airways,,MendezJenn,,0,@USAirways it shouldn't take longer to get to the gate than the flight itself takes.... 59 minutes flying time - 47 minutes on runway so far,,2015-02-18 18:01:05 -0800,, 568228614275260416,negative,1.0,Customer Service Issue,1.0,US Airways,,tlbelote,,0,"@USAirways attempting ckin for flight on 2/19 all day, site unable to retrieve details. Called twice and disconnected.",,2015-02-18 18:00:33 -0800,,Quito 568226977070632960,negative,1.0,Customer Service Issue,1.0,US Airways,,drb1125,,0,@USAirways Emailed them a week ago and still nothing...,,2015-02-18 17:54:03 -0800,, 568225166527991808,negative,0.7012,Customer Service Issue,0.3719,US Airways,,sara_regis19,,0,@USAirways I would be willing to pay anything to change a flight! @AllegiantTravel does not! help!,,2015-02-18 17:46:51 -0800,Puerto Rico , 568224769872502784,negative,1.0,Customer Service Issue,1.0,US Airways,,BokaLaBoca,,0,@USAirways yeah you guys just told me to call the website that I booked from. I booked on your website. UNACCEPTABLE,"[0.0, 0.0]",2015-02-18 17:45:16 -0800,,Pacific Time (US & Canada) 568223950926446593,negative,1.0,longlines,0.3363,US Airways,,MendezJenn,,0,@USAirways still waiting! Captain reports he's called 6 times to get ground crew....and still sitting on runway. #evenLate Flightr,,2015-02-18 17:42:01 -0800,, 568223612802637824,negative,0.6859,Late Flight,0.6859,US Airways,,TravisAJB,,0,@USAirways is the real MVP for holding up the flight connecting Philly to Tampa.,,2015-02-18 17:40:41 -0800,,Quito 568223380375076864,positive,1.0,,,US Airways,,LayneHillesland,,0,@USAirways finally rectified my flight situation! Thanks again,,2015-02-18 17:39:45 -0800,, 568222090769379328,neutral,1.0,,,US Airways,,bobbyisaacson,,0,@USAirways so what is the difference between Cancelled Flighting and reFlight Booking Problems - will that help me avoid a change fee?,,2015-02-18 17:34:38 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568221761898209280,positive,1.0,,,US Airways,,bryanjholmes,,0,@USAirways on time today and from PHL! Nice work! #ThereIsAFirstForEverything,,2015-02-18 17:33:19 -0800,"dublin, ohio",Quito 568220625648672768,negative,1.0,Cancelled Flight,1.0,US Airways,,dmorgancu,,0,@USAirways you have most likely lost my business. Terrible experience! Too many times stuck on Tarmac and last min Cancelled Flightled flights. #Done,"[35.22447828, -80.93940943]",2015-02-18 17:28:48 -0800,"Clemson, SC",Central Time (US & Canada) 568220033299542016,negative,1.0,Lost Luggage,1.0,US Airways,,tannapistolis,,0,@USAirways I have been doing that all day. Can't find my bag anywhere bc they're saying it was never scanned & technically never left LAX.,,2015-02-18 17:26:27 -0800,,Eastern Time (US & Canada) 568219901359460353,negative,1.0,Late Flight,0.6729999999999999,US Airways,,MendezJenn,,0,@USAirways why no ground crew at DCA when we're already Late Flight arriving #evenLate Flightr,,2015-02-18 17:25:56 -0800,, 568218884060241920,negative,1.0,Lost Luggage,1.0,US Airways,,scheds14,,0,@USAirways being told 'tough break and this is how it is' is unacceptable. You can't even tell me when my bags will be here,,2015-02-18 17:21:53 -0800,"Phoenix, AZ", 568218389619077121,positive,1.0,,,US Airways,,billgunger,,0,@USAirways ice cream up front! Solid,,2015-02-18 17:19:55 -0800,,EST 568217681838641152,positive,1.0,,,US Airways,,statepkt,,0,@USAirways shout out to the pilots and FC attendant(Eliz) of US 673. Super strong crosswinds during landing. Eliz did a super job throughout,,2015-02-18 17:17:06 -0800,,Eastern Time (US & Canada) 568216602866376704,negative,1.0,Lost Luggage,1.0,US Airways,,tannapistolis,,0,@USAirways now telling me I don't have the correct tag for my luggage!!! My luggage apparently is not in LA or Charlotte. This is not ok!!,,2015-02-18 17:12:49 -0800,,Eastern Time (US & Canada) 568216411404808192,negative,1.0,Customer Service Issue,1.0,US Airways,,ximplosionx,,0,"@USAirways Your software is broken. ""Call Customer Support"" is not the fix. Like I said earlier, yell at your developers.",,2015-02-18 17:12:04 -0800,"Redmond, WA",Eastern Time (US & Canada) 568216196132302848,negative,1.0,Flight Booking Problems,1.0,US Airways,,ximplosionx,,0,@USAirways It's not double booked. I spoke with CS and we've got a plan to fix this. It's still an amateur mistake that should never happen.,,2015-02-18 17:11:12 -0800,"Redmond, WA",Eastern Time (US & Canada) 568215917894737920,neutral,0.6679,,0.0,US Airways,,bobbyisaacson,,0,"@USAirways is there nothing that can be done online to help? i bought these as a birthday present, just trying to be able to afford a change",,2015-02-18 17:10:06 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568215307170521088,negative,1.0,Customer Service Issue,1.0,US Airways,,SneakerPimp215,,0,"@USAirways @AmericanAir hey guys, due to some horrible customer service issues is there any way I can get a checked bag credit?",,2015-02-18 17:07:40 -0800,Sistine Chapel ,Eastern Time (US & Canada) 568214100578324480,negative,1.0,Late Flight,1.0,US Airways,,RyanMWatts,,0,@USAirways delayed 2 days for weather and on top I got yelled at for being Late Flight when I was not notified of the time change #WellDone,,2015-02-18 17:02:53 -0800,Washington DC,Central Time (US & Canada) 568213843618299904,negative,1.0,Can't Tell,0.6804,US Airways,,ximplosionx,,0,@USAirways Not a great experience for my first time flying US Airways. Going forward I'll probably be taking my business elsewhere.,,2015-02-18 17:01:51 -0800,"Redmond, WA",Eastern Time (US & Canada) 568213769798578176,negative,1.0,Can't Tell,0.6465,US Airways,,LinseyGarwood,,0,@USAirways ...Loosing a lot of business by using Barclays. I cant believe that you cant apply for a card if you live in Iowa.,,2015-02-18 17:01:34 -0800,, 568211517398786048,negative,0.6588,Late Flight,0.6588,US Airways,,unicatfan,,0,@USAirways I was re accommodated for my DSM flight tonight after a delay from Myrtle Beach now the flight to DSM is back on for tonight?,"[35.22604872, -80.93863381]",2015-02-18 16:52:37 -0800,"ÜT: 41.5333,-93.62944",Central Time (US & Canada) 568211263303639040,negative,1.0,Flight Attendant Complaints,0.3489,US Airways,,DAngel082,,0,@USAirways so far I've gotten six different answers,,2015-02-18 16:51:36 -0800,New York, 568211021497638912,negative,1.0,Flight Booking Problems,1.0,US Airways,,ximplosionx,,0,@USAirways Oh certainly. And now I have two $275 pending transactions on my bank account. Really happy that I was charged double.,,2015-02-18 16:50:39 -0800,"Redmond, WA",Eastern Time (US & Canada) 568210928484913152,neutral,0.6599,,0.0,US Airways,,bobbyisaacson,,0,@USAirways I got an email asking me to checkin TMRW for a flight I meant to book for 3/19 - can someone please help! @WallStSlumLord @PKG49,,2015-02-18 16:50:16 -0800,"San Francisco, CA",Pacific Time (US & Canada) 568210743390117888,negative,1.0,Customer Service Issue,1.0,US Airways,,StefThinks,,0,"@USAirways what's going on? I've been hearing a not-friendly 'Please wait' on repeat while I'm on hold, being transferred to idk where...",,2015-02-18 16:49:32 -0800,Here,Eastern Time (US & Canada) 568210512405790720,negative,1.0,Flight Attendant Complaints,0.6573,US Airways,,mma718,,0,@USAirways The captain turned off the seat belt sign so people can get up and walk around. That's not good.,,2015-02-18 16:48:37 -0800,"Queens, New York", 568208488335331329,negative,1.0,Lost Luggage,1.0,US Airways,,DAngel082,,1,@USAirways I'm sorry as well. It's been 24 hrs without my bag and I can't get a straight answers. I'm on call #6 for today.,,2015-02-18 16:40:35 -0800,New York, 568208413286477825,negative,1.0,Customer Service Issue,0.6526,US Airways,,ximplosionx,,0,@USAirways Ya'll need to work on your online checkout system. Two bank transactions for one ticket is bush league. Yell at your devs.,,2015-02-18 16:40:17 -0800,"Redmond, WA",Eastern Time (US & Canada) 568208027775569920,negative,1.0,Late Flight,1.0,US Airways,,mma718,,0,@USAirways I wish we were on our way. Now there's a problem w/de-icing.Three & 1/2 hour delay so far & sill not sure if we'll be taking off.,,2015-02-18 16:38:45 -0800,"Queens, New York", 568202255205335041,negative,1.0,Customer Service Issue,0.3558,US Airways,,od2be2003,,0,@USAirways if you could have ran your USExpress/PSA worth a damn I wouldn't be stuck in horrible CLT now.,,2015-02-18 16:15:48 -0800,"Dallas, TX",Eastern Time (US & Canada) 568200350697717760,negative,1.0,Can't Tell,1.0,US Airways,,od2be2003,,0,@USAirways you run a piece of shit airline!! Thanks for ruining AA,,2015-02-18 16:08:14 -0800,"Dallas, TX",Eastern Time (US & Canada) 568199988255330304,negative,0.6669,Customer Service Issue,0.6669,US Airways,,AnnetteNaif,,0,“@USAirways: @AnnetteNaif We appreciate the #shoutout for Roberto. DM confirmation code so we can forward ur kind words.” Confirmation code?,,2015-02-18 16:06:48 -0800,New York & Worldwide,Eastern Time (US & Canada) 568199678896037890,negative,0.6717,Bad Flight,0.3573,US Airways,,mma718,,0,@USAirways Finally back on board. Door was closed only to be reopened because we need fuel. You think someone wd have thought of it earlier,,2015-02-18 16:05:34 -0800,"Queens, New York", 568196165780578304,negative,1.0,Can't Tell,0.3579,US Airways,,thefisch26,,0,"@USAirways Secondary screenings, a piece of the plane missing... Anything you want to tell us?",,2015-02-18 15:51:37 -0800,"Washington, DC",Central Time (US & Canada) 568194520497713152,negative,1.0,Late Flight,1.0,US Airways,,CAVHkraMriA,,0,@USAirways sitting on Tarmac in #PIT for 30 min. No announcement. Just sitting.,,2015-02-18 15:45:04 -0800,,Eastern Time (US & Canada) 568194475077570560,neutral,0.6527,,0.0,US Airways,,LindseyWaters1,,0,@USAirways my TSA precheck isn't showing up on my boarding pass for my flight tomorrow...help!? #USAirways #TSAPreCheck,,2015-02-18 15:44:54 -0800,"Philadelphia, PA", 568194427904069632,negative,1.0,Customer Service Issue,1.0,US Airways,,NickAbel5,,0,"@USAirways I appreciate that you actually monitor Twitter, so please pass along my feedback. I've tried calling about 15 times in 4 days :(",,2015-02-18 15:44:42 -0800,, 568194265022648320,negative,1.0,Customer Service Issue,1.0,US Airways,,shammywhits,,0,@USAirways Cant help but be frustrated after an hour call with u ends up with a disconnection and no answers especially as div pref member.,,2015-02-18 15:44:03 -0800,"Syracuse, New York",Eastern Time (US & Canada) 568192271453188096,negative,1.0,Can't Tell,0.3635,US Airways,,mma718,,0,@USAirways I don't think I've ever had a us airways flight that went smoothly.,,2015-02-18 15:36:08 -0800,"Queens, New York", 568189372362674176,negative,1.0,Customer Service Issue,1.0,US Airways,,NickAbel5,,0,@USAirways PLEASE improve your phone system! Going through multiple prompts & menus just to be told to call back Late Flightr = MAJOR FAIL,,2015-02-18 15:24:37 -0800,, 568188243713372161,negative,1.0,Flight Attendant Complaints,0.6452,US Airways,,trevels11,,0,"@USAirways once again your service leaves a lot to be desired. Flight 5141 here early, but short staffing means we wait on Tarmac...Thanks",,2015-02-18 15:20:08 -0800,Terrapin Station, 568187959276646401,negative,1.0,Late Flight,0.3441,US Airways,,mma718,,0,@USAirways the Late Flightr flight to Charleston is leaving before the flight scheduled earlier. That's so wrong,,2015-02-18 15:19:00 -0800,"Queens, New York", 568185352441212929,negative,1.0,Late Flight,1.0,US Airways,,mma718,,0,"@USAirways. I'm delayed in Cha, will miss my connection in Charlotte for lga. Not good",,2015-02-18 15:08:39 -0800,"Queens, New York", 568185092163678208,negative,1.0,Late Flight,1.0,US Airways,,ERnurseMatt,,0,@USAirways we did. It added about seven hours to our day... So far... Want to take odds on our bags being on the carousel in KC? #notcool,,2015-02-18 15:07:36 -0800,"Kansas, USA",Central Time (US & Canada) 568181747357229057,negative,1.0,Cancelled Flight,0.7113,US Airways,,hinabinaa,,0,"@USAirways @MarciaVeronicaa she missed her uncle's funeral, and you ""hope"" they can find another flight. That's very considerate of you.",,2015-02-18 14:54:19 -0800,,Central Time (US & Canada) 568180869120135169,negative,1.0,Cancelled Flight,1.0,US Airways,,N0SBIGLEM,,0,@USAirways My last flight was Cancelled Flightled and I'm very disappointed.,,2015-02-18 14:50:50 -0800,"san jose , ca", 568178085415092226,negative,1.0,Can't Tell,1.0,US Airways,,MarciaVeronicaa,,1,@USAirways just lost a faithful customer.,,2015-02-18 14:39:46 -0800,Connecticut/Vegas,Pacific Time (US & Canada) 568175505314336768,negative,1.0,Can't Tell,0.3536,US Airways,,DAngel082,,0,@USAirways I have 3 times and no one has been able to help me out,,2015-02-18 14:29:31 -0800,New York, 568175323470290944,positive,1.0,,,US Airways,,pocketsizemando,,0,@USAirways Marsha M. at Myrtle Beach is the greatest! She deserves all the respect and praise there is! #ThankYouForEverything,,2015-02-18 14:28:47 -0800,"Fort Worth, TX",Central Time (US & Canada) 568175282919739392,negative,1.0,Late Flight,1.0,US Airways,,Scscottish,,0,"@usairways. Seriously, attendants go AWOL for 60 mins. Now flight further delayed. Don't lite a match either http://t.co/mT8sPlm02v",,2015-02-18 14:28:38 -0800,Proud to say I'm from Dundee,Atlantic Time (Canada) 568174975028465664,negative,1.0,Customer Service Issue,1.0,US Airways,,honorawalsh,,0,"@USAirways Joined Silver Preferred because I heard customer service was so great, pity I was misguided.",,2015-02-18 14:27:24 -0800,, 568174847450329088,negative,1.0,Late Flight,0.35600000000000004,US Airways,,RayAllStar28,,0,@USAirways it is just bad practice and I am disappointed that your airline was not prepared...honestly the last time I fly with you guys,,2015-02-18 14:26:54 -0800,"Lawrence, MA", 568174802059464705,negative,1.0,Customer Service Issue,1.0,US Airways,,Twinscream1,,0,@USAirways well this is about as worthless as your regular service. A bunch of do nothings and idiots. #sucks,,2015-02-18 14:26:43 -0800,, 568173724974878720,negative,0.6733,Cancelled Flight,0.6733,US Airways,,RayAllStar28,,0,@USAirways ...these changes as well to Late Flightr find out that the flight I was scheduled for isn't ready,,2015-02-18 14:22:26 -0800,"Lawrence, MA", 568173388663013377,negative,1.0,Cancelled Flight,0.6711,US Airways,,GignacForLowell,,0,"@USAirways after 3 Cancelled Flightlations and a delay, causing me to miss connecting flight. Another night not being home. Thanks #pathetic",,2015-02-18 14:21:06 -0800,"Lowell, Ma", 568173151798108161,negative,0.7012,Cancelled Flight,0.3582,US Airways,,RayAllStar28,,0,"@USAirways that's understandable, my issue is with creating a new flight without the personnel to do it...I changed my plans to accommodate",,2015-02-18 14:20:10 -0800,"Lawrence, MA", 568172839758630912,negative,0.6794,Lost Luggage,0.6794,US Airways,,DAngel082,,0,@USAirways thanks! Now I just need to locate where my luggage is!,,2015-02-18 14:18:55 -0800,New York, 568171538324840449,positive,0.7049,,,US Airways,,davegoldfarb,,0,@USAirways we haven't departed yet so let's not get too high hopes. But everything has been on schedule so far,,2015-02-18 14:13:45 -0800,"Delray Beach, FL",Eastern Time (US & Canada) 568171144504872961,negative,0.34,Late Flight,0.34,US Airways,,Kurt_Wirth,,0,"@USAirways Thanks for showing interest...3880 to Greenville, SC.",,2015-02-18 14:12:11 -0800,"ÜT: 43.182918,-77.651224",Eastern Time (US & Canada) 568170794670551040,negative,1.0,Customer Service Issue,0.6276,US Airways,,od2be2003,,0,@USAirways your app sucks balls compared to @AmericanAir,,2015-02-18 14:10:48 -0800,"Dallas, TX",Eastern Time (US & Canada) 568170119664443393,negative,1.0,Late Flight,1.0,US Airways,,The_Big_Guy27,,0,@USAirways #USAirways So my flight was Late Flight getting into charlotte so i miss my connector to Phoenix thanks again last time I EVER FLY USAIR,,2015-02-18 14:08:07 -0800,US,Eastern Time (US & Canada) 568169732895051777,neutral,0.6499,,0.0,US Airways,,dsearls,,0,"@USAirways Thanks. Suggestion: stop the promo messages after a bit and just run music & a msg that says ""call volume is high."" #vrm",,2015-02-18 14:06:35 -0800,"SBA, BOS, JFK, EWR, SFO, LHR",Pacific Time (US & Canada) 568167414493532161,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,od2be2003,,0,"@USAirways ""admirals club"" at CLT has rude, and ignorant front desk staff...@AmericanAir you have fallen so far...THANKS DOUG PARKER!!!",,2015-02-18 13:57:22 -0800,"Dallas, TX",Eastern Time (US & Canada) 568166478572204032,negative,1.0,Bad Flight,0.6836,US Airways,,MelaniePanton,,0,"@USAirways to CLT from JFK nasty planes, dirty seats & floors, rude flight attendants- hopefully AA can get you cleaned up #disgusting #vile",,2015-02-18 13:53:39 -0800,"New York, New York", 568166390873653248,negative,1.0,Flight Booking Problems,0.6818,US Airways,,I_Am_ErikaG,,0,@USAirways I paid for my ticket on @PayPal on the 13th and it still says pending. Is that normal? I just want the money out of my account.,,2015-02-18 13:53:18 -0800,"On my phone, USA",Mountain Time (US & Canada) 568166268546748416,positive,0.3419,,0.0,US Airways,,TroyTrudel,,0,@USAirways ok thank you we were told ground delay due to snow.,,2015-02-18 13:52:49 -0800,"ÜT: 42.798909,-71.542817",Central Time (US & Canada) 568165058229997569,negative,1.0,Late Flight,0.6842,US Airways,,RayAllStar28,,0,@USAirways this made me have to Cancelled Flight my car reservation and it came out to more money...why did you reschedule a time without the crew?,,2015-02-18 13:48:00 -0800,"Lawrence, MA", 568164721406418945,negative,1.0,Flight Attendant Complaints,0.6577,US Airways,,RayAllStar28,,0,"@USAirways my flight was Cancelled Flightled yesterday and moved to today, then while at my stop in DC my flight is delayed due to lack of crew US4485",,2015-02-18 13:46:40 -0800,"Lawrence, MA", 568163907325599745,neutral,0.6643,,,US Airways,,Hayleyville,,0,@USAirways Looking forward to some friends and family time in Arizona.,,2015-02-18 13:43:26 -0800,DC,Quito 568163524314144768,negative,1.0,Customer Service Issue,1.0,US Airways,,Twinscream1,,0,@USAirways no they dont. I think I already said that. No one responds. Its an auto response. Wait is this an auto response??????,,2015-02-18 13:41:54 -0800,, 568163426343784448,positive,1.0,,,US Airways,,GabeFerris,,0,@USAirways @AmericanAir First Class all the way!!💺✈️ Headed to @portlandjetport http://t.co/kDMq0jps02,,2015-02-18 13:41:31 -0800,#Supergabe - Central Maine,Eastern Time (US & Canada) 568162673981943808,negative,1.0,Customer Service Issue,1.0,US Airways,,BigDavew2k,,0,@USAirways started trying to reach a real person over an hour ago still no luck,,2015-02-18 13:38:32 -0800,, 568162091175182336,negative,0.6344,Can't Tell,0.3333,US Airways,,TroyTrudel,,0,"@USAirways us2118 My wife in Boston says no snow right now.",,2015-02-18 13:36:13 -0800,"ÜT: 42.798909,-71.542817",Central Time (US & Canada) 568162061278011392,negative,1.0,Customer Service Issue,1.0,US Airways,,BigDavew2k,,0,@USAirways I tried to call your customer service line only to be kept in a que for over 45 mins...... please hold =we don't care,,2015-02-18 13:36:06 -0800,, 568161997935607808,negative,1.0,Customer Service Issue,1.0,US Airways,,Twinscream1,,0,@USAirways you see now that is a lie. They auto respond with insulting email. #sucks,,2015-02-18 13:35:50 -0800,, 568161284249796608,positive,0.6495,,0.0,US Airways,,ALHphoto,,0,@USAirways your pple did a great job w the madness however some of your systems need help. I appreciate the hard work & the push to b better,,2015-02-18 13:33:00 -0800,"Raleigh,NC",Atlantic Time (Canada) 568160713170149376,positive,0.6705,,0.0,US Airways,,Jeffrey_Hurley,,0,@USAirways thanks for giving away my seat. Another fine job! http://t.co/r7ibqr4CYd,"[35.22123472, -80.93287633]",2015-02-18 13:30:44 -0800,"Winston Salem, NC",Eastern Time (US & Canada) 568159483786084352,negative,1.0,Late Flight,0.7108,US Airways,,TroyTrudel,,0,@USAirways @FAANews how can I be stuck on a plane due to snow in Boston when it's not actually snowing in Boston? Usair flight 2218 #US2218,,2015-02-18 13:25:51 -0800,"ÜT: 42.798909,-71.542817",Central Time (US & Canada) 568158427664527360,negative,1.0,Customer Service Issue,1.0,US Airways,,scm1133,,0,@USAirways I've been waiting for desk for 45 and on hold 36min and counting...photo of desk agent on phone not flattering.,,2015-02-18 13:21:39 -0800,,London 568157856576475136,positive,1.0,,,US Airways,,hotcakes_33,,0,@USAirways thanks.,,2015-02-18 13:19:23 -0800,"Charlotte, NC",Eastern Time (US & Canada) 568156002941415425,negative,1.0,Cancelled Flight,1.0,US Airways,,scottcode,,0,@USAirways You have Cancelled Flighted our flights 5 times over the past 3 days...and the experience has been the worst...never again...,,2015-02-18 13:12:01 -0800,, 568155954484797442,positive,1.0,,,US Airways,,CSquieri,,0,@USAirways thanks to Betty working gate at ILM and lovely gate agents here in CLT helping me get home 2 Phx tonight instead of tomorrow,"[35.21820752, -80.94527061]",2015-02-18 13:11:50 -0800,"Mesa, AZ ",Arizona 568155779225788416,neutral,1.0,,,US Airways,,hotcakes_33,,0,@USAirways I have a flight in Saturday from MCI to CLT and there's heavy snow predicted in MCI. When will u allow for changes?,,2015-02-18 13:11:08 -0800,"Charlotte, NC",Eastern Time (US & Canada) 568154816414789632,negative,1.0,Cancelled Flight,1.0,US Airways,,as4438,,0,@USAirways I realize the weather but day after day our flights keep getting Cancelled Flighted. Please prioritize ur passengers and help them,,2015-02-18 13:07:18 -0800,, 568153752533733376,negative,1.0,Customer Service Issue,1.0,US Airways,,Twinscream1,,0,@USAirways how does that help me when I get no response from there??? #usairwayssucks,,2015-02-18 13:03:05 -0800,, 568153430776287233,negative,1.0,Damaged Luggage,1.0,US Airways,,TotalRugby,,4,@USAirways @DRVRugby team is back home but luggage all wet and partly damaged - Not happy! #blizzard,,2015-02-18 13:01:48 -0800,The Rugby Universe ,Berlin 568152863962238976,positive,1.0,,,US Airways,,shhashhank,,0,@USAirways surprisingly quick response time by you and them. Thanks!,,2015-02-18 12:59:33 -0800,"Boston, MA | San Jose, CA",Arizona 568151138421207040,negative,1.0,Cancelled Flight,1.0,US Airways,,as4438,,0,@USAirways stop Cancelled Flighting flights over and over and not provide any real help to your customers. #strandedinnashville,,2015-02-18 12:52:41 -0800,, 568150866890522628,negative,1.0,Lost Luggage,1.0,US Airways,,CJLarcheveque,,0,@USAirways strikes again...lost bags. And two of them. #theworst,,2015-02-18 12:51:37 -0800,"Charlotte, NC", 568150818572144640,negative,1.0,Flight Booking Problems,0.3404,US Airways,,Gman818,,0,@USAirways had 2 Cancelled Flight my trip to LA bc weather @SouthwestAir was easy but US air is making me pay $200 to use the credit. Never again,,2015-02-18 12:51:25 -0800,, 568148808993013761,negative,1.0,Lost Luggage,0.6635,US Airways,,tannapistolis,,0,@USAirways What's the point of a baggage claim ticket if they don't scan it for tracking?,,2015-02-18 12:43:26 -0800,,Eastern Time (US & Canada) 568144060248170496,negative,1.0,Customer Service Issue,0.6479,US Airways,,Kizzinator,,0,@USAirways No access to Dividend Miles and for a week the automated phone keeps telling me to call back Late Flightr. #FRUSTRATED #LivePersonPlease,,2015-02-18 12:24:34 -0800,Boston,Eastern Time (US & Canada) 568143054856712192,negative,1.0,Lost Luggage,1.0,US Airways,,tannapistolis,,0,@USAirways you can't even track my bag to see where it is. It's like it's disappeared.,,2015-02-18 12:20:34 -0800,,Eastern Time (US & Canada) 568142922031501312,negative,1.0,Customer Service Issue,0.6788,US Airways,,JuliaSayers,,0,@USAirways Can't get ahold of anyone to speak to about missing miles. It's been over a month since travel & I've submitted twice online,,2015-02-18 12:20:02 -0800,"Birmingham, AL ",Quito 568141720556322816,negative,1.0,Late Flight,1.0,US Airways,,tayyp_,,0,"@USAirways I been sitting on this plane for 40 minutes, and they are saying another 15 minutes something about paper work. This sucks !!","[35.210373, -80.9538682]",2015-02-18 12:15:16 -0800,Made in China,Central Time (US & Canada) 568141479132200960,negative,1.0,Customer Service Issue,1.0,US Airways,,DanielaRisa,,0,@USAirways is there gonna be a better day to call? I've called on 3 separate occasions the past couple of weeks and never get to a person.,,2015-02-18 12:14:18 -0800,"Chicago, IL",Eastern Time (US & Canada) 568140468854198272,negative,0.6229,Can't Tell,0.6229,US Airways,,BigDavew2k,,0,@USAirways I spent more on the room & transportation then I did the whole flight,,2015-02-18 12:10:17 -0800,, 568140221994250240,negative,0.7179,Lost Luggage,0.7179,US Airways,,BigDavew2k,,0,@USAirways I ask for reimbursement maybe miles added to my account for my inconvenience and for the money that I had to spend,,2015-02-18 12:09:19 -0800,, 568139693574848513,negative,1.0,Customer Service Issue,0.6989,US Airways,,BigDavew2k,,0,@USAirways I asked for some reimbursement something like miles added to my account and was told to call customer service,,2015-02-18 12:07:13 -0800,, 568139479237525505,negative,1.0,Lost Luggage,1.0,US Airways,,BigDavew2k,,0,@USAirways only to come home a day Late Flight to find out you guys have lost my luggage,,2015-02-18 12:06:22 -0800,, 568139253194067968,negative,1.0,Customer Service Issue,0.6596,US Airways,,Kurt_Wirth,,0,"@USAirways Doubt it. Gate 35x is a cluster, and every agent encounter I saw (including one with me) was outright rude. Just very put off.",,2015-02-18 12:05:28 -0800,"ÜT: 43.182918,-77.651224",Eastern Time (US & Canada) 568139144515313664,negative,0.6344,Cancelled Flight,0.3333,US Airways,,BigDavew2k,,0,@USAirways I have to spend more than the cost of the flight just to get a free room and transportation to and from the airport,,2015-02-18 12:05:02 -0800,, 568138996112445440,negative,1.0,Can't Tell,0.6424,US Airways,,BigDavew2k,,0,@USAirways the voucher you give us for a hotel is useless you call the number they say no rooms available what do you expect me to do?,,2015-02-18 12:04:26 -0800,, 568138663864852481,negative,1.0,Cancelled Flight,0.6456,US Airways,,BigDavew2k,,0,"@USAirways so mad I can't even believe you guys Cancelled Flight my connecting flight after I leave the first stop, & give me a useless hotel voucher",,2015-02-18 12:03:07 -0800,, 568138172133183488,negative,1.0,Late Flight,1.0,US Airways,,MsAmanRm103,,0,"@USAirways Priorities should have been made. Considering a pending snow storm, why delay a flight for an hour & a half? I'd like an answer.",,2015-02-18 12:01:10 -0800,"Detroit, MI", 568137336095170560,negative,0.6482,Lost Luggage,0.3241,US Airways,,garyatsga,,0,@USAirways: I experienced what defines customer service on #FLT1999. A flight attendant willing to follow up with a passenger on bag charges,,2015-02-18 11:57:51 -0800,"Dallas, TX",Central Time (US & Canada) 568136286109888512,negative,1.0,Lost Luggage,1.0,US Airways,,tannapistolis,,0,@USAirways I've done everything. Still no luck in finding my bag. I don't understand how my bag could have been misplaced. Very upsetting.,,2015-02-18 11:53:40 -0800,,Eastern Time (US & Canada) 568135839814807552,negative,1.0,Can't Tell,0.66,US Airways,,raisethebarn,,0,@USAirways that wasn’t my Q but thanks. Wondering why you’re the only ones. I disguised yours to not call you out. ;) http://t.co/uH6UwuOSC0,,2015-02-18 11:51:54 -0800,"Franklin, TN",Central Time (US & Canada) 568135421445545984,negative,1.0,Customer Service Issue,0.6759,US Airways,,thesherylralph,,0,@USAirways turns into @AmericanAir with such difficulty to past loyal customer. As a AA platinum flyer usair couldn't be more unhelpful. Why,,2015-02-18 11:50:14 -0800,Right where I should be!,Pacific Time (US & Canada) 568135319876468736,negative,1.0,Late Flight,1.0,US Airways,,MsAmanRm103,,0,Yes but I will nvr fly w/ @USAirways I missed my con flight bc of a coffeemaker on FT1892 Couldn't see my father be4 they put him in a coma,,2015-02-18 11:49:50 -0800,"Detroit, MI", 568134930137550848,negative,1.0,longlines,0.3367,US Airways,,navydocdro,,0,@USAirways 40 minutes to put my TSA number in… 40 mins… and stop holding people hostage with requiring a dividends miles acct. @tsa,,2015-02-18 11:48:17 -0800,"okinawa, japan", 568134534857764864,negative,1.0,Customer Service Issue,1.0,US Airways,,Twinscream1,,0,@USAirways so I would have to go though the entire process again just to get you people on the phone???????? #usairwayssucks,,2015-02-18 11:46:43 -0800,, 568134273628155904,negative,1.0,Customer Service Issue,0.6827,US Airways,,Twinscream1,,0,"@USAirways really, so what does that mean??? #usairwayssucks",,2015-02-18 11:45:40 -0800,, 568134058242400256,positive,0.63,,,US Airways,,MaxImumZero386,,0,@USAirways thanks! Can you help remind the agents it's ok? Ps. Heard rumors of a streaming wifi TV/movie service you might be installing,,2015-02-18 11:44:49 -0800,Planet Earth, 568133754142793728,negative,1.0,Late Flight,1.0,US Airways,,willary,,0,"@USAirways nope, done. Was supposed to get home at 9pm and didn't get home until midnight. #NeverAgain",,2015-02-18 11:43:37 -0800,"Washington, D.C.",Eastern Time (US & Canada) 568132101729443841,negative,1.0,Customer Service Issue,1.0,US Airways,,annatrubin,,0,"@USAirways the only way to assist, is to actually answer the phone.",,2015-02-18 11:37:03 -0800,,Eastern Time (US & Canada) 568129940371214336,negative,1.0,Customer Service Issue,1.0,US Airways,,navydocdro,,0,@USAirways would it kill you to give me 30-60 seconds of bad muzak instead of constant commercials while on hold?,,2015-02-18 11:28:27 -0800,"okinawa, japan", 568128904260685824,negative,1.0,Customer Service Issue,0.6482,US Airways,,navydocdro,,0,@usairways would it kill you to let me put my tsaprecheck number on my reservation?,,2015-02-18 11:24:20 -0800,"okinawa, japan", 568128753223794688,negative,1.0,Flight Booking Problems,1.0,US Airways,,navydocdro,,0,"@usairways would it kill you to not let 3,000 miles expire",,2015-02-18 11:23:44 -0800,"okinawa, japan", 568128665801900032,negative,1.0,Late Flight,0.6111,US Airways,,navydocdro,,0,@usairways would it kill you to let me know how many minutes I might be on hold?,,2015-02-18 11:23:23 -0800,"okinawa, japan", 568128399035772928,negative,1.0,Lost Luggage,0.3715,US Airways,,BionicSocialite,,0,@USAirways a $100 @Samsonite - totaled. Not happy. Not at all.,,2015-02-18 11:22:20 -0800,"Fort Wayne, IN",Indiana (East) 568127477555441664,negative,1.0,Customer Service Issue,1.0,US Airways,,Twinscream1,,0,@USAirways I have sent letter after letter and get back nothing but form letters and half baked reply's #usairwaysssuck,,2015-02-18 11:18:40 -0800,, 568126621611372545,negative,1.0,Flight Attendant Complaints,0.6867,US Airways,,mscaitw,,0,"@USAirways the least comforting thing from your pilot after sitting on a stationary plane for 3 hours is ""I don't really know what happened""",,2015-02-18 11:15:16 -0800,,Eastern Time (US & Canada) 568124226135130112,positive,0.6556,,,US Airways,,AndrwM,,0,.@USAirways thanks!,,2015-02-18 11:05:45 -0800,"Greenville, SC",Eastern Time (US & Canada) 568123193577177089,negative,1.0,Can't Tell,0.6623,US Airways,,Twinscream1,,0,@USAirways my number is 214-725-1966. CANT WAIT...LOL #usairsucks,,2015-02-18 11:01:39 -0800,, 568123010638483456,negative,1.0,Customer Service Issue,1.0,US Airways,,Twinscream1,,0,@USAirways Have him call me. I cant wait to see if anything happens. Your service really sucks.#usairwayssucks,,2015-02-18 11:00:55 -0800,, 568121535233458176,positive,1.0,,,US Airways,,CaraModisett,,0,@USAirways she also appreciated having her very own hashtag! :) #lucycat,,2015-02-18 10:55:03 -0800,"Memphis, Tennessee",Central Time (US & Canada) 568119831519739904,negative,1.0,Late Flight,1.0,US Airways,,travelersally,,0,@scm1133 @USAirways we hate delays!! have you tried any of these?! http://t.co/7STktJXAN1 (although we're not sure what a timbit is...),,2015-02-18 10:48:17 -0800,Atlanta,Eastern Time (US & Canada) 568118361701265408,negative,1.0,Lost Luggage,0.3478,US Airways,,The_Big_Guy27,,0,@USAirways Big fail on not having curbside baggage in Pittsburgh and you charge 30 dollars a bag!!,,2015-02-18 10:42:27 -0800,US,Eastern Time (US & Canada) 568117268254568448,neutral,0.6516,,,US Airways,,natedunn,,0,"@USAirways Is it possible to earn Dividend Miles for a passenger that is not me, even if I am purchasing the tickets?",,2015-02-18 10:38:06 -0800,"Phoenix, AZ",Pacific Time (US & Canada) 568116895305617409,negative,0.6511,Lost Luggage,0.6511,US Airways,,seungminkim,,0,"@USAirways I hope so, too. Thank you for your help. She traveled halfway across the globe and just wants her suitcase.",,2015-02-18 10:36:37 -0800,"Washington, D.C.",Quito 568116768868159488,negative,0.6816,Flight Booking Problems,0.35200000000000004,US Airways,,LayneHillesland,,0,@USAirways would you consider honoring the original fare price if I were to try Flight Booking Problems the ticket again?,,2015-02-18 10:36:07 -0800,, 568116602186502144,negative,0.6576,Flight Booking Problems,0.6576,US Airways,,alvarez16,,0,"@USAirways booked an award ticket recently, now same ticket is less miles. how do I contact you without using the online form or phone?",,2015-02-18 10:35:27 -0800,USA,Eastern Time (US & Canada) 568116534855503872,positive,1.0,,,US Airways,,Logunov_Daniil,,0,@USAirways YOU ARE THE BEST!!! FOLLOW ME PLEASE;)🙏🙏🙏✌️✌️✌️🙏🙏🙏,,2015-02-18 10:35:11 -0800,"Russia, Россия",Abu Dhabi 568115611814858752,negative,0.6698,Flight Attendant Complaints,0.3503,US Airways,,MusJew2daRescue,,0,@USAirways would be more pleased if you reassess your business practices. Goal should be to have passengers on plane as little as possible,,2015-02-18 10:31:31 -0800,Earth, 568114056034324480,negative,1.0,Customer Service Issue,0.34700000000000003,US Airways,,LayneHillesland,,0,"@USAirways that's ok, just know that I'll most likely never book with you again",,2015-02-18 10:25:20 -0800,, 568113981866446848,negative,1.0,Customer Service Issue,1.0,US Airways,,Twinscream1,,0,@USAirways I followed you complaint procedure only to get a run around. Your service SUCKS #usairwayssuck,,2015-02-18 10:25:02 -0800,, 568113601480757248,negative,1.0,Late Flight,1.0,US Airways,,MusJew2daRescue,,0,"@USAirways I don't mind waiting, I mind waiting on a plane, when I shouldn't have had to. The airport has more room and you know.. food!",,2015-02-18 10:23:32 -0800,Earth, 568112409841238016,negative,0.6677,Customer Service Issue,0.3345,US Airways,,cheerldrguy,,0,"@usairways That is appreciated. However, the system tells you call back Late Flightr then ends the call. No need to reply, thanks.",,2015-02-18 10:18:48 -0800,"Palm Springs, CA",Pacific Time (US & Canada) 568112232208293889,negative,1.0,Bad Flight,0.3684,US Airways,,MusJew2daRescue,,0,@USAirways why would you board ppl on a plane b4 its their turn to de-ice? Why would you have ppl then wait through the hour long process?,,2015-02-18 10:18:05 -0800,Earth, 568112076549451776,negative,1.0,Customer Service Issue,0.6608,US Airways,,seungminkim,,0,@USAirways I tried that before using Twitter. Also gave me no helpful information. Thank you anyway,,2015-02-18 10:17:28 -0800,"Washington, D.C.",Quito 568111402084401152,negative,1.0,Customer Service Issue,0.6739,US Airways,,drinkie,,0,"@usairways I am sure you are sincere in your apology, its disappointing from a customer perspective when you want loyal customers #options",,2015-02-18 10:14:47 -0800,Delaware,Eastern Time (US & Canada) 568111178708336640,negative,1.0,Flight Booking Problems,0.3813,US Airways,,LayneHillesland,,0,@USAirways Yeah I know that...but now I'll have to spend almost 500 dollars more on my ticket since the price has gone up over the week,,2015-02-18 10:13:54 -0800,, 568111010856480768,negative,1.0,Can't Tell,0.6667,US Airways,,AngelicaJoni1,,1,@USAirways yeah either by refunding my money or 2 free round trips to compensate for all the trouble we were put through.,,2015-02-18 10:13:14 -0800,NY, 568110197966643201,negative,1.0,Can't Tell,0.6397,US Airways,,MusJew2daRescue,,0,"@USAirways Are you an incompetent airline every day, or just days that end in 'y'?",,2015-02-18 10:10:00 -0800,Earth, 568108522313015296,negative,0.6768,Flight Booking Problems,0.3434,US Airways,,LayneHillesland,,0,@USAirways There isn't a ticket number...the transaction is still pending.,,2015-02-18 10:03:21 -0800,, 568107310117212161,negative,0.6519,Can't Tell,0.3311,US Airways,,MaxImumZero386,,0,"@USAirways do families no longer get early boarding with young kids? American, your new parent, gives it to us...",,2015-02-18 09:58:32 -0800,Planet Earth, 568106916897034241,negative,1.0,Late Flight,0.6773,US Airways,,scm1133,,0,@USAirways not patient - originally 11:51 and now 4:41.,,2015-02-18 09:56:58 -0800,,London 568106783241211904,negative,0.6489,Customer Service Issue,0.3511,US Airways,,MoamarMoMoney,,0,@USAirways your agent did not say,"[41.15955496, -81.39767448]",2015-02-18 09:56:26 -0800,,Eastern Time (US & Canada) 568106054283882496,negative,0.6737,Lost Luggage,0.6737,US Airways,,EMonzon14,,0,"@USAirways no, they could be at Laguardia, JFK or Charlotte. I have no idea where they are now tho",,2015-02-18 09:53:32 -0800,, 568105570215055360,negative,1.0,Bad Flight,0.3684,US Airways,,Carlito_Sway,,0,@USAirways they said because there was no meal on my flight they would not - what airline serves food anymore? Update in policy?,,2015-02-18 09:51:37 -0800,"Miami,Fl",Central Time (US & Canada) 568105051622756352,negative,0.6739,Customer Service Issue,0.6739,US Airways,,MoamarMoMoney,,0,"@USAirways It is the 2nd person when I called again to ask, could not catch her name, rejected the request","[41.16013713, -81.39768211]",2015-02-18 09:49:33 -0800,,Eastern Time (US & Canada) 568104985935753216,negative,0.634,Customer Service Issue,0.634,US Airways,,cheerldrguy,,0,@USAirways must be nice to take your customer service phone off the hook! #fendforyourself,,2015-02-18 09:49:18 -0800,"Palm Springs, CA",Pacific Time (US & Canada) 568104744025268224,negative,1.0,Lost Luggage,1.0,US Airways,,seungminkim,,0,"@USAirways that link is broken. But if it's the online baggage locator, I already tried it and it gave me no useful information.",,2015-02-18 09:48:20 -0800,"Washington, D.C.",Quito 568104590387884032,negative,1.0,Customer Service Issue,1.0,US Airways,,LayneHillesland,,0,"@USAirways Spoke on the phone 3 or 4 times, but no resolution. I'm still waiting to get my money back but now prices are jacked up",,2015-02-18 09:47:43 -0800,, 568103967185444866,positive,0.6871,,0.0,US Airways,,MoamarMoMoney,,0,@USAirways thanks for reaching out to me. My Gold Div no. 2k424j0. My Flights were changed under Confirmation # DNX58V.,"[41.16012493, -81.39760735]",2015-02-18 09:45:15 -0800,,Eastern Time (US & Canada) 568102228587884545,negative,1.0,Late Flight,0.6585,US Airways,,Carlito_Sway,,0,@USAirways stranded in Philly- #Starving and can't get a meal voucher even though your plane had mechanical issue / next flight in 10 hrs,,2015-02-18 09:38:20 -0800,"Miami,Fl",Central Time (US & Canada) 568100935769006080,negative,1.0,Customer Service Issue,1.0,US Airways,,amfnyc,,0,@USAirways On hold for an hour...connected to the wrong department by your automated system...transferred and now another 45 min & counting,,2015-02-18 09:33:12 -0800,,Eastern Time (US & Canada) 568100712309256192,positive,0.6678,,0.0,US Airways,,claytonconway,,0,@USAirways yes and our flight attendant (who is wonderful btw) secured the tray table so it's not flailing about. http://t.co/JhXWMuTx4G,,2015-02-18 09:32:19 -0800,Seattle, 568100371794665472,negative,1.0,Lost Luggage,1.0,US Airways,,tannapistolis,,0,@USAirways link doesn't work and I've tried tracking my bag several times. Still doesn't clarify where it is.,,2015-02-18 09:30:58 -0800,,Eastern Time (US & Canada) 568095863731433473,positive,1.0,,,US Airways,,CateItaliano,,0,@USAirways thanks for seating me next to 2 hot athletes. This flight is significantly better now!,,2015-02-18 09:13:03 -0800,Wonderland,Central Time (US & Canada) 568094172508336128,positive,1.0,,,US Airways,,kimlipp,,0,@USAirways Thank you!!! On our way to get her bag now - thanks to having that number 😊,,2015-02-18 09:06:20 -0800,"Fernandina Beach, FL",Eastern Time (US & Canada) 568089253424594944,neutral,0.6847,,0.0,US Airways,,NChanelJoy,,0,@USAirways how do you give stand by seats to ticketed passengers who you know have a connecting flight ?,,2015-02-18 08:46:47 -0800,,Eastern Time (US & Canada) 568088650430468096,negative,1.0,longlines,0.3609,US Airways,,NChanelJoy,,1,@USAirways Would you guys please send service agents to gate B15 in Philly? All the people missed there connections and there's only 2.,,2015-02-18 08:44:23 -0800,,Eastern Time (US & Canada) 568088090620919808,negative,1.0,Customer Service Issue,1.0,US Airways,,NChanelJoy,,1,Spend 1 HOUR on hold with @USAirways .,,2015-02-18 08:42:10 -0800,,Eastern Time (US & Canada) 568087789004300288,negative,1.0,Late Flight,1.0,US Airways,,NChanelJoy,,1,@USAirways why would a flight arrive Late Flight or leave when 60% of your passengers have a connection?,,2015-02-18 08:40:58 -0800,,Eastern Time (US & Canada) 568087284483928064,negative,1.0,Damaged Luggage,1.0,US Airways,,RAEtnyre,,0,@USAirways last 2 times I checked a bags they were severally damaged. No one answers the baggage call line for status? #chairmanlove,,2015-02-18 08:38:57 -0800,,Arizona 568084495078785024,negative,1.0,Customer Service Issue,1.0,US Airways,,djxsv,,0,@USAirways this is crazy. Haven't spoken to a human yet. There has to be a better way. http://t.co/mEOAlCIPdD,,2015-02-18 08:27:52 -0800,"Charlottesville, VA.",Eastern Time (US & Canada) 568084209656573952,neutral,1.0,,,US Airways,,NChanelJoy,,1,@usairways can I get assistance on flight #611? Plane just landed from HPN and I have a connection to ATL.,,2015-02-18 08:26:44 -0800,,Eastern Time (US & Canada) 568083251866152960,negative,1.0,Late Flight,0.617,US Airways,,JessBenge,,0,"@USAirways you got me home 30 hours after you were supposed to... I was living in an airport, you offered no monetary assistance!","[30.44405028, -84.23614305]",2015-02-18 08:22:56 -0800,, 568083224146149376,negative,1.0,Customer Service Issue,0.6963,US Airways,,amfnyc,,0,@USAirways I've been trying for DAYS! And I don't get hung up on until after I get through all the prompts. What am I to do??,,2015-02-18 08:22:49 -0800,,Eastern Time (US & Canada) 568081558625759233,negative,1.0,Customer Service Issue,1.0,US Airways,,djxsv,,0,@USAirways Why not have an option for a call back? I'm just sitting here burning through my minutes waiting for an error to be fixed.,,2015-02-18 08:16:12 -0800,"Charlottesville, VA.",Eastern Time (US & Canada) 568081401053974528,negative,1.0,Customer Service Issue,1.0,US Airways,,_JoeChuck,,0,@USAirways 2 days and 2 hours on hold the other day. Charge me double for flights and can't even fix it. Worst service I've ever had,,2015-02-18 08:15:35 -0800,CT to Queens ,Eastern Time (US & Canada) 568080349286301697,negative,1.0,Customer Service Issue,1.0,US Airways,,amfnyc,,0,@USAirways I've been trying to call you for days and every time the system is overloaded and disconnects. Really? A global company? Help!,,2015-02-18 08:11:24 -0800,,Eastern Time (US & Canada) 568080078875324416,negative,1.0,Customer Service Issue,1.0,US Airways,,suzanneboles,,0,"@USAirways Also, we are in family crisis & you charge full price for all these flights, PLUS $200 2 change flights, even for emergencies.",,2015-02-18 08:10:19 -0800,"London, ON'",Eastern Time (US & Canada) 568079676612087808,negative,0.6806,Customer Service Issue,0.6806,US Airways,,JessBenge,,0,@USAirways where's my apology?,"[30.44414315, -84.23627649]",2015-02-18 08:08:43 -0800,, 568079633998086144,negative,1.0,Customer Service Issue,1.0,US Airways,,suzanneboles,,0,@USAirways Thank you. But it is sad that she couldn't talk 2 a REAL person & kept getting disconnected by an automated msg.,,2015-02-18 08:08:33 -0800,"London, ON'",Eastern Time (US & Canada) 568079446592385025,negative,1.0,Cancelled Flight,0.6717,US Airways,,Barrkari,,0,"@USAirways flight today showing on time online, not able to check in. Called & told was Cancelled Flightled, put on hold over an hr ago. Help?",,2015-02-18 08:07:49 -0800,, 568079024943194112,negative,0.6652,Can't Tell,0.3456,US Airways,,mark7579,,0,"@USAirways new tag line ""but we got you there alive!""",,2015-02-18 08:06:08 -0800,"Richmond, Virginia",Lima 568078627687890946,negative,1.0,Customer Service Issue,1.0,US Airways,,_JoeChuck,,0,@USAirways 2 days in a row I call and still can't get anyone on the phone. Do you actually have any employees?,,2015-02-18 08:04:33 -0800,CT to Queens ,Eastern Time (US & Canada) 568077746481586176,neutral,0.6845,,0.0,US Airways,,SeanOB19,,0,"@USAirways announced that people going to FL via Charlotte would have to go to a different plane & gate, but it was a 'direct flight' #logic",,2015-02-18 08:01:03 -0800,,Central Time (US & Canada) 568077686507229184,neutral,0.6765,,0.0,US Airways,,asherhuey,,0,@USAirways just realized my @AmericanAir advantage number wasn't used for my flight. How do I get my ff miles?,,2015-02-18 08:00:49 -0800,"Washington, DC", 568077470085341184,negative,1.0,Can't Tell,1.0,US Airways,,mark7579,,0,@USAirways Does your company see passengers as customers or just $$$?,,2015-02-18 07:59:57 -0800,"Richmond, Virginia",Lima 568077090656002048,negative,0.7102,Customer Service Issue,0.7102,US Airways,,KillDaWabbit2,,0,@USAirways Is there a way to have someone contact me when you have an agent available? Need help Flight Booking Problems an award flight.,,2015-02-18 07:58:27 -0800,, 568076483664568320,negative,1.0,Late Flight,1.0,US Airways,,Als_TopTeeth,,0,@USAirways flight is delayed 5 hours. No reason given. Sure love flying with your airline. #whatajoke,,2015-02-18 07:56:02 -0800,, 568075934609346560,negative,0.6819,Lost Luggage,0.6819,US Airways,,kimlipp,,0,"@USAirways So we got her home, now we just need her bag. Is there a direct desk number for Savannah?",,2015-02-18 07:53:51 -0800,"Fernandina Beach, FL",Eastern Time (US & Canada) 568075902493593600,negative,0.6536,Lost Luggage,0.6536,US Airways,,tannapistolis,,0,@USAirways I hope so. Last I spoke to the baggage team... they weren't sure what city my bag was in.,,2015-02-18 07:53:44 -0800,,Eastern Time (US & Canada) 568074163270905856,positive,0.6505,,,US Airways,,aparisbonvoyage,,0,"@USAirways Thank you, busy times.",,2015-02-18 07:46:49 -0800,, 568073860911927296,negative,1.0,Late Flight,1.0,US Airways,,michellishelli,,0,"@USAirways My flight was delayed and rerouted, and not so much as a ""sorry for your inconvenience"" from the check-in agent? #notimpressed",,2015-02-18 07:45:37 -0800,London, 568073698877554689,negative,1.0,Late Flight,1.0,US Airways,,TabersAmerica,,0,"@USAirways @AmericanAir 90 min delay thanks to ""maintenance issues"". Thanks for wasting a day.",,2015-02-18 07:44:58 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 568073191068794880,negative,1.0,Customer Service Issue,1.0,US Airways,,istackfranklins,,0,"@USAirways Not one to complain much but really 1 hour 15minutes and still nothing. Agents or Agent ⤵ http://t.co/Q5SB0DaVuy",,2015-02-18 07:42:57 -0800,, 568072770103308288,positive,0.6554,,,US Airways,,Shrubbette,,0,@USAirways thanks :),,2015-02-18 07:41:17 -0800,"Melbourne, Australia",Adelaide 568070522908442625,negative,1.0,Customer Service Issue,0.6583,US Airways,,lisascott09,,0,@USAirways thanks for crappy hotel with no food and a taxi bill followed by being on standby for your Cancelled Flightlation. #USAirways,,2015-02-18 07:32:21 -0800,,Central Time (US & Canada) 568070439945306112,neutral,1.0,,,US Airways,,Shrubbette,,0,"@USAirways through, can you confirm that I haven't been charged?",,2015-02-18 07:32:01 -0800,"Melbourne, Australia",Adelaide 568070386627305472,negative,1.0,Flight Booking Problems,1.0,US Airways,,Shrubbette,,0,"@USAirways Hey! I booked a flight (Isabelle Gramp, Boston to LAX), and it said that it charged my credit card but the transaction didn't go",,2015-02-18 07:31:49 -0800,"Melbourne, Australia",Adelaide 568069549591035904,positive,1.0,,,US Airways,,Logunov_Daniil,,0,"@USAirways YOU ARE AMAZING!!! FOLLOW ME BACK, PLEASE!!!🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏",,2015-02-18 07:28:29 -0800,"Russia, Россия",Abu Dhabi 568069363280035840,negative,1.0,Customer Service Issue,0.6747,US Airways,,KillDaWabbit2,,0,"@USAirways I've been on hold with your Divident Miles service desk for 45 minutes, and that's after being hung up on the first time.",,2015-02-18 07:27:45 -0800,, 568066292114001921,negative,1.0,Cancelled Flight,1.0,US Airways,,lisascott09,,0,@USAirways is useless airways. Day 2 trying to get home on standby as a result of their Cancelled Flightlation. #USAirways,,2015-02-18 07:15:32 -0800,,Central Time (US & Canada) 568064972086906880,negative,1.0,Customer Service Issue,1.0,US Airways,,istackfranklins,,0,"@USAirways This is how vacations get Cancelled Flightled been on hold ⤵for 40+ minutes still havent talked to anyone. #failure http://t.co/ef4P0HISHb",,2015-02-18 07:10:18 -0800,, 568064947214782464,negative,0.6762,Customer Service Issue,0.6762,US Airways,,GignacForLowell,,0,@USAirways for a response in 3-4 days? No thanks,,2015-02-18 07:10:12 -0800,"Lowell, Ma", 568064178478571520,negative,1.0,Customer Service Issue,1.0,US Airways,,snptaylor,,0,@USAirways will never travel with you again. This is insanity. storms are inevitable but making us hold to just add a lap child #badservice,,2015-02-18 07:07:08 -0800,, 568064027437301760,negative,1.0,Late Flight,1.0,US Airways,,DustyJonas,,0,@USAirways any word on flight 1748 getting out of DFW in the near future? Stuck on plane at gate for over an hour,,2015-02-18 07:06:32 -0800,"Dallas, TX",Central Time (US & Canada) 568063386321158145,positive,0.6445,,,US Airways,,RoryPhilbin1,,0,@USAirways thanks so much!,,2015-02-18 07:04:00 -0800,NYC/London , 568063225859739648,neutral,1.0,,,US Airways,,RoryPhilbin1,,0,@USAirways I recently moved and got a new license and when I booked my flight months ago I used my old license do I need to change that?,,2015-02-18 07:03:21 -0800,NYC/London , 568063182230724608,neutral,0.6854,,0.0,US Airways,,sternjoe92,,0,"@USAirways No, this is a systemic problem. Mail comes from 153.69.214.203 but USAirways SPF record disallows it. DM me for more detail",,2015-02-18 07:03:11 -0800,, 568063122755485696,negative,1.0,Customer Service Issue,1.0,US Airways,,snptaylor,,0,@USAirways little help to us! My husband has been on hold for an hour for something that take 5 minutes to complete.,,2015-02-18 07:02:57 -0800,, 568062007108190210,neutral,1.0,,,US Airways,,RoryPhilbin1,,0,@USAirways I recently moved and got a new license and when I booked my flight a months ago I used my old license do I need to change that?,,2015-02-18 06:58:31 -0800,NYC/London , 568061470933540864,negative,1.0,Late Flight,0.34700000000000003,US Airways,,kelliwilson02,,0,@USAirways we might need a plane to get somewhere but just remember that you aren't the only choice #makeovertime#customerserviceplease,,2015-02-18 06:56:23 -0800,Houston Texas,Central Time (US & Canada) 568061283200839681,negative,1.0,Can't Tell,0.6542,US Airways,,snptaylor,,0,@USAirways still can't get through and travel in 2 days. #ridiculous #donthavehighhopes,,2015-02-18 06:55:38 -0800,, 568061166871846912,negative,0.68,Can't Tell,0.35,US Airways,,sternjoe92,,0,@USAirways has an SPF record error that is causing e-mail from noreply@usairwaysmobile.com to go to spam filters. DNS admin needs to fix!,,2015-02-18 06:55:10 -0800,, 568059390135304193,positive,1.0,,,US Airways,,Logunov_Daniil,,0,@USAirways YOU ARE THE BEST!!! FOLLOW ME PLEASE;)🙏🙏🙏✌️✌️✌️🙏🙏🙏,,2015-02-18 06:48:07 -0800,"Russia, Россия",Abu Dhabi 568058820376854528,negative,1.0,Bad Flight,1.0,US Airways,,claytonconway,,0,@USAirways so the seat next to me (19B) on flight 1943 to Seattle has a tray table that is falling off... http://t.co/HAJ5lKqjW4,,2015-02-18 06:45:51 -0800,Seattle, 568057241435303936,negative,1.0,Can't Tell,1.0,US Airways,,kvetcher,,0,",@USAirways 2nd time this occurred in 3 weeks. I'm not patient. I have no choice. #Antitrust issue",,2015-02-18 06:39:35 -0800,"Major metro area, USA",Eastern Time (US & Canada) 568057232392380416,negative,1.0,Customer Service Issue,1.0,US Airways,,PastorMRobinson,,0,@USAirways my vacation budget was blown bc of the lack of communication from USAirways. I will never use them again or refer anyone!,,2015-02-18 06:39:32 -0800,Lexington,Central Time (US & Canada) 568055678201438208,negative,1.0,Cancelled Flight,1.0,US Airways,,_MeAndMariah,,0,@USAirways Credit to my bank account for the two days of work that I've missed because of these Cancelled Flightlations.,,2015-02-18 06:33:22 -0800,where you want to be.,Eastern Time (US & Canada) 568055631065653250,negative,0.6547,Flight Booking Problems,0.3353,US Airways,,kelliwilson02,,0,@USAirways I don't need to rebook I need to know the policy,,2015-02-18 06:33:11 -0800,Houston Texas,Central Time (US & Canada) 568055537952284672,negative,1.0,Cancelled Flight,0.6923,US Airways,,_MeAndMariah,,0,"@USAirways No reFlight Booking Problems necessary. I can't afford to deal this kind of unprofessionalism again. I would, however, like some type of credit.",,2015-02-18 06:32:48 -0800,where you want to be.,Eastern Time (US & Canada) 568053919575875584,neutral,0.6507,,0.0,US Airways,,Kyle_Clarke528,,0,@USAirways what are the odds you can get me on a flight with delta so I can actually get to Orlando today?? #2daysLate Flight,,2015-02-18 06:26:23 -0800,"Worthington, Ohio",Central Time (US & Canada) 568053728944791552,negative,1.0,longlines,1.0,US Airways,,_MeAndMariah,,0,@USAirways we're all standing here and no one is saying anything. I'll most likely be missing my flight to BWI AGAIN. http://t.co/JhaU4K48yv,,2015-02-18 06:25:37 -0800,where you want to be.,Eastern Time (US & Canada) 568053507179163648,neutral,0.6351,,0.0,US Airways,,akobilarov,,0,@USAirways How long does it take to receive ticket # from @AmericanAir for itin booked via http://t.co/79waJk7EyT on US flights?,,2015-02-18 06:24:44 -0800,South Carolina,Eastern Time (US & Canada) 568053414682361856,negative,1.0,Customer Service Issue,1.0,US Airways,,laurenpolinsky,,0,@USAirways that is the most useless tweet I've ever seen out of you.,,2015-02-18 06:24:22 -0800,,Mountain Time (US & Canada) 568053242426470401,negative,1.0,Customer Service Issue,0.6275,US Airways,,_MeAndMariah,,0,@USAirways this is got to be the worst service I've ever seen with an airline. 3 Cancelled Flightled flights. Rude employees. Currently flight delayed,,2015-02-18 06:23:41 -0800,where you want to be.,Eastern Time (US & Canada) 568050773910622209,negative,1.0,Customer Service Issue,1.0,US Airways,,kelliwilson02,,0,@USAirways so you're going to make me wait that long on the phone line when you can help me? # that's part of the problem,,2015-02-18 06:13:53 -0800,Houston Texas,Central Time (US & Canada) 568046797475553280,negative,1.0,Customer Service Issue,0.6817,US Airways,,jerseygirl4444,,0,@USAirways now over 2 hrs. Can't wait anymore. 2 hrs for nothing. Now what?? #frustrated #USAirways http://t.co/BuwjTVUWKM,,2015-02-18 05:58:04 -0800,NJ,Quito 568045111189372928,negative,1.0,Customer Service Issue,1.0,US Airways,,aakopel,,0,@usairways I've called for 3 days and can't get thru. is there some secret method i can use that doesn't result in you hanging up on me?,,2015-02-18 05:51:22 -0800,"Indianapolis, IN, USA",Eastern Time (US & Canada) 568044626654806016,negative,0.6743,Late Flight,0.3668,US Airways,,kelliwilson02,,0,@USAirways what is policy on changing flight to different dates once your flight has been delayed?,,2015-02-18 05:49:27 -0800,Houston Texas,Central Time (US & Canada) 568040818059190273,neutral,0.6551,,0.0,US Airways,,MiddleSeatView,,0,@USAirways I just checked in online for tomorrow's flight - thought I should get auto upgrade? (Already got the email saying no seats),,2015-02-18 05:34:19 -0800,"Washington, D.C.",Atlantic Time (Canada) 568039715699609600,neutral,1.0,,,US Airways,,mpordes,,0,@USAirways last name Pordes,,2015-02-18 05:29:56 -0800,, 568039648964026368,neutral,1.0,,,US Airways,,mpordes,,0,@USAirways tell reservations to rebook me from 5080 to 5129,,2015-02-18 05:29:40 -0800,, 568039498015223808,negative,1.0,Flight Booking Problems,0.6655,US Airways,,mpordes,,0,"@USAirways why aren't twitter and reservations connected? What do people want? Reservations, duh?!?!",,2015-02-18 05:29:04 -0800,, 568037876761546753,positive,0.6983,,0.0,US Airways,,RealcornerboyT,,0,@USAirways still not in the air for deicing of plane. I'll miss connect but customer service was helpful.I'm hoping to catch the next flight,,2015-02-18 05:22:38 -0800,Any Martin Luther St., 568036804542275584,neutral,0.6923,,0.0,US Airways,,Cuvols,,0,@usairways Trying to go Nashville to London and just have no idea when would be a good time to fly out of Nashville right now. @AmericanAir,,2015-02-18 05:18:22 -0800,London ,Central Time (US & Canada) 568035844088590336,negative,1.0,Customer Service Issue,1.0,US Airways,,jerseygirl4444,,0,@usairways #usairways #unacceptable #holdtime REALLY?! http://t.co/UPp41AbxrQ,,2015-02-18 05:14:33 -0800,NJ,Quito 568034808598810625,negative,0.6773,Flight Booking Problems,0.3489,US Airways,,mpordes,,0,@USAirways what do I push to rebook with that 800 number,,2015-02-18 05:10:26 -0800,, 568034537411895296,negative,0.6227,Late Flight,0.3168,US Airways,,mpordes,,0,@USAirways tell the flight from clt to srq 5080 to wait!!!!!!,,2015-02-18 05:09:21 -0800,, 568033591973847040,negative,1.0,Lost Luggage,0.6774,US Airways,,Sama53,,0,@USAirways @BohnJai they lost my bag @PHL baggage handlers broke open my bag and stole my camera,,2015-02-18 05:05:36 -0800,,Eastern Time (US & Canada) 568032561462689793,neutral,0.6762,,0.0,US Airways,,MiddleSeatView,,0,"@USAirways if there are empty first class seats on my flight at check in, why wouldn't I be automatically upgraded?",,2015-02-18 05:01:30 -0800,"Washington, D.C.",Atlantic Time (Canada) 568032524749942784,negative,1.0,Customer Service Issue,0.6725,US Airways,,acimino,,0,"@USAirways grades for this trip: Flight timeliness: 👎✈️ Cancelled Flightations: 👎😬 Customer Service: 👎😡 Flight attendants: 😊👏","[35.23185283, -80.96487203]",2015-02-18 05:01:22 -0800,"Atlanta, Ga. ",Eastern Time (US & Canada) 568031706944540672,negative,0.6734,Flight Attendant Complaints,0.3573,US Airways,,_DeeGotDaLoud,,0,"@USAirways Thanks means a lot after I was verbally cussed out, charged extra for a bag, & then told "" I don't feel like dealing with it"" 😒",,2015-02-18 04:58:07 -0800,Tri-State , 568030511530172416,negative,0.6648,Late Flight,0.3541,US Airways,,mpordes,,0,@USAirways stuck in cae need reFlight Booking Problems for next flight possibly dm for more info,,2015-02-18 04:53:22 -0800,, 568029718173356033,negative,1.0,Flight Attendant Complaints,0.6545,US Airways,,_DeeGotDaLoud,,0,@USAirways Has the most useless & Rude employees ever at Philadelphia airport never again will I fly with them ! 😤,,2015-02-18 04:50:12 -0800,Tri-State , 568029682626650112,positive,1.0,,,US Airways,,BobMargolis,,0,@USAirways You all work hard at making sure things flow smoothly. Keeping positive.,,2015-02-18 04:50:04 -0800,On a mountain in Eastern PA,Eastern Time (US & Canada) 568029222574407680,positive,1.0,,,US Airways,,RealcornerboyT,,0,@USAirways we are boarding now but have yet to depart. Thanks for the response.,,2015-02-18 04:48:14 -0800,Any Martin Luther St., 568027698452426752,positive,0.6688,,0.0,US Airways,,FlashGilbert,,0,@USAirways I totally understand the weather. Just frustrated. Thanks!,,2015-02-18 04:42:11 -0800,"washington, dc", 568026425535516674,negative,0.6524,Flight Booking Problems,0.3367,US Airways,,JackLevin12,,0,"@USAirways tell them to get on that, please.",,2015-02-18 04:37:07 -0800,,Quito 568024213753364480,negative,1.0,Late Flight,1.0,US Airways,,FlashGilbert,,0,@USAirways @SDFAirport I really needed to be back home yesterday and at work at 9am today. Been on plane and sitting for an hour #peeved,,2015-02-18 04:28:20 -0800,"washington, dc", 568022599843893248,negative,0.3638,Flight Attendant Complaints,0.3638,US Airways,,RealcornerboyT,,0,@USAirways gate agents are now working with everyone to resolve connecting flight issues which is my concern,,2015-02-18 04:21:55 -0800,Any Martin Luther St., 568022411783888896,negative,1.0,Cancelled Flight,1.0,US Airways,,RealcornerboyT,,0,@USAirways 5534. That's the flight I was placed on after original flight to Charlotte was Cancelled Flightled. Now 5534 is on 1hr delay,,2015-02-18 04:21:10 -0800,Any Martin Luther St., 568018287302447104,positive,1.0,,,US Airways,,atHomeinProv,,0,@USAirways Thx to gate agt John Pascucci for finding us a flight from CLT to PVD after our original one was Cancelled Flightled http://t.co/YiwLhQhZgp,,2015-02-18 04:04:47 -0800,"Providence, Rhode Island",Eastern Time (US & Canada) 568016802191683586,negative,1.0,Late Flight,1.0,US Airways,,RealcornerboyT,,0,"@USAirways, 1st a reaccommodation, now a delayed flight for this one. & the Gate Agent still hasn't mumbled a word. Folks getting anxious.",,2015-02-18 03:58:53 -0800,Any Martin Luther St., 568015003883859969,positive,1.0,,,US Airways,,Logunov_Daniil,,0,@USAirways YOU ARE THE BEST!!! FOLLOW ME PLEASE;)🙏🙏🙏✌️✌️✌️🙏🙏🙏,,2015-02-18 03:51:44 -0800,"Russia, Россия",Abu Dhabi 568013199599120384,negative,1.0,Flight Attendant Complaints,0.6421,US Airways,,jtalarcek,,0,@USAirways please don't go to the check in process @AmericanAir uses at #MCO. It's an absolute disaster.,,2015-02-18 03:44:34 -0800,Orlando,Eastern Time (US & Canada) 568010412798509056,negative,1.0,Customer Service Issue,1.0,US Airways,,Jeff_Baert,,0,@USAirways how about a phone # to talk to a real person?,"[43.0460116, -84.4795683]",2015-02-18 03:33:30 -0800,Mid Michigan,Eastern Time (US & Canada) 568008391773196288,negative,1.0,Customer Service Issue,0.3768,US Airways,,Jeff_Baert,,0,@USAirways over 4 weeks since you took our money and left us stranded 9 hours from home. Had to rent a car and you still have not helped us,"[43.0460003, -84.4794566]",2015-02-18 03:25:28 -0800,Mid Michigan,Eastern Time (US & Canada) 568006455317667840,negative,1.0,Customer Service Issue,0.6809,US Airways,,comediandan,,0,@USAirways I gave up http://t.co/2eDgc6TbLs,,2015-02-18 03:17:46 -0800,Up In The Air,Eastern Time (US & Canada) 568006084360863745,negative,1.0,Customer Service Issue,0.6691,US Airways,,comediandan,,0,@USAirways I've been on hold for one hour and four minutes for your reservations line. How can you possibly do business this way?,,2015-02-18 03:16:18 -0800,Up In The Air,Eastern Time (US & Canada) 568004984937287680,negative,1.0,Customer Service Issue,1.0,US Airways,,hersheykiss_89,,0,"@USAirways lack of communication with other offices, the customer, & yall never update ur systems. U guys are 2 established 4 this mess",,2015-02-18 03:11:56 -0800,, 568004004183203840,negative,1.0,Customer Service Issue,0.6497,US Airways,,hersheykiss_89,,0,@USAirways u guys get too much $$$ and too many customers to be fucking up as badly as u do,,2015-02-18 03:08:02 -0800,, 568003851145461760,positive,1.0,,,US Airways,,SVLLINDIA,,0,"@USAirways @AmericanAir @SVLLINDIA provides you the best logistics experience for people all over India. #Mumbai #Surat #NaviMumbai",,2015-02-18 03:07:25 -0800,Mumbai, 568002085888897025,negative,1.0,Late Flight,0.6842,US Airways,,RyanMackJ,,0,"@USAirways after last night in Charlotte NC I'm seriously debating never flying you again. 50 minute on the Tarmac, connection leaves.",,2015-02-18 03:00:24 -0800,"Milwaukee, WI ", 567997512310767616,neutral,1.0,,,US Airways,,Jeanne23,,0,"@USAirways hi! Could you protect me on US 445 just in case? Still on ground with no checked luggage, but still a chance I can make original",,2015-02-18 02:42:14 -0800,"Arlington, VA", 567988647263252480,negative,0.7123,Customer Service Issue,0.3837,US Airways,,cristalyze,,0,@USAirways great but that still does not help me..,,2015-02-18 02:07:00 -0800,"Washington, DC",Eastern Time (US & Canada) 567979842882428928,negative,0.6731,Can't Tell,0.6731,US Airways,,evan_salmon,,0,@USAirways @Forsyth_Factor hope for no weather delays no help to reroute and your on your own for lodging non stop is the way to go,,2015-02-18 01:32:01 -0800,,Quito 567970771718578176,negative,1.0,Cancelled Flight,0.3707,US Airways,,evan_salmon,,0,@USAirways why didn't you reroute BOS to JAX via DCA through CLT instead forcing an overnight @DCA #passengersLose,,2015-02-18 00:55:59 -0800,,Quito 567969619849265153,negative,1.0,Customer Service Issue,0.6458,US Airways,,dsearls,,0,"@USAirways I appreciate the hard work. Still, I gave up after >hour. @dsearls",,2015-02-18 00:51:24 -0800,"SBA, BOS, JFK, EWR, SFO, LHR",Pacific Time (US & Canada) 567929116969684993,negative,1.0,Lost Luggage,1.0,US Airways,,BohnJai,,0,"@USAirways my luggage was delayed. I'm looking for compensation, since, you know, you charged me for it then forgot it...",,2015-02-17 22:10:27 -0800,"Pasadena, CA", 567928302725263360,negative,1.0,Bad Flight,0.3527,US Airways,,SkylarSong,,0,@USAirways @AmericanAir stranded in cold Texas and getting sick because you overbooked the flight and gave my seat away. #gooutofbusiness,,2015-02-17 22:07:13 -0800,Los Angeles,Pacific Time (US & Canada) 567926839630557184,negative,1.0,Customer Service Issue,1.0,US Airways,,reallylongdrive,,0,@USAirways Worst experience ever. Unable 2 help over phone and told at last min cabin crew unavailable for flight. Never again #USAirways,,2015-02-17 22:01:24 -0800,,Eastern Time (US & Canada) 567925957090238464,negative,0.6677,Late Flight,0.6677,US Airways,,fispahani,,1,Thanks. “@USAirways: @fispahani Weather disruptions have caused some of our crew to run Late Flight. We're sorry for the delay to your flight.”,,2015-02-17 21:57:54 -0800,"Washington, DC",Islamabad 567923361256460288,negative,1.0,Late Flight,1.0,US Airways,,sethdpowers,,0,@USAirways 325 minute delay - this is absurd. Feel free to provide credits... http://t.co/e09keJ9bv1,,2015-02-17 21:47:35 -0800,, 567923103080275968,negative,1.0,Can't Tell,1.0,US Airways,,KristenElysse,,0,@USAirways Fuck you,,2015-02-17 21:46:33 -0800,Toronto,Quito 567921295473512448,negative,1.0,Can't Tell,0.3735,US Airways,,MindyPack,,0,@USAirways not even on your dime and free tickets. #worsttraveldayever,,2015-02-17 21:39:22 -0800,"salt lake city, utah", 567919849088770048,negative,1.0,Customer Service Issue,0.3437,US Airways,,drpippa,,0,@USAirways disappointment? Making own arrangements for me & my sleeping toddler with zero assistance from USAir is maddening.,,2015-02-17 21:33:38 -0800,"Boston, MA",Eastern Time (US & Canada) 567919531068391425,neutral,0.6737,,,US Airways,,sethdpowers,,0,@USAirways thank you,,2015-02-17 21:32:22 -0800,, 567918161540046848,negative,1.0,Flight Attendant Complaints,0.7002,US Airways,,jsperber,,0,@USAirways thanks. We did see an agent. Unhelpful. Some got vouchers others did not for unexplained reasons.,,2015-02-17 21:26:55 -0800,"Boston, MA",Mid-Atlantic 567916726668644352,negative,1.0,Late Flight,1.0,US Airways,,sethdpowers,,0,@USAirways 25 mins after the scheduled departure and still sitting in terminal. Communication would be lovely... http://t.co/pkAxUNYfn2,,2015-02-17 21:21:13 -0800,, 567915852260978688,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,MindyPack,,0,"@USAirways this day has been a disaster, rude employees, no help & now no hotel. not flying with you again & I fly ALOT! Dallas=raise=now!",,2015-02-17 21:17:45 -0800,"salt lake city, utah", 567910107163541504,negative,0.6672,Flight Attendant Complaints,0.3606,US Airways,,jsperber,,0,@usairways traveling with 2 year old. would appreciate you holding up your end of good business and hosting us in our unanticipated layover.,,2015-02-17 20:54:55 -0800,"Boston, MA",Mid-Atlantic 567909745211879424,negative,1.0,Late Flight,0.7208,US Airways,,jsperber,,0,@usairways missed flight connection due to flight attendant delay. Yet no voucher on your part? #fail,,2015-02-17 20:53:29 -0800,"Boston, MA",Mid-Atlantic 567909106553483264,negative,1.0,Can't Tell,0.6608,US Airways,,OBJ_3,,32,@USAirways of course never again tho . Thanks for tweetin ur concern but not Doin anythin to fix what happened. I'll choose wiser next time,,2015-02-17 20:50:56 -0800,,Eastern Time (US & Canada) 567908831545544706,negative,0.6552,Flight Attendant Complaints,0.355,US Airways,,drpippa,,0,"@USAirways I absolutely knew you would try to blame weather to deny us vouchers in Phoenix. Totally false, was a crew issue.",,2015-02-17 20:49:51 -0800,"Boston, MA",Eastern Time (US & Canada) 567908764650774529,negative,0.6519,Cancelled Flight,0.34700000000000003,US Airways,,PndrewCress,,0,@USAirways half an inch of snow in Charlotte #overwhelming,,2015-02-17 20:49:35 -0800,, 567908702088376320,neutral,0.6739,,0.0,US Airways,,ant_pruitt,,0,@USAirways on the phone now. looks like global,,2015-02-17 20:49:20 -0800,,Eastern Time (US & Canada) 567908391256875008,negative,1.0,Lost Luggage,1.0,US Airways,,All_that_Jaz,,0,"@USAirways Already filed a report personally at the airport, however they have no idea where it is even with a tracking number.",,2015-02-17 20:48:06 -0800,Under your bed,Quito 567908046619439104,negative,1.0,Cancelled Flight,0.3511,US Airways,,Kohrsnd,,0,"@USAirways already called, no other options, flight is being reimbursed. Never again, you are unreliable for business travelers.",,2015-02-17 20:46:44 -0800,"Cincinnati, OH",Eastern Time (US & Canada) 567906248852533248,negative,0.7132,Can't Tell,0.7132,US Airways,,MindyPack,,0,@USAirways your saving grace was our flight attendant Dallas who was amazing. wish he would transfer to Delta where I would see him again,,2015-02-17 20:39:35 -0800,"salt lake city, utah", 567905855653421056,negative,1.0,Customer Service Issue,0.6619,US Airways,,michaelrkenney,,0,"@USAirways that link leads to a website that won't open on a cell phone. Good job, shocking that your airline is folding.",,2015-02-17 20:38:01 -0800,"Long Island, NY",Eastern Time (US & Canada) 567905194563997696,negative,1.0,Cancelled Flight,1.0,US Airways,,shhashhank,,0,@USAirways My flight (US558) got Cancelled Flightled on 2/16 due to lack of flight crew.I was told that I'd be reimbursed for hotel. Who do I contact?,"[0.0, 0.0]",2015-02-17 20:35:24 -0800,"Boston, MA | San Jose, CA",Arizona 567905184040382464,negative,0.6625,Late Flight,0.6625,US Airways,,OBJ_3,,4,"@USAirways No need for apologies just an unfortunate situation . There is no up date, I've landed but was suppose to land at 5",,2015-02-17 20:35:21 -0800,,Eastern Time (US & Canada) 567904569679880192,negative,1.0,Late Flight,1.0,US Airways,,easmn,,0,@USAirways ~45 minutes means no public transit home and an expensive cab. Promises doesn't make up for it,,2015-02-17 20:32:55 -0800,"Washington, DC",Eastern Time (US & Canada) 567904438834167809,negative,1.0,Late Flight,1.0,US Airways,,KierOgrady,,0,@USAirways my sister was supposed to leave at 10 am to go back to AL. She's only getting to NC now. Are you kidding me #NeverflyUSairways 👿,,2015-02-17 20:32:24 -0800,, 567903480993558528,negative,0.6957,Bad Flight,0.3804,US Airways,,weezerandburnie,,0,@USAirways she just did but really how drunk does someone have to be before you stop serving them,,2015-02-17 20:28:35 -0800,Belle MO, 567898269961101313,positive,1.0,,,US Airways,,Logunov_Daniil,,0,@USAirways YOU ARE THE BEST AIRWAYS!!! FOLLOW ME PLEASE;)🙏🙏🙏✌️✌️✌️🙏🙏🙏,,2015-02-17 20:07:53 -0800,"Russia, Россия",Abu Dhabi 567897883875217408,negative,1.0,Late Flight,1.0,US Airways,,OBJ_3,,44,"@USAirways 5 hr flight delay and a delay when we land . Is that even real life ? Get me off this plane , I wanna go home 👠👠👠 (3 heel clicks)",,2015-02-17 20:06:21 -0800,,Eastern Time (US & Canada) 567897643873148928,negative,1.0,Bad Flight,0.6769,US Airways,,easmn,,0,"@USAirways flt 4439 is on the ground, but you don't have a gate for us at dca. Why is this happening?",,2015-02-17 20:05:23 -0800,"Washington, DC",Eastern Time (US & Canada) 567897182545686528,positive,1.0,,,US Airways,,lbrc133,,0,@USAirways Shout out to the red-headed gate agent for flt 3389 from DCA to CHS at 7:10 tonight. Didn't get her name but she was great!,,2015-02-17 20:03:33 -0800,Massachusetts,Eastern Time (US & Canada) 567896872892899330,negative,1.0,Late Flight,0.3511,US Airways,,JessBenge,,0,@USAirways I'm sick of living in an airport!! #getittogether,"[35.22287836, -80.94056653]",2015-02-17 20:02:20 -0800,, 567896040982069249,negative,1.0,Customer Service Issue,1.0,US Airways,,laurencecharles,,0,"@USAirways Now, the JFK Baggage Office has actually run out of paper hotel vouchers. #thislinehasntmovedforanhour",,2015-02-17 19:59:01 -0800,"Washington, DC",Eastern Time (US & Canada) 567894427244589056,positive,1.0,,,US Airways,,Kevinly17,,0,@USAirways Dude named Shaquille at the desk in Charlotte was incredibly professional and helpful vs. some crazy angry people tonight,,2015-02-17 19:52:37 -0800,, 567893710949588993,negative,1.0,Flight Attendant Complaints,0.6803,US Airways,,weezerandburnie,,0,@USAirways really u gave 6 scotch on the rocks to an out of control drunk and would not let my sister change seats when he was grouping her,,2015-02-17 19:49:46 -0800,Belle MO, 567892300551991296,positive,1.0,,,US Airways,,cindycapo,,0,"@USAirways Awesome USAir, TYSVM <3",,2015-02-17 19:44:10 -0800,"IL,USA",Central America 567889710129029121,positive,1.0,,,US Airways,,husainhaqqani,,0,@USAirways Thank you!,,2015-02-17 19:33:52 -0800,"Washington, DC",Eastern Time (US & Canada) 567889613714522113,positive,1.0,,,US Airways,,PsuOhiofarmgirl,,0,@USAirways that would be lovely! You have great people working in your organization.,,2015-02-17 19:33:29 -0800,, 567887623953457152,negative,1.0,Flight Attendant Complaints,0.3456,US Airways,,laurencecharles,,0,@USAirways Only the JFK baggage office is open to help re-book all of us on Cancelled Flightled flight 3121 to DCA. Shameful.,,2015-02-17 19:25:35 -0800,"Washington, DC",Eastern Time (US & Canada) 567885719894642688,negative,1.0,Late Flight,0.6531,US Airways,,JoelWeger,,0,@USAirways hey let flight 1874get to the gate hours Late Flight and no fate with dozens of kids on board,,2015-02-17 19:18:01 -0800,, 567885057085566977,neutral,0.3441,,0.0,US Airways,,kempallen,,0,@USAirways me too. Me too.,,2015-02-17 19:15:23 -0800,,Eastern Time (US & Canada) 567881731967229953,negative,1.0,Late Flight,0.6997,US Airways,,Bink_V,,0,@USAirways a flight update doesn't help when we are waiting 20+ min at our arrival waiting for a plane to leave our gate. Who can I write?😑,,2015-02-17 19:02:10 -0800,"Washingon, DC",Eastern Time (US & Canada) 567881730490646528,positive,1.0,,,US Airways,,cindycapo,,0,"@USAirways TYVM USAir, Happy Night@ <3",,2015-02-17 19:02:09 -0800,"IL,USA",Central America 567881096647569408,positive,0.6772,,0.0,US Airways,,wcpojesse,,0,@USAirways thanks! It's hectic for everyone but their actions don't represent the company well IMO,,2015-02-17 18:59:38 -0800,Cincinnati, 567880416201293824,negative,0.7072,Late Flight,0.7072,US Airways,,AliNHamdani,,0,@USAirways @husainhaqqani Mr. Husain u shld protest as well when one of ur party member Rehman Malik delayed a PIA flight for hours..???,,2015-02-17 18:56:56 -0800,Islamabad,Islamabad 567878696356433920,negative,1.0,Customer Service Issue,0.696,US Airways,,sheiladeca,,0,@USAirways NOT GOOD. been on hold for 1hour (2x/day) since sun. to book 1-way flt dividend miles. agents send me to on hold hell. #furious,,2015-02-17 18:50:06 -0800,metro #wdc. prev #rva + #atl.,Atlantic Time (Canada) 567875699056467968,negative,1.0,Late Flight,0.6667,US Airways,,husainhaqqani,,1,@USAirways I'm sure you don't but question still remains why we only found out at 8.20 that crew won't come before 9.50 for 8.10 flt. Tks.,,2015-02-17 18:38:11 -0800,"Washington, DC",Eastern Time (US & Canada) 567875552377450497,negative,0.6843,Can't Tell,0.6843,US Airways,,briana_reyrey,,0,@USAirways not too impressed with your airlines but I would feel a lot better flying with if you upgraded me up to first class tomorrow,,2015-02-17 18:37:36 -0800,,Atlantic Time (Canada) 567874275388043264,positive,1.0,,,US Airways,,PsuOhiofarmgirl,,0,@USAirways glad to be home and that your great people got me home safely. Sad for others who didn't get back bc of scheduling problems.,,2015-02-17 18:32:32 -0800,, 567874261085454338,negative,1.0,Late Flight,1.0,US Airways,,pdotts4,,0,"@USAirways how about an update? 2hrs delayed, this obviously isnt up 2 date, havent boarded http://t.co/L7lWjaZiOA",,2015-02-17 18:32:29 -0800,"Atlanta, GA", 567872406628356096,negative,1.0,Customer Service Issue,0.6855,US Airways,,glehel,,0,@USAirways @noltnancy What will be is a what may be...what is...sucks. #fail,"[36.1036159, -115.16564]",2015-02-17 18:25:06 -0800,Washington DC,Eastern Time (US & Canada) 567871168214106113,negative,1.0,Customer Service Issue,0.6943,US Airways,,Hollywood0218,,0,"@USAirways Your whole handling of this was a joke.Boston Logan had one little old lady,ONE handling all the customers http://t.co/DH2rfUIJYP",,2015-02-17 18:20:11 -0800,, 567867498126770176,positive,1.0,,,US Airways,,Corybranan,,0,@USAirways Will do. I appreciate the response.,,2015-02-17 18:05:36 -0800,"Nashville, Tennessee",Central Time (US & Canada) 567867090729861120,neutral,1.0,,,US Airways,,OiadaIntl,,0,@USAirways @erickofiejones how long are billing cycles,,2015-02-17 18:03:59 -0800,, 567866540424560640,negative,1.0,Customer Service Issue,1.0,US Airways,,symmetrickeys,,0,@USAirways on hold for 1:23. All because they won't let me use a companion voucher online http://t.co/DPhQRgkdoA,,2015-02-17 18:01:48 -0800,, 567866162865971201,negative,1.0,Customer Service Issue,1.0,US Airways,,willary,,0,@USAirways and no one has been at all helpful. I will never fly this airline again. #NeverAgain #spreadtheword,"[35.22363719, -80.94045544]",2015-02-17 18:00:18 -0800,"Washington, D.C.",Eastern Time (US & Canada) 567865703765798912,negative,1.0,Customer Service Issue,1.0,US Airways,,mttdprkr,,0,"@USAirways No, they won't because after 5 hours of holding I had to give up because I couldn't borrow the phone any longer. 5 hours...",,2015-02-17 17:58:28 -0800,"Vancouver, WA",Pacific Time (US & Canada) 567865044580638720,negative,1.0,Late Flight,0.6664,US Airways,,willary,,1,@USAirways I've been sitting in the Charlotte airport for 4 hours. Waited for crew and now maintenance. #NeverAgain,"[35.22347122, -80.94043272]",2015-02-17 17:55:51 -0800,"Washington, D.C.",Eastern Time (US & Canada) 567864523585118208,negative,1.0,Cancelled Flight,1.0,US Airways,,kaitlliiin,,0,"@USAirways delayed my flight 3 times before Cancelled Flighting it, had angry and rude workers, and are now providing no helpful service at all",,2015-02-17 17:53:47 -0800,,Quito 567864395264573441,negative,1.0,Cancelled Flight,1.0,US Airways,,Joeschmow777,,0,@USAirways My daughter is stranded in charlotte because US Airways Cancelled Flightled her flight tonight. Completely dissatisfied with @USAirways,,2015-02-17 17:53:16 -0800,, 567862814578061312,positive,1.0,,,US Airways,,Rencelas,,0,@usairways Thanks to Kevin and team at F38ish at PHL for some great service recovery tonight. Appreciate it.,,2015-02-17 17:47:00 -0800,"Salisbury, MD",Central Time (US & Canada) 567861901603901440,negative,1.0,Customer Service Issue,1.0,US Airways,,PndrewCress,,0,@USAirways Commitment to excellence is 2b praised. Can get you to the wrong city 2 days Late Flight or the right one 3 days Late Flight. #customerservice,,2015-02-17 17:43:22 -0800,, 567860775752208385,negative,0.6609999999999999,Cancelled Flight,0.6609999999999999,US Airways,,PastorMRobinson,,0,"@USAirways car services to and from the hotel, food, hotel cost bc of Cancelled Flightlations fall on the customer with last minute notifications",,2015-02-17 17:38:53 -0800,Lexington,Central Time (US & Canada) 567860351569649664,negative,1.0,Flight Attendant Complaints,0.3394,US Airways,,PastorMRobinson,,0,@USAirways I'm amazed at the lack of communication with the passengers.,,2015-02-17 17:37:12 -0800,Lexington,Central Time (US & Canada) 567860313883693056,negative,1.0,Flight Attendant Complaints,0.6729,US Airways,,stumintz,,0,"@USAirways when I told csr I would close acct, he couldn't care less",,2015-02-17 17:37:03 -0800,,Arizona 567860175740092416,negative,0.6634,Can't Tell,0.6634,US Airways,,stumintz,,0,"@USAirways beware, Barklays bank has terrible cust service. Will not assist, only know to go by badly written book(in English).",,2015-02-17 17:36:30 -0800,,Arizona 567860107960324096,negative,0.6661,Customer Service Issue,0.6661,US Airways,,PastorMRobinson,,0,@USAirways they call weather an act of God and refuse to help. I have my wife and 3 kids and they have no sympathy.,,2015-02-17 17:36:14 -0800,Lexington,Central Time (US & Canada) 567859888480772096,negative,0.6865,Flight Attendant Complaints,0.3453,US Airways,,PastorMRobinson,,0,@USAirways bad weather shouldn't mean bad service,,2015-02-17 17:35:22 -0800,Lexington,Central Time (US & Canada) 567859714169708544,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,PastorMRobinson,,0,@USAirways stuck in Charlotte being treated like a nobody by staff.,,2015-02-17 17:34:40 -0800,Lexington,Central Time (US & Canada) 567859601900740609,negative,1.0,Cancelled Flight,0.6314,US Airways,,PastorMRobinson,,0,"@USAirways flights keep getting delayed and Cancelled Flighted with no information, worst customer service ever.",,2015-02-17 17:34:14 -0800,Lexington,Central Time (US & Canada) 567859008230563840,negative,1.0,Customer Service Issue,0.6678,US Airways,,fosterhimself,,1,"@USAirways what does ""your reservation is 'out of sync.'"" mean? On hold w customer service 12 min and want an idea what is up",,2015-02-17 17:31:52 -0800,"Wilmington, NC",Eastern Time (US & Canada) 567858957546561536,negative,1.0,Can't Tell,1.0,US Airways,,dscottt10,,0,@USAirways sits on a throne of lies,,2015-02-17 17:31:40 -0800,,Atlantic Time (Canada) 567857402340450305,negative,1.0,Lost Luggage,1.0,US Airways,,michaelrkenney,,0,"@USAirways where's my bag? You called at noon promising it today, would like an update like your website promises. I need that bag!",,2015-02-17 17:25:29 -0800,"Long Island, NY",Eastern Time (US & Canada) 567857221159297024,negative,0.6421,Late Flight,0.6421,US Airways,,PatrickCronin10,,0,@USAirways flt 470 Tampa to CLT is very Late Flight gonna miss conn to BOS what can you do?,,2015-02-17 17:24:46 -0800,"Nashua, NH",Eastern Time (US & Canada) 567856486950576128,negative,1.0,Customer Service Issue,0.6701,US Airways,,MelJintheUSA,,0,"@USAirways I'm on the flight, finally in the air. Not enough food to feed customers. No movie or entertainment on a 5 hr flight.",,2015-02-17 17:21:51 -0800,,Eastern Time (US & Canada) 567855788699607040,neutral,0.6429,,0.0,US Airways,,unpredictaylor,,0,@USAirways I just hope that pilot had a good day off,,2015-02-17 17:19:04 -0800,,Atlantic Time (Canada) 567854566122864640,positive,1.0,,,US Airways,,KristinKlutz,,0,@USAirways thanks for your help! I left a message for DCA lost and found. Fingers crossed we find it!,,2015-02-17 17:14:13 -0800,, 567851387641597952,negative,1.0,Can't Tell,0.6992,US Airways,,timodock,,0,@USAirways is the worst airline I’ve ever flown on. You guys have treated me like garbage today.,"[0.0, 0.0]",2015-02-17 17:01:35 -0800,Neverland ,Quito 567851275599110144,negative,1.0,Bad Flight,1.0,US Airways,,kempallen,,0,@USAirways Only water on flight 763 to DCA? This is the first time I've ever seen this happen. #ExecutivePlatinumMeansNothing #IWantCoffee,,2015-02-17 17:01:08 -0800,,Eastern Time (US & Canada) 567850746319753217,neutral,1.0,,,US Airways,,annforstie,,0,"@USAirways Eh, it happens. I think I'll survive. 😉 Thanks!",,2015-02-17 16:59:02 -0800,"Bloomington, MN",Central Time (US & Canada) 567850465406394368,negative,1.0,Customer Service Issue,0.6759999999999999,US Airways,,the_jayardee,,0,@USAirways I have a voucher from a past trip that was delayed. I thought I had to talk to someone on the phone to use it. Is that not true?,,2015-02-17 16:57:55 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 567849500536152064,negative,1.0,Customer Service Issue,1.0,US Airways,,Two4Chaos,,0,"@USAirways I did, but it won't help.. Can't believe you wouldn't take full fare for first class and gave away to Platinum Member.. Profits?",,2015-02-17 16:54:05 -0800,"Scottsdale, AZ",Arizona 567849102731526144,negative,1.0,Customer Service Issue,1.0,US Airways,,TerriHaisten,,0,@USAirways 1 1/2 hours on hold to customer service without anyone answering is more than ridiculous!,,2015-02-17 16:52:30 -0800,, 567848843372601346,neutral,1.0,,,US Airways,,newcrackofdawn,,0,"@USAirways - I'm in the Cust Svc line. Your Charlotte, NC agents better be in their A game.",,2015-02-17 16:51:29 -0800,, 567848107456749569,neutral,1.0,,,US Airways,,mintzrandy,,0,@USAirways and if the flight is full?,,2015-02-17 16:48:33 -0800,Philadelphia Suburbs,Eastern Time (US & Canada) 567847966989508608,negative,1.0,Late Flight,1.0,US Airways,,Bink_V,,0,@USAirways been delayed three times now finally boarded. Been waiting 20 minutes. Now being told the plan has to be completely powered down.,,2015-02-17 16:48:00 -0800,"Washingon, DC",Eastern Time (US & Canada) 567847737061941249,negative,1.0,Late Flight,0.6599,US Airways,,mttdprkr,,0,@USAirways 4 hours... 4 hours... FOUR HOURS. It's like this is a joke to you.,,2015-02-17 16:47:05 -0800,"Vancouver, WA",Pacific Time (US & Canada) 567847344307347456,negative,1.0,Late Flight,0.6659999999999999,US Airways,,SimplyTwiggy,,0,thanks to @USAirways my trip is all screwed up. Ive had to move meetings and a dinner and im STILL not out of nyc yet,,2015-02-17 16:45:31 -0800,Global,Quito 567847120990048256,negative,1.0,Bad Flight,1.0,US Airways,,SimplyTwiggy,,0,@USAirways i dont need to check status of my flight because i was ON the plane and you had a door malfunction. Get it together!!,,2015-02-17 16:44:38 -0800,Global,Quito 567846359631564800,negative,1.0,Late Flight,0.6767,US Airways,,Praise_A_Lord,,0,@USAirways freaking out about the fact you are fixing the engine from Charlotte to Orlando. #longday,,2015-02-17 16:41:36 -0800,Manc., 567843415716732928,negative,1.0,Customer Service Issue,1.0,US Airways,,erickofiejones,,0,@USAirways I was told there is no record of my refund. Can someone please help me. This has been a long day,,2015-02-17 16:29:54 -0800,,Eastern Time (US & Canada) 567842647739654144,negative,1.0,Customer Service Issue,1.0,US Airways,,Ltos5363,,0,@USAirways I tried speaking to multiple people at your reservations desk after 30 min on hold. #waivethefee #poorcustomerservice #Neptune,,2015-02-17 16:26:51 -0800,"South Shore, MA",Eastern Time (US & Canada) 567842466851905536,negative,1.0,Customer Service Issue,1.0,US Airways,,mttdprkr,,0,@USAirways Being put back on hold for what has now been an HOUR is completely unacceptable.,,2015-02-17 16:26:08 -0800,"Vancouver, WA",Pacific Time (US & Canada) 567842439911858176,negative,1.0,Customer Service Issue,0.6544,US Airways,,Ltos5363,,0,@USAirways Stop reposting same autoresponse That was return flight home #imateacher. Couldnt get to RSW #neptune#waivethefee #notmyfault,,2015-02-17 16:26:02 -0800,"South Shore, MA",Eastern Time (US & Canada) 567842370533867520,negative,1.0,Customer Service Issue,1.0,US Airways,,suzanneboles,,0,@USAirways contd.. They put her on 7 pm flite tonite. I think she's on now. Worst customer service ever! U need to fix it.,,2015-02-17 16:25:45 -0800,"London, ON'",Eastern Time (US & Canada) 567842366473834498,positive,1.0,,,US Airways,,PsuOhiofarmgirl,,0,@USAirways thank you! Glad to be heading home! Great people at your call center!,,2015-02-17 16:25:44 -0800,, 567841818357964800,positive,0.6584,,0.0,US Airways,,suzanneboles,,0,"@USAirways thx 4 replying. After trying 2 get thru many times, & v-mail or people hanging up on, us we talked 2 tech...cont'd",,2015-02-17 16:23:34 -0800,"London, ON'",Eastern Time (US & Canada) 567840815331991552,negative,1.0,Customer Service Issue,1.0,US Airways,,curtainbounce,,0,@USAirways My Flight Booking Problems C68LD9 just times out when I select it under Manage My Flight Booking Problems for months now. I have emailed but no response. Help?,,2015-02-17 16:19:35 -0800,"Sydney, Australia",Sydney 567840122454052864,positive,0.6854,,,US Airways,,wickenstein,,0,@USAirways HA! You're fun.,,2015-02-17 16:16:49 -0800,"Charleston, SC",Eastern Time (US & Canada) 567840103122509825,negative,1.0,Cancelled Flight,1.0,US Airways,,unpredictaylor,,0,@USAirways UR service is so shitty. Pilot never showed up so we waited hours because another pilot was supposed to come but didn't #Cancelled Flighted,,2015-02-17 16:16:45 -0800,,Atlantic Time (Canada) 567834881939546113,neutral,0.6803,,0.0,US Airways,,mttdprkr,,0,@USAirways how long is that flight? http://t.co/bCwckWtnlE,,2015-02-17 15:56:00 -0800,"Vancouver, WA",Pacific Time (US & Canada) 567834021293596672,positive,1.0,,,US Airways,,GGoodie56,,0,@USAirways flying high thanks!,,2015-02-17 15:52:35 -0800,Wading River, 567832862130577408,negative,0.6627,Can't Tell,0.3373,US Airways,,Ltos5363,,0,@USAirways ticket couldnt be used bc unable to get to departing dest (RSW) bc of blizzard in BOS. Told only way to use credit is $200 fine,,2015-02-17 15:47:58 -0800,"South Shore, MA",Eastern Time (US & Canada) 567832821013848064,negative,1.0,Customer Service Issue,0.6762,US Airways,,MartyBergerson,,0,@USAirways if I cant get through to reservations how can they take a look? 2+ hour hold times are not reasonable in any industry!,,2015-02-17 15:47:49 -0800,Always Traveling,Eastern Time (US & Canada) 567832250110337024,negative,1.0,Customer Service Issue,1.0,US Airways,,mttdprkr,,0,"@USAirways 3+ hours on hold... oh, wait, for less than 5 minutes a useless CSR talked to me and put me back on hold for the last 30 minutes.",,2015-02-17 15:45:32 -0800,"Vancouver, WA",Pacific Time (US & Canada) 567832153670705152,positive,0.6742,,0.0,US Airways,,michael_lepp,,0,@USAirways Thanks. It would be better from the gate agent at C14 in Charlotte boarding flight 1791.,"[27.96879606, -82.55192621]",2015-02-17 15:45:09 -0800,"Charlotte, North Carolina",Quito 567831160978677760,negative,0.6356,Late Flight,0.3355,US Airways,,LisaWilsonDaly,,0,@USAirways flt 5302 CLT to DAY supposed to depart 5:51; the 6:20...still no crew. #schedule/contact the pilot!,,2015-02-17 15:41:13 -0800,"Centerville, Ohio",Atlantic Time (Canada) 567830991491997696,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,Nathanielyb,,0,"@USAirways so i ask for ice and the attendant snaps ""i dont have ice on this cart"" not 5 min Late Flightr 2 cups of ice to the people 2 rows ahead.",,2015-02-17 15:40:32 -0800,"Westbrook, CT",Eastern Time (US & Canada) 567829906861793280,positive,0.66,,,US Airways,,AminESPN,,0,@USAirways thanks,,2015-02-17 15:36:14 -0800,SportsCenter,Arizona 567823045215313920,negative,1.0,Customer Service Issue,0.7158,US Airways,,tamajared,,0,@USAirways I've been waiting for the callback for EIGHT HOURS. HOW MUCH LONGER?!,,2015-02-17 15:08:58 -0800,DC / MIA,Quito 567822717665198080,negative,1.0,Customer Service Issue,1.0,US Airways,,mttdprkr,,0,@USAirways 2 and a half hours on hold... Hope it feels good to be a steaming pile of shit. @AmericanAir paid far too much for you.,,2015-02-17 15:07:40 -0800,"Vancouver, WA",Pacific Time (US & Canada) 567822117237170178,negative,0.6556,Late Flight,0.6556,US Airways,,PsuOhiofarmgirl,,0,"@USAirways redeemed themselves! Flight out at 7:44!!! Had to call and negotiate, but thank the Lord I'm heading home!!!!!",,2015-02-17 15:05:17 -0800,, 567822098950791168,negative,1.0,Flight Booking Problems,1.0,US Airways,,Two4Chaos,,0,@USAirways Total BS... I offered to pay for a full First Class airfare ..Told Sold out.. 3 seats and they gave the seats to others... #crap,,2015-02-17 15:05:12 -0800,"Scottsdale, AZ",Arizona 567821288820203520,negative,1.0,Customer Service Issue,1.0,US Airways,,DocWaaaaaa,,0,@USAirways I been on hold with U for 40mins wasting my time and $ & I don't appreciate it #WheresTheCustomerServiceAt http://t.co/phI2IfNjIT,,2015-02-17 15:01:59 -0800,NEXT D00R 2 U ( Chiangles ),Pacific Time (US & Canada) 567820647465803776,negative,1.0,Late Flight,1.0,US Airways,,shipge,,0,@USAirways It was US 893. The gate was open after about 50 mins waiting. What a great way to finish an 18 hour delayed arrival!!,,2015-02-17 14:59:26 -0800,Chicago,Central Time (US & Canada) 567820135265759232,negative,0.3558,Can't Tell,0.3558,US Airways,,ChloeLynne17,,0,@USAirways strikes again. @emilylyonss I strongly suggest you live tweet your ordeal. Their media team appreciates the updates 😎,,2015-02-17 14:57:24 -0800,, 567819711950635009,negative,1.0,Late Flight,0.3457,US Airways,,earlp,,0,@USAirways flight 4524 first a 2 hour wait for a deadhead crew then deadhead crew takes overhead bin space paying customers annoyed,,2015-02-17 14:55:43 -0800,,Quito 567819606904295424,positive,1.0,,,US Airways,,kbutsunturn,,0,"@USAirways with the weather mess in the South, I missed my connection in CLT. Impressed though with the Cust Serv phone reps today.",,2015-02-17 14:55:18 -0800,"Raleigh, NC", 567818961716387840,negative,1.0,Customer Service Issue,0.6619,US Airways,,DropMeAnywhere,,0,"@USAirways And really, it's a middle initial versus middle name. All else the same. Not spending my time on your computer issues.","[0.0, 0.0]",2015-02-17 14:52:44 -0800,"Here, There and Everywhere",Arizona 567818690096541696,negative,1.0,Bad Flight,0.6768,US Airways,,mintzrandy,,0,"@USAirways very disappointed I wasn't ""allowed"" to change seats after checking in early online for a flight tomorrow morning.",,2015-02-17 14:51:39 -0800,Philadelphia Suburbs,Eastern Time (US & Canada) 567818509650124800,negative,1.0,Customer Service Issue,0.6727,US Airways,,DropMeAnywhere,,0,@USAirways They're all reservations numbers and none are in Hungary. And my phone not working here. You make it too difficult.,"[0.0, 0.0]",2015-02-17 14:50:56 -0800,"Here, There and Everywhere",Arizona 567816651900583936,negative,1.0,Customer Service Issue,0.6522,US Airways,,SyncSummit,,0,@USAirways 8 weeks to refund this ticket - 0372389047497?!? - totally unacceptable. Fix this or I'll put it on blast on social media and TV,,2015-02-17 14:43:33 -0800,Where Music meets Visual Media,Eastern Time (US & Canada) 567813042576199680,negative,1.0,Customer Service Issue,0.6471,US Airways,,CGrescueswimmer,,0,@USAirways yes I can pay out of pocket that us not helping me for loosing my first class ticket to coach. I want resolution or a comp,,2015-02-17 14:29:13 -0800,"St. Louis, MO",Central Time (US & Canada) 567812687893262336,positive,0.6404,,,US Airways,,TGRunningLady,,0,"@USAirways Frustrating days!No flights home, changed airlines. Thank you PHL USAirway employees & @united for help getting me back to IAH.",,2015-02-17 14:27:48 -0800,, 567812370690605056,neutral,1.0,,,US Airways,,gkorwan,,0,@USAirways @satesq theres only one flt PHL-CRW per day.,,2015-02-17 14:26:33 -0800,Charleston,Atlantic Time (Canada) 567812369902133248,negative,1.0,Flight Attendant Complaints,0.6706,US Airways,,btr5017,,0,@USAirways @AmericanAir Your staff members are looking at me like I have two heads. Check your own websites!!! http://t.co/8Hh0c63TIe,,2015-02-17 14:26:33 -0800,,Eastern Time (US & Canada) 567811918711504896,neutral,1.0,,,US Airways,,Brandy_Fisher,,0,"@USAirways I will be traveling from LAX to CLT to HTS, I have been rebooked for tomorrow due to the travel advisory.",,2015-02-17 14:24:45 -0800,Miss California United States,Eastern Time (US & Canada) 567811573265260544,negative,0.6775,Flight Booking Problems,0.3535,US Airways,,Brandy_Fisher,,0,@USAirways This flight was for my brother. He has been rebooked and I was able to give my info over the phone to get him a pass to the Club.,,2015-02-17 14:23:23 -0800,Miss California United States,Eastern Time (US & Canada) 567810259675537408,positive,1.0,,,US Airways,,DCSas,,0,@USAirways Flight # 604. Thanks.,,2015-02-17 14:18:09 -0800,"ÜT: 38.907675,-76.944183",Eastern Time (US & Canada) 567809403668430849,negative,1.0,Late Flight,1.0,US Airways,,earlp,,0,@USAirways flight 4524 delayed for 2 hours for a deadhead crew. Lets make 150 paying customers wait ...that is great service #USAirways,,2015-02-17 14:14:45 -0800,,Quito 567808893464899584,negative,0.6458,Bad Flight,0.6458,US Airways,,Sanabia28,,0,@USAirways if ur going 2 charge $20 for wi-fi make sure it works. #Brutal #DialUp b a 100 by the time things load. #TheEnd #GoodDay,,2015-02-17 14:12:44 -0800,"Jupiter, FL", 567808843373105152,negative,1.0,Customer Service Issue,1.0,US Airways,,staciesater,,0,@USAirways is anyone working today?? Anyone want to pick up a phone?,"[25.8801693, -80.14141202]",2015-02-17 14:12:32 -0800,"Nashville, TN",Central Time (US & Canada) 567808567580041216,negative,1.0,Customer Service Issue,1.0,US Airways,,mttdprkr,,0,@USAirways I've been on hold for over 90 minutes... There's a lack of quality service here. Nobody cares that I hate your shitty airline.,,2015-02-17 14:11:26 -0800,"Vancouver, WA",Pacific Time (US & Canada) 567807786748284928,negative,1.0,Cancelled Flight,1.0,US Airways,,NickApex,,0,"@USAirways stranded @Ernie_Vigil Phoenix w/ broken foot. Both my flights f'd, Sunday for ""sickcrew"". Cancelled Flighted my mechanics flight today.",,2015-02-17 14:08:20 -0800,, 567805465854488579,positive,1.0,,,US Airways,,Logunov_Daniil,,0,"@USAirways YOU ARE THE BEST AIRWAYS!!!!!!!!!! FOLLOW ME BACK, PLEASE 🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏😢😢😢😢😢😢😢😢🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏",,2015-02-17 13:59:07 -0800,"Russia, Россия",Abu Dhabi 567805039583199235,negative,1.0,Customer Service Issue,0.6776,US Airways,,michael_lepp,,1,@USAirways It's the rude and arrogant gate personnel. Uncalled for. Unprofessional. #theworst,,2015-02-17 13:57:25 -0800,"Charlotte, North Carolina",Quito 567804923782627330,negative,1.0,Cancelled Flight,1.0,US Airways,,Ltos5363,,0,"@USAirways wont waive fees for flight Cancelled Flightlation due to #neptune To use credit, $200 fee. Couldnt reach destination @BostonBBB #notmyfault",,2015-02-17 13:56:57 -0800,"South Shore, MA",Eastern Time (US & Canada) 567804700951855104,positive,1.0,,,US Airways,,WBGreen,,0,@USAirways Thank you. And thanks for being so accommodating.,,2015-02-17 13:56:04 -0800,"Portland, ME",Quito 567803627714138112,positive,1.0,,,US Airways,,Logunov_Daniil,,0,@USAirways YOU ARE AMAZING!!! YOU ARE THE BEST!!! FOLLOW ME PLEASE 🙏🙏🙏😢😢😢🙏🙏🙏,,2015-02-17 13:51:48 -0800,"Russia, Россия",Abu Dhabi 567803477762797570,negative,1.0,Late Flight,1.0,US Airways,,PatrickCronin10,,0,@USAirways Feeling helpless at Tanpa airport. How can I talk to someone. Flight delayed 4 times. Need help. Missed connections will be prob,,2015-02-17 13:51:13 -0800,"Nashua, NH",Eastern Time (US & Canada) 567803306928775168,negative,1.0,Customer Service Issue,0.6686,US Airways,,Ltos5363,,0,@USAirways won't waive $200 fee due to #neptune. Can't use credit w/o paying fee. Couldnt get to destination to use their tic #waivethefee,,2015-02-17 13:50:32 -0800,"South Shore, MA",Eastern Time (US & Canada) 567803049130094592,negative,1.0,Can't Tell,1.0,US Airways,,MeghanTeeth,,0,@USAirways no wonder you are the lowest rated airline in america. #shameful #USAirways,,2015-02-17 13:49:30 -0800,,Central Time (US & Canada) 567802808876158976,negative,1.0,Customer Service Issue,1.0,US Airways,,MeghanTeeth,,0,@USAirways how are you even still in business? i have been trying to call for hours. this is pathetic.,,2015-02-17 13:48:33 -0800,,Central Time (US & Canada) 567802781877407744,positive,1.0,,,US Airways,,bradlerner,,0,@USAirways thanks!,,2015-02-17 13:48:27 -0800,Virginia Beach, 567802602738708480,negative,1.0,Customer Service Issue,1.0,US Airways,,MeghanTeeth,,0,"@USAirways wow this airline is a joke, absolutely horrendous customer service. you guys should be ashamed.",,2015-02-17 13:47:44 -0800,,Central Time (US & Canada) 567802570912305152,negative,1.0,Cancelled Flight,1.0,US Airways,,Ltos5363,,0,@USAirways Flight Cancelled Flighted because of #Neptune Could not get to my destination. #notmyfault #waive$200fee #ripoff #poorcustomerservice,,2015-02-17 13:47:36 -0800,"South Shore, MA",Eastern Time (US & Canada) 567802378041450496,positive,1.0,,,US Airways,,Logunov_Daniil,,0,@USAirways YOU ARE THE BEST AIRWAYS! Follow me please!!!!!🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏,,2015-02-17 13:46:50 -0800,"Russia, Россия",Abu Dhabi 567802255215460353,negative,1.0,Customer Service Issue,0.6498,US Airways,,Ltos5363,,0,"@USAirways If you can waive a fee at time of Cancelled Flightation, you CAN WAIVE IT AT A FUTURE DATE! #usairways #ripoff #poorcustomerservice",,2015-02-17 13:46:21 -0800,"South Shore, MA",Eastern Time (US & Canada) 567802008292564992,negative,1.0,Late Flight,1.0,US Airways,,GGoodie56,,0,@USAirways flight #654 sitting at JFK with delays for 3-1/2 hrs! No employees to load bags? #terrible,,2015-02-17 13:45:22 -0800,Wading River, 567801274293563393,negative,1.0,Cancelled Flight,0.6309,US Airways,,rkasold,,0,@USAirways I have been rebooked but It has been handled very unprofessionally. Cancelled Flightations happen but the disorganization is uncalled for.,,2015-02-17 13:42:27 -0800,,Eastern Time (US & Canada) 567800771774001153,neutral,1.0,,,US Airways,,_bpr_,,0,@USAirways conf number FMJTYL delayed - any chance of getting an earlier flight fll to phx?,,2015-02-17 13:40:27 -0800,"Boca Raton, FL",Eastern Time (US & Canada) 567800315093979138,negative,1.0,Customer Service Issue,1.0,US Airways,,GainesJohnson,,0,"@USAirways I have now called 12 times in the last three days. That's unacceptable. I'm willing to wait on hold, but that's not an option.",,2015-02-17 13:38:38 -0800,"Charlottesville, Virginia",Central Time (US & Canada) 567800210064420864,positive,1.0,,,US Airways,,Logunov_Daniil,,0,@USAirways YOU ARE AMAZING!!! YOU ARE THE BEST!!! FOLLOW ME PLEASE AND I FOLLOW YOU BACK;)🙏🙏🙏✌️😉),,2015-02-17 13:38:13 -0800,"Russia, Россия",Abu Dhabi 567799968279560194,negative,1.0,Customer Service Issue,1.0,US Airways,,FranklySpeakn,,0,"@USAirways I've been on hold for over 2 hours. Need to re-book a flight, please help.",,2015-02-17 13:37:16 -0800,NJ,Eastern Time (US & Canada) 567799412538494976,negative,1.0,Bad Flight,0.3631,US Airways,,benjaminspear,,0,"@usairways It was 9º, and some of us had left coats in our luggage in anticipation of cramped overhead bins :|",,2015-02-17 13:35:03 -0800,"Boston, MA",Quito 567797906977083392,negative,1.0,Customer Service Issue,1.0,US Airways,,DropMeAnywhere,,0,@USAirways I'm traveling around the world until the end of the year. 800 numbers do me no good.,"[0.0, 0.0]",2015-02-17 13:29:04 -0800,"Here, There and Everywhere",Arizona 567796792847499265,negative,0.6644,Customer Service Issue,0.6644,US Airways,,DaintyKenyan,,0,@USAirways I don't know I've tried to call for confirmation but calls aren't going thru. Can you let me know?,,2015-02-17 13:24:39 -0800,"Research Triangle Park, N.C.",Quito 567794202730577920,negative,1.0,Cancelled Flight,1.0,US Airways,,rkasold,,0,@USAirways can I get free wifi since the flight 1808 was Cancelled Flightled?,,2015-02-17 13:14:21 -0800,,Eastern Time (US & Canada) 567793186698190848,negative,1.0,Customer Service Issue,1.0,US Airways,,bennymarkow,,0,@USAirways was rebooked but sucked big time. Crappy layover. Customer service very sub-par.,,2015-02-17 13:10:19 -0800,, 567793072060276736,positive,0.6913,,0.0,US Airways,,Brandy_Fisher,,0,@USAirways Sending thanks to employee Freddie in PHL Admiral Club A East for allowing me to give a day pass to my sibling stuck there today.,,2015-02-17 13:09:52 -0800,Miss California United States,Eastern Time (US & Canada) 567791865823789056,negative,1.0,Cancelled Flight,1.0,US Airways,,BobbiSue,,0,@USAirways have done that. Sadly no flight from CLT has gotten to IND today and we head back to Tampa tmrw.,,2015-02-17 13:05:04 -0800,Tampa,Eastern Time (US & Canada) 567791526370365440,negative,1.0,Customer Service Issue,1.0,US Airways,,mttdprkr,,0,@USAirways holding 30+ min and listening to your shitty ads on repeat for your credit make me hate your airline even more. @delta is better,,2015-02-17 13:03:43 -0800,"Vancouver, WA",Pacific Time (US & Canada) 567791019086065664,negative,1.0,Late Flight,0.6464,US Airways,,robgpaul,,0,@USAirways I would be on my way but wether has delayed yet again.. Love the Charlotte ice storm!! Good luck with mad customers,,2015-02-17 13:01:42 -0800,,Eastern Time (US & Canada) 567790793197629440,negative,1.0,Flight Attendant Complaints,0.6673,US Airways,,laurastarbeth,,1,@USAirways Please staff your flights approproately. Our entire flight is delayed because FA isnt here. I shouldnt have left Delta...,,2015-02-17 13:00:48 -0800,Boston,Eastern Time (US & Canada) 567790572833103872,negative,1.0,Cancelled Flight,1.0,US Airways,,Whooeeeee,,0,@USAirways tooooo many Cancelled Flightations! My chain of command hates me now,,2015-02-17 12:59:56 -0800,All Over the Damn Place,Atlantic Time (Canada) 567790175813681153,negative,1.0,Cancelled Flight,1.0,US Airways,,ashleyapaine,,0,@USAirways you Cancelled Flightled both my flights and refused to give a voucher despite no flights for 2days. @USAirways #neveragain,,2015-02-17 12:58:21 -0800,, 567789902633664512,negative,0.6449,Cancelled Flight,0.3285,US Airways,,jdpletnick,,1,@USAirways I just think if I am staying w your airline & rescheduling a flight I shouldn't absorb a fee that is the cost of 1/2 my flight,,2015-02-17 12:57:16 -0800,"Newtown, Pa",Quito 567788578026311680,positive,1.0,,,US Airways,,Lucifer_20,,0,@USAirways that's why u guys are my #1 choice.,,2015-02-17 12:52:00 -0800,,Eastern Time (US & Canada) 567788199175786496,positive,0.6637,,0.0,US Airways,,NaomiSheltonDC,,0,@USAirways thanks. 😒,,2015-02-17 12:50:30 -0800,,Eastern Time (US & Canada) 567787449053872128,negative,1.0,Customer Service Issue,1.0,US Airways,,michael_lepp,,1,@usairways I’m cool with weather delays etc. But lying and deceiving passengers to keep them from changing is reprehensible. #yousuck,"[35.22032317, -80.94508353]",2015-02-17 12:47:31 -0800,"Charlotte, North Carolina",Quito 567786807224705027,negative,1.0,Cancelled Flight,1.0,US Airways,,TGRunningLady,,0,"@usairways I just want to get home before Wednesday... Joke is over, 50hrs of Cancelled Flightlations and delays is enough!",,2015-02-17 12:44:58 -0800,, 567786151370629121,positive,0.6762,,,US Airways,,zachupton,,0,@USAirways how about a drink voucher for the next flight?? #winkwink,,2015-02-17 12:42:22 -0800,Beavercreek Ohio, 567784773780013057,positive,0.6507,,,US Airways,,Champa24,,0,@USAirways nice touch with using my first name. Very intimate. I'll be filing a claim soon to be reimbursed. Have a us airways day!,,2015-02-17 12:36:53 -0800,, 567783713833234432,negative,1.0,Customer Service Issue,0.6633,US Airways,,jjsimonCNN,,1,"@USAirways The airline is embarrassing itself. I get that bad weather isn't your fault, but your response to it couldn't have been worse.",,2015-02-17 12:32:40 -0800,"Washington, DC, USA",Eastern Time (US & Canada) 567782686077747200,negative,0.6677,Bad Flight,0.3602,US Airways,,bradlerner,,0,@USAirways any updates on flight 5202 from ORF to PHL no one at gate... ;(,,2015-02-17 12:28:35 -0800,Virginia Beach, 567782645975625729,negative,1.0,Flight Booking Problems,1.0,US Airways,,shoobe01,,0,"@usairways Yes. Works in Firefox. Can do everything but finish purchase. Button turns gray, never submits. For a couple weeks now.",,2015-02-17 12:28:26 -0800,"Mission, Kansas", 567781757274292224,negative,1.0,Cancelled Flight,0.6606,US Airways,,rkasold,,0,@USAirways 2.5 hours Late Flightr and the flight has been Cancelled Flightled. You gotta work on your internal communication skills.,,2015-02-17 12:24:54 -0800,,Eastern Time (US & Canada) 567781582791278592,negative,1.0,Bad Flight,0.6531,US Airways,,33rdn8th,,0,"@USAirways had a horrible experience flying from Montego Bay to Philadelphia on 2/11. $125 2check a golf bag, constant selling in-flight",,2015-02-17 12:24:12 -0800,, 567781477761314816,negative,1.0,longlines,0.6487,US Airways,,shipge,,0,"@usairways told no gates open at #ORD, needed to wait 20mins. Still waiting after about 4 mins.",,2015-02-17 12:23:47 -0800,Chicago,Central Time (US & Canada) 567781227537915906,negative,1.0,Late Flight,1.0,US Airways,,rkasold,,0,@USAirways And it's 3:22 with no sign of boarding.... Can I please get another update?,,2015-02-17 12:22:48 -0800,,Eastern Time (US & Canada) 567781176375803905,negative,1.0,Flight Booking Problems,1.0,US Airways,,mikemayo1428,,0,@USAirways still can't get a real person on the phone to book a flight. Ready to just go with #jetblue since they care. #usairwayssucks,,2015-02-17 12:22:35 -0800,"Portland, ME",Atlantic Time (Canada) 567780624531222528,positive,0.3678,,0.0,US Airways,,DAngel082,,0,"@USAirways after missing my flight and reFlight Booking Problems 2x, I just walked onto another flight and my phone was still on the seat!!",,2015-02-17 12:20:24 -0800,New York, 567779193342423040,negative,1.0,Customer Service Issue,0.6606,US Airways,,DomaineD1997,,0,@USAirways great job communicating to the passengers! Flight 1855 doesn't exist anymore? http://t.co/hLZaHXkdSn,,2015-02-17 12:14:43 -0800,NC, 567778512548167680,positive,0.6714,,0.0,US Airways,,mdejock,,0,@USAirways thanks Travis at PHL A East checkin for knowing baggage policies. Skis & boots count as 1. Teach your mgr who didn't know,,2015-02-17 12:12:00 -0800,, 567778498723737600,negative,0.6667,Lost Luggage,0.6667,US Airways,,benjaminspear,,0,@usairways Thx for responding :) When bags came there was mad rush towards end of jetway—why not just put thru baggage claim?,,2015-02-17 12:11:57 -0800,"Boston, MA",Quito 567778236026077185,negative,1.0,longlines,1.0,US Airways,,mattgarcia901,,0,@USAirways @AmericanAir we are on us/aa flight 4443.We arrived at dca at 2:12. Waiting on our gate (33)for apx an hr now. No update?,"[38.8639627, -77.0436015]",2015-02-17 12:10:54 -0800,"Washington, DC",Central Time (US & Canada) 567777743665946624,negative,1.0,Customer Service Issue,0.35200000000000004,US Airways,,dosydoh,,0,@USAirways Have an agent with reservations contact me instead of asking me to waste my time by sitting on the phone for hours,,2015-02-17 12:08:57 -0800,,Pacific Time (US & Canada) 567777625344593920,negative,1.0,Customer Service Issue,0.6444,US Airways,,dosydoh,,0,"@USAirways If you believe in keeping your customers happy, especially after a mistake was made on your part...",,2015-02-17 12:08:29 -0800,,Pacific Time (US & Canada) 567777187265515521,neutral,0.6459,,0.0,US Airways,,DropMeAnywhere,,0,"@USAirways Would love to combine AA and USAir accts. Unfortunately, one has my middle name & one has middle initial. Won't allow change","[0.0, 0.0]",2015-02-17 12:06:44 -0800,"Here, There and Everywhere",Arizona 567777150145949697,negative,1.0,Customer Service Issue,0.664,US Airways,,mattt1312,,0,@USAirways I had a rep 10 min in who said she couldn't help so transferred me to dividend miles customer service,,2015-02-17 12:06:36 -0800,,Quito 567777100112101376,positive,1.0,,,US Airways,,davidniu7,,0,@USAirways right on. Up. Up & away ✈️🌞,,2015-02-17 12:06:24 -0800,"Philadelphia, PA",Quito 567776714303238144,negative,1.0,Customer Service Issue,1.0,US Airways,,mikemayo1428,,0,@USAirways your customer service stinks. Trying to book a flight for hours now and keep getting hung up on. #usairwayssucks,,2015-02-17 12:04:52 -0800,"Portland, ME",Atlantic Time (Canada) 567776364351074304,neutral,0.6906,,0.0,US Airways,,htmella,,0,@USAirways please please please let my plane back to the gate so I can get off as I will miss connection due to CLT closing. 2034,,2015-02-17 12:03:28 -0800,"Washington, DC",Quito 567776258621464577,negative,1.0,Late Flight,0.6759999999999999,US Airways,,mattgarcia901,,0,@USAirways we've (flight 4443) been sitting on the tarmac of dca for a while now waiting on a gate. Can we just use another gate?,"[38.8687568, -77.035652]",2015-02-17 12:03:03 -0800,"Washington, DC",Central Time (US & Canada) 567776148864913408,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,DomaineD1997,,0,@USAirways I hope flight 1855 is not being delayed because flight attendant didn't come to work! #nobackup,,2015-02-17 12:02:37 -0800,NC, 567775776582672384,negative,1.0,Cancelled Flight,0.6839,US Airways,,CGrescueswimmer,,0,"@usairways you made us miss our flight, first class now I can't even enter the admirals club. Not happy dm me to fix this.",,2015-02-17 12:01:08 -0800,"St. Louis, MO",Central Time (US & Canada) 567774229249421312,negative,1.0,Late Flight,1.0,US Airways,,amorris1116,,0,"@USAirways can you please DM me, my flight has been delayed going into CLT which will force me to miss my connection to LGA at 10:05pm",,2015-02-17 11:54:59 -0800,, 567771635139502080,negative,1.0,Customer Service Issue,0.6845,US Airways,,_JoeChuck,,1,@USAirways on hold for 2 hours. You know what just keep my money,,2015-02-17 11:44:41 -0800,CT to Queens ,Eastern Time (US & Canada) 567771225104338944,negative,1.0,Flight Booking Problems,0.3603,US Airways,,jdpletnick,,1,@USAirways charging $200 2 change a flight is a rip off the reason I have 2 is out of my hands & I want 2 reschedule same flight but in July,,2015-02-17 11:43:03 -0800,"Newtown, Pa",Quito 567769337256484864,negative,1.0,Late Flight,0.3545,US Airways,,rkasold,,0,@USAirways flight 1808 is not leaving at 2:45 because we haven't even begun to board yet. Please update your website ASAP,,2015-02-17 11:35:33 -0800,,Eastern Time (US & Canada) 567768830265401344,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,j_husucks,,0,@USAirways @Jack_Kairys (2/2) and another sent him to the wrong line...oh and the kiosks weren't working! #thanks,,2015-02-17 11:33:32 -0800,, 567768552644423680,negative,1.0,Flight Attendant Complaints,0.6923,US Airways,,j_husucks,,0,@USAirways also your employees were LESS then helpful when @Jack_Kairys was checking his bag. Two just left their desks completely (1/2),,2015-02-17 11:32:26 -0800,, 567768450471587840,negative,1.0,Customer Service Issue,1.0,US Airways,,rkasold,,0,@USAirways the phone number the gate gave me doesn't work either. What is your customer service phone number?,,2015-02-17 11:32:01 -0800,,Eastern Time (US & Canada) 567768417038761987,neutral,1.0,,,US Airways,,JenniesMagic,,0,@USAirways done,,2015-02-17 11:31:53 -0800,,Eastern Time (US & Canada) 567768224607911936,negative,1.0,Bad Flight,0.3733,US Airways,,j_husucks,,0,@USAirways @Jack_Kairys your site clearly explains we are allowed a carry on. This was allowed at PIT but not BOS. How does that make sense?,,2015-02-17 11:31:08 -0800,, 567767738886545408,negative,1.0,Customer Service Issue,1.0,US Airways,,izzyflan,,0,"@USAirways never in my life have I dealt with such poor customer service, irresponsible staff and lack of care LGA-IAH day 2, baggage in NC?",,2015-02-17 11:29:12 -0800,, 567766633637502976,negative,1.0,Customer Service Issue,1.0,US Airways,,Dazoulai,,0,@USAirways Thks 4 tip. Seems like a workaround rather than a customer-friendly solution. They should have an easily accessible email.,,2015-02-17 11:24:48 -0800,, 567765893355417601,neutral,0.6659,,0.0,US Airways,,zachupton,,0,@USAirways unfortunately not. I think I watched it take off from the bus. Rebooked for a Late Flightr flight now #planestrainsandautomobiles,,2015-02-17 11:21:52 -0800,Beavercreek Ohio, 567764858817773570,neutral,0.6745,,0.0,US Airways,,DaintyKenyan,,0,@USAirways I was supposed to be on flight 1861 from Charlotte to RDU @ 8:20pm yesterday. Is the same flight scheduled for departure tonight?,,2015-02-17 11:17:45 -0800,"Research Triangle Park, N.C.",Quito 567763837055954944,positive,0.6858,,0.0,US Airways,,erickofiejones,,0,@USAirways Thank you so much its been a very stressful day,,2015-02-17 11:13:41 -0800,,Eastern Time (US & Canada) 567763697230438400,negative,1.0,Flight Attendant Complaints,0.6419,US Airways,,liquidfox1,,0,"@USAirways me too. In the future, have a better harsh weather preparedness plan. So much of your staff called out that everything snowballed",,2015-02-17 11:13:08 -0800,This is an AD account. 18+, 567763065706250240,negative,1.0,Flight Booking Problems,0.708,US Airways,,shoobe01,,0,"@usairways If I could/wanted to call I wouldn't use the internet to make a reservation. Site won't work on Chrome, on several computers.",,2015-02-17 11:10:38 -0800,"Mission, Kansas", 567762685200228352,neutral,0.6845,,0.0,US Airways,,Eagles_SAB,,0,"@USAirways Darn it, first in line for no upgrade! Wish I understood the policy. :) http://t.co/xGPaAyFDwt",,2015-02-17 11:09:07 -0800,"Philadelphia, PA",Central Time (US & Canada) 567762670045364225,negative,1.0,Lost Luggage,1.0,US Airways,,MsAmanRm103,,0,@USAirways Waiting for my luggage on flight 1923. Is there a delay?,,2015-02-17 11:09:03 -0800,"Detroit, MI", 567761568889581569,negative,1.0,Customer Service Issue,1.0,US Airways,,rkasold,,0,@USAirways will you please update your website with the most current flight status? And update your customer service phone # on @google thx,,2015-02-17 11:04:41 -0800,,Eastern Time (US & Canada) 567761193138671616,negative,0.6458,Flight Booking Problems,0.3333,US Airways,,GainesJohnson,,0,@USAirways Flight Booking Problems a flight using credit from a previously Cancelled Flightled flight. Can't get thru on the phone and can't book online. Help please.,,2015-02-17 11:03:11 -0800,"Charlottesville, Virginia",Central Time (US & Canada) 567761144190746625,positive,1.0,,,US Airways,,TreyWheelerCEO,,0,@USAirways Absolutely!! The staff was amazing!!,"[36.08576903, -115.14953095]",2015-02-17 11:02:59 -0800,"Lima, OH",Eastern Time (US & Canada) 567760870630244352,negative,1.0,Can't Tell,1.0,US Airways,,kpbball41,,0,@USAirways you are horrendous. Pull your shit together,,2015-02-17 11:01:54 -0800,"Boston, MA",Quito 567760474553348096,positive,1.0,,,US Airways,,htmella,,0,@USAirways Haha - that will indeed be a great day!,,2015-02-17 11:00:20 -0800,"Washington, DC",Quito 567759874403344384,negative,1.0,Late Flight,0.7078,US Airways,,simuLate Flightthis,,0,"@USAirways I want my money back. Now we're sitting on the runway. After a 2 hour delay, waiting for the baggage to begin loading.","[40.6488643, -73.7944749]",2015-02-17 10:57:57 -0800,Queens,Quito 567759456503881729,negative,1.0,Late Flight,0.6768,US Airways,,HelloKansas,,0,@USAirways how is your gate agent gonna tell me my flight is on time when its 5 minutes past departure time and the previous flights plane..,,2015-02-17 10:56:17 -0800,"Nashville, TN",Eastern Time (US & Canada) 567759344360783872,negative,1.0,Flight Attendant Complaints,0.6849,US Airways,,afioto,,0,@USAirways this is the aforementioned pilot. @AmericanAir sure you want to merge with these patron hitting hoodlums? http://t.co/C24cEfa9pl,"[35.20346242, -80.92218024]",2015-02-17 10:55:50 -0800,,Central Time (US & Canada) 567759268724887552,neutral,0.6829999999999999,,0.0,US Airways,,DAngel082,,0,@USAirways my flight was #3729...but I left my phone on the plane or the shuttle :(,,2015-02-17 10:55:32 -0800,New York, 567757897841385473,positive,0.6291,,0.0,US Airways,,KristinKlutz,,0,@USAirways thank you! I tried that and they said they didn't have it. Anywhere else to try?,,2015-02-17 10:50:05 -0800,, 567757851104641024,negative,0.6955,Can't Tell,0.3531,US Airways,,BlessedEpiphany,,0,@USAirways @AmericanAir best u could do-I might get my refund within 2 billing cycles. Months of u guys asking for another chance. I'm done,,2015-02-17 10:49:54 -0800,"Dallas, TX by way of Tampa, FL",America/Chicago 567757203093090305,negative,1.0,Cancelled Flight,1.0,US Airways,,BlessedEpiphany,,0,"@usairways and @AmericanAir 4 days of Cancelled Flightations, I have driven to 3 airports in 3 different states, spent more on gas than my flight.",,2015-02-17 10:47:20 -0800,"Dallas, TX by way of Tampa, FL",America/Chicago 567756326718431232,negative,0.69,Flight Attendant Complaints,0.36,US Airways,,Jack_Kairys,,0,@USAirways then why did my whole team be able to put there carry ons under the plane,,2015-02-17 10:43:51 -0800,, 567755891714174976,positive,1.0,,,US Airways,,themadhacker13,,0,@USAirways customer service at its finest,,2015-02-17 10:42:07 -0800,East Coast,Eastern Time (US & Canada) 567755542362591233,negative,1.0,Customer Service Issue,0.6867,US Airways,,Dazoulai,,0,@USAirways No speciifc email. 1500 character limit for complaints. Is AA/US customer complaints adopting the twitter model?,,2015-02-17 10:40:44 -0800,, 567754593434873857,neutral,0.6632,,0.0,US Airways,,zachupton,,0,@USAirways please hold 3923! I can see it. Just can't get off my first plane quick enough,,2015-02-17 10:36:58 -0800,Beavercreek Ohio, 567754392682901504,negative,0.6535,Late Flight,0.3366,US Airways,,zachupton,,0,@USAirways please hogs my next flight for me! I'm waiting on a bus to get me off one plane so I can run to the other. It leaves in two min!,,2015-02-17 10:36:10 -0800,Beavercreek Ohio, 567754056924672000,positive,1.0,,,US Airways,,lauras_music,,0,@USAirways Fabulous - thank you so much! Looking forward to taking to the skies with you! :),,2015-02-17 10:34:50 -0800,Ohio,Eastern Time (US & Canada) 567753872967528448,negative,1.0,Bad Flight,0.3789,US Airways,,ElaineLibrarian,,0,.@USAirways we r rebooked. got conflicting info abt baggage. Y no extra plane batteries on hand? Y no comped admirals club for 9 hr wait?,,2015-02-17 10:34:06 -0800,"Albany, NY",Central Time (US & Canada) 567753815634370560,negative,1.0,Customer Service Issue,1.0,US Airways,,tamajared,,0,@USAirways Don't tell me that. Tell me what I can actually DO to reach someone. I don't mind being put on hold but it won't even do THAT.,,2015-02-17 10:33:52 -0800,DC / MIA,Quito 567753071833665536,negative,1.0,Cancelled Flight,1.0,US Airways,,erickofiejones,,0,@USAirways No I missed the funeral so I had to take a train back to Newark,,2015-02-17 10:30:55 -0800,,Eastern Time (US & Canada) 567752558207586304,neutral,1.0,,,US Airways,,ewenmilligan,,0,@USAirways what is the baggage allowance on flights from Glasgow to the US? Thanks,,2015-02-17 10:28:52 -0800,"Fife, Dunfermline",London 567751134476259328,negative,1.0,Can't Tell,1.0,US Airways,,_JoeChuck,,0,@USAirways @AmericanAir what a joke of a company today reminded me why I never book with you,,2015-02-17 10:23:13 -0800,CT to Queens ,Eastern Time (US & Canada) 567751025890709504,positive,0.6727,,0.0,US Airways,,TreyWheelerCEO,,0,@USAirways — I had exceptional service on flight #403 from IND to PHX!!,"[36.08584875, -115.14968355]",2015-02-17 10:22:47 -0800,"Lima, OH",Eastern Time (US & Canada) 567748987512705027,negative,1.0,Flight Attendant Complaints,1.0,US Airways,,sampleonephl,,0,@USAirways it's be nice to take a flight and have some level of consistency / service from the flight attendants. Quality control???,,2015-02-17 10:14:41 -0800,NYC,Central Time (US & Canada) 567747769176432640,negative,1.0,Cancelled Flight,0.6474,US Airways,,cnichols9,,0,@USAirways Travelling from pwm to atl on Sunday That flight got Cancelled Flightled and my new flight is Cancelled Flightled and got disconnected when reFlight Booking Problems,,2015-02-17 10:09:51 -0800,Georgia, 567747420650754048,negative,1.0,Customer Service Issue,0.3505,US Airways,,jameypricephoto,,0,"@USAirways I believe you. But in all seriousness, what's an acceptable time I should have this expense on my name that wasn't my fault....",,2015-02-17 10:08:27 -0800,,Eastern Time (US & Canada) 567745702231830529,negative,1.0,Customer Service Issue,0.6738,US Airways,,ALHphoto,,0,@USAirways cust serv reps who are unable to change reservations in your system Check in unaware of Cancelled Flights that I got word on night before,,2015-02-17 10:01:38 -0800,"Raleigh,NC",Atlantic Time (Canada) 567745507834220546,neutral,1.0,,,US Airways,,JKrace45,,0,@USAirways is there any way that you could hold flight 628 in CLT my husband is stuck in the security check line. flight scheduled for 1PM,,2015-02-17 10:00:51 -0800,, 567744963870752768,negative,1.0,Customer Service Issue,1.0,US Airways,,ALHphoto,,0,@USAirways issues are not with people who r nice or storm emails with wrong phone numbers auto rebooked flights to non connecting cities,,2015-02-17 09:58:42 -0800,"Raleigh,NC",Atlantic Time (Canada) 567743200614289408,negative,1.0,Cancelled Flight,1.0,US Airways,,Kyle_Clarke528,,0,@USAirways missing my reservations due to a Cancelled Flightled flight. Make it right by giving me first class tomorrow. Make your customers happy.,,2015-02-17 09:51:41 -0800,"Worthington, Ohio",Central Time (US & Canada) 567742912579272704,negative,1.0,Lost Luggage,1.0,US Airways,,itsjustdoc,,0,"@USAirways it's not a consolation because my bags are somewhere else, which is a real impediment to me going on a different vacation",,2015-02-17 09:50:33 -0800,Ohio,Quito 567741884140093440,negative,0.6484,Late Flight,0.3407,US Airways,,Champa24,,0,@USAirways any tips on getting a hotel that your airline won't get for any of us even though we were told that we'd make our flight?,,2015-02-17 09:46:27 -0800,, 567739813114417152,neutral,1.0,,,US Airways,,KristinKlutz,,0,"@USAirways I left my son's Duke hat on flight #1761 last night. It says ""Mason"" on the back. Any way of locating it? Thanks in advance!",,2015-02-17 09:38:14 -0800,, 567739625465077761,neutral,1.0,,,US Airways,,bradleycfox,,0,@USAirways will my known traveler no. transfer over from @AmericanAir ? when I check in at t-24 as an AA elite I can get choice seats?,,2015-02-17 09:37:29 -0800,"Seattle, WA / 36,000 feet",Pacific Time (US & Canada) 567738680945958913,negative,1.0,Flight Booking Problems,0.6581,US Airways,,TaiScott11,,0,@USAirways I booked a flight yesterday but didnt receive an email confirmation and I my dividends number isn't registering. Please help.,,2015-02-17 09:33:44 -0800,, 567737598115082241,positive,0.679,,,US Airways,,mnardini1,,0,@usairways #crew keeping safety top of mind in CLT. http://t.co/a0YoSJHZMc,,2015-02-17 09:29:26 -0800,DC,Eastern Time (US & Canada) 567736516420853760,negative,1.0,Customer Service Issue,0.6454,US Airways,,cristalyze,,0,"@USAirways & there are seats together, they just have fees. Seems if I'm taking a 5am flight the least you can do is wave the $10.",,2015-02-17 09:25:08 -0800,"Washington, DC",Eastern Time (US & Canada) 567736505477918722,neutral,1.0,,,US Airways,,lauras_music,,0,@USAirways Im researching a flight & noticed a small issue w/class of service between your site & other sites. Could Reservations help me?,,2015-02-17 09:25:05 -0800,Ohio,Eastern Time (US & Canada) 567735943424397312,negative,1.0,Cancelled Flight,0.3431,US Airways,,erickofiejones,,0,@USAirways I need someone from management to contact me I was flying to a funeral won't make it now to add to my pain they want me 2 pay,,2015-02-17 09:22:51 -0800,,Eastern Time (US & Canada) 567735337246806016,negative,1.0,Cancelled Flight,0.6995,US Airways,,erickofiejones,,0,@USAirways Just contaced EYEWITNESS NEWS about the ripoff the Cancelled Flighted now they want me to pay,,2015-02-17 09:20:27 -0800,,Eastern Time (US & Canada) 567735186881003520,neutral,1.0,,,US Airways,,portugrad,,0,@USAirways How can I change without penalty and not have to call customer service,,2015-02-17 09:19:51 -0800,Chicagoland Area,Central Time (US & Canada) 567734830800961537,negative,1.0,Customer Service Issue,1.0,US Airways,,Jamayka,,0,@USAirways when I call it says y'all are too busy and to call back Late Flightr. this is terrible customer service. what will you do about it?,,2015-02-17 09:18:26 -0800,"Austin, TX",Central Time (US & Canada) 567734790108225536,negative,1.0,Cancelled Flight,1.0,US Airways,,erickofiejones,,0,"@USAirways They charged me for a flight they Cancelled Flightled, unbelievable and unheard of",,2015-02-17 09:18:16 -0800,,Eastern Time (US & Canada) 567734584000135168,negative,1.0,Can't Tell,1.0,US Airways,,erickofiejones,,0,@USAirways I was completely ripped of by US Airways today never fly this airline I am contacting my local news,,2015-02-17 09:17:27 -0800,,Eastern Time (US & Canada) 567734506434854912,negative,1.0,Customer Service Issue,1.0,US Airways,,portugrad,,0,@USAirways I can't believe that you would refer me to a number no one seems to be getting through. Really? I need help ASAP!,,2015-02-17 09:17:08 -0800,Chicagoland Area,Central Time (US & Canada) 567734499669454848,negative,1.0,longlines,0.6909,US Airways,,indystevens,,0,@USAirways hundreds of people in line and less than half the desks being manned at CLT. Help?,,2015-02-17 09:17:07 -0800,,Quito 567734357839056896,negative,0.6916,Customer Service Issue,0.6916,US Airways,,Dazoulai,,0,@USAirways Why is there no contact email for customer complaints?,,2015-02-17 09:16:33 -0800,, 567733682879086592,negative,1.0,Late Flight,1.0,US Airways,,simuLate Flightthis,,0,"@USAirways Now I am probably going to miss my connection in Charlotte, so I will have to drive home for the funeral.",,2015-02-17 09:13:52 -0800,Queens,Quito 567733511281721344,negative,1.0,Cancelled Flight,1.0,US Airways,,simuLate Flightthis,,0,"@USAirways Flight 2069 from JFK to Charlotte, then 3750 from Charlotte to Birmingham. 2 previous flights to HSV were Cancelled Flightled.",,2015-02-17 09:13:11 -0800,Queens,Quito 567732946241470464,negative,1.0,Customer Service Issue,1.0,US Airways,,ceowens5,,0,@USAirways still crickets from customer service.,,2015-02-17 09:10:57 -0800,"Seattle, WA", 567732372997963777,neutral,1.0,,,US Airways,,JasonPlizga,,0,@USAirways flight #3900 fro ORF to PHL.,,2015-02-17 09:08:40 -0800,, 567732351774781440,negative,1.0,Flight Booking Problems,0.6809,US Airways,,AndreybohdanY,,0,"@USAirways That is not an excuse to have such a poor website Flight Booking Problems options! My yearly vacation is about to fall through, ubetter do smth!",,2015-02-17 09:08:35 -0800,, 567732265888006145,negative,1.0,Customer Service Issue,1.0,US Airways,,tamajared,,0,@USAirways The phone line disconnects. How can I be in the queue to be answered when the phone line simply disconnects when I call?,,2015-02-17 09:08:14 -0800,DC / MIA,Quito 567731585035014144,negative,1.0,Cancelled Flight,0.672,US Airways,,Kyle_Clarke528,,0,@USAirways want to bump up my seet to first class for two Cancelled Flightlations in 24hrs?? what a joke,,2015-02-17 09:05:32 -0800,"Worthington, Ohio",Central Time (US & Canada) 567730833998757890,negative,0.6447,Customer Service Issue,0.3278,US Airways,,DAngel082,,0,@USAirways to arrive the plane I'm sitting on needs to take off...wish someone would tell us what the holdup is,,2015-02-17 09:02:33 -0800,New York, 567730390291714048,negative,1.0,Customer Service Issue,1.0,US Airways,,TullamoreEims,,0,@USAirways This is dating back to Nov. I have been sent back and forth between you and @eDreams_en. It's a disgrace.,,2015-02-17 09:00:47 -0800,Dublin Raised | Brooklyn Based,Dublin 567730323988172800,positive,0.6718,,,US Airways,,ShiningLghtPE,,0,@USAirways will do. Hoping for a voucher for a future flight #Optimistic,,2015-02-17 09:00:31 -0800,"Pittsburgh, Pa",Eastern Time (US & Canada) 567729749087498240,negative,1.0,Lost Luggage,1.0,US Airways,,itsjustdoc,,0,@USAirways I didn't even leave the airport and you sent 2 of my bags to Philadelphia!,,2015-02-17 08:58:14 -0800,Ohio,Quito 567729700110602240,negative,1.0,Customer Service Issue,0.6889,US Airways,,portugrad,,0,@USAirways Thanks for the info but have been trying for over 24hrs and no luck. Flight dep. Today. Need 2 change 2 tomorrow or Thursday,,2015-02-17 08:58:03 -0800,Chicagoland Area,Central Time (US & Canada) 567729658276237312,negative,1.0,Customer Service Issue,1.0,US Airways,,Jamayka,,0,@USAirways tried twice today on hold for 30 min each time. i have things to do so can't live on hold dealing w/ your customer serv failures,,2015-02-17 08:57:53 -0800,"Austin, TX",Central Time (US & Canada) 567729414822449152,negative,1.0,Lost Luggage,1.0,US Airways,,itsjustdoc,,0,@USAirways no warm weather hubs means no Mexico for us. And I can't go anywhere else since you lost my bags. I hope you attempt to rectify,,2015-02-17 08:56:55 -0800,Ohio,Quito 567729325810917377,negative,1.0,Cancelled Flight,0.6959,US Airways,,LucyALloyd,,0,@USAirways No kidding. Oy.,,2015-02-17 08:56:33 -0800,Downers Grove,Central Time (US & Canada) 567729241312489472,positive,0.6939,,,US Airways,,imayfan,,0,@USAirways thanks,,2015-02-17 08:56:13 -0800,,Eastern Time (US & Canada) 567729135733465088,negative,1.0,Customer Service Issue,0.6275,US Airways,,itsjustdoc,,0,@USAirways thank you for blowing my vacation. Couldn't get me anywhere today to make my reservation and also lost 2 bags of mine!,,2015-02-17 08:55:48 -0800,Ohio,Quito 567728890206904320,negative,1.0,Flight Booking Problems,0.6611,US Airways,,AlexRolek,,0,@USAirways been trying to talk with a dividend miles rep for 2 days now. I have been holding for over 2 hours each day. What are my options?,,2015-02-17 08:54:49 -0800,"San Diego, CA", 567728860629057537,negative,0.6515,Late Flight,0.6515,US Airways,,laura_crom,,0,@USAirways and it still says it's on time on your website btw,,2015-02-17 08:54:42 -0800,boston,Quito 567728533771132928,negative,1.0,Customer Service Issue,1.0,US Airways,,TheTaxDiva,,0,@USAirways your customer service is horrible,,2015-02-17 08:53:24 -0800,MiamiHoustonDCHouston,Central Time (US & Canada) 567728481623359488,negative,1.0,Customer Service Issue,1.0,US Airways,,TheTaxDiva,,0,@USAirways I expect something more than telling me to see an agent to rebook my flight...,,2015-02-17 08:53:12 -0800,MiamiHoustonDCHouston,Central Time (US & Canada) 567728386014183424,negative,1.0,Lost Luggage,1.0,US Airways,,TheTaxDiva,,0,@USAirways you have the ability to switch my flight to @AmericanAir but you cannot tell me where my bags are.,,2015-02-17 08:52:49 -0800,MiamiHoustonDCHouston,Central Time (US & Canada) 567728285174743041,negative,1.0,Customer Service Issue,0.3596,US Airways,,TheTaxDiva,,0,@USAirways I did and it's been a disaster. You had me sitting on the runway only to bring the plane back to the gate smh,,2015-02-17 08:52:25 -0800,MiamiHoustonDCHouston,Central Time (US & Canada) 567728057700876288,negative,1.0,longlines,0.6989,US Airways,,Champa24,,0,@USAirways no we haven't because we've been in the same line at the service desk for an 1hr and 1/2 now in the same spot.,,2015-02-17 08:51:31 -0800,, 567728017196457987,neutral,0.6379,,0.0,US Airways,,laura_crom,,0,"@USAirways on your website and on your boards at Logan it said it was on time, so we went through security and got to the gate (2)",,2015-02-17 08:51:21 -0800,boston,Quito 567727581873848320,negative,1.0,Cancelled Flight,1.0,US Airways,,laura_crom,,0,@USAirways I got up at 2 am for a 5 am flight from bos to Charlotte which I found was Cancelled Flightled once I got to the gate (1),,2015-02-17 08:49:38 -0800,boston,Quito 567727479633477632,positive,1.0,,,US Airways,,northerninsgr,,0,@USAirways please give Tara G a pat on the back and praise. She was very very helpful. She is at PHL member lounge,,2015-02-17 08:49:13 -0800,Maine, 567727159096385536,positive,0.6729,,,US Airways,,DAngel082,,0,@USAirways thanks I hope I get to my destination,,2015-02-17 08:47:57 -0800,New York, 567726594698264576,negative,1.0,Late Flight,1.0,US Airways,,DAngel082,,0,@USAirways well its 11:45am and just got an email that my 11am flight is delayed-thats not right,,2015-02-17 08:45:42 -0800,New York, 567726186038837248,negative,1.0,Late Flight,0.6787,US Airways,,JasonPlizga,,0,@USAirways How soon is possible? I boarded the plane the 1st time at 6:30 am and it is now after 11:30 am and I'm still where I started.,,2015-02-17 08:44:05 -0800,, 567726138223771649,negative,1.0,Customer Service Issue,0.6577,US Airways,,crshipferling,,0,@USAirways your chairmans phone is down. what other number can i use?,,2015-02-17 08:43:53 -0800,"ÜT: 35.029717,-80.9659", 567725588937728000,negative,1.0,Bad Flight,0.6201,US Airways,,TheTaxDiva,,0,@USAirways @AmericanAir you make Spirit look like the gem of air travel. You haven't handle this winter storm very well...,,2015-02-17 08:41:42 -0800,MiamiHoustonDCHouston,Central Time (US & Canada) 567725387904720896,positive,0.6664,,,US Airways,,Forsyth_Factor,,0,"@USAirways thanks for the reply, hoping everything is cleared up in Charlotte by Monday",,2015-02-17 08:40:54 -0800,Anderson,Indiana (East) 567725304958160896,negative,1.0,Customer Service Issue,1.0,US Airways,,jameypricephoto,,0,@USAirways it takes a month?,,2015-02-17 08:40:35 -0800,,Eastern Time (US & Canada) 567725170367148034,negative,1.0,Lost Luggage,1.0,US Airways,,juliadavis,,0,"Yes, I filed a report in Atlanta. My bags are in Charlotte, NC. 24 hours Late Flightr and still can't find my luggage ... @USAirways",,2015-02-17 08:40:03 -0800,"Atlanta, Georgia",Eastern Time (US & Canada) 567725125194493953,negative,0.667,Can't Tell,0.3533,US Airways,,Jack_Kairys,,0,@USAirways it was supposed to be a carry on and in Pittsburgh coming to Boston it was a carry on,,2015-02-17 08:39:52 -0800,, 567724943375626240,neutral,0.6383,,0.0,US Airways,,TullamoreEims,,0,@USAirways You need to contact me ASAP. #Furious,,2015-02-17 08:39:08 -0800,Dublin Raised | Brooklyn Based,Dublin 567724133434535936,negative,0.6907,Customer Service Issue,0.6907,US Airways,,DAngel082,,0,@USAirways can't even get on hold to wait to speak to someone-awesome,,2015-02-17 08:35:55 -0800,New York, 567722301471199232,negative,1.0,Customer Service Issue,1.0,US Airways,,CharNewsJunkie,,0,"@USAirways Almost 4 hours and coin now. Understand higher call volume, but this is unacceptable.",,2015-02-17 08:28:39 -0800,"Charlotte, North Carolina",Eastern Time (US & Canada) 567721945954009088,negative,1.0,Cancelled Flight,0.6774,US Airways,,LucyALloyd,,0,. @USAirways It's been Cancelled Flighted. Your SM response is slow.,,2015-02-17 08:27:14 -0800,Downers Grove,Central Time (US & Canada) 567721806040031232,negative,1.0,Cancelled Flight,0.6511,US Airways,,DaFuente,,0,"@USAirways I’ve had my flight Cancelled Flightled twice now, and after 5 minutes of automated questions, the phone just goes to a busy signal. Help?",,2015-02-17 08:26:40 -0800,"Atlanta, GA",Eastern Time (US & Canada) 567719005713334276,negative,1.0,Bad Flight,0.3476,US Airways,,Champa24,,0,@USAirways great job today In ruining 45 people's vacation. Thanks to your incompetent pilot and staff we have all now missed our flights,,2015-02-17 08:15:33 -0800,, 567718099794006016,negative,1.0,Bad Flight,0.337,US Airways,,Jack_Kairys,,0,@USAirways your service has been awful in Boston and I had to pay 25 extra dollars than I was supposed too I am very dissatisfied #mad,,2015-02-17 08:11:57 -0800,, 567712600772050945,negative,0.6716,Late Flight,0.6716,US Airways,,sankeshw,,0,"@USAirways we are on the 2pm flight FLL to PHL and then connection to MAN. However, with the delays we might miss it. Can we go earlier?",,2015-02-17 07:50:06 -0800,"North West, UK",Casablanca 567710245053407232,negative,1.0,Customer Service Issue,0.6838,US Airways,,CharNewsJunkie,,0,@USAirways I have been on hold with your Gold reservations line for OVER 3 HOURS now. Flight Cancelled Flightled. Trying to rebook.,,2015-02-17 07:40:44 -0800,"Charlotte, North Carolina",Eastern Time (US & Canada) 567698031081160704,negative,1.0,Customer Service Issue,0.6963,US Airways,,MarkKersten,,0,.@USAirways we have no choice but to pay another $50 to go to the airport in the hopes that we will be treated better by a rep.,,2015-02-17 06:52:12 -0800,"London, UK",Quito 567679487383699456,negative,1.0,Customer Service Issue,0.7188,US Airways,,DonnyYardas,,0,@USAirways reservations had me on hold for 2 hours only to hang up...smh 😕,,2015-02-17 05:38:31 -0800,Somewhere Creating,Eastern Time (US & Canada) 567670985403285504,negative,1.0,Customer Service Issue,1.0,US Airways,,sevnthstar,,0,@USAirways @AmericanAir How r u supposed to change flights when u can't get thru to reservations? #OneHourOnHold,,2015-02-17 05:04:44 -0800,often underwater,Pacific Time (US & Canada) 567643252753694721,neutral,1.0,,,US Airways,,ashenfaced,,0,@USAirways how's us 1797 looking today?,,2015-02-17 03:14:32 -0800,Brighton, 570308309682675712,negative,1.0,Customer Service Issue,1.0,American,,SweeLoTmac,,0,@AmericanAir why would I even consider continuing your point program when I received no perks or continued bad customer service? #senseless,,2015-02-24 11:44:31 -0800,,Quito 570308064185880577,neutral,0.6667,,,American,,LancasterPattie,,0,@AmericanAir we've already made other arrangements ourselves.,,2015-02-24 11:43:32 -0800,, 570307949614256128,negative,0.6316,Bad Flight,0.3164,American,,ELLLORRAC,,0,@AmericanAir thanks for getting back to me. But I will find other airlines in the future.,,2015-02-24 11:43:05 -0800,,Central Time (US & Canada) 570307948171423745,negative,0.6846,Flight Booking Problems,0.6846,American,,SweeLoTmac,,0,@AmericanAir why would I pay $200 to reactivate my points that are only useful for certain flights that aren't even worth $200?,,2015-02-24 11:43:05 -0800,,Quito 570307434113310720,negative,0.6547,Late Flight,0.3331,American,,LauraMolito,,0,"@AmericanAir stranded for 24 hours in MIA, Patrick casimir has been the ONLY AA staff to apologize for the great inconvenience #unreal",,2015-02-24 11:41:02 -0800,"New York, NY",Atlantic Time (Canada) 570307390752608257,negative,1.0,Flight Booking Problems,0.6796,American,,barbararwill,,0,"@AmericanAir no thanks. As I said, being denied miles that expired one week ago was the last drop for me; plan to avoid AA as possible.",,2015-02-24 11:40:52 -0800,Mexico City, 570307369328095232,negative,0.667,Customer Service Issue,0.3341,American,,Bossman1908,,0,"@AmericanAir sorry so Late Flight, responded to your DM.",,2015-02-24 11:40:47 -0800,Liverpool, 570307312675651585,positive,0.6604,,,American,,bharris77,,0,"@AmericanAir Believe me, I understand. Flight #2955. Was originally booked for Sunday. Flight was Cancelled Flighted and rescheduled for today.",,2015-02-24 11:40:33 -0800,"Frisco, Texas",Central Time (US & Canada) 570306867878072320,negative,1.0,Flight Attendant Complaints,1.0,American,,TheTPVshow,,0,"@AmericanAir aa employees were rude and unwilling to help. 10,000 miles is a rotten cherry on top of a dog shit Sunday. #nocareforcustomers",,2015-02-24 11:38:47 -0800,MN,Central Time (US & Canada) 570306715599695874,negative,0.6889,Can't Tell,0.3444,American,,banderson_1978,,0,@AmericanAir Mold on my flight?!? US3825 #filthyplane #hopeidonotgetsick http://t.co/zIK2UoXGnW,"[35.22643463, -80.93879965]",2015-02-24 11:38:11 -0800,"Albany, NY", 570306662575300611,neutral,0.6742,,,American,,gjeaviation,,0,@AmericanAir 767 seconds from touchdown at Madrid airport in April 2013 #AvGeek http://t.co/1yWXRfn0Gr,,2015-02-24 11:37:58 -0800,"Worcester, UK",London 570306529947193344,negative,0.6449,longlines,0.33399999999999996,American,,TheTPVshow,,0,"@AmericanAir I slept in the miami airport due to mechanical issues and was given 10,000 bonus miles to try and make it right. #slapintheface",,2015-02-24 11:37:27 -0800,MN,Central Time (US & Canada) 570306423818723328,neutral,0.6767,,0.0,American,,sammy575,,0,"@AmericanAir is the new 9:45 time confirmed or it may get Cancelled Flightled? Traveling with kids, need to be certain. Thx",,2015-02-24 11:37:01 -0800,New York,Eastern Time (US & Canada) 570306260010176512,negative,1.0,Flight Booking Problems,0.3488,American,,HollyKinnamon,,0,@AmericanAir 1hr 46 min. Cost of flight change $788. Was $188 2hrs ago b/f drop call. Cancelled Flighted flight. Asked 4 refund.,,2015-02-24 11:36:22 -0800,"Washington, DC",Quito 570306250442985473,negative,1.0,Flight Booking Problems,0.3448,American,,CathiKingWarren,,0,@AmericanAir it's not just frustrating--it was PAID for! how do we get a refund?,,2015-02-24 11:36:20 -0800,"San Antonio, Republic of Texas", 570305365159632899,neutral,0.3474,,0.0,American,,penyu1818,,0,"@AmericanAir DM the locator code, thanks.",,2015-02-24 11:32:49 -0800,, 570305264613765122,positive,1.0,,,American,,jamucsb,,0,@AmericanAir thank you!,,2015-02-24 11:32:25 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570305234838429696,negative,1.0,Customer Service Issue,0.6641,American,,TheOnlyJasonS,,1,"@AmericanAir I sure hope you all can fix @USAirways. Good luck, their service sucks. #nexttimeiwillflysouthwest",,2015-02-24 11:32:18 -0800,, 570305063052283904,negative,1.0,Bad Flight,0.67,American,,drhavoc,,0,@americanair thanks for no fresh food on my cross country flight and for making my connection so close No time to eat. TPA-DFW-LAX,,2015-02-24 11:31:37 -0800,Tampa Bay,Eastern Time (US & Canada) 570305051819941889,neutral,1.0,,,American,,Chandrafaythe,,0,"@AmericanAir my flight got Cancelled Flightled from GRK to DFW, then to LEX for tomorrow and I need it rebooked.",,2015-02-24 11:31:34 -0800,,Quito 570304633048047616,neutral,0.6529,,0.0,American,,AesaGaming,,0,@AmericanAir Do you have any sort of live chat feature? We're in the UK right now and that call would cost us alot. :(,,2015-02-24 11:29:54 -0800,, 570304544128815104,negative,1.0,Late Flight,0.6997,American,,ImBillNichols,,0,@AmericanAir your planes made me miss 2 connections in 2 days. Thanks for nothing,,2015-02-24 11:29:33 -0800,,Quito 570303889754488832,negative,1.0,Flight Booking Problems,0.6694,American,,coquichick,,0,@AmericanAir I purchased Main Cabin XT for f-1571AUS. Flight was Cancelled Flightled and I was rescheduled on 1600 with regular seats. Credit?,,2015-02-24 11:26:57 -0800,Puerto Rico,Atlantic Time (Canada) 570303383782989824,neutral,1.0,,,American,,trentgillaspie,,0,.@AmericanAir just disappointed with the Flight Booking Problems process and add’l fees to sit together on a more crowded flight. Not impressed so far :-/.,,2015-02-24 11:24:57 -0800,"Austin, but often Denver",Mountain Time (US & Canada) 570302358242115584,positive,0.7047,,,American,,JohnMHaaland,,0,@AmericanAir thanks,,2015-02-24 11:20:52 -0800,New York Tri-State,Eastern Time (US & Canada) 570302060035497984,negative,1.0,Bad Flight,0.3447,American,,PBSamson,,0,@AmericanAir thx for responding. I cant watch 2 mins of this film w/out it cutting in and out 4 prolonged prds of time. beyond frustrating,,2015-02-24 11:19:41 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570301929580048385,neutral,1.0,,,American,,FinEdChat,,0,@AmericanAir I did,,2015-02-24 11:19:10 -0800,"Cincinnati, Ohio",Atlantic Time (Canada) 570301488192458752,negative,0.6703,Customer Service Issue,0.6703,American,,skgiffard,,0,.@AmericanAir can you connect me to a person without having to wait 2+ hours on hold? I still haven't been able to resolve the problem.,,2015-02-24 11:17:25 -0800,"Boston, MA",Eastern Time (US & Canada) 570301395141836801,negative,1.0,Late Flight,1.0,American,,JoBarredaV,,1,@AmericanAir r u serious?? 304min #delay with #AmericanAirlines #AA2444 #ohio - #dallas missed my connecting flight http://t.co/DNMsblzumr,,2015-02-24 11:17:02 -0800,Mexico City,Central Time (US & Canada) 570300915418320897,negative,1.0,Cancelled Flight,1.0,American,,LancasterPattie,,0,"@AmericanAir You are jumping the gun and Cancelled Flighting flights that could've made it before the snow. Now, more Cancelled Flightlations. It's ridiculous.",,2015-02-24 11:15:08 -0800,, 570300355843661824,positive,0.6712,,,American,,dcathomedad,,0,@AmericanAir I might look into that. My wife travels much more than I do. Could we both use the membership?,,2015-02-24 11:12:55 -0800,DC to STL , 570300262302289920,neutral,0.6544,,,American,,pokecrastinator,,0,"@AmericanAir Thank you, you too!",,2015-02-24 11:12:32 -0800,United States,Mountain Time (US & Canada) 570300177367633921,neutral,0.6911,,,American,,Qwhocooks,,0,@AmericanAir What happens when you combine Top Chef & the beauty of San Miguel de Allende. My Late Flightst food blog. http://t.co/7t1rDRCRe6,,2015-02-24 11:12:12 -0800,Chicago,Eastern Time (US & Canada) 570299824760860672,positive,0.6666,,,American,,COVRTER,,0,"@AmericanAir Great, thanks. Followed.","[37.78618135, -122.45742542]",2015-02-24 11:10:48 -0800,"SF, CA",Central Time (US & Canada) 570299252141903873,positive,1.0,,,American,,Mtts28,,0,@AmericanAir This is exactly why ill be flying AA from @Dulles_Airport to Dallas! Only airline I trust!,,2015-02-24 11:08:32 -0800,Virginia,Eastern Time (US & Canada) 570298770136674304,negative,1.0,Customer Service Issue,1.0,American,,law_econ,,0,@AmericanAir This doesn't address my issue. I am on hold for 30 min to speak with an agent.,,2015-02-24 11:06:37 -0800,"Newport Beach, CA",Central Time (US & Canada) 570298744723415040,positive,0.6639,,,American,,SusieBarre,,0,@AmericanAir got another flight. Thanks you,,2015-02-24 11:06:31 -0800,, 570298679250305024,neutral,0.6632,,,American,,chrissieward71,,0,@AmericanAir u r horrible.went online to Cancelled Flight flight-no button-4that.Called CS &wait time 40 mins&put in my #.800#called&it hungupNOHELP,,2015-02-24 11:06:15 -0800,oklahoma, 570298644475346945,negative,1.0,Customer Service Issue,1.0,American,,denismishin,,0,"@AmericanAir submitted a case to AA customer relations two weeks ago, no word ever since! whats the point of even having CR?",,2015-02-24 11:06:07 -0800,"Bellevue, WA",Eastern Time (US & Canada) 570298371140939776,negative,1.0,Late Flight,1.0,American,,djjohnpayne,,0,"@AmericanAir if by near the gate you mean sitting on the plane for almost 2 hours, then yeah.","[0.0, 0.0]",2015-02-24 11:05:01 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570298285350629376,positive,0.7012,,0.0,American,,ThisIsKari,,0,@AmericanAir I don't think you should help him at all based on his behavior. The voucher and cot seem like enough lol 😃,,2015-02-24 11:04:41 -0800,"Dallas, TX",Central Time (US & Canada) 570298117544906754,negative,1.0,Late Flight,1.0,American,,ELLLORRAC,,0,@AmericanAir still waiting for a flight... I should get my money back,,2015-02-24 11:04:01 -0800,,Central Time (US & Canada) 570297548726005761,negative,1.0,Cancelled Flight,0.6421,American,,jkordyback,,0,@AmericanAir I Cancelled Flighted my flight. I really don’t need this much trouble.,,2015-02-24 11:01:45 -0800,"North Saanich, BC",Pacific Time (US & Canada) 570297479029252097,negative,1.0,Customer Service Issue,0.37799999999999995,American,,Andrew_Wasila,,0,"“@AmericanAir: @Andrew_Wasila We're sorry you were uncomfortable, Andrew. What can we do for you?” SMA",,2015-02-24 11:01:29 -0800,,Quito 570297414848000000,neutral,1.0,,,American,,penyu1818,,0,"@AmericanAir Hi, can you please ticket my award ticket? The status is ""On Request"" now. Thanks.",,2015-02-24 11:01:13 -0800,, 570297070998974464,positive,1.0,,,American,,rakugojon,,0,@AmericanAir got back eventually! Was a rollercoaster. Once I got to the airport & got to speak to someone things got fixed very quick.,,2015-02-24 10:59:51 -0800,San Francisco,London 570296996445204480,negative,1.0,Late Flight,1.0,American,,aaronmsantos,,0,@AmericanAir that's 16+ extra hours of travel time. Missed vacation time and now you guys are messing with my professional life.,,2015-02-24 10:59:34 -0800,"Brooklyn, NY and all over.",Quito 570296986827694080,negative,1.0,Flight Attendant Complaints,0.6563,American,,lilirr,,0,"@AmericanAir Checked in on app since yesterday. Confirmed upgrade & carry on, got to counter & manager upgraded somebody else on my seat!",,2015-02-24 10:59:31 -0800,,Mountain Time (US & Canada) 570296616688750592,negative,0.6725,Flight Booking Problems,0.6725,American,,AesaGaming,,0,@AmericanAir Trying desperately to get my boyfriend booked on the same US Airways flight as myself for the same price. Can you help?,,2015-02-24 10:58:03 -0800,, 570296572375900160,positive,0.6628,,,American,,TheVirtualJosh,,0,"@AmericanAir yes yes yes,so glad to be headed home!",,2015-02-24 10:57:53 -0800,, 570295981985681409,negative,0.6507,Bad Flight,0.3493,American,,ferraro__rocher,,0,@AmericanAir don't worry. I'll be sending a letter with what I expect from you for compensation. I fly twice a week w/you guys...for now,,2015-02-24 10:55:32 -0800,"Plano, TX",Mountain Time (US & Canada) 570295901555699712,positive,0.6882,,,American,,MeeestarCoke,,0,@AmericanAir thanks!!,,2015-02-24 10:55:13 -0800,BK, 570295745921880064,positive,0.6529,,,American,,THE_amandajean,,0,@AmericanAir thanks keep me updated just hope I make either of my connections to Killeen Tx,,2015-02-24 10:54:36 -0800,the one and only TEXAS!!!!,Mountain Time (US & Canada) 570295576446808065,negative,1.0,Customer Service Issue,1.0,American,,HollyKinnamon,,0,@AmericanAir I have been on hold w/customer service line for 68 minutes. This after I was on phone with an agent for 35 min b/f call droped,,2015-02-24 10:53:55 -0800,"Washington, DC",Quito 570295174385016832,negative,1.0,Flight Booking Problems,0.6368,American,,barbararwill,,0,@AmericanAir I tried to book a rwrd and was told I couldnt. Bought tix on USAir (now AA-no choice) didn't bother to + AAdv# with this svc...,,2015-02-24 10:52:19 -0800,Mexico City, 570293494444634114,neutral,1.0,,,American,,idk_but_youtube,,0,@AmericanAir did you know that suicide is the second leading cause of death among teens 10-24?,,2015-02-24 10:45:39 -0800,1/1 loner squad,Eastern Time (US & Canada) 570292715444965377,negative,1.0,Bad Flight,0.6397,American,,alicizzle,,0,@AmericanAir narrowly made standby...lots of snags this trip!,,2015-02-24 10:42:33 -0800,MiniApple(s), 570292403309035520,neutral,1.0,,,American,,pbpinftworth,,0,@AmericanAir @pbpinftworth iPhone 6 64GB (not 6 plus),"[32.82813261, -97.25115941]",2015-02-24 10:41:19 -0800,"DFW, TX",Central Time (US & Canada) 570291431195205633,negative,1.0,Late Flight,0.6559,American,,JesicaLSantos,,0,"@AmericanAir i ordered it as i always do. But on a 9hour flight delayed for 4 hours, it was worse than ever before when you forgot my meal.",,2015-02-24 10:37:27 -0800,NY (Globetrotter.ExBonaerense), 570291157340704769,positive,1.0,,,American,,mpresdenver,,0,@AmericanAir thanks so much!,,2015-02-24 10:36:22 -0800,"Denver, Colorado",Mountain Time (US & Canada) 570290552169734144,positive,0.6752,,0.0,American,,saianel,,0,"@AmericanAir @RobertDwyer AA doesnt charge any fees to change award tickets as long as the origin, destination & award type remains the same",,2015-02-24 10:33:57 -0800,Texas,Mountain Time (US & Canada) 570290337169739776,negative,0.6772,Cancelled Flight,0.3829,American,,SusieBarre,,0,@AmericanAir I need a flight out tonight. Isn't there anything else?,,2015-02-24 10:33:06 -0800,, 570290334158225408,positive,1.0,,,American,,oobunillaoo,,0,@AmericanAir thank you for the confirmation.,,2015-02-24 10:33:05 -0800,usa::fr::uk,London 570290220589027328,negative,0.6806,Can't Tell,0.6806,American,,PBSamson,,0,"@AmericanAir spent $8 for the choppiest feed of ""Whiplash"" ever. #americanairlinesfail #iwantmymoneyback",,2015-02-24 10:32:38 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570290034009636865,neutral,0.6775,,0.0,American,,waynebevan,,0,@AmericanAir OK I will call them likely tmrw UK time to question the process getting the change charge reversed due to a bereavement,,2015-02-24 10:31:54 -0800,,Alaska 570289085354541058,negative,1.0,Lost Luggage,1.0,American,,brownsrock,,0,@AmericanAir - Please find my bag!! In Singapore for three days already without my bag. Last known destination LAX Tag: 580815 Please help.,,2015-02-24 10:28:08 -0800,"Bangkok, Thailand",Bangkok 570288809532891137,negative,1.0,Customer Service Issue,1.0,American,,jkordyback,,0,@AmericanAir “Inconvenient” is such a convenient word.,,2015-02-24 10:27:02 -0800,"North Saanich, BC",Pacific Time (US & Canada) 570288282413633536,negative,1.0,Lost Luggage,0.6593,American,,jacquelinewins6,,0,"@AmericanAir Your response could have made all the difference. It could have made the situation better. NO TRUST...GET LOST like my bag.",,2015-02-24 10:24:56 -0800,, 570288167242375168,negative,1.0,Late Flight,1.0,American,,aaronmsantos,,0,"@AmericanAir delayed on the way to Puerto Rico and delayed on the way back to New York, this is disgraceful",,2015-02-24 10:24:29 -0800,"Brooklyn, NY and all over.",Quito 570287747643998208,negative,1.0,Lost Luggage,1.0,American,,jacquelinewins6,,0,"@AmericanAir That's ok...You may keep my $25 and lose my bag with no info, but you no longer have my trust. Bad way to handle this.",,2015-02-24 10:22:49 -0800,, 570287638084763648,negative,1.0,Late Flight,0.6585,American,,THE_amandajean,,0,@AmericanAir come on I just want to go home I can't miss another day of work #stuckinmemphis #texasisclosed,,2015-02-24 10:22:23 -0800,the one and only TEXAS!!!!,Mountain Time (US & Canada) 570287271234174976,neutral,1.0,,,American,,IoanGil,,0,@AmericanAir Here is the photo ;) http://t.co/VMqUURZUpW,,2015-02-24 10:20:55 -0800,,London 570286841737318400,negative,1.0,Cancelled Flight,0.6304,American,,djjohnpayne,,0,@AmericanAir you guys are killing me. http://t.co/22iPGeIcSm,"[0.0, 0.0]",2015-02-24 10:19:13 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570284862122233856,positive,1.0,,,American,,pokecrastinator,,0,@AmericanAir Aww cool! It's nice to know they are still up above my head then. One of my faves.,,2015-02-24 10:11:21 -0800,United States,Mountain Time (US & Canada) 570284660510433280,neutral,0.6503,,0.0,American,,sammy575,,0,@AmericanAir what's the status of flight 1357 out of sju?,,2015-02-24 10:10:33 -0800,New York,Eastern Time (US & Canada) 570284482588246016,neutral,0.6593,,0.0,American,,mmanny,,0,"@AmericanAir Would love to DM you, but my Twitter app says you're not following me and I can't.","[0.0, 0.0]",2015-02-24 10:09:50 -0800,NYC,Eastern Time (US & Canada) 570284308210032640,negative,1.0,Bad Flight,0.379,American,,BartonDVM,,0,"@AmericanAir Its not that I wasn't offered ""perks"" by @USAirways. I ASKED and was told, ""NO."" #thenewamerican",,2015-02-24 10:09:09 -0800,Arkansas,Central Time (US & Canada) 570284054605639683,negative,1.0,Customer Service Issue,0.6341,American,,chagaga2013,,0,@AmericanAir good care of their customers if anything happen to then take you @Delta for getting me back to NYC !! Screw you @AmericanAir,"[40.69017276, -73.91646118]",2015-02-24 10:08:08 -0800,new york city,Central Time (US & Canada) 570283851018317824,negative,1.0,Cancelled Flight,1.0,American,,chagaga2013,,0,@AmericanAir cost me over 200 dollars because flight was Cancelled Flightled and couldn't even give me a food comp!! Fly @JetBlue @Delta they take,"[40.68994668, -73.91637642]",2015-02-24 10:07:20 -0800,new york city,Central Time (US & Canada) 570283544125288448,negative,1.0,Cancelled Flight,1.0,American,,chagaga2013,,0,@AmericanAir they will just say dumb things to beat around the bush ! If you're flight Cancelled Flightled be prepared for no compassion from them,"[40.69002464, -73.91638072]",2015-02-24 10:06:06 -0800,new york city,Central Time (US & Canada) 570283309093113856,neutral,1.0,,,American,,pbpinftworth,,0,@americanair Yes to the iOS. I'm running iOS 8.1.3,,2015-02-24 10:05:10 -0800,"DFW, TX",Central Time (US & Canada) 570283254743506944,negative,1.0,Late Flight,0.6762,American,,chagaga2013,,0,@AmericanAir worst company ever please do not fly with them I repeat please do not fly !! They will not credit you if you're delayed,"[40.68996177, -73.91640136]",2015-02-24 10:04:57 -0800,new york city,Central Time (US & Canada) 570282555057909760,positive,1.0,,,American,,alicizzle,,0,"@AmericanAir continues to win: I've never missed a flight before, but a nice little quiet gate change made it possible. Sheesh.",,2015-02-24 10:02:11 -0800,MiniApple(s), 570282469791911936,neutral,1.0,,,American,,mrespinosa1971,,0,@AmericanAir - keeping AA up in the Air! My crew chief cousin Alex Espinosa in DFW! http://t.co/0HXLNvZknP,,2015-02-24 10:01:50 -0800,Great State of Texas,Central Time (US & Canada) 570281958556610560,negative,1.0,Lost Luggage,0.6612,American,,MrsPang725,,0,"@AmericanAir lost my cats, missed their flights, kept them crated 30 hrs for a would-be 5 hr trip. You'll never touch my pets again.",,2015-02-24 09:59:48 -0800,City by the Bay,Eastern Time (US & Canada) 570281854139572225,negative,0.6712,Can't Tell,0.3356,American,,EMesaLaw,,0,@AmericanAir don't worry you won't steal my money again,,2015-02-24 09:59:24 -0800,Greater New England Area,Quito 570281731510571009,negative,1.0,Customer Service Issue,1.0,American,,robkoenigld,,0,@AmericanAir why am I continually getting put on hold by painfully inexperienced people when calling your Platinum desk?!,,2015-02-24 09:58:54 -0800,"indialantic, fl",Eastern Time (US & Canada) 570281470507352064,negative,1.0,Customer Service Issue,0.6701,American,,chone1984,,0,@AmericanAir pretty lame response to a two paged single spaced letter http://t.co/aCebo6ELPa,,2015-02-24 09:57:52 -0800,,Eastern Time (US & Canada) 570281010606120960,negative,1.0,Customer Service Issue,0.6523,American,,jacquelinewins6,,0,"@AmericanAir It's not what happens to us that matters...It's our response that matters. Way to drop the ball AA.",,2015-02-24 09:56:02 -0800,, 570280755252895745,negative,0.6517,Bad Flight,0.33799999999999997,American,,traveller5207,,0,"@AmericanAir I am looking for help on USAirways award travel booked for wife and two boys, no seats assigned.",,2015-02-24 09:55:02 -0800,Connecticut,Quito 570280641771790336,neutral,1.0,,,American,,LordLasenby,,0,@AmericanAir @Clarkey_19 we done it with 1 truck... No biggie 😄,,2015-02-24 09:54:34 -0800,,London 570280637946421249,negative,0.6463,Can't Tell,0.6463,American,,martinesquivel,,0,@AmericanAir and @iTunesMusic have put me in bad mood. I haven't been this angry since Spagnuolo coached the #Rams,,2015-02-24 09:54:34 -0800,CA,Pacific Time (US & Canada) 570280378193330180,negative,1.0,Cancelled Flight,1.0,American,,courtfierce,,0,@AmericanAir AND they Cancelled Flighted my flight and left me with no help to find a hotel to stay in. I slept in an airport for a night-_-,,2015-02-24 09:53:32 -0800,513/lexingtonKY,Quito 570280225625362432,negative,0.6598,Cancelled Flight,0.6598,American,,TheVirtualJosh,,0,"@AmericanAir flight 1181 out of Vegas to DFW. Cancelled Flightled Sunday and Monday, no whammie today!",,2015-02-24 09:52:55 -0800,, 570279653337927680,positive,1.0,,,American,,sundialtours,,0,"@AmericanAir ""Airport snow removal method #22..."" Keep up the good work folks, this is where Cessna's become 747's! http://t.co/oUmC1LrXDN",,2015-02-24 09:50:39 -0800,"Astoria, OR",Tijuana 570279368766959616,neutral,0.6739,,,American,,jjqb1,,0,@AmericanAir These birds could fly to South America for example #Argentina,,2015-02-24 09:49:31 -0800,,Buenos Aires 570279220502511617,negative,1.0,Cancelled Flight,1.0,American,,SusieBarre,,0,@AmericanAir my flight 386 from Jacksonville fl to Dallas is showing Cancelled Flightled. What is going on? Am I rebooked on another flight?,,2015-02-24 09:48:56 -0800,, 570279118438182913,positive,1.0,,,American,,kdtate,,0,"@AmericanAir great, thanks!",,2015-02-24 09:48:31 -0800,, 570279036582109184,positive,1.0,,,American,,hooton,,0,@AmericanAir awesome. Thanks!,,2015-02-24 09:48:12 -0800,"Little Rock, AR",Central Time (US & Canada) 570278869133107201,negative,1.0,Cancelled Flight,1.0,American,,SusieBarre,,0,@AmericanAir my flight 386 to Dallas from Jacksonville fl has been Cancelled Flightled. No one has notified me. What's going on?,,2015-02-24 09:47:32 -0800,, 570278803399798784,negative,1.0,Lost Luggage,0.6701,American,,DBlock_Official,,0,@AmericanAir extremely upset that your baggage handlers decide to go in my luggage and take my belongings,,2015-02-24 09:47:16 -0800,Posted,Central Time (US & Canada) 570278644918194176,negative,1.0,Late Flight,0.6667,American,,JesicaLSantos,,0,"@AmericanAir flight 65 delayed over 4 hours on 2/22, had no GF meals despite my early request, attendant seat fell on my leg #badservice",,2015-02-24 09:46:38 -0800,NY (Globetrotter.ExBonaerense), 570276434763128833,negative,1.0,Flight Attendant Complaints,1.0,American,,StefanNiemczyk,,0,"@AmericanAir but, what I can always rely on when I fly USAir or American is that employees will be rude and unhappy.",,2015-02-24 09:37:51 -0800,,Arizona 570276414567493633,negative,1.0,Customer Service Issue,0.6277,American,,jkordyback,,0,@AmericanAir robocalls me with another Cancelled Flightation. And then when I don’t accept the change it won’t let me connect to an agent. Just wow.,,2015-02-24 09:37:47 -0800,"North Saanich, BC",Pacific Time (US & Canada) 570276245960835073,negative,1.0,Can't Tell,0.6733,American,,gu_runyu,,0,"@AmericanAir said that AA does not provide in-flight wifi on the routes to China based on some federal laws, but United does, why is that?",,2015-02-24 09:37:06 -0800,, 570276196405125120,negative,1.0,Late Flight,1.0,American,,mwecker,,0,"@AmericanAir Right. But more than two hours Late Flight, and it seems due to poor communication, which sounded like it was annoying on-plane staff",,2015-02-24 09:36:55 -0800,"Washington, DC",Eastern Time (US & Canada) 570275970046775297,negative,0.6791,Customer Service Issue,0.3727,American,,StefanNiemczyk,,0,@AmericanAir I'm not sure what happened to my USAirways status when the merger took place.,,2015-02-24 09:36:01 -0800,,Arizona 570275944012783616,negative,0.361,Customer Service Issue,0.361,American,,mpresdenver,,0,@AmericanAir can u help rebook passenger via Twitter/DM. Been on hold for 1.5 hours. Thanks!,,2015-02-24 09:35:54 -0800,"Denver, Colorado",Mountain Time (US & Canada) 570275726483542016,neutral,1.0,,,American,,StefanNiemczyk,,0,"@AmericanAir I'd like to apologize to the gate agent for flight AA76, I was not aware that zone 1 was after the nine other precious gems.",,2015-02-24 09:35:03 -0800,,Arizona 570275632518733825,neutral,0.6915,,,American,,RobertDwyer,,0,@AmericanAir my key point of confusion is whether I can make this change even though the initial Flight Booking Problems was on US Airways metal?,,2015-02-24 09:34:40 -0800,"Wellesley, MA",Eastern Time (US & Canada) 570275536406253568,neutral,1.0,,,American,,RobertDwyer,,0,@AmericanAir origin/destination/dates are the same. Going from US Airways connecting flight to AA direct flight. Award is saver level.,,2015-02-24 09:34:17 -0800,"Wellesley, MA",Eastern Time (US & Canada) 570275450200711168,neutral,0.6357,,0.0,American,,gu_runyu,,0,@AmericanAir When will the old 777-200 fly ORD-PVG get upgraded?,,2015-02-24 09:33:57 -0800,, 570275384714862592,neutral,1.0,,,American,,ItsMeLockett,,0,@AmericanAir I know. Just a little cold weather humor. :),,2015-02-24 09:33:41 -0800,USA,Central Time (US & Canada) 570275314036649984,positive,0.6749,,0.0,American,,susqhb,,0,@AmericanAir None of the #LAX flights into #DFW have been Cancelled Flightled. Those landing before and after ours are fine. Completely arbitrary.,,2015-02-24 09:33:24 -0800,Dallas via NYC via the OC,Central Time (US & Canada) 570275248052039680,negative,1.0,Can't Tell,0.67,American,,RobertDwyer,,0,@AmericanAir that doesn't really answer my question. Maybe if I provide more details you can give me clarification...,,2015-02-24 09:33:08 -0800,"Wellesley, MA",Eastern Time (US & Canada) 570275010759102466,negative,1.0,Lost Luggage,1.0,American,,paintbranch1398,,0,@AmericanAir this delayed bag was for my friend Lisa Pafe. She got her bag after 3 days in Costa Rica. Issue no updates on your system.,,2015-02-24 09:32:12 -0800,, 570274148364242947,neutral,0.6676,,,American,,treeguy81,,0,@AmericanAir thanks!,,2015-02-24 09:28:46 -0800,Raleigh NC,Quito 570273819287531520,positive,1.0,,,American,,GoldensPleasure,,0,@AmericanAir Aww Thanks AA..DFW was on GMA up here this AM..so i understand ..Btw A.A is my Airline when im able to trv..Love you guys.:),,2015-02-24 09:27:28 -0800,East Coast CT.,Central Time (US & Canada) 570273710210469888,positive,1.0,,,American,,Mtts28,,0,@AmericanAir These are some awesome photos. Thanks for sharing! 😁,,2015-02-24 09:27:02 -0800,Virginia,Eastern Time (US & Canada) 570272880556011520,positive,1.0,,,American,,ESPartee,,0,"@americanair new plane, #gogo, easy power for laptop, iPhone, just missing a good boat-style swivel cup holder for my #dietcoke #happyflier","[0.0, 0.0]",2015-02-24 09:23:44 -0800,"alexandria, va",Eastern Time (US & Canada) 570272235639828480,negative,1.0,longlines,0.6539,American,,cmrqt,,0,@AmericanAir how about some rampers at gate b40 dfw? Waiting to be marshaled in,,2015-02-24 09:21:10 -0800,Everywhere,Central Time (US & Canada) 570272172679282688,negative,1.0,Cancelled Flight,0.6556,American,,mmanny,,0,@AmericanAir You Cancelled Flight my flight and there’s no way to rebook on the website or app? I have to wait 35 minutes on hold? #fail cc @Delta,,2015-02-24 09:20:55 -0800,NYC,Eastern Time (US & Canada) 570272018840428544,neutral,1.0,,,American,,pokecrastinator,,0,@AmericanAir I thought all those planes were retired? #MD80,,2015-02-24 09:20:19 -0800,United States,Mountain Time (US & Canada) 570271904508092416,positive,1.0,,,American,,superyan,,0,Just got off the phone @AmericanAir customer service. Only 8 minutes to get my issue resoled. You guys are awesome.,,2015-02-24 09:19:51 -0800,, 570271896887017472,positive,0.3519,,0.0,American,,MeeestarCoke,,0,@AmericanAir thanks for the info Is there a number I can call to speak to a person? It's going to take an hour to type it out,,2015-02-24 09:19:50 -0800,BK, 570271574462369793,neutral,0.627,,,American,,pilot991,,0,"@AmericanAir we are off to Kax premium. Hoping this flight is better food, TV now I know how to work it and service. Tnx",,2015-02-24 09:18:33 -0800,new england,Central Time (US & Canada) 570271479616573440,positive,0.6629999999999999,,,American,,PappasitosTXMEX,,0,@AmericanAir @beantownmatty Sounds like a date!,,2015-02-24 09:18:10 -0800,,Central Time (US & Canada) 570271383005085696,negative,1.0,Flight Attendant Complaints,0.3596,American,,BartonDVM,,0,@AmericanAir I'm frustrated by all of the @USAirways attitude toward #ExecPlat members. #thenewamerican,,2015-02-24 09:17:47 -0800,Arkansas,Central Time (US & Canada) 570270777121103872,negative,1.0,Customer Service Issue,1.0,American,,andrearamy,,0,@AmericanAir another day another grievance with this airline. No customer service,,2015-02-24 09:15:23 -0800,LBK, 570270776370311168,negative,1.0,Cancelled Flight,0.6353,American,,BartonDVM,,0,"@AmericanAir You've misunderstood. @USAirways WOULD NOT do a same day flight change for me. The gate agent said, ""NO.""",,2015-02-24 09:15:22 -0800,Arkansas,Central Time (US & Canada) 570270651996463104,neutral,1.0,,,American,,krisdelcampo,,0,@AmericanAir Flight 35. I'm on my way.,,2015-02-24 09:14:53 -0800,"Las Vegas, NV",Eastern Time (US & Canada) 570270444646850561,negative,1.0,Customer Service Issue,1.0,American,,corinnec,,0,@AmericanAir car accident on my way to the airport. Missed flight from rno to dca. Trying to resched but your line has 2 hr wait,,2015-02-24 09:14:03 -0800,"Washington, DC",Alaska 570270435478122497,neutral,0.6266,,,American,,beckyw618,,0,@AmericanAir Thanks so much!,,2015-02-24 09:14:01 -0800,, 570270039737274369,positive,0.6629,,,American,,marypoppings,,0,"“@AmericanAir: We hope you enjoy the #WinterWeather and brought your warm coat and gloves, Maria!” Yup! New beanie http://t.co/AnEqXZR4bp",,2015-02-24 09:12:27 -0800,New York/Nicaragua/Miami Beach,Eastern Time (US & Canada) 570269774594224128,negative,0.6932,Cancelled Flight,0.6932,American,,rqualls,,0,@AmericanAir @lpalumbo what weather sun is out,,2015-02-24 09:11:24 -0800,, 570269633778855936,negative,1.0,Flight Attendant Complaints,0.6911,American,,rqualls,,0,@AmericanAir so you fail again flight to rdu sitting waiting on flight attendants. your logistics are not good,,2015-02-24 09:10:50 -0800,, 570269280748441601,negative,0.6598,Customer Service Issue,0.6598,American,,nataliewsj,,0,@AmericanAir any idea on what the wait time is for refunds from @USAirways? I was told a few days over the phone - but it's well past that.,,2015-02-24 09:09:26 -0800,"Washington, DC",Pacific Time (US & Canada) 570268875872473088,positive,0.6907,,0.0,American,,SuperGlueMom,,0,@AmericanAir I was happy to purchase the upgrade. If only it was avail on my next flight.,,2015-02-24 09:07:49 -0800,Southern Suburbia,Eastern Time (US & Canada) 570268646544510976,negative,1.0,Flight Attendant Complaints,0.3475,American,,weezerandburnie,,0,@AmericanAir It is now going to be reported to the police due to the sexual assult sad that you didn't care,,2015-02-24 09:06:55 -0800,Belle MO, 570268420140244992,negative,0.6712,Customer Service Issue,0.6712,American,,farfalla818,,0,@AmericanAir 4th flight rebooked to is NOT Cancelled Flighted! Woo-hoo. Going to make it to @LaGuardiaAir,,2015-02-24 09:06:01 -0800,"Plano, Texas", 570268326250745856,neutral,0.6304,,0.0,American,,hooton,,0,@AmericanAir my flight to DFW from LIT on my way to PDX tomorrow was Cancelled Flighted. Can you help me?,,2015-02-24 09:05:38 -0800,"Little Rock, AR",Central Time (US & Canada) 570267902726803456,negative,0.6515,Customer Service Issue,0.3337,American,,Flora_Lola_NYC,,0,@AmericanAir The issue is the lack of consideration of an announcement made so Late Flight when the gate agent had been there for over an hour.,,2015-02-24 09:03:57 -0800,,Eastern Time (US & Canada) 570267608773054464,negative,1.0,Cancelled Flight,1.0,American,,susqhb,,0,@AmericanAir I understand. But why is this the only flight of the day not going out? Twice?! I'm now out of extra meds and diapers for baby.,,2015-02-24 09:02:47 -0800,Dallas via NYC via the OC,Central Time (US & Canada) 570267592478191617,neutral,0.6809,,0.0,American,,pbpinftworth,,0,@americanair I sure do. I'm running version 3.10.0,,2015-02-24 09:02:43 -0800,"DFW, TX",Central Time (US & Canada) 570267562623152128,negative,1.0,Flight Attendant Complaints,1.0,American,,alinaxkristin,,0,@AmericanAir you could train your flight attendants to have some manners and decency,,2015-02-24 09:02:36 -0800,Miami ,Quito 570264948548313088,positive,1.0,,,American,positive,Runts54,,0,@AmericanAir @dfwairport you 2 together are the best part of flying!,,2015-02-24 08:52:13 -0800,"Euless, Texas", 570139793608175616,negative,1.0,Cancelled Flight,0.7918,American,negative,Pride_MMA,"Late Flight Cancelled Flight",0,@AmericanAir over the last year 50% of my flights have been delayed or Cancelled Flightled. I'm done with you.,,2015-02-24 00:34:54 -0800,"Edmond, Oklahoma",Central Time (US & Canada) 569944281512685570,negative,1.0,Customer Service Issue,0.9241,American,negative,AyDiosMio,Customer Service Issue,0,@AmericanAir FYI...call stilling getting dropped. After an hour of continuous dialing. Attempted to Cancelled Flight online but not able to. HELP!!!,"[34.0213466, -118.45229268]",2015-02-23 11:38:00 -0800,,Pacific Time (US & Canada) 569842758967386112,negative,1.0,Customer Service Issue,0.9303,American,negative,flemmingerin,Customer Service Issue,0,@AmericanAir how can I get you guys to respond to my tweets and DM??? Really sad feeling to be ignored.,,2015-02-23 04:54:35 -0800,San Diego, 569699455919726593,negative,1.0,Customer Service Issue,1.0,American,negative,JanssenMA,Customer Service Issue,0,@AmericanAir @SouljaCoy what is AA going to do to fix their utterly embarrassing customer service? You won't even answer the dang phone!,,2015-02-22 19:25:09 -0800,, 569680231012773888,negative,1.0,Customer Service Issue,0.9620000000000001,American,negative,LBernieMeyer,Customer Service Issue,0,@AmericanAir 800 number will not even let you wait for next customer rep. Very frustrating. Can't talk to humans.,,2015-02-22 18:08:45 -0800,, 569622568459636736,negative,1.0,Customer Service Issue,1.0,American,negative,SchrierCar,Customer Service Issue,0,@AmericanAir I want to speak to a human being! !! This is not an obscene request!,,2015-02-22 14:19:38 -0800,, 569621879633391616,negative,1.0,Customer Service Issue,1.0,American,negative,salitron78,Customer Service Issue,0,@AmericanAir no response to DM or email yet. customer service?,,2015-02-22 14:16:53 -0800,on @TheJR,Seoul 569601363799359488,negative,0.9553,Flight Attendant Complaints,0.9553,American,negative,stevereasnors,Flight Attendant Complaints,0,@AmericanAir should reconsider #usairways acquisition. Flight 1843 AA gold flyers insulted by attendant for hanging jacket!,,2015-02-22 12:55:22 -0800,Los Angeles,Pacific Time (US & Canada) 569600137296633856,positive,0.9236,,0.0,American,positive,douglaskgordon,,0,@AmericanAir Thank you.....you do the same!!,,2015-02-22 12:50:30 -0800,"Caribbean, New York and Miami.",Indiana (East) 569047438880841728,negative,1.0,Lost Luggage,0.5345,American,negative,ohmal,"Customer Service Issue Lost Luggage",0,@AmericanAir you need to work harder on the disconnect between your intention and the reality your passengers face,,2015-02-21 00:14:16 -0800,,London 568824537338417154,negative,1.0,Customer Service Issue,0.6727,American,negative,KaiserSnowse,Customer Service Issue,0,"@AmericanAir - how long does it take to get credit to my AA account? Traveled in Jan & only one leg reported. Asked for credit, no response.",,2015-02-20 09:28:32 -0800,,Central Time (US & Canada) 568551906634797056,positive,0.6242,,0.0,American,positive,byunsamuel,,0,@AmericanAir Hopefully you ll see bad ones as opportunity to get better and not dwell in it... and the good ones as encouragement words!,,2015-02-19 15:25:12 -0800,"Sunnyside, NY",Eastern Time (US & Canada) 568265091226800130,negative,0.924,Late Flight,0.4904,American,negative,beaubertke,Late Flight,0,"@AmericanAir Okay, I think 1565 has waited long enough for a gate at DFW...",,2015-02-18 20:25:30 -0800,Texas,Central Time (US & Canada) 570294451261874177,negative,1.0,longlines,0.4686,Delta,negative,DetroitRonin,Customer Service Issue,0,@DeltaAssist now at 57 minutes waiting on Silver Elite line for someone to pick up! Help!,,2015-02-24 10:49:27 -0800,Thataway,Eastern Time (US & Canada) 568757671819661314,negative,0.7991,Can't Tell,0.6423,Delta,negative,ConnieBowman4,"Customer Service Issue Can't Tell",0,@DeltaAssist what I have to say is more than 140 characters! Plus you don't follow me,,2015-02-20 05:02:50 -0800,, 570308309682675712,negative,1.0,Customer Service Issue,1.0,American,,SweeLoTmac,,0,@AmericanAir why would I even consider continuing your point program when I received no perks or continued bad customer service? #senseless,,2015-02-24 11:44:31 -0800,,Quito 570308064185880577,neutral,0.6755,,0.0,American,,LancasterPattie,,0,@AmericanAir we've already made other arrangements ourselves.,,2015-02-24 11:43:32 -0800,, 570307949614256128,negative,1.0,Can't Tell,1.0,American,,ELLLORRAC,,0,@AmericanAir thanks for getting back to me. But I will find other airlines in the future.,,2015-02-24 11:43:05 -0800,,Central Time (US & Canada) 570307948171423745,negative,1.0,Can't Tell,0.6758,American,,SweeLoTmac,,0,@AmericanAir why would I pay $200 to reactivate my points that are only useful for certain flights that aren't even worth $200?,,2015-02-24 11:43:05 -0800,,Quito 570307434113310720,negative,1.0,Late Flight,1.0,American,,LauraMolito,,0,"@AmericanAir stranded for 24 hours in MIA, Patrick casimir has been the ONLY AA staff to apologize for the great inconvenience #unreal",,2015-02-24 11:41:02 -0800,"New York, NY",Atlantic Time (Canada) 570307390752608257,negative,1.0,Flight Booking Problems,0.7066,American,,barbararwill,,0,"@AmericanAir no thanks. As I said, being denied miles that expired one week ago was the last drop for me; plan to avoid AA as possible.",,2015-02-24 11:40:52 -0800,Mexico City, 570307369328095232,negative,0.6581,Late Flight,0.3444,American,,Bossman1908,,0,"@AmericanAir sorry so Late Flight, responded to your DM.",,2015-02-24 11:40:47 -0800,Liverpool, 570307312675651585,negative,0.6369,Cancelled Flight,0.6369,American,,bharris77,,0,"@AmericanAir Believe me, I understand. Flight #2955. Was originally booked for Sunday. Flight was Cancelled Flighted and rescheduled for today.",,2015-02-24 11:40:33 -0800,"Frisco, Texas",Central Time (US & Canada) 570306867878072320,negative,1.0,Flight Attendant Complaints,0.6408,American,,TheTPVshow,,0,"@AmericanAir aa employees were rude and unwilling to help. 10,000 miles is a rotten cherry on top of a dog shit Sunday. #nocareforcustomers",,2015-02-24 11:38:47 -0800,MN,Central Time (US & Canada) 570306715599695874,negative,1.0,Bad Flight,1.0,American,,banderson_1978,,0,@AmericanAir Mold on my flight?!? US3825 #filthyplane #hopeidonotgetsick http://t.co/zIK2UoXGnW,"[35.22643463, -80.93879965]",2015-02-24 11:38:11 -0800,"Albany, NY", 570306662575300611,neutral,1.0,,,American,,gjeaviation,,0,@AmericanAir 767 seconds from touchdown at Madrid airport in April 2013 #AvGeek http://t.co/1yWXRfn0Gr,,2015-02-24 11:37:58 -0800,"Worcester, UK",London 570306529947193344,negative,1.0,Late Flight,0.3573,American,,TheTPVshow,,0,"@AmericanAir I slept in the miami airport due to mechanical issues and was given 10,000 bonus miles to try and make it right. #slapintheface",,2015-02-24 11:37:27 -0800,MN,Central Time (US & Canada) 570306423818723328,neutral,0.6541,,0.0,American,,sammy575,,0,"@AmericanAir is the new 9:45 time confirmed or it may get Cancelled Flightled? Traveling with kids, need to be certain. Thx",,2015-02-24 11:37:01 -0800,New York,Eastern Time (US & Canada) 570306260010176512,negative,1.0,Customer Service Issue,0.6728,American,,HollyKinnamon,,0,@AmericanAir 1hr 46 min. Cost of flight change $788. Was $188 2hrs ago b/f drop call. Cancelled Flighted flight. Asked 4 refund.,,2015-02-24 11:36:22 -0800,"Washington, DC",Quito 570306250442985473,negative,1.0,Customer Service Issue,0.6673,American,,CathiKingWarren,,0,@AmericanAir it's not just frustrating--it was PAID for! how do we get a refund?,,2015-02-24 11:36:20 -0800,"San Antonio, Republic of Texas", 570305365159632899,neutral,0.6423,,,American,,penyu1818,,0,"@AmericanAir DM the locator code, thanks.",,2015-02-24 11:32:49 -0800,, 570305264613765122,positive,0.6485,,,American,,jamucsb,,0,@AmericanAir thank you!,,2015-02-24 11:32:25 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570305234838429696,negative,1.0,Customer Service Issue,0.6546,American,,TheOnlyJasonS,,1,"@AmericanAir I sure hope you all can fix @USAirways. Good luck, their service sucks. #nexttimeiwillflysouthwest",,2015-02-24 11:32:18 -0800,, 570305063052283904,negative,1.0,Bad Flight,1.0,American,,drhavoc,,0,@americanair thanks for no fresh food on my cross country flight and for making my connection so close No time to eat. TPA-DFW-LAX,,2015-02-24 11:31:37 -0800,Tampa Bay,Eastern Time (US & Canada) 570305051819941889,neutral,1.0,,,American,,Chandrafaythe,,0,"@AmericanAir my flight got Cancelled Flightled from GRK to DFW, then to LEX for tomorrow and I need it rebooked.",,2015-02-24 11:31:34 -0800,,Quito 570304633048047616,neutral,0.6424,,0.0,American,,AesaGaming,,0,@AmericanAir Do you have any sort of live chat feature? We're in the UK right now and that call would cost us alot. :(,,2015-02-24 11:29:54 -0800,, 570304544128815104,negative,1.0,Bad Flight,1.0,American,,ImBillNichols,,0,@AmericanAir your planes made me miss 2 connections in 2 days. Thanks for nothing,,2015-02-24 11:29:33 -0800,,Quito 570303889754488832,negative,1.0,Cancelled Flight,1.0,American,,coquichick,,0,@AmericanAir I purchased Main Cabin XT for f-1571AUS. Flight was Cancelled Flightled and I was rescheduled on 1600 with regular seats. Credit?,,2015-02-24 11:26:57 -0800,Puerto Rico,Atlantic Time (Canada) 570303383782989824,neutral,1.0,,,American,,trentgillaspie,,0,.@AmericanAir just disappointed with the Flight Booking Problems process and add’l fees to sit together on a more crowded flight. Not impressed so far :-/.,,2015-02-24 11:24:57 -0800,"Austin, but often Denver",Mountain Time (US & Canada) 570302358242115584,positive,1.0,,,American,,JohnMHaaland,,0,@AmericanAir thanks,,2015-02-24 11:20:52 -0800,New York Tri-State,Eastern Time (US & Canada) 570302060035497984,negative,1.0,Bad Flight,0.3726,American,,PBSamson,,0,@AmericanAir thx for responding. I cant watch 2 mins of this film w/out it cutting in and out 4 prolonged prds of time. beyond frustrating,,2015-02-24 11:19:41 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570301929580048385,neutral,1.0,,,American,,FinEdChat,,0,@AmericanAir I did,,2015-02-24 11:19:10 -0800,"Cincinnati, Ohio",Atlantic Time (Canada) 570301488192458752,negative,1.0,Customer Service Issue,1.0,American,,skgiffard,,0,.@AmericanAir can you connect me to a person without having to wait 2+ hours on hold? I still haven't been able to resolve the problem.,,2015-02-24 11:17:25 -0800,"Boston, MA",Eastern Time (US & Canada) 570301395141836801,negative,1.0,Late Flight,1.0,American,,JoBarredaV,,1,@AmericanAir r u serious?? 304min #delay with #AmericanAirlines #AA2444 #ohio - #dallas missed my connecting flight http://t.co/DNMsblzumr,,2015-02-24 11:17:02 -0800,Mexico City,Central Time (US & Canada) 570300915418320897,negative,1.0,Cancelled Flight,1.0,American,,LancasterPattie,,0,"@AmericanAir You are jumping the gun and Cancelled Flighting flights that could've made it before the snow. Now, more Cancelled Flightlations. It's ridiculous.",,2015-02-24 11:15:08 -0800,, 570300355843661824,neutral,1.0,,,American,,dcathomedad,,0,@AmericanAir I might look into that. My wife travels much more than I do. Could we both use the membership?,,2015-02-24 11:12:55 -0800,DC to STL , 570300262302289920,positive,1.0,,,American,,pokecrastinator,,0,"@AmericanAir Thank you, you too!",,2015-02-24 11:12:32 -0800,United States,Mountain Time (US & Canada) 570300177367633921,neutral,1.0,,,American,,Qwhocooks,,0,@AmericanAir What happens when you combine Top Chef & the beauty of San Miguel de Allende. My Late Flightst food blog. http://t.co/7t1rDRCRe6,,2015-02-24 11:12:12 -0800,Chicago,Eastern Time (US & Canada) 570299824760860672,positive,1.0,,,American,,COVRTER,,0,"@AmericanAir Great, thanks. Followed.","[37.78618135, -122.45742542]",2015-02-24 11:10:48 -0800,"SF, CA",Central Time (US & Canada) 570299252141903873,positive,1.0,,,American,,Mtts28,,0,@AmericanAir This is exactly why ill be flying AA from @Dulles_Airport to Dallas! Only airline I trust!,,2015-02-24 11:08:32 -0800,Virginia,Eastern Time (US & Canada) 570298770136674304,negative,1.0,Customer Service Issue,1.0,American,,law_econ,,0,@AmericanAir This doesn't address my issue. I am on hold for 30 min to speak with an agent.,,2015-02-24 11:06:37 -0800,"Newport Beach, CA",Central Time (US & Canada) 570298744723415040,positive,1.0,,,American,,SusieBarre,,0,@AmericanAir got another flight. Thanks you,,2015-02-24 11:06:31 -0800,, 570298679250305024,neutral,1.0,,,American,,chrissieward71,,0,@AmericanAir u r horrible.went online to Cancelled Flight flight-no button-4that.Called CS &wait time 40 mins&put in my #.800#called&it hungupNOHELP,,2015-02-24 11:06:15 -0800,oklahoma, 570298644475346945,negative,1.0,Customer Service Issue,1.0,American,,denismishin,,0,"@AmericanAir submitted a case to AA customer relations two weeks ago, no word ever since! whats the point of even having CR?",,2015-02-24 11:06:07 -0800,"Bellevue, WA",Eastern Time (US & Canada) 570298371140939776,negative,1.0,Late Flight,1.0,American,,djjohnpayne,,0,"@AmericanAir if by near the gate you mean sitting on the plane for almost 2 hours, then yeah.","[0.0, 0.0]",2015-02-24 11:05:01 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570298285350629376,neutral,0.6709,,,American,,ThisIsKari,,0,@AmericanAir I don't think you should help him at all based on his behavior. The voucher and cot seem like enough lol 😃,,2015-02-24 11:04:41 -0800,"Dallas, TX",Central Time (US & Canada) 570298117544906754,negative,1.0,Late Flight,0.659,American,,ELLLORRAC,,0,@AmericanAir still waiting for a flight... I should get my money back,,2015-02-24 11:04:01 -0800,,Central Time (US & Canada) 570297548726005761,negative,1.0,Cancelled Flight,0.6575,American,,jkordyback,,0,@AmericanAir I Cancelled Flighted my flight. I really don’t need this much trouble.,,2015-02-24 11:01:45 -0800,"North Saanich, BC",Pacific Time (US & Canada) 570297479029252097,negative,0.6831,Can't Tell,0.6831,American,,Andrew_Wasila,,0,"“@AmericanAir: @Andrew_Wasila We're sorry you were uncomfortable, Andrew. What can we do for you?” SMA",,2015-02-24 11:01:29 -0800,,Quito 570297414848000000,neutral,0.3539,,0.0,American,,penyu1818,,0,"@AmericanAir Hi, can you please ticket my award ticket? The status is ""On Request"" now. Thanks.",,2015-02-24 11:01:13 -0800,, 570297070998974464,positive,0.6497,,0.0,American,,rakugojon,,0,@AmericanAir got back eventually! Was a rollercoaster. Once I got to the airport & got to speak to someone things got fixed very quick.,,2015-02-24 10:59:51 -0800,San Francisco,London 570296996445204480,negative,1.0,Late Flight,1.0,American,,aaronmsantos,,0,@AmericanAir that's 16+ extra hours of travel time. Missed vacation time and now you guys are messing with my professional life.,,2015-02-24 10:59:34 -0800,"Brooklyn, NY and all over.",Quito 570296986827694080,negative,1.0,Flight Booking Problems,0.3606,American,,lilirr,,0,"@AmericanAir Checked in on app since yesterday. Confirmed upgrade & carry on, got to counter & manager upgraded somebody else on my seat!",,2015-02-24 10:59:31 -0800,,Mountain Time (US & Canada) 570296616688750592,neutral,1.0,,,American,,AesaGaming,,0,@AmericanAir Trying desperately to get my boyfriend booked on the same US Airways flight as myself for the same price. Can you help?,,2015-02-24 10:58:03 -0800,, 570296572375900160,positive,1.0,,,American,,TheVirtualJosh,,0,"@AmericanAir yes yes yes,so glad to be headed home!",,2015-02-24 10:57:53 -0800,, 570295981985681409,negative,1.0,Can't Tell,0.6569,American,,ferraro__rocher,,0,@AmericanAir don't worry. I'll be sending a letter with what I expect from you for compensation. I fly twice a week w/you guys...for now,,2015-02-24 10:55:32 -0800,"Plano, TX",Mountain Time (US & Canada) 570295901555699712,positive,1.0,,,American,,MeeestarCoke,,0,@AmericanAir thanks!!,,2015-02-24 10:55:13 -0800,BK, 570295745921880064,positive,0.6909,,,American,,THE_amandajean,,0,@AmericanAir thanks keep me updated just hope I make either of my connections to Killeen Tx,,2015-02-24 10:54:36 -0800,the one and only TEXAS!!!!,Mountain Time (US & Canada) 570295576446808065,negative,1.0,Customer Service Issue,1.0,American,,HollyKinnamon,,0,@AmericanAir I have been on hold w/customer service line for 68 minutes. This after I was on phone with an agent for 35 min b/f call droped,,2015-02-24 10:53:55 -0800,"Washington, DC",Quito 570295174385016832,negative,1.0,Flight Booking Problems,0.6982,American,,barbararwill,,0,@AmericanAir I tried to book a rwrd and was told I couldnt. Bought tix on USAir (now AA-no choice) didn't bother to + AAdv# with this svc...,,2015-02-24 10:52:19 -0800,Mexico City, 570293494444634114,neutral,0.6705,,0.0,American,,idk_but_youtube,,0,@AmericanAir did you know that suicide is the second leading cause of death among teens 10-24?,,2015-02-24 10:45:39 -0800,1/1 loner squad,Eastern Time (US & Canada) 570292715444965377,negative,0.6551,Cancelled Flight,0.3331,American,,alicizzle,,0,@AmericanAir narrowly made standby...lots of snags this trip!,,2015-02-24 10:42:33 -0800,MiniApple(s), 570292403309035520,neutral,1.0,,,American,,pbpinftworth,,0,@AmericanAir @pbpinftworth iPhone 6 64GB (not 6 plus),"[32.82813261, -97.25115941]",2015-02-24 10:41:19 -0800,"DFW, TX",Central Time (US & Canada) 570291431195205633,negative,1.0,Late Flight,0.6849,American,,JesicaLSantos,,0,"@AmericanAir i ordered it as i always do. But on a 9hour flight delayed for 4 hours, it was worse than ever before when you forgot my meal.",,2015-02-24 10:37:27 -0800,NY (Globetrotter.ExBonaerense), 570291157340704769,positive,1.0,,,American,,mpresdenver,,0,@AmericanAir thanks so much!,,2015-02-24 10:36:22 -0800,"Denver, Colorado",Mountain Time (US & Canada) 570290552169734144,neutral,0.6808,,,American,,saianel,,0,"@AmericanAir @RobertDwyer AA doesnt charge any fees to change award tickets as long as the origin, destination & award type remains the same",,2015-02-24 10:33:57 -0800,Texas,Mountain Time (US & Canada) 570290337169739776,negative,0.6539,Bad Flight,0.3303,American,,SusieBarre,,0,@AmericanAir I need a flight out tonight. Isn't there anything else?,,2015-02-24 10:33:06 -0800,, 570290334158225408,positive,1.0,,,American,,oobunillaoo,,0,@AmericanAir thank you for the confirmation.,,2015-02-24 10:33:05 -0800,usa::fr::uk,London 570290220589027328,negative,1.0,Can't Tell,0.6447,American,,PBSamson,,0,"@AmericanAir spent $8 for the choppiest feed of ""Whiplash"" ever. #americanairlinesfail #iwantmymoneyback",,2015-02-24 10:32:38 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570290034009636865,neutral,1.0,,,American,,waynebevan,,0,@AmericanAir OK I will call them likely tmrw UK time to question the process getting the change charge reversed due to a bereavement,,2015-02-24 10:31:54 -0800,,Alaska 570289085354541058,negative,1.0,Lost Luggage,1.0,American,,brownsrock,,0,@AmericanAir - Please find my bag!! In Singapore for three days already without my bag. Last known destination LAX Tag: 580815 Please help.,,2015-02-24 10:28:08 -0800,"Bangkok, Thailand",Bangkok 570288809532891137,negative,1.0,Customer Service Issue,1.0,American,,jkordyback,,0,@AmericanAir “Inconvenient” is such a convenient word.,,2015-02-24 10:27:02 -0800,"North Saanich, BC",Pacific Time (US & Canada) 570288282413633536,negative,1.0,Lost Luggage,1.0,American,,jacquelinewins6,,0,"@AmericanAir Your response could have made all the difference. It could have made the situation better. NO TRUST...GET LOST like my bag.",,2015-02-24 10:24:56 -0800,, 570288167242375168,negative,1.0,Late Flight,1.0,American,,aaronmsantos,,0,"@AmericanAir delayed on the way to Puerto Rico and delayed on the way back to New York, this is disgraceful",,2015-02-24 10:24:29 -0800,"Brooklyn, NY and all over.",Quito 570287747643998208,negative,1.0,Lost Luggage,1.0,American,,jacquelinewins6,,0,"@AmericanAir That's ok...You may keep my $25 and lose my bag with no info, but you no longer have my trust. Bad way to handle this.",,2015-02-24 10:22:49 -0800,, 570287638084763648,negative,1.0,Cancelled Flight,0.6857,American,,THE_amandajean,,0,@AmericanAir come on I just want to go home I can't miss another day of work #stuckinmemphis #texasisclosed,,2015-02-24 10:22:23 -0800,the one and only TEXAS!!!!,Mountain Time (US & Canada) 570287271234174976,neutral,1.0,,,American,,IoanGil,,0,@AmericanAir Here is the photo ;) http://t.co/VMqUURZUpW,,2015-02-24 10:20:55 -0800,,London 570286841737318400,negative,1.0,Cancelled Flight,1.0,American,,djjohnpayne,,0,@AmericanAir you guys are killing me. http://t.co/22iPGeIcSm,"[0.0, 0.0]",2015-02-24 10:19:13 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570284862122233856,positive,0.6812,,0.0,American,,pokecrastinator,,0,@AmericanAir Aww cool! It's nice to know they are still up above my head then. One of my faves.,,2015-02-24 10:11:21 -0800,United States,Mountain Time (US & Canada) 570284660510433280,neutral,1.0,,,American,,sammy575,,0,@AmericanAir what's the status of flight 1357 out of sju?,,2015-02-24 10:10:33 -0800,New York,Eastern Time (US & Canada) 570284482588246016,negative,0.6495,Customer Service Issue,0.6495,American,,mmanny,,0,"@AmericanAir Would love to DM you, but my Twitter app says you're not following me and I can't.","[0.0, 0.0]",2015-02-24 10:09:50 -0800,NYC,Eastern Time (US & Canada) 570284308210032640,negative,1.0,Customer Service Issue,0.6632,American,,BartonDVM,,0,"@AmericanAir Its not that I wasn't offered ""perks"" by @USAirways. I ASKED and was told, ""NO."" #thenewamerican",,2015-02-24 10:09:09 -0800,Arkansas,Central Time (US & Canada) 570284054605639683,negative,1.0,Can't Tell,0.662,American,,chagaga2013,,0,@AmericanAir good care of their customers if anything happen to then take you @Delta for getting me back to NYC !! Screw you @AmericanAir,"[40.69017276, -73.91646118]",2015-02-24 10:08:08 -0800,new york city,Central Time (US & Canada) 570283851018317824,negative,1.0,Cancelled Flight,1.0,American,,chagaga2013,,0,@AmericanAir cost me over 200 dollars because flight was Cancelled Flightled and couldn't even give me a food comp!! Fly @JetBlue @Delta they take,"[40.68994668, -73.91637642]",2015-02-24 10:07:20 -0800,new york city,Central Time (US & Canada) 570283544125288448,negative,1.0,Cancelled Flight,0.6578,American,,chagaga2013,,0,@AmericanAir they will just say dumb things to beat around the bush ! If you're flight Cancelled Flightled be prepared for no compassion from them,"[40.69002464, -73.91638072]",2015-02-24 10:06:06 -0800,new york city,Central Time (US & Canada) 570283309093113856,neutral,1.0,,,American,,pbpinftworth,,0,@americanair Yes to the iOS. I'm running iOS 8.1.3,,2015-02-24 10:05:10 -0800,"DFW, TX",Central Time (US & Canada) 570283254743506944,negative,1.0,Late Flight,0.7046,American,,chagaga2013,,0,@AmericanAir worst company ever please do not fly with them I repeat please do not fly !! They will not credit you if you're delayed,"[40.68996177, -73.91640136]",2015-02-24 10:04:57 -0800,new york city,Central Time (US & Canada) 570282555057909760,negative,1.0,Late Flight,0.6461,American,,alicizzle,,0,"@AmericanAir continues to win: I've never missed a flight before, but a nice little quiet gate change made it possible. Sheesh.",,2015-02-24 10:02:11 -0800,MiniApple(s), 570282469791911936,positive,0.6709999999999999,,,American,,mrespinosa1971,,0,@AmericanAir - keeping AA up in the Air! My crew chief cousin Alex Espinosa in DFW! http://t.co/0HXLNvZknP,,2015-02-24 10:01:50 -0800,Great State of Texas,Central Time (US & Canada) 570281958556610560,negative,1.0,Lost Luggage,0.6471,American,,MrsPang725,,0,"@AmericanAir lost my cats, missed their flights, kept them crated 30 hrs for a would-be 5 hr trip. You'll never touch my pets again.",,2015-02-24 09:59:48 -0800,City by the Bay,Eastern Time (US & Canada) 570281854139572225,negative,1.0,Can't Tell,1.0,American,,EMesaLaw,,0,@AmericanAir don't worry you won't steal my money again,,2015-02-24 09:59:24 -0800,Greater New England Area,Quito 570281731510571009,negative,1.0,Customer Service Issue,1.0,American,,robkoenigld,,0,@AmericanAir why am I continually getting put on hold by painfully inexperienced people when calling your Platinum desk?!,,2015-02-24 09:58:54 -0800,"indialantic, fl",Eastern Time (US & Canada) 570281470507352064,negative,1.0,Customer Service Issue,1.0,American,,chone1984,,0,@AmericanAir pretty lame response to a two paged single spaced letter http://t.co/aCebo6ELPa,,2015-02-24 09:57:52 -0800,,Eastern Time (US & Canada) 570281010606120960,negative,1.0,Can't Tell,0.659,American,,jacquelinewins6,,0,"@AmericanAir It's not what happens to us that matters...It's our response that matters. Way to drop the ball AA.",,2015-02-24 09:56:02 -0800,, 570280755252895745,negative,0.7101,Flight Booking Problems,0.7101,American,,traveller5207,,0,"@AmericanAir I am looking for help on USAirways award travel booked for wife and two boys, no seats assigned.",,2015-02-24 09:55:02 -0800,Connecticut,Quito 570280641771790336,positive,1.0,,,American,,LordLasenby,,0,@AmericanAir @Clarkey_19 we done it with 1 truck... No biggie 😄,,2015-02-24 09:54:34 -0800,,London 570280637946421249,negative,1.0,Can't Tell,0.6565,American,,martinesquivel,,0,@AmericanAir and @iTunesMusic have put me in bad mood. I haven't been this angry since Spagnuolo coached the #Rams,,2015-02-24 09:54:34 -0800,CA,Pacific Time (US & Canada) 570280378193330180,negative,0.6954,Cancelled Flight,0.387,American,,courtfierce,,0,@AmericanAir AND they Cancelled Flighted my flight and left me with no help to find a hotel to stay in. I slept in an airport for a night-_-,,2015-02-24 09:53:32 -0800,513/lexingtonKY,Quito 570280225625362432,negative,1.0,Cancelled Flight,1.0,American,,TheVirtualJosh,,0,"@AmericanAir flight 1181 out of Vegas to DFW. Cancelled Flightled Sunday and Monday, no whammie today!",,2015-02-24 09:52:55 -0800,, 570279653337927680,positive,1.0,,,American,,sundialtours,,0,"@AmericanAir ""Airport snow removal method #22..."" Keep up the good work folks, this is where Cessna's become 747's! http://t.co/oUmC1LrXDN",,2015-02-24 09:50:39 -0800,"Astoria, OR",Tijuana 570279368766959616,neutral,1.0,,,American,,jjqb1,,0,@AmericanAir These birds could fly to South America for example #Argentina,,2015-02-24 09:49:31 -0800,,Buenos Aires 570279220502511617,negative,1.0,Cancelled Flight,1.0,American,,SusieBarre,,0,@AmericanAir my flight 386 from Jacksonville fl to Dallas is showing Cancelled Flightled. What is going on? Am I rebooked on another flight?,,2015-02-24 09:48:56 -0800,, 570279118438182913,positive,1.0,,,American,,kdtate,,0,"@AmericanAir great, thanks!",,2015-02-24 09:48:31 -0800,, 570279036582109184,positive,1.0,,,American,,hooton,,0,@AmericanAir awesome. Thanks!,,2015-02-24 09:48:12 -0800,"Little Rock, AR",Central Time (US & Canada) 570278869133107201,negative,1.0,Cancelled Flight,1.0,American,,SusieBarre,,0,@AmericanAir my flight 386 to Dallas from Jacksonville fl has been Cancelled Flightled. No one has notified me. What's going on?,,2015-02-24 09:47:32 -0800,, 570278803399798784,negative,1.0,Damaged Luggage,0.6771,American,,DBlock_Official,,0,@AmericanAir extremely upset that your baggage handlers decide to go in my luggage and take my belongings,,2015-02-24 09:47:16 -0800,Posted,Central Time (US & Canada) 570278644918194176,negative,1.0,Late Flight,1.0,American,,JesicaLSantos,,0,"@AmericanAir flight 65 delayed over 4 hours on 2/22, had no GF meals despite my early request, attendant seat fell on my leg #badservice",,2015-02-24 09:46:38 -0800,NY (Globetrotter.ExBonaerense), 570276434763128833,negative,1.0,Flight Attendant Complaints,1.0,American,,StefanNiemczyk,,0,"@AmericanAir but, what I can always rely on when I fly USAir or American is that employees will be rude and unhappy.",,2015-02-24 09:37:51 -0800,,Arizona 570276414567493633,negative,1.0,Customer Service Issue,0.3394,American,,jkordyback,,0,@AmericanAir robocalls me with another Cancelled Flightation. And then when I don’t accept the change it won’t let me connect to an agent. Just wow.,,2015-02-24 09:37:47 -0800,"North Saanich, BC",Pacific Time (US & Canada) 570276245960835073,negative,0.6913,Can't Tell,0.3537,American,,gu_runyu,,0,"@AmericanAir said that AA does not provide in-flight wifi on the routes to China based on some federal laws, but United does, why is that?",,2015-02-24 09:37:06 -0800,, 570276196405125120,negative,1.0,Late Flight,1.0,American,,mwecker,,0,"@AmericanAir Right. But more than two hours Late Flight, and it seems due to poor communication, which sounded like it was annoying on-plane staff",,2015-02-24 09:36:55 -0800,"Washington, DC",Eastern Time (US & Canada) 570275970046775297,negative,0.7038,Can't Tell,0.7038,American,,StefanNiemczyk,,0,@AmericanAir I'm not sure what happened to my USAirways status when the merger took place.,,2015-02-24 09:36:01 -0800,,Arizona 570275944012783616,negative,1.0,Customer Service Issue,0.6961,American,,mpresdenver,,0,@AmericanAir can u help rebook passenger via Twitter/DM. Been on hold for 1.5 hours. Thanks!,,2015-02-24 09:35:54 -0800,"Denver, Colorado",Mountain Time (US & Canada) 570275726483542016,negative,0.6535,Can't Tell,0.3754,American,,StefanNiemczyk,,0,"@AmericanAir I'd like to apologize to the gate agent for flight AA76, I was not aware that zone 1 was after the nine other precious gems.",,2015-02-24 09:35:03 -0800,,Arizona 570275632518733825,neutral,0.69,,0.0,American,,RobertDwyer,,0,@AmericanAir my key point of confusion is whether I can make this change even though the initial Flight Booking Problems was on US Airways metal?,,2015-02-24 09:34:40 -0800,"Wellesley, MA",Eastern Time (US & Canada) 570275536406253568,neutral,0.6863,,,American,,RobertDwyer,,0,@AmericanAir origin/destination/dates are the same. Going from US Airways connecting flight to AA direct flight. Award is saver level.,,2015-02-24 09:34:17 -0800,"Wellesley, MA",Eastern Time (US & Canada) 570275450200711168,neutral,1.0,,,American,,gu_runyu,,0,@AmericanAir When will the old 777-200 fly ORD-PVG get upgraded?,,2015-02-24 09:33:57 -0800,, 570275384714862592,neutral,1.0,,,American,,ItsMeLockett,,0,@AmericanAir I know. Just a little cold weather humor. :),,2015-02-24 09:33:41 -0800,USA,Central Time (US & Canada) 570275314036649984,negative,1.0,Late Flight,0.3703,American,,susqhb,,0,@AmericanAir None of the #LAX flights into #DFW have been Cancelled Flightled. Those landing before and after ours are fine. Completely arbitrary.,,2015-02-24 09:33:24 -0800,Dallas via NYC via the OC,Central Time (US & Canada) 570275248052039680,negative,0.5014,Customer Service Issue,0.5014,American,,RobertDwyer,,0,@AmericanAir that doesn't really answer my question. Maybe if I provide more details you can give me clarification...,,2015-02-24 09:33:08 -0800,"Wellesley, MA",Eastern Time (US & Canada) 570275010759102466,negative,1.0,Lost Luggage,1.0,American,,paintbranch1398,,0,@AmericanAir this delayed bag was for my friend Lisa Pafe. She got her bag after 3 days in Costa Rica. Issue no updates on your system.,,2015-02-24 09:32:12 -0800,, 570274148364242947,positive,1.0,,,American,,treeguy81,,0,@AmericanAir thanks!,,2015-02-24 09:28:46 -0800,Raleigh NC,Quito 570273819287531520,positive,1.0,,,American,,GoldensPleasure,,0,@AmericanAir Aww Thanks AA..DFW was on GMA up here this AM..so i understand ..Btw A.A is my Airline when im able to trv..Love you guys.:),,2015-02-24 09:27:28 -0800,East Coast CT.,Central Time (US & Canada) 570273710210469888,positive,1.0,,,American,,Mtts28,,0,@AmericanAir These are some awesome photos. Thanks for sharing! 😁,,2015-02-24 09:27:02 -0800,Virginia,Eastern Time (US & Canada) 570272880556011520,positive,1.0,,,American,,ESPartee,,0,"@americanair new plane, #gogo, easy power for laptop, iPhone, just missing a good boat-style swivel cup holder for my #dietcoke #happyflier","[0.0, 0.0]",2015-02-24 09:23:44 -0800,"alexandria, va",Eastern Time (US & Canada) 570272235639828480,negative,1.0,longlines,0.633,American,,cmrqt,,0,@AmericanAir how about some rampers at gate b40 dfw? Waiting to be marshaled in,,2015-02-24 09:21:10 -0800,Everywhere,Central Time (US & Canada) 570272172679282688,negative,1.0,Cancelled Flight,0.6632,American,,mmanny,,0,@AmericanAir You Cancelled Flight my flight and there’s no way to rebook on the website or app? I have to wait 35 minutes on hold? #fail cc @Delta,,2015-02-24 09:20:55 -0800,NYC,Eastern Time (US & Canada) 570272018840428544,neutral,1.0,,,American,,pokecrastinator,,0,@AmericanAir I thought all those planes were retired? #MD80,,2015-02-24 09:20:19 -0800,United States,Mountain Time (US & Canada) 570271904508092416,positive,0.6892,,0.0,American,,superyan,,0,Just got off the phone @AmericanAir customer service. Only 8 minutes to get my issue resoled. You guys are awesome.,,2015-02-24 09:19:51 -0800,, 570271896887017472,neutral,0.6709999999999999,,,American,,MeeestarCoke,,0,@AmericanAir thanks for the info Is there a number I can call to speak to a person? It's going to take an hour to type it out,,2015-02-24 09:19:50 -0800,BK, 570271574462369793,positive,1.0,,,American,,pilot991,,0,"@AmericanAir we are off to Kax premium. Hoping this flight is better food, TV now I know how to work it and service. Tnx",,2015-02-24 09:18:33 -0800,new england,Central Time (US & Canada) 570271479616573440,positive,1.0,,,American,,PappasitosTXMEX,,0,@AmericanAir @beantownmatty Sounds like a date!,,2015-02-24 09:18:10 -0800,,Central Time (US & Canada) 570271383005085696,negative,1.0,Can't Tell,0.6472,American,,BartonDVM,,0,@AmericanAir I'm frustrated by all of the @USAirways attitude toward #ExecPlat members. #thenewamerican,,2015-02-24 09:17:47 -0800,Arkansas,Central Time (US & Canada) 570270777121103872,negative,1.0,Customer Service Issue,0.6629999999999999,American,,andrearamy,,0,@AmericanAir another day another grievance with this airline. No customer service,,2015-02-24 09:15:23 -0800,LBK, 570270776370311168,negative,1.0,Flight Attendant Complaints,0.6553,American,,BartonDVM,,0,"@AmericanAir You've misunderstood. @USAirways WOULD NOT do a same day flight change for me. The gate agent said, ""NO.""",,2015-02-24 09:15:22 -0800,Arkansas,Central Time (US & Canada) 570270651996463104,neutral,0.6771,,,American,,krisdelcampo,,0,@AmericanAir Flight 35. I'm on my way.,,2015-02-24 09:14:53 -0800,"Las Vegas, NV",Eastern Time (US & Canada) 570270444646850561,negative,1.0,Customer Service Issue,0.6658,American,,corinnec,,0,@AmericanAir car accident on my way to the airport. Missed flight from rno to dca. Trying to resched but your line has 2 hr wait,,2015-02-24 09:14:03 -0800,"Washington, DC",Alaska 570270435478122497,positive,1.0,,,American,,beckyw618,,0,@AmericanAir Thanks so much!,,2015-02-24 09:14:01 -0800,, 570270039737274369,positive,0.6552,,,American,,marypoppings,,0,"“@AmericanAir: We hope you enjoy the #WinterWeather and brought your warm coat and gloves, Maria!” Yup! New beanie http://t.co/AnEqXZR4bp",,2015-02-24 09:12:27 -0800,New York/Nicaragua/Miami Beach,Eastern Time (US & Canada) 570269774594224128,negative,0.7148,Can't Tell,0.3889,American,,rqualls,,0,@AmericanAir @lpalumbo what weather sun is out,,2015-02-24 09:11:24 -0800,, 570269633778855936,negative,1.0,Flight Attendant Complaints,0.6503,American,,rqualls,,0,@AmericanAir so you fail again flight to rdu sitting waiting on flight attendants. your logistics are not good,,2015-02-24 09:10:50 -0800,, 570269280748441601,negative,1.0,Flight Booking Problems,0.6458,American,,nataliewsj,,0,@AmericanAir any idea on what the wait time is for refunds from @USAirways? I was told a few days over the phone - but it's well past that.,,2015-02-24 09:09:26 -0800,"Washington, DC",Pacific Time (US & Canada) 570268875872473088,negative,0.6432,Flight Booking Problems,0.3331,American,,SuperGlueMom,,0,@AmericanAir I was happy to purchase the upgrade. If only it was avail on my next flight.,,2015-02-24 09:07:49 -0800,Southern Suburbia,Eastern Time (US & Canada) 570268646544510976,negative,1.0,Customer Service Issue,0.3555,American,,weezerandburnie,,0,@AmericanAir It is now going to be reported to the police due to the sexual assult sad that you didn't care,,2015-02-24 09:06:55 -0800,Belle MO, 570268420140244992,negative,1.0,Cancelled Flight,1.0,American,,farfalla818,,0,@AmericanAir 4th flight rebooked to is NOT Cancelled Flighted! Woo-hoo. Going to make it to @LaGuardiaAir,,2015-02-24 09:06:01 -0800,"Plano, Texas", 570268326250745856,negative,0.667,Cancelled Flight,0.667,American,,hooton,,0,@AmericanAir my flight to DFW from LIT on my way to PDX tomorrow was Cancelled Flighted. Can you help me?,,2015-02-24 09:05:38 -0800,"Little Rock, AR",Central Time (US & Canada) 570267902726803456,negative,1.0,Late Flight,0.6496,American,,Flora_Lola_NYC,,0,@AmericanAir The issue is the lack of consideration of an announcement made so Late Flight when the gate agent had been there for over an hour.,,2015-02-24 09:03:57 -0800,,Eastern Time (US & Canada) 570267608773054464,negative,1.0,Cancelled Flight,0.6774,American,,susqhb,,0,@AmericanAir I understand. But why is this the only flight of the day not going out? Twice?! I'm now out of extra meds and diapers for baby.,,2015-02-24 09:02:47 -0800,Dallas via NYC via the OC,Central Time (US & Canada) 570267592478191617,neutral,0.6159,,0.0,American,,pbpinftworth,,0,@americanair I sure do. I'm running version 3.10.0,,2015-02-24 09:02:43 -0800,"DFW, TX",Central Time (US & Canada) 570267562623152128,negative,1.0,Flight Attendant Complaints,0.6688,American,,alinaxkristin,,0,@AmericanAir you could train your flight attendants to have some manners and decency,,2015-02-24 09:02:36 -0800,Miami ,Quito 570267287883616256,negative,1.0,Flight Booking Problems,1.0,American,,marianela_mt,,0,@AmericanAir change fee = same price of new ticket... Not logical,,2015-02-24 09:01:31 -0800,, 570267241046020096,positive,1.0,,,American,,ralvesp,,0,@AmericanAir Nice to read it! Thank you very much!,,2015-02-24 09:01:19 -0800,Itatiba/SP,Brasilia 570267066919313408,negative,1.0,Bad Flight,0.6721,American,,weezerandburnie,,0,@AmericanAir we have been advised to turn this issue over to the police due to the sexual assult THANK YOU FOR ALLOWING THAT ON YOUR PLANE!,,2015-02-24 09:00:38 -0800,Belle MO, 570267037911670784,negative,1.0,Can't Tell,1.0,American,,RossWGibson,,0,@AmericanAir Fuck you.,,2015-02-24 09:00:31 -0800,"Columbus, Ohio",Eastern Time (US & Canada) 570266460003508225,negative,1.0,Lost Luggage,1.0,American,,jacquelinewins6,,0,"@AmericanAir Not giving you a hard time...Just looking for basic customer service after AA lost my bag. ETA on it's return, please????????",,2015-02-24 08:58:13 -0800,, 570266233003741184,neutral,0.6925,,0.0,American,,fromknecht,,0,@AmericanAir I bet they do! I'm sure they have some form of wear and tear on their skin. I hope they will survive the rest of the winter xxx,,2015-02-24 08:57:19 -0800,erie pa,Eastern Time (US & Canada) 570265919676485632,positive,1.0,,,American,,Runts54,,0,@AmericanAir @dfwairport me too!! LOVE LIVING SO CLOSE SO I ALWAYS HAVE GREAT VIEWS!,,2015-02-24 08:56:04 -0800,"Euless, Texas", 570265876911403009,positive,0.6743,,,American,,vMongo,,0,@AmericanAir Thanks!,,2015-02-24 08:55:54 -0800,DFW Area,Central Time (US & Canada) 570265689589592064,negative,0.6982,Can't Tell,0.3848,American,,JESSICRUNK,,0,@americanair Can someone contact me about my awful experience with american airlines this weekend,,2015-02-24 08:55:10 -0800, Los Angeles,Pacific Time (US & Canada) 570265626146512896,negative,1.0,Flight Booking Problems,0.6557,American,,kdtate,,0,"@AmericanAir actually, online indicates the only seating available is at a premium cost..why not allow seat selection at time of purchase",,2015-02-24 08:54:54 -0800,, 570265300685488129,negative,1.0,Late Flight,0.3443,American,,JR_Fett,,0,"@AmericanAir your definition and mine of 10 min is vastly different. I understand the need to get off the plane for maint, but be honest.",,2015-02-24 08:53:37 -0800,, 570264948548313088,positive,1.0,,,American,,Runts54,,0,@AmericanAir @dfwairport you 2 together are the best part of flying!,,2015-02-24 08:52:13 -0800,"Euless, Texas", 570264740817010689,positive,0.6708,,0.0,American,,IDontRentPigs,,0,"@AmericanAir @dfwairport Guys, let it go. http://t.co/vOxcghciJi",,2015-02-24 08:51:23 -0800,"Denton County, Texas",Central Time (US & Canada) 570264682541522944,negative,1.0,Customer Service Issue,1.0,American,,fetsyat001,,0,@AmericanAir Is there a way to add my AA number to an itinerary that doesn't involve sitting on hold for 1.5 hours?,,2015-02-24 08:51:09 -0800,, 570264550458695680,positive,0.6937,,,American,,towbinator,,0,@AmericanAir I can hardly believe it! Bundle up and stay warm! 😉,,2015-02-24 08:50:38 -0800,United States of America,Eastern Time (US & Canada) 570264179216510976,neutral,1.0,,,American,,dfwairport,,0,@AmericanAir You're right. Someone is up to something...,,2015-02-24 08:49:09 -0800,"DFW Airport, TX",Central Time (US & Canada) 570264159687806976,negative,0.6314,Late Flight,0.3354,American,,Alexx_B_M,,0,@AmericanAir the flight is not going to make the connection to #MEX #AA2444,,2015-02-24 08:49:05 -0800,,Central Time (US & Canada) 570264011574415360,positive,1.0,,,American,,dfwairport,,1,@AmericanAir Thanks for sharing these photos! Round of applause for your crews! We appreciate all their hard work.,,2015-02-24 08:48:30 -0800,"DFW Airport, TX",Central Time (US & Canada) 570263889696305152,neutral,1.0,,,American,,SGomez9606,,0,@AmericanAir can I get a free ticket to Hawaii for being fabulous,,2015-02-24 08:48:00 -0800,Texas, 570263871526559745,negative,1.0,Bad Flight,1.0,American,,Alexx_B_M,,0,"@AmericanAir 1-the lavatory freezes, 2- problem with a nitrogen line 3-a low tire with the inflating equipment malfunctioning #AA2444 and...",,2015-02-24 08:47:56 -0800,,Central Time (US & Canada) 570263827033432064,neutral,0.6436,,0.0,American,,marianela_mt,,0,"@AmericanAir i want to change my flight for next week, they will still charge me. Waiting for fligt status",,2015-02-24 08:47:46 -0800,, 570263732099649537,neutral,1.0,,,American,,towbinator,,0,"@AmericanAir @dfwairport That's DFW!? OMG! Yeah cold, everywhere!",,2015-02-24 08:47:23 -0800,United States of America,Eastern Time (US & Canada) 570263448828780547,positive,1.0,,,American,,ELLLORRAC,,0,@AmericanAir great customer service thanks,,2015-02-24 08:46:15 -0800,,Central Time (US & Canada) 570263313306615810,neutral,1.0,,,American,,beckyw618,,0,"@AmericanAir When Flight Booking Problems an int'l flight online, do I have to provide a passport number when Flight Booking Problems or just when I arrive at airport?",,2015-02-24 08:45:43 -0800,, 570263008762601475,neutral,0.6564,,,American,,RayonHarris,,0,@AmericanAir yes they do http://t.co/wCSAZZQPae,,2015-02-24 08:44:30 -0800,,Eastern Time (US & Canada) 570262528539779073,neutral,0.6786,,,American,,BriannAtl35,,0,@AmericanAir hook me up with a free trip to Barbados and I will tell you the secret beaches to see,,2015-02-24 08:42:36 -0800,JAWJA,Central Time (US & Canada) 570262112477401088,negative,1.0,Cancelled Flight,1.0,American,,lpalumbo,,0,"@AmericanAir why did flight 1636 get Cancelled Flightled? Waiting for a rep to rebook, but wondering if there will be other issues getting out.",,2015-02-24 08:40:57 -0800,Boston,Eastern Time (US & Canada) 570262096094498816,negative,1.0,Flight Attendant Complaints,1.0,American,,weezerandburnie,,0,@AmericanAir we are going to the police dept due to the sexual assult that your stewardess allowed to occur and your lack of concern,,2015-02-24 08:40:53 -0800,Belle MO, 570261511781941251,neutral,1.0,,,American,,RockUrHumanity,,0,@AmericanAir Thank you for responding so quickly to my tweets I do appreciate that.,,2015-02-24 08:38:34 -0800,East Coast/New England,Eastern Time (US & Canada) 570261418387353601,negative,1.0,Flight Booking Problems,1.0,American,,amandakryska,,0,@AmericanAir I am trying to change the time of a flight I already purchased and was told I have to pay a $400 change fee. Ridiculous.,,2015-02-24 08:38:11 -0800,Chicago,Central Time (US & Canada) 570261359377698817,neutral,0.6924,,0.0,American,,MeeestarCoke,,0,@AmericanAir please email me at temorris2010@hotmail.com. willing to discuss my experience & give another try would like to speak directly,,2015-02-24 08:37:57 -0800,BK, 570261328511643648,negative,1.0,Cancelled Flight,1.0,American,,marianela_mt,,0,"@AmericanAir if my flight gets Cancelled Flightled i should be able to reschedule to any date i want, not the next day or 2 days after",,2015-02-24 08:37:50 -0800,, 570261193685749760,negative,1.0,Flight Attendant Complaints,0.3446,American,,weezerandburnie,,0,@AmericanAir since you don't care about what happens to your passengers on your planes we will now be contacting the Police Dept,,2015-02-24 08:37:18 -0800,Belle MO, 570260735294607360,negative,1.0,Bad Flight,0.3667,American,,APOinc,,0,@AmericanAir why are @USAirways gold forced to pay for an upgrade? Open seats in 1st and not offered to Gold/Sapphire,,2015-02-24 08:35:28 -0800,"Pittsburgh, PA",Eastern Time (US & Canada) 570259700937134080,neutral,0.7068,,0.0,American,,Jacqueline062,,0,“@AmericanAir: Bet these birds wish they'd flown south for the #winter... http://t.co/tY9C0Gae2o” Lol,,2015-02-24 08:31:22 -0800,"Dallas, Texas",Central Time (US & Canada) 570259540697948162,positive,0.6454,,0.0,American,,jacquelinewins6,,0,"@AmericanAir I still think American Airlines is great...I would just like to be treated better. Loyal customers first, right?",,2015-02-24 08:30:44 -0800,, 570259502685151232,positive,0.6236,,,American,,Bishop71Bishop,,0,@AmericanAir if I could fly an md80/dc10 I would be so happy I live that plane so much md80 is love md80 is life.,,2015-02-24 08:30:35 -0800,, 570259380999860224,neutral,1.0,,,American,,ChrisAlanRobin,,0,@ods1819 aren't you glad this isn't you RT @AmericanAir: Bet these birds wish they'd flown south for the #winter... http://t.co/HEpkNpuzwU,,2015-02-24 08:30:05 -0800,Deep in the Heart of Texas,Central Time (US & Canada) 570258656383639553,neutral,1.0,,,American,,immz99,,0,@AmericanAir second pic from CDG?,,2015-02-24 08:27:13 -0800,Castellon & Daytona Beach FL,Paris 570258597180940288,neutral,1.0,,,American,,laurmar737,,0,@AmericanAir I'm sure all these birds will be in warmer weather soon.,,2015-02-24 08:26:59 -0800,"San Diego, CA", 570258457804189696,negative,1.0,Customer Service Issue,1.0,American,,whitejen99,,0,"@AmericanAir It's been 3 weeks and no reply from customer relations yet. Running out of time, please help. request: 1-2888155964 thanks",,2015-02-24 08:26:25 -0800,, 570258226819637248,neutral,0.6774,,,American,,AirlineAdviser,,0,@AmericanAir This is very true. Another reason why we stay South in the Winter months of travel http://t.co/fgJbex480D,,2015-02-24 08:25:30 -0800,, 570258141599928321,neutral,0.6683,,0.0,American,,ransvoice,,0,"@AmericanAir Would have had to fly real far south, huh? #WinterWeather #Brrr",,2015-02-24 08:25:10 -0800,"Cary, NC",Eastern Time (US & Canada) 570258040609337344,neutral,1.0,,,American,,BriannAtl35,,0,@AmericanAir um. down south has snow too #ATL,,2015-02-24 08:24:46 -0800,JAWJA,Central Time (US & Canada) 570257935911096320,neutral,0.6725,,,American,,towbinator,,0,@AmericanAir I'm sure they did. It's certainly chilly back East today! 😮,,2015-02-24 08:24:21 -0800,United States of America,Eastern Time (US & Canada) 570257660123193345,negative,1.0,Bad Flight,0.3614,American,,LibHig,,0,@AmericanAir Any reason why my 1463 flight to Chicago is boarding and I still don't have a seat assignment? Seriously?,,2015-02-24 08:23:15 -0800,, 570257429486706688,negative,1.0,Can't Tell,0.6399,American,,vysed,,0,"@AmericanAir @USAirways if this is how your merger is going to go, you fail! Huge probls w/comm on DFW storm. Cxld rtrn flts. NOT COOL!!!",,2015-02-24 08:22:20 -0800,north carolina,Quito 570257336465387521,negative,1.0,Bad Flight,0.7085,American,,kdtate,,0,@AmericanAir why does it feel like I'm being nickeled and dime to enjoy a flight with AA? I purchased a tkt but have to pay extra for a seat,,2015-02-24 08:21:58 -0800,, 570257258275164160,negative,1.0,Late Flight,1.0,American,,ELLLORRAC,,0,@AmericanAir Flight 2559 it's been delayed every hour since 8:55 am.,,2015-02-24 08:21:39 -0800,,Central Time (US & Canada) 570256852166029312,neutral,1.0,,,American,,Bishop71Bishop,,0,@AmericanAir do you still use DC9's?,,2015-02-24 08:20:03 -0800,, 570256038206824448,positive,0.6188,,,American,,JeffTitelius,,1,Happy #TT to my friends @AmericanAir . Hope the weather isn't causing you too many headaches.,,2015-02-24 08:16:49 -0800,"Mount Dora, Florida",Quito 570255853296746496,neutral,1.0,,,American,,RobertDwyer,,0,"@AmericanAir if I've booked an AA award on USAir metal, and space opens up on AA metal, can I change to the AA flight without fees?",,2015-02-24 08:16:04 -0800,"Wellesley, MA",Eastern Time (US & Canada) 570255773651099648,positive,0.6607,,,American,,DanJWillis,,0,@AmericanAir well have all day and all the time in the world,,2015-02-24 08:15:45 -0800,my top secret gaming facility,Casablanca 570255201069899776,negative,1.0,Late Flight,0.6685,American,,StrongerOrgs,,0,@AmericanAir Can't unload flight #3322 because jetway is broken. #steps #planB? #waiting nearly an hour,,2015-02-24 08:13:29 -0800,Texas,Central Time (US & Canada) 570254721140850689,negative,1.0,Can't Tell,0.3579,American,,VeggieWhisperer,,0,"@AmericanAir I'd love to take my seat, but it appears as though someone already has. #disappointed #upgrademe #wtf http://t.co/9Gx5mMmubb",,2015-02-24 08:11:34 -0800,,Eastern Time (US & Canada) 570254579578720256,neutral,0.6858,,0.0,American,,marianela_mt,,0,"@AmericanAir if i want to change my flight due to weather conditions in Dallas this weekend, i should be able to cover change fee with miles",,2015-02-24 08:11:01 -0800,, 570254375081414656,neutral,1.0,,,American,,bri__m,,0,@AmericanAir Are you expecting delays/Cancelled Flightlations at Dallas on 25/26th due to the snow? Nothing like Monday I hope!,,2015-02-24 08:10:12 -0800,"London, UK",London 570254322694557696,negative,0.6681,Customer Service Issue,0.6681,American,,oobunillaoo,,0,"@AmericanAir just look at RDU airport. please think about the safety of your passengers. we cant get to RDU safely! http://t.co/wDyEkVB1Ze",,2015-02-24 08:10:00 -0800,usa::fr::uk,London 570253932880007168,negative,0.6687,Flight Booking Problems,0.3442,American,,PowerSurgeMusic,,0,@AmericanAir Please explain why it costs almost the same price of a full roundtrip fair to only change the departure time of a flight?,,2015-02-24 08:08:27 -0800,✅,Pacific Time (US & Canada) 570253919697244160,negative,1.0,Late Flight,1.0,American,,skogsbergh,,0,@AmericanAir The flight was delayed 5 times. Spent almost 40min on the tarmac. I'll reconsider my future flight options.,,2015-02-24 08:08:23 -0800,Lake Arrowhead, 570253859412529152,positive,0.6802,,,American,,DarknesProdigy,,0,@AmericanAir oh it's nothing my issue was already resolved and I am in the air,,2015-02-24 08:08:09 -0800,"Pirate Isle, Arcadia",Eastern Time (US & Canada) 570252885809868801,negative,1.0,Lost Luggage,0.3585,American,,joannabananajo,,0,@AmericanAir Filled out a baggage claim over the phone last night. Check the status to discover the rep confused Arkansas for Alaska 😒,,2015-02-24 08:04:17 -0800,"New York, NY",Central Time (US & Canada) 570252614320783361,negative,0.669,Customer Service Issue,0.669,American,,ELLLORRAC,,0,@AmericanAir I need an answer why we can't get into Wichita Falls.,,2015-02-24 08:03:12 -0800,,Central Time (US & Canada) 570252431113760768,negative,1.0,Lost Luggage,0.6635,American,,alas3k,,0,@AmericanAir #AmericanAirlines says most bags left in Miami have been returned following mechanical glitch >> http://t.co/Ib8kyjBCJM,,2015-02-24 08:02:29 -0800,"ÜT: 26.72488,-80.13666",Eastern Time (US & Canada) 570251814970515456,negative,0.7276,Can't Tell,0.7276,American,,fantacychristin,,0,@AmericanAir I need refund.,,2015-02-24 08:00:02 -0800,,Eastern Time (US & Canada) 570251560871002112,negative,1.0,Can't Tell,0.6588,American,,erinfoyLA,,0,"@AmericanAir really needs to get a a clue and start treating people like humans, not animals. #americandairlinesSUCKS",,2015-02-24 07:59:01 -0800,"Los Angeles, CA", 570251394965479424,negative,0.635,Customer Service Issue,0.3285,American,,oobunillaoo,,0,@AmericanAir why is raleigh not on the updated southern states advisory???,,2015-02-24 07:58:21 -0800,usa::fr::uk,London 570250940290342914,negative,0.6866,Lost Luggage,0.35200000000000004,American,,Kukirani,,0,@AmericanAir hi we have lost and found solution we want to offer for free to assist with contacting people when items are found,,2015-02-24 07:56:33 -0800,Worldwide, 570250617379168256,negative,1.0,Customer Service Issue,0.6914,American,,blueswingpark,,0,@AmericanAir and it's not a inconvenience it is a disaster. It's A $500 phone bill from you that you refuse to pay,,2015-02-24 07:55:16 -0800,san francisco califorania,Pacific Time (US & Canada) 570250566573674496,neutral,0.6616,,0.0,American,,oobunillaoo,,0,@AmericanAir have your experts seen this? this is right at RDU airport. http://t.co/mPliO6DYgn,,2015-02-24 07:55:04 -0800,usa::fr::uk,London 570250470289068032,negative,1.0,Customer Service Issue,1.0,American,,blueswingpark,,0,"@AmericanAir stop sending me back to ""customer relations ""I have hand written a letter to them, send in a letter, called them, no help!!",,2015-02-24 07:54:41 -0800,san francisco califorania,Pacific Time (US & Canada) 570250371110539264,negative,1.0,Customer Service Issue,0.6611,American,,ELLLORRAC,,0,@AmericanAir Is large Wichita Falls Airport not receiving any arrivals? I have called and no one answers. I been waiting for 1 day,,2015-02-24 07:54:17 -0800,,Central Time (US & Canada) 570250236402094080,negative,1.0,Lost Luggage,0.6890000000000001,American,,jacquelinewins6,,0,"@AmericanAir Can you tell me what that means? I work and just need an estimated time of arrival please? I need my laptop for work. Thanks",,2015-02-24 07:53:45 -0800,, 570249520736374785,negative,1.0,Late Flight,0.6683,American,,MGregoryBrown,,0,@AmericanAir Waiting an hour now for a pilot AA3688. Is there a pilot in the house at DFW?,"[32.8968169, -97.0618222]",2015-02-24 07:50:55 -0800,,Central Time (US & Canada) 570249440176570368,positive,0.6821,,0.0,American,,JR_Fett,,0,@AmericanAir Kudos to the captain and crew for handling fustrated people while dealing with the preventable issues and shortcomings by maint,,2015-02-24 07:50:35 -0800,, 570249435029970945,neutral,1.0,,,American,,AmesB89,,0,@AmericanAir do you offer group pricing discounts by any chance?,"[28.02034806, -82.52234293]",2015-02-24 07:50:34 -0800,Largo florida, 570249159179145216,neutral,1.0,,,American,,Looluca,,0,@AmericanAir now I understand!!,,2015-02-24 07:49:28 -0800,,Brasilia 570248991704788992,negative,0.6782,Customer Service Issue,0.6782,American,,MyCustoAdvocate,,0,@AmericanAir Airline trouble this winter & not getting good customer service? contact http://t.co/aQjn4HwNaC we negotiate w/companies forU!,,2015-02-24 07:48:48 -0800,"Miami, New York, Boston", 570248695670841344,negative,0.6781,Can't Tell,0.3411,American,,JR_Fett,,0,"@AmericanAir I guess that is your way of saying thanks for sharing but I can't help you, Good Luck. Happy Birthday to me. Ugh",,2015-02-24 07:47:38 -0800,, 570248162067107840,negative,1.0,Flight Attendant Complaints,0.3602,American,,dwjudson,,0,"@AmericanAir Lots of upset people, freezing terminal, and no gate agent. Kept us waiting on plane beyond allowable time length.",,2015-02-24 07:45:31 -0800,"Toronto, Ontario, Canada",Eastern Time (US & Canada) 570248011621609472,negative,1.0,Late Flight,1.0,American,,dwjudson,,0,@AmericanAir The pilot admitted to us that this delay is entirely because of AA incompetence and poor equip checks.,,2015-02-24 07:44:55 -0800,"Toronto, Ontario, Canada",Eastern Time (US & Canada) 570247871716405248,neutral,1.0,,,American,,DarknesProdigy,,0,@AmericanAir fly my child,,2015-02-24 07:44:21 -0800,"Pirate Isle, Arcadia",Eastern Time (US & Canada) 570247850858147840,negative,0.6707,longlines,0.3377,American,,georgetietjen,,0,@AmericanAir Yes I am. 2495/1170. RNO departure at 1229 on 2/25 w/connection at DFW to LGA. I can do the 1120am to LAX and then to JFK,,2015-02-24 07:44:16 -0800,, 570247748286435328,negative,1.0,Cancelled Flight,0.6831,American,,dwjudson,,0,@AmericanAir How are you going to compensate all of whose days/plans have been ruined because of the AA3490 delay/pending Cancelled Flightlation?,,2015-02-24 07:43:52 -0800,"Toronto, Ontario, Canada",Eastern Time (US & Canada) 570247474465677312,negative,1.0,Customer Service Issue,0.6789,American,,m_jl_c,,0,@AmericanAir Lost and Found is like talking to a hormonal teenager who refuses to talk to you. #useless #wastedeffort #FAIL,"[40.78476286, -73.97029561]",2015-02-24 07:42:47 -0800,"New York, NY",Eastern Time (US & Canada) 570247180734353408,neutral,0.6579,,0.0,American,,LSNorwich,,0,@AmericanAir Oh they seem to have reappeared now lol,,2015-02-24 07:41:37 -0800,,London 570246895530078208,neutral,0.6779,,0.0,American,,LSNorwich,,0,@AmericanAir and then wanted to change it to BA for Avios.,,2015-02-24 07:40:29 -0800,,London 570246839225745408,negative,1.0,Flight Booking Problems,0.3615,American,,LSNorwich,,0,@AmericanAir Oh that seems to have undone the seat selections in MCE. We only wanted the CX card on there to select the free seats,,2015-02-24 07:40:15 -0800,,London 570246800247902208,negative,1.0,Flight Attendant Complaints,0.3646,American,,Flora_Lola_NYC,,0,"@AmericanAir To announce DURING BOARDING that you chose to limit catering to the point that you WILL run out shows a lack of planning, IMO.",,2015-02-24 07:40:06 -0800,,Eastern Time (US & Canada) 570246108699627521,positive,1.0,,,American,,nicole__cooper,,0,@AmericanAir Thanks for the quick response - it's appreciated!,,2015-02-24 07:37:21 -0800,"Wichita, KS",Central Time (US & Canada) 570245433466884096,neutral,0.3544,,0.0,American,,jacquelinewins6,,0,"@AmericanAir Thank you for responding...My laptop is in my bag and I need it for work. I am worried. The file code is UTEVGW.",,2015-02-24 07:34:40 -0800,, 570245402982785024,negative,1.0,Late Flight,0.6927,American,,JR_Fett,,0,@AmericanAir guess that's what I get for bragging on you. I fly you by choice unlike others who fly because they don't have other options JS,,2015-02-24 07:34:33 -0800,, 570245367607857153,positive,1.0,,,American,,ShpprMktMichael,,0,@AmericanAir thanks for the update,,2015-02-24 07:34:24 -0800,USA, 570244934634090496,negative,0.6307,Customer Service Issue,0.3168,American,,planedoc71,,0,@AmericanAir thanks for finally letting me get through to book my flight. Frustration set in... #donedeal #talktoahuman,,2015-02-24 07:32:41 -0800,, 570244910563110912,negative,1.0,Can't Tell,0.6845,American,,JR_Fett,,0,@AmericanAir I guess I was one of the select few that hadn't had many problems before this and all the sudden my whole trip got jacked,,2015-02-24 07:32:35 -0800,, 570244720229797889,negative,1.0,Customer Service Issue,0.6839,American,,MauererPower,,0,"Yes, and it gets disconnected due to the lack of WIFI strength “@AmericanAir: @MauererPower Have you reached out to @Gogo for help, David?”",,2015-02-24 07:31:50 -0800,,Central Time (US & Canada) 570244388175130625,negative,1.0,Customer Service Issue,1.0,American,,mwecker,,0,"@AmericanAir the communications seems to be an issue too, no?",,2015-02-24 07:30:31 -0800,"Washington, DC",Eastern Time (US & Canada) 570244158591406080,neutral,1.0,,,American,,georgetietjen,,0,@AmericanAir Hi guys.I have 2/25 RNO-DFW tomorrow.Plane coming from DFW with bad weather in AM.should I consider Fê-route as I have connect?,,2015-02-24 07:29:36 -0800,, 570243095482261504,neutral,1.0,,,American,,nicole__cooper,,0,"@AmericanAir Traveling with my infant: Do you check the carseat for free? If so, do you provide a bag? Someone told me but wanted to confirm",,2015-02-24 07:25:23 -0800,"Wichita, KS",Central Time (US & Canada) 570242829294960640,negative,1.0,Late Flight,0.6758,American,,JR_Fett,,0,@AmericanAir now we are waiting on nitrogen for the struts and the airport nozzle is not calibrated so they are trying to find another???,,2015-02-24 07:24:19 -0800,, 570242420643917824,negative,1.0,Late Flight,1.0,American,,jeremyleewhite,,0,@AmericanAir DM me and I can explain the whole story. I should have been on an earlier flight not US1937,"[27.97575376, -82.53714356]",2015-02-24 07:22:42 -0800,, 570242205463359488,positive,1.0,,,American,,georgetietjen,,0,@AmericanAir Lets hope it stays that way.Big thanks to your ground/outside crews all across the US the last month. Great FB post yesterday.,,2015-02-24 07:21:51 -0800,, 570241664272371712,negative,0.6753,Lost Luggage,0.6753,American,,jacquelinewins6,,0,"@AmericanAir Hello...My baggage has been lost in another city. Can anyone help me with this?",,2015-02-24 07:19:41 -0800,, 570241221303468032,positive,1.0,,,American,,ShpprMktMichael,,0,@AmericanAir my boss is :),,2015-02-24 07:17:56 -0800,USA, 570241070577139713,negative,1.0,Late Flight,1.0,American,,coyj1622,,0,"@AmericanAir sitting on plane in Columbus, supposed to leave an hour ago. Now the mechanic can't find a tool to service the shock absorber.",,2015-02-24 07:17:20 -0800,Planet Earth,Eastern Time (US & Canada) 570241050079420417,neutral,1.0,,,American,,petchmo,,0,"@AmericanAir Not here yet, but I plan on it. If you could have them fly low and slow right in front of me, that would be great. ;-)",,2015-02-24 07:17:15 -0800,Chicago,Central Time (US & Canada) 570240896387710976,neutral,1.0,,,American,,brech7,,0,@AmericanAir forgot to select my ksml on my flight to LA and it's a few minutes under the 24 hour mark. Is there any way to change it?,,2015-02-24 07:16:38 -0800,,Eastern Time (US & Canada) 570240784357830659,negative,1.0,Can't Tell,0.6341,American,,mwecker,,0,@AmericanAir I picked the nonstop flight bc I had things to get to. Should’ve taken diff route or airline I suppose!,,2015-02-24 07:16:12 -0800,"Washington, DC",Eastern Time (US & Canada) 570240764812378112,positive,1.0,,,American,,Lauren_Nann,,0,@AmericanAir Your response has been incredible. Truly amazed at the steps you have taken to enhance your customer relations. Big thank you 😄,"[41.06938783, -73.73394372]",2015-02-24 07:16:07 -0800,"Harrison, New York",Eastern Time (US & Canada) 570240647678050304,neutral,0.662,,,American,,LSNorwich,,0,@AmericanAir I'll DM you.,,2015-02-24 07:15:39 -0800,,London 570240625536323585,negative,0.6812,Lost Luggage,0.3652,American,,betorides,,0,"@AmericanAir Yes, talked to them. FLL says is at central. Central says is at FLL and here we go again. I'm betting this will go 6 mths",,2015-02-24 07:15:34 -0800,,Quito 570240524592017408,negative,1.0,Late Flight,0.3531,American,,JotakaEaddy,,0,@AmericanAir but the issue is were waiting on rampers to close the door..only to waste more fuel&likely to be told we need more fuel.#cycle,,2015-02-24 07:15:10 -0800,Washington DC, 570240452588380161,negative,1.0,Can't Tell,0.6955,American,,mwecker,,0,@AmericanAir Is there lack of communication/competition between the American and the Air by any chance?,,2015-02-24 07:14:53 -0800,"Washington, DC",Eastern Time (US & Canada) 570240336519258112,neutral,1.0,,,American,,JonKohler,,0,"@AmericanAir I can DM it to you, if you follow me",,2015-02-24 07:14:25 -0800,"Denver, CO",Eastern Time (US & Canada) 570240246719381504,negative,1.0,Lost Luggage,1.0,American,,dianafakhouri,,0,"@AmericanAir No, had already waited an hour for it and wanted to get home.","[0.0, 0.0]",2015-02-24 07:14:04 -0800,"Chicago, IL",Eastern Time (US & Canada) 570240207682998272,negative,1.0,Flight Attendant Complaints,0.6654,American,,mwecker,,0,"@AmericanAir 4285. Apparently we’re told, staff on the ground keep promising to come and they don’t.",,2015-02-24 07:13:54 -0800,"Washington, DC",Eastern Time (US & Canada) 570239952975482881,negative,1.0,Customer Service Issue,1.0,American,,betorides,,0,@AmericanAir over 70 days no contact from a human or apology letter. @AmericanAir is #yucki. Read all about it soon http://t.co/9R9OmzQAVI,,2015-02-24 07:12:53 -0800,,Quito 570239688755302401,negative,1.0,Late Flight,0.3468,American,,JR_Fett,,0,@AmericanAir Well I'm showing I am still sitting at the gate on the plane that has not departed?,,2015-02-24 07:11:50 -0800,, 570239463089000449,positive,1.0,,,American,,georgetietjen,,0,@AmericanAir Thanks guys got some sleep. Hang in there DFW with bad weather.,,2015-02-24 07:10:57 -0800,, 570239376283676672,negative,1.0,Flight Booking Problems,1.0,American,,jeremyleewhite,,0,@AmericanAir My ticket was booked with AA with miles..... Sorry we sold you a ticket with a company we merged with but we can't fix it?,,2015-02-24 07:10:36 -0800,, 570238822157570048,negative,0.6952,Flight Booking Problems,0.6952,American,,LSNorwich,,0,"@AmericanAir Is it possible to change the FF number on a passenger on a Flight Booking Problems, it won't let me change it?",,2015-02-24 07:08:24 -0800,,London 570238782202470402,positive,1.0,,,American,,ShpprMktMichael,,0,@AmericanAir great thank you,,2015-02-24 07:08:14 -0800,USA, 570238126611963905,negative,1.0,Late Flight,0.708,American,,JotakaEaddy,,0,"@AmericanAir..still here. feet are freezing b/c doors have been open. Flt time was 8:30. We have fuel but now waiting for ""rampers"" #AA4285",,2015-02-24 07:05:38 -0800,Washington DC, 570238052943208450,negative,1.0,Lost Luggage,1.0,American,,betorides,,0,"@AmericanAir Just got a call from baggage dept. ""...still looking for your property"". It's went missing 1/28. PRERECORDED NO HUMAN SERVICE!!",,2015-02-24 07:05:20 -0800,,Quito 570237966355968001,neutral,1.0,,,American,,ThotWalking,,0,@AmericanAir help http://t.co/hYrAo7A4Uu,,2015-02-24 07:05:00 -0800,,Central Time (US & Canada) 570237399932018688,negative,0.6576,Bad Flight,0.6576,American,,ThotWalking,,0,@AmericanAir there is a fat man stuck in your airplanes bathroom,,2015-02-24 07:02:45 -0800,,Central Time (US & Canada) 570237269753376768,neutral,1.0,,,American,,jeremyleewhite,,0,@AmericanAir Connection is US2065,,2015-02-24 07:02:14 -0800,, 570237238631669763,neutral,0.6811,,0.0,American,,AmieHCrawford,,0,@AmericanAir I am dealing with the reFlight Booking Problems agent in the Miami airport now,,2015-02-24 07:02:06 -0800,"Boston, MA",Eastern Time (US & Canada) 570236690637459456,positive,1.0,,,American,,JohnCFitness,,0,@AmericanAir simply amazing. Smiles for miles.Thank u for my upgrade tomorrow for ORD.We are spending a lot of time together next few weeks!,,2015-02-24 06:59:56 -0800,World Wide.,Pacific Time (US & Canada) 570236587386122240,negative,0.7175,Late Flight,0.3633,American,,ShpprMktMichael,,0,@AmericanAir what's the status of flight 3494 XNA to DFW. I'm getting different reports?,,2015-02-24 06:59:31 -0800,USA, 570235413224427520,positive,1.0,,,American,,emhammer5805,,0,@AmericanAir Thank you for the quick customer service today. #RefundProcedureNotTooPainful I know that Winter Weather is not your fault.,,2015-02-24 06:54:51 -0800,, 570235209783717889,negative,1.0,Lost Luggage,1.0,American,,JonKohler,,0,"@AmericanAir I need to go to YYZ tmr morning 8am. I switched to United already, but my bag is still off in AA la-la land.",,2015-02-24 06:54:03 -0800,"Denver, CO",Eastern Time (US & Canada) 570234946700357632,neutral,1.0,,,American,,ThotWalking,,0,@AmericanAir drop me a follow I need help,,2015-02-24 06:53:00 -0800,,Central Time (US & Canada) 570234676494757888,negative,1.0,Bad Flight,0.6358,American,,NicholasAram,,0,@AmericanAir the whole plane is the same. How old is this plane? The seats leather is coming apart ay the seams.,,2015-02-24 06:51:55 -0800,,Atlantic Time (Canada) 570234625848696833,neutral,0.6917,,0.0,American,,AmieHCrawford,,0,@AmericanAir yes I do I am traveling to Marsh Harbor,,2015-02-24 06:51:43 -0800,"Boston, MA",Eastern Time (US & Canada) 570234327071629312,neutral,1.0,,,American,,MiddleSeatView,,0,@AmericanAir @cityandsand we're trying to coordinate an airport hand-off of Nutella! #veryimportantproject,,2015-02-24 06:50:32 -0800,"Washington, D.C.",Atlantic Time (Canada) 570233809129467905,negative,1.0,Flight Booking Problems,0.7132,American,,jeremyleewhite,,0,@AmericanAir If the flight I selected online was what was ticketed I would not be missing my connection. I need help getting to DFW or IAH!!,"[27.97628758, -82.53727303]",2015-02-24 06:48:29 -0800,, 570232494034964481,negative,1.0,Bad Flight,1.0,American,,NicholasAram,,0,@AmericanAir my seat is disgusting. Old and dirty. When are you going to refurbish this plane? US Air 597 jfk to phx,,2015-02-24 06:43:15 -0800,,Atlantic Time (Canada) 570232487454113792,neutral,1.0,,,American,,hungariannomad,,0,"@AmericanAir is there any way to manually add gift cards to an ex-EU ticket( AA metal on long haul,BA for intra-EU)?",,2015-02-24 06:43:14 -0800,"ÜT: 40.755844,-73.945229",Eastern Time (US & Canada) 570232122826493953,negative,1.0,Bad Flight,0.3644,American,,JR_Fett,,0,@AmericanAir I understand the need to drain the lavatory fearing freezing but why no policy on checking that before boarding? smh come on...,,2015-02-24 06:41:47 -0800,, 570231192102019072,negative,1.0,Late Flight,1.0,American,,ryan22042,,0,"@AmericanAir once again flying AA4285, once again 60+ min delay because of mechanical issues. Perhaps you should consider maintenance?",,2015-02-24 06:38:05 -0800,, 570230559693078528,negative,1.0,Bad Flight,1.0,American,,beantownmatty,,0,"@AmericanAir no repair made to the water line. No potable water on board this flight. ""We will take off soon."" Time for new planes MCI>DFW.","[39.29951964, -94.71192112]",2015-02-24 06:35:34 -0800,"iPhone: 37.621227,-122.386002",Eastern Time (US & Canada) 570229557740969984,positive,0.6427,,0.0,American,,beantownmatty,,0,"@AmericanAir thanks for the recommendation. We've been sitting here for 45 minutes, last update was 35 min ago.",,2015-02-24 06:31:35 -0800,"iPhone: 37.621227,-122.386002",Eastern Time (US & Canada) 570229222662410240,negative,0.6974,Customer Service Issue,0.3755,American,,ChellyChelly,,0,"@AmericanAir I'll be sticking with @southwest in the future. No change fees, first bag free, and stellar customer service.",,2015-02-24 06:30:15 -0800,"Pittsburgh, PA",Eastern Time (US & Canada) 570228063625207808,neutral,1.0,,,American,,bsauce2011,,0,@AmericanAir does it show that we are on the same plane?,,2015-02-24 06:25:39 -0800,Fort Myers,Eastern Time (US & Canada) 570227917877354497,positive,1.0,,,American,,rundallas57,,0,"@AmericanAir although you have no control of the weather, you came through with a great customer service",,2015-02-24 06:25:04 -0800,, 570227911803998208,negative,1.0,Customer Service Issue,1.0,American,,bsauce2011,,0,@AmericanAir there is no local agent! There is no person to answer our questions and their phone service is terrible.,,2015-02-24 06:25:03 -0800,Fort Myers,Eastern Time (US & Canada) 570226757380530176,negative,0.6824,Bad Flight,0.3665,American,,ChellyChelly,,0,@AmericanAir ...2/2 doesn't help me.,,2015-02-24 06:20:27 -0800,"Pittsburgh, PA",Eastern Time (US & Canada) 570226695724244992,negative,1.0,Flight Booking Problems,0.6688,American,,ChellyChelly,,0,"@AmericanAir As I already have a booked flight that I can't use & can't change w/o a $200 fee, Flight Booking Problems a different type of ticket...1/2",,2015-02-24 06:20:13 -0800,"Pittsburgh, PA",Eastern Time (US & Canada) 570226471941251072,neutral,0.6857,,,American,,beantownmatty,,0,"@AmericanAir depends on the terminal, what' the best option? Arrive C, depart A. Breakfast burrito is what I'm craving.. Any update on 1119?","[39.29381252, -94.71144036]",2015-02-24 06:19:19 -0800,"iPhone: 37.621227,-122.386002",Eastern Time (US & Canada) 570226414525542400,negative,1.0,Flight Attendant Complaints,1.0,American,,EMesaLaw,,0,@AmericanAir an overzealous stewardess prevented us from bringing in a car seat! #worstflight!,,2015-02-24 06:19:06 -0800,Greater New England Area,Quito 570226080457449472,negative,1.0,Can't Tell,0.3656,American,,EMesaLaw,,0,@AmericanAir watch out if you are a parent...they break stroller & tell you look at the fine print,,2015-02-24 06:17:46 -0800,Greater New England Area,Quito 570225101104226304,positive,0.6723,,,American,,Daphnewayans,,0,@AmericanAir I wish I could remember all of their names!,,2015-02-24 06:13:53 -0800,Los Angeles, 570225098189348864,neutral,1.0,,,American,,bsauce2011,,0,@AmericanAir and is there a delay on our connection to pns?,,2015-02-24 06:13:52 -0800,Fort Myers,Eastern Time (US & Canada) 570224968417603584,neutral,0.6565,,,American,,oobunillaoo,,0,@AmericanAir thanks for getting back to me. how frequently are these weather advisories updated throughout the day?,,2015-02-24 06:13:21 -0800,usa::fr::uk,London 570224942681206786,negative,0.6578,Bad Flight,0.3498,American,,Rachelgaffney,,0,@AmericanAir living in DFW.. Your Hub.. Hate having to fly to JFK to get to Ireland,,2015-02-24 06:13:15 -0800,"Dallas,Tx",Central Time (US & Canada) 570224927602839552,negative,1.0,Customer Service Issue,0.6576,American,,bsauce2011,,0,@AmericanAir ok. There is no one at the airport that is helping us. Another customer got told the flight isn't leaving till 1220,,2015-02-24 06:13:11 -0800,Fort Myers,Eastern Time (US & Canada) 570224421194964992,positive,1.0,,,American,,chadstallion,,0,"@AmericanAir thank you AA, this is how I always start my vacations http://t.co/dzKc3auZU9","[33.8143379, -116.53572408]",2015-02-24 06:11:10 -0800,,Central Time (US & Canada) 570224417445261313,negative,1.0,Customer Service Issue,1.0,American,,KyleFerrel,,0,"@AmericanAir how do I talk to an actual person that will help me, and do what you guys should do?",,2015-02-24 06:11:10 -0800,Nevada,America/Los_Angeles 570224015656284160,negative,1.0,Customer Service Issue,1.0,American,,ChellyChelly,,0,@AmericanAir Customer service provides no wiggle room to change flight without a $200 change fee. @southwest has always been accommodating.,,2015-02-24 06:09:34 -0800,"Pittsburgh, PA",Eastern Time (US & Canada) 570223806322581504,negative,1.0,Late Flight,0.6446,American,,beantownmatty,,0,"@AmericanAir flight AA1119, cx to AA157. Killing my layover, still wanting breakfast. I'm hungry! Get me to DFW!",,2015-02-24 06:08:44 -0800,"iPhone: 37.621227,-122.386002",Eastern Time (US & Canada) 570223582380494848,positive,1.0,,,American,,MareishaWinters,,0,"@AmericanAir Yes, thank you. Just not how I wanted to start my vacation!",,2015-02-24 06:07:50 -0800,"Charlotte, NC",Eastern Time (US & Canada) 570223576038686720,neutral,1.0,,,American,,bsauce2011,,0,@AmericanAir my flight number is 3M 50,,2015-02-24 06:07:49 -0800,Fort Myers,Eastern Time (US & Canada) 570222998919225344,negative,1.0,Customer Service Issue,0.6505,American,,bsauce2011,,0,@AmericanAir your staff at rsw working the sliver airlines desk is not helpful. We can not get any information about our flight.,,2015-02-24 06:05:31 -0800,Fort Myers,Eastern Time (US & Canada) 570222495145406465,negative,0.6837,Late Flight,0.3745,American,,beantownmatty,,0,@AmericanAir when the pilot announces that the plane has been unused for 2 days and maintenance is dealing with another aircraft..,,2015-02-24 06:03:31 -0800,"iPhone: 37.621227,-122.386002",Eastern Time (US & Canada) 570222445971382273,neutral,1.0,,,American,,WhatSarahSayzz,,0,@AmericanAir I know this is probably a no but is there a way to get a cheaper airfare ticket if the flight is leaving in a few hours? 🙏,,2015-02-24 06:03:19 -0800,,Pacific Time (US & Canada) 570222414400860160,positive,1.0,,,American,,Rachelgaffney,,0,@AmericanAir thank you for replying. Trying to figure out how to get from there from DFW,,2015-02-24 06:03:12 -0800,"Dallas,Tx",Central Time (US & Canada) 570222239603273729,negative,0.6894,Can't Tell,0.3611,American,,Dumas2TTG,,0,@AmericanAir don't merge with an airline that ain't ready for prime time and book your elite flyers on it! #NotHappy @USAirways #NeedCoffee,,2015-02-24 06:02:30 -0800,,Arizona 570221955976187904,neutral,1.0,,,American,,RockUrHumanity,,0,"@AmericanAir @USAirways Yes, obviously! It just stinks that 4pm is the one option when she was supposed to fly at 7AM YESTERDAY.",,2015-02-24 06:01:23 -0800,East Coast/New England,Eastern Time (US & Canada) 570221471844278273,negative,1.0,Late Flight,0.3358,American,,Dumas2TTG,,0,"“@AmericanAir: @Dumas2TTG Good morning, Tamara. We'll try to get you comfortably on a flight as soon as we can.”#NoXTraLegRoom #NoCoatCloset",,2015-02-24 05:59:27 -0800,,Arizona 570220301465681921,positive,1.0,,,American,,barrysterling,,0,@AmericanAir made it! Thanks AA!,,2015-02-24 05:54:48 -0800,Texas,Central Time (US & Canada) 570220267462529024,negative,1.0,Bad Flight,0.6895,American,,beantownmatty,,0,@AmericanAir how do you NOT do maintenance on #MD80 while it sits for two days? Frozen lines found after its boarded? Come on! #faail #mci,"[39.29275067, -94.70795218]",2015-02-24 05:54:40 -0800,"iPhone: 37.621227,-122.386002",Eastern Time (US & Canada) 570220208037584896,positive,1.0,,,American,,THE_amandajean,,0,@AmericanAir why thank you!! Yayayay!!,,2015-02-24 05:54:26 -0800,the one and only TEXAS!!!!,Mountain Time (US & Canada) 570220154363232256,negative,1.0,Customer Service Issue,1.0,American,,mirandaash,,0,@AmericanAir That what I hoped - contacted them 3 wks ago about this but they have not responded and still issued in US funds. #frustrated,,2015-02-24 05:54:13 -0800,"Surrey, UK",London 570220053142097920,neutral,0.6773,,0.0,American,,oobunillaoo,,0,@AmericanAir we're all being told by emergency services to stay home for the next 24-48 hours.,,2015-02-24 05:53:49 -0800,usa::fr::uk,London 570219969717219328,positive,0.6864,,,American,,dwjudson,,0,@AmericanAir Thank you for being so responsive on Twitter. Truly impressive.,,2015-02-24 05:53:29 -0800,"Toronto, Ontario, Canada",Eastern Time (US & Canada) 570219877006503936,neutral,1.0,,,American,,oobunillaoo,,0,@AmericanAir flight BA1551 departing tomorrow (wednesday) - not Cancelled Flightled but how can anyone make it to the airport in this weather?,,2015-02-24 05:53:07 -0800,usa::fr::uk,London 570219815941615616,neutral,1.0,,,American,,RockUrHumanity,,0,@AmericanAir @USAirways She's on Manch to Charlotte Fl 4628 Told her she could get on a 4pm flight to West Palm Beach. Nothing earlier?,,2015-02-24 05:52:52 -0800,East Coast/New England,Eastern Time (US & Canada) 570219379696148480,negative,1.0,Can't Tell,0.6495,American,,Dumas2TTG,,0,@AmericanAir @USAirways #Boo! Wack ass terminal 6 @flyLAXairport. No food. No lounge. No Bueno!! Never again!!!,,2015-02-24 05:51:08 -0800,,Arizona 570218829546024960,neutral,1.0,,,American,,THE_amandajean,,0,@AmericanAir it's flight 5348,,2015-02-24 05:48:57 -0800,the one and only TEXAS!!!!,Mountain Time (US & Canada) 570218794414673921,negative,1.0,Customer Service Issue,0.6503,American,,mirandaash,,0,@AmericanAir You sent me a cheque today which can’t be paid into a UK bank account. VERY annoying!,,2015-02-24 05:48:49 -0800,"Surrey, UK",London 570218532060835840,negative,0.6865,Customer Service Issue,0.6865,American,,ELLLORRAC,,0,"@AmericanAir The Wichita Falls Airport is the worst, will never fly in or out again. Unknowledgeable staff.",,2015-02-24 05:47:46 -0800,,Central Time (US & Canada) 570218269111664640,neutral,0.6752,,0.0,American,,oobunillaoo,,0,@AmericanAir please can you tell me why DFW has a weather advisory and RDU does not? the entire state of NC has shut down from ice & snow!,,2015-02-24 05:46:44 -0800,usa::fr::uk,London 570217971815211008,positive,1.0,,,American,,derrekhull,,0,"Thank you, @AmericanAir! Much appreciated.",,2015-02-24 05:45:33 -0800,Chicago, 570216960321044481,neutral,1.0,,,American,,derrekhull,,0,"I'd like the 11c I originally tried for @AmericanAir - again, happy to pay the difference",,2015-02-24 05:41:32 -0800,Chicago, 570216815105847296,neutral,0.6646,,0.0,American,,oobunillaoo,,0,@AmericanAir when will you be issuing a weather advisory for RDU?? the entire state of NC has shut down from the overnight winter storm.,,2015-02-24 05:40:57 -0800,usa::fr::uk,London 570216606057541632,negative,1.0,Customer Service Issue,0.6591,American,,mirandaash,,0,@AmericanAir I’m still waiting - this has been going on far too long. Is there someone I can speak to?,,2015-02-24 05:40:07 -0800,"Surrey, UK",London 570216406119157761,positive,1.0,,,American,,LisaMitchL,,0,"@AmericanAir mission accomplished today, Thank you!",,2015-02-24 05:39:19 -0800,Indianapolis,Eastern Time (US & Canada) 570215492838920193,negative,1.0,Bad Flight,0.6717,American,,Aero0729,,0,@AmericanAir zoom in on the sauce and potatoes. This stuff is vile. And I mean vile. http://t.co/m2PHoavRxC,,2015-02-24 05:35:42 -0800,, 570215343530102784,neutral,0.6528,,0.0,American,,unBRokEn_faith,,0,@AmericanAir when will the merging of miles between you and @USAirways be complete? Wasn't it this month?,,2015-02-24 05:35:06 -0800,,Eastern Time (US & Canada) 570215106426114048,negative,1.0,Bad Flight,0.6663,American,,Aero0729,,0,@AmericanAir - 6 months ago best catering out of all domestic airlines. Today. Worst on the planet. And I've flown almost all of them,,2015-02-24 05:34:10 -0800,, 570214789487693824,negative,0.6389,Bad Flight,0.3581,American,,jamiecook79,,0,"@AmericanAir when will there be wifi on the DCA-STL route? 2 hour flight, could use some love!",,2015-02-24 05:32:54 -0800,"Arlington, VA", 570214732067700736,negative,1.0,Bad Flight,0.6639,American,,Aero0729,,0,@AmericanAir What is that!? Why even bother catering dog food that no one will eat ? http://t.co/iFESPcBzTm,,2015-02-24 05:32:40 -0800,, 570213186139525120,negative,1.0,Flight Attendant Complaints,0.6722,American,,msolor,,0,@AmericanAir thanks for making the worst fly experience ever. Will never book again with your airline. Train your flight attendants better.,,2015-02-24 05:26:32 -0800,Newark NJ ,Quito 570212842206580736,negative,1.0,Lost Luggage,1.0,American,,caprisuncerys,,0,@AmericanAir I lost my (basket) ballbag on your plane,,2015-02-24 05:25:10 -0800,Middle earth ,Casablanca 570212118059995136,positive,1.0,,,American,,aprilteybrown,,0,@AmericanAir thanks for the great customer service. Family made it back to SAT safely. The weather at DFW made things a little worrisome.,,2015-02-24 05:22:17 -0800,"Washington, D.C.",Eastern Time (US & Canada) 570212050548461568,negative,0.6418,Can't Tell,0.34,American,,dwjudson,,0,@AmericanAir She seems a little preoccupied - that's why I'm bringing it to your attention. I am just flagging an issue as an observer.,,2015-02-24 05:22:01 -0800,"Toronto, Ontario, Canada",Eastern Time (US & Canada) 570210392539934721,negative,1.0,Flight Attendant Complaints,1.0,American,,dwjudson,,0,"@AmericanAir She was at gate on time though, they made her cry, and made a scene for 10 mins instead of boarding her. Plane still outside.",,2015-02-24 05:15:26 -0800,"Toronto, Ontario, Canada",Eastern Time (US & Canada) 570209266264449026,negative,1.0,Can't Tell,0.6431,American,,dwjudson,,0,"@AmericanAir Disappointing lack of kindness toward this person. The agent asked her counterparts ""why this person was talking to her"".",,2015-02-24 05:10:57 -0800,"Toronto, Ontario, Canada",Eastern Time (US & Canada) 570208992439312384,negative,1.0,Late Flight,0.6685,American,,DonnyrMartin,,0,"@AmericanAir yes starting w/ flight 1278, getting me home more than 48 hours Late Flightr. record locator BSUXLU",,2015-02-24 05:09:52 -0800,"Waco, TX",Central Time (US & Canada) 570208909522182146,negative,1.0,Flight Attendant Complaints,1.0,American,,dwjudson,,0,"@AmericanAir Your AA3465 staff are refusing to allow a woman to board. She was here at 8 for 8:16 departure. Sign still ""Now Boarding""...",,2015-02-24 05:09:32 -0800,"Toronto, Ontario, Canada",Eastern Time (US & Canada) 570206562855329793,positive,1.0,,,American,,vicmeister,,0,@AmericanAir fantastic thanks! Will try and tweet a photo of the view :),,2015-02-24 05:00:13 -0800,Glasgow via Cork,Dublin 570205917024628736,positive,1.0,,,American,,barrysterling,,0,@AmericanAir excellent! Love you guys! If it is first class I'll hug ya'll! See you shortly!,,2015-02-24 04:57:39 -0800,Texas,Central Time (US & Canada) 570205132094349312,positive,1.0,,,American,,RobinaBennett,,0,"@AmericanAir Thanks, have emailed them. How long should I expect for a response?",,2015-02-24 04:54:32 -0800,,Amsterdam 570204972589002752,neutral,0.6298,,0.0,American,,VanekSue,,0,"@AmericanAir They said it works 80-90% of the time, DFW security entrance C26. Before/after pre-check, whereas I paid for the service.",,2015-02-24 04:53:54 -0800,, 570204930520190978,neutral,0.6755,,0.0,American,,lindsey_kolb,,0,@AmericanAir 3659 from SGF -> DFW. You might want to clear off the ice for the planes landing. 😳,,2015-02-24 04:53:43 -0800,Missouri State University,Central Time (US & Canada) 570204435663581184,positive,0.6438,,,American,,barrysterling,,0,@AmericanAir great job TYR ground crew...now let's get this bird outta here!!! Tell flight 3200 to wait on me...be there in 45 mikes!,,2015-02-24 04:51:46 -0800,Texas,Central Time (US & Canada) 570203943671865345,negative,1.0,Customer Service Issue,1.0,American,,bcruz1028,,0,@AmericanAir @USAirways stated before I'm not getting any help there. Tk over 8 hrs yest to spk to a live person then told to chk the site.,,2015-02-24 04:49:48 -0800,, 570202978650603520,neutral,0.3384,,0.0,American,,superyan,,0,@americanair One question.. my wife didn't get the bonus. Should I call about it today?,,2015-02-24 04:45:58 -0800,, 570202730293100544,negative,1.0,Customer Service Issue,0.6606,American,,JigsawLounge,,0,"@AmericanAir but not sufficiently sorry to actually *do* anything about it, I guess. Your systems are presumably beyond reproach or reform.",,2015-02-24 04:44:59 -0800,SR2,London 570202621123780608,neutral,0.6883,,0.0,American,,VanekSue,,0,@AmericanAir Good morning! Wondering why my pre-TSA check was not on my boarding pass this morning??,,2015-02-24 04:44:33 -0800,, 570202204281425920,neutral,0.6667,,0.0,American,,ToxicLayge,,0,@AmericanAir Yes I do bit you don't follow me so I can't DM you,,2015-02-24 04:42:54 -0800,,London 570202173172281344,negative,1.0,Flight Attendant Complaints,1.0,American,,joylauren3,,0,@AmericanAir as your flight attendants are an extension of your brand - bitchy flight attendants on 5:30 am flights are not appreciated.,,2015-02-24 04:42:46 -0800,"St. Louis, MO",Hawaii 570202160564203520,negative,1.0,Flight Attendant Complaints,0.6699,American,,jash01,,0,"@AmericanAir again, no special meal catered for me in F JFK-LAX. thankfully i'm on qantas the rest of way-i fear what youd NOT cater on that",,2015-02-24 04:42:43 -0800,san francisco,Tehran 570202097041305600,negative,1.0,Cancelled Flight,1.0,American,,Marci_DZ,,0,@AmericanAir @superyan I did not get any compensation after Cancelled Flighting my departure TWICE and made me missed my own wedding.,,2015-02-24 04:42:28 -0800,,Eastern Time (US & Canada) 570201740496257024,negative,1.0,Can't Tell,0.3539,American,,alinaxkristin,,2,@AmericanAir 140 characters aren't enough to describe how inconsiderate your employees are,,2015-02-24 04:41:03 -0800,Miami ,Quito 570201347414462464,neutral,1.0,,,American,,vicmeister,,0,"@AmericanAir was hoping for 8A if possible, for some frozen views along the way!",,2015-02-24 04:39:29 -0800,Glasgow via Cork,Dublin 570201233220198400,positive,0.7068,,,American,,eec215,,0,@AmericanAir ...have you seen Blue? Go look it up :),,2015-02-24 04:39:02 -0800,"Phila, PA", 570201172985974784,negative,1.0,Late Flight,0.6888,American,,rduffy487,,0,@AmericanAir your cabin 'thank you' message reminds people about having choices when they fly. I will be choosing another airline next time.,,2015-02-24 04:38:48 -0800,, 570199974719455232,negative,1.0,Customer Service Issue,0.6694,American,,rduffy487,,0,"@AmericanAir really? That's it? Not even a ""we are looking into this to see what happened/what we could do better next time""",,2015-02-24 04:34:02 -0800,, 570199267668676609,negative,1.0,Late Flight,1.0,American,,TameaA,,0,@AmericanAir Delayed: AA3186 - Missed due to delay: AA3186 - New flight now delayed: AA2401,,2015-02-24 04:31:13 -0800,Los Angeles,Pacific Time (US & Canada) 570198744907567106,positive,1.0,,,American,,vickky1319,,0,@AmericanAir Thank you.,,2015-02-24 04:29:09 -0800,Somewhere In The World...,Eastern Time (US & Canada) 570198522911436800,negative,1.0,Customer Service Issue,0.3414,American,,JamesDegelder,,0,@AmericanAir She told us we had to drive back to drop it off so they could attempt to fix it. Really? Don't have time to do that. #terrible,"[42.18424338, -70.92464087]",2015-02-24 04:28:16 -0800,Greater Boston Area, 570197804091621376,neutral,1.0,,,American,,garmac87,,0,@AmericanAir hi when will your next set of flights be out for next year from Dublin???,,2015-02-24 04:25:24 -0800,northern ireland, 570197779290697728,neutral,0.7118,,0.0,American,,ToxicLayge,,0,"@AmericanAir. Had my flight changed from US Airways to you, now I can't get two seats together. Can you help?",,2015-02-24 04:25:19 -0800,,London 570197193254170624,negative,1.0,Flight Booking Problems,0.7,American,,jhamby1,,0,@AmericanAir The flight is the wrong day. Confirm # USXLON. Departure on 5/21 should be 5/22 for 2 people,,2015-02-24 04:22:59 -0800,"Winston-Salem, NC",Eastern Time (US & Canada) 570196895383080960,negative,1.0,Flight Booking Problems,1.0,American,,vicmeister,,0,"@AmericanAir having trouble Flight Booking Problems a seat on US84 11 March, operated by AA. Neither airline's website will allow seat selection?",,2015-02-24 04:21:48 -0800,Glasgow via Cork,Dublin 570196007243395073,negative,1.0,Customer Service Issue,1.0,American,,jhamby1,,0,@AmericanAir thank you for the robotic and non helpful assistance.,,2015-02-24 04:18:16 -0800,"Winston-Salem, NC",Eastern Time (US & Canada) 570195799256072193,negative,0.6512,Can't Tell,0.6512,American,,perelmuterm,,0,@AmericanAir I fly weekly with you and haven't seen one,,2015-02-24 04:17:26 -0800,Miami,Eastern Time (US & Canada) 570195668850995200,negative,1.0,Bad Flight,0.6687,American,,perelmuterm,,0,"@AmericanAir I would love to say the same but it's not so much. 5hs flight, no internet, no personal A/C, 20yr old plane. #NoFunAtAll",,2015-02-24 04:16:55 -0800,Miami,Eastern Time (US & Canada) 570195492006707200,negative,1.0,Customer Service Issue,1.0,American,,jhamby1,,0,"@AmericanAir Uwon't allow me2make changes online, force me2sit thru excess phone wait times&still insist charging crazy fees. Thats service?",,2015-02-24 04:16:13 -0800,"Winston-Salem, NC",Eastern Time (US & Canada) 570195444300718080,neutral,1.0,,,American,,MarkJDiSalvo,,0,"@AmericanAir oh I will, AA on speed dial",,2015-02-24 04:16:02 -0800,"Waynesville, OHIO", 570195089869447168,neutral,0.6827,,0.0,American,,NJupdates247,,0,"Thanks, @chasefoster. Was just about to book a flight to UK using @AmericanAir, but after reading this exchange, there's no way. I've sent",,2015-02-24 04:14:37 -0800,Metropolis,Eastern Time (US & Canada) 570194709261488129,neutral,0.7175,,0.0,American,,NJupdates247,,0,@AmericanAir Amazing to watch @chasefoster (who travels with celebs all over the world) show the youth of America who *not* to fly with.,,2015-02-24 04:13:07 -0800,Metropolis,Eastern Time (US & Canada) 570194141612789760,neutral,1.0,,,American,,MarkJDiSalvo,,0,"@AmericanAir travel week, delays, Cancelled Flightlations, ""if you want to learn more about the merger press 1"", delay my connector in Chicago #deice",,2015-02-24 04:10:51 -0800,"Waynesville, OHIO", 570193870769811456,negative,0.7,Customer Service Issue,0.7,American,,ianbeyer,,0,@AmericanAir Requiring customers to fill out all the contact information each time seems designed to prevent or limit interaction.,,2015-02-24 04:09:47 -0800,"Wichita, Kansas",Central Time (US & Canada) 570193599977148416,negative,1.0,Damaged Luggage,0.6637,American,,JamesDegelder,,0,@AmericanAir Horrible service @loganairports. Luggage got destroyed on flight and woman at baggage service was so rude. Didn't help at all.,"[42.16481023, -70.88929237]",2015-02-24 04:08:42 -0800,Greater Boston Area, 570193307139239936,negative,1.0,Customer Service Issue,1.0,American,,ianbeyer,,0,@AmericanAir That’s a rather clunky process. Whoever designed that clearly doesn’t understand e-mail 101.,,2015-02-24 04:07:32 -0800,"Wichita, Kansas",Central Time (US & Canada) 570192886689628160,positive,1.0,,,American,,rkflyga,,0,@AmericanAir thanks! Flight 2160 today. Great crew!,,2015-02-24 04:05:52 -0800,KFDK,Eastern Time (US & Canada) 570192751830171648,neutral,0.701,,0.0,American,,ianbeyer,,0,"@AmericanAir ""Thank you for contacting American. The email address you have written to is an unmonitored account”",,2015-02-24 04:05:20 -0800,"Wichita, Kansas",Central Time (US & Canada) 570192546367975424,negative,1.0,Customer Service Issue,1.0,American,,ianbeyer,,0,@AmericanAir Your customer relations dept has one-way e-mail. How is not allowing responses helpful?,,2015-02-24 04:04:31 -0800,"Wichita, Kansas",Central Time (US & Canada) 570192183766196224,negative,0.6801,Can't Tell,0.6801,American,,Fede_123,,0,"@AmericanAir If you are sorry, answer my claims (AA Ref#1-2990176298, 1-3001885409 and : 1-3001885409) accordingly, without using ""weather""",,2015-02-24 04:03:04 -0800,, 570191874151092225,neutral,1.0,,,American,,MarkJDiSalvo,,0,"@AmericanAir the motor that usually starts the engine is broke and @CVGairport ground crew failed to do it on time, per pilot #maintenance",,2015-02-24 04:01:51 -0800,"Waynesville, OHIO", 570191763731841024,positive,0.6593,,,American,,rkflyga,,3,@AmericanAir is rising like the sun at DCA this morning. @NATCA members have the best view. #avgeek http://t.co/VAhdekVOKe,,2015-02-24 04:01:24 -0800,KFDK,Eastern Time (US & Canada) 570191664628699136,negative,1.0,Flight Attendant Complaints,0.6659,American,,weezerandburnie,,0,@AmericanAir she has the guy u served drinks 2 til he needed awheelchair to get off the plane is a more important then the assaulted women,,2015-02-24 04:01:01 -0800,Belle MO, 570191286667513856,negative,1.0,Can't Tell,0.6148,American,,perelmuterm,,0,"@AmericanAir there's a lot of talks and no doing. MIA-SFO on a 20+ year old plane #nonewplanes #old #shame http://t.co/TwETPXUpPN",,2015-02-24 03:59:31 -0800,Miami,Eastern Time (US & Canada) 570189934096719873,neutral,1.0,,,American,,MarkJDiSalvo,,0,"@AmericanAir and @CVGairport get it together, perfect combination for delays and Cancelled Flightlations",,2015-02-24 03:54:08 -0800,"Waynesville, OHIO", 570189507447775234,negative,1.0,Customer Service Issue,1.0,American,,richardgru,,0,@AmericanAir Sorry that is a sad answer a fully refundable first fare and no response in 6 weeks ! No more AA in my future !,,2015-02-24 03:52:26 -0800,, 570188794730848256,neutral,0.6858,,,American,,iSmellNothing,,0,"@AmericanAir Thank you for the info! Changes need to be made over the phone, correct? Is there any way an AA agent can call me directly?",,2015-02-24 03:49:36 -0800,Boston,Eastern Time (US & Canada) 570188405541175297,negative,1.0,Customer Service Issue,1.0,American,,diegolrz,,0,@AmericanAir are you a bot? Haha always same lies from you!,,2015-02-24 03:48:04 -0800,"Dallas, TX",Central Time (US & Canada) 570188115077259266,negative,1.0,Customer Service Issue,0.6663,American,,GREATNESSEOA,,0,@AmericanAir especially during a death in the family and still no solution. 96 hours and counting...Thanks,,2015-02-24 03:46:54 -0800,McKinney TX, 570188097305976832,negative,0.6942,Bad Flight,0.6942,American,,wbarkema,,0,@AmericanAir fortunately the window seat was a no-show. Able to scoot over and create space.,,2015-02-24 03:46:50 -0800,,Central Time (US & Canada) 570187686213918721,negative,1.0,Late Flight,0.6914,American,,diegolrz,,0,@AmericanAir so great AA1103 sitting for an hour first technical problems now what?,,2015-02-24 03:45:12 -0800,"Dallas, TX",Central Time (US & Canada) 570187239864414208,negative,1.0,Customer Service Issue,0.3503,American,,GREATNESSEOA,,0,@AmericanAir this has to be the absolute WORST EXPERIENCE EVER!,,2015-02-24 03:43:26 -0800,McKinney TX, 570187100710002689,negative,1.0,Customer Service Issue,0.6778,American,,GREATNESSEOA,,0,@AmericanAir so I have to call back at 9 since the department is closed. This has to be the biggest bunch of bull!,,2015-02-24 03:42:53 -0800,McKinney TX, 570186666276577280,negative,1.0,Can't Tell,0.6304,American,,GREATNESSEOA,,0,@AmericanAir just need to know why it wasn't done like it was promised it would yesterday,,2015-02-24 03:41:09 -0800,McKinney TX, 570186533258416133,negative,1.0,Bad Flight,0.3496,American,,wbarkema,,0,"@AmericanAir too Late Flight now. Boarded, exit rows taken. Could not have gotten worse. Guy next 2 me should've bought 2 seats. #miserablemorning",,2015-02-24 03:40:37 -0800,,Central Time (US & Canada) 570186514178519041,neutral,1.0,,,American,,GREATNESSEOA,,0,@AmericanAir did that yesterday. On the phone with them now,,2015-02-24 03:40:33 -0800,McKinney TX, 570185364746461184,negative,1.0,Customer Service Issue,0.3443,American,,CampOwl,,0,@AmericanAir re-staff and commence new policies because your industry is so embarrassed by you.,,2015-02-24 03:35:59 -0800,Mitten,Guam 570184535507210241,positive,1.0,,,American,,GREATNESSEOA,,0,"@AmericanAir @USAirways Statement wasn't sent yesterday like Jeanine said. After I even called last night as well. Again, excellent service",,2015-02-24 03:32:41 -0800,McKinney TX, 570184234498805761,negative,0.6324,Can't Tell,0.6324,American,,GREATNESSEOA,,0,@AmericanAir @USAirways So who do I need to talk to to ensure the statement is sent to my bank so I can get the credit for the charges?,,2015-02-24 03:31:29 -0800,McKinney TX, 570184083692658688,negative,1.0,Can't Tell,1.0,American,,wbarkema,,0,@AmericanAir 3 months of straight travel ahead. Time to find new airline.,,2015-02-24 03:30:53 -0800,,Central Time (US & Canada) 570183052401508352,neutral,1.0,,,American,,wbarkema,,0,@AmericanAir that's what is on my ticket and my confirmation email. Anything else?,,2015-02-24 03:26:47 -0800,,Central Time (US & Canada) 570182972554371072,negative,0.7007,Lost Luggage,0.7007,American,,CamaroGuySteve,,0,@AmericanAir I'm flying into DCA my bag is at IAD. I am already Late Flight for my meetings at work. I will call the number when I land 😭,,2015-02-24 03:26:28 -0800,, 570182283665088512,neutral,1.0,,,American,,wbarkema,,0,@AmericanAir try this. DPDFPP,,2015-02-24 03:23:44 -0800,,Central Time (US & Canada) 570182054987505664,negative,1.0,Lost Luggage,0.6673,American,,CamaroGuySteve,,0,@AmericanAir face palm!!! Cannot believe the last 24 hrs 1.5 hrs of sleep and No and no and what you can't do......,,2015-02-24 03:22:50 -0800,, 570181700036087809,negative,1.0,Lost Luggage,1.0,American,,CamaroGuySteve,,0,@AmericanAir just wow Regina just told me I can't file or request a lost bag statement until I finish my travel. So until I get to DC argg,,2015-02-24 03:21:25 -0800,, 570181406787301378,negative,1.0,Customer Service Issue,0.3647,American,,Fede_123,,0,"@AmericanAir I shared my experience several times (AA Ref#1-2990176298), but AA's response is senseless, weather was not the cause!!!",,2015-02-24 03:20:15 -0800,, 570181077861474304,neutral,1.0,,,American,,wbarkema,,0,@AmericanAir record number is BPDFPP.,,2015-02-24 03:18:57 -0800,,Central Time (US & Canada) 570180703746461696,negative,1.0,Customer Service Issue,0.6804,American,,sirmunchie,,0,"@AmericanAir You should be apologizing for your rude sales reps and failure to offer anything other than trite, condescending platitudes....",,2015-02-24 03:17:27 -0800,eating curly fries w/ the wife,Eastern Time (US & Canada) 570180010125864960,neutral,1.0,,,American,,CamaroGuySteve,,0,"@AmericanAir Embassy Suites 13341 Woodland Park Drive Herndon, Virginia, 20171 US +1-703-464-0200",,2015-02-24 03:14:42 -0800,, 570179813845147648,negative,1.0,Customer Service Issue,0.675,American,,SamuelMondo,,0,@AmericanAir is non existent and I will take this as far as needed.Why hide behind a corporate logo? Provide a number #tcf #useless #amateur,,2015-02-24 03:13:55 -0800,Manchester,London 570179562174328832,negative,1.0,Customer Service Issue,0.6761,American,,SamuelMondo,,0,"@AmericanAir LAX-OGG-LAX using hard earned miles and was given lousy service, faulty seats on both legs and damaged bag. Your customer care",,2015-02-24 03:12:55 -0800,Manchester,London 570179455911481344,negative,1.0,Lost Luggage,1.0,American,,CamaroGuySteve,,0,@AmericanAir they were no where to be found at Midnight Last Night! I would think the agent in LAX could have relayed that info.Bag on flt,,2015-02-24 03:12:30 -0800,, 570179344833708033,negative,1.0,Cancelled Flight,1.0,American,,wbarkema,,0,@AmericanAir you Cancelled Flight both flights yesterday and rebook me in middle seat. Not acceptable. Upgrade to emergency row would help. #nothappy,,2015-02-24 03:12:03 -0800,,Central Time (US & Canada) 570179236633432065,negative,1.0,Bad Flight,0.6837,American,,SamuelMondo,,0,@AmericanAir is it right to provide faulty seats on flights plus damage a $350 bag and not replace and shrug the damage off? Flights from...,,2015-02-24 03:11:38 -0800,Manchester,London 570178966725767168,negative,1.0,Customer Service Issue,0.6194,American,,SamuelMondo,,0,@AmericanAir it isn't good enough. You need to provide a phone number. Other partners do. Should be investigated by @IATA @TheFAAOnline,,2015-02-24 03:10:33 -0800,Manchester,London 570178443167571968,neutral,0.3834,,0.0,American,,JayFranceschi,,0,Lol great answer.. “@AmericanAir: @JayFranceschi Our agents are checking in passengers as quickly as possible. We appreciate your patience.”,,2015-02-24 03:08:28 -0800,,Quito 570177752973885440,neutral,1.0,,,American,,Cecilia_stories,,0,"@AmericanAir Super Spring Tides and “Tide of The Century” Drawing tourists to French and U.K coasts: http://t.co/gXdqORtsS0",,2015-02-24 03:05:44 -0800,Luxembourg,Paris 570177745759678466,neutral,1.0,,,American,,chasefoster,,0,"@AmericanAir Ps, I was right.",,2015-02-24 03:05:42 -0800,Nashville/Space,Central Time (US & Canada) 570177697814425600,negative,0.6868,Lost Luggage,0.3807,American,,CamaroGuySteve,,0,"@AmericanAir yes it is in Dulles and I need it delivered to the Embassy Suites in Herndon, VA. I'm still in Chicago from the fiasco in LAX",,2015-02-24 03:05:31 -0800,, 570177331358076929,negative,1.0,Customer Service Issue,1.0,American,,SamuelMondo,,0,@AmericanAir what's the point? So I can wait for another 6 weeks. U r one of the only airlines that refuses to handle complaints by phone,,2015-02-24 03:04:03 -0800,Manchester,London 570177012360462336,negative,1.0,longlines,0.3611,American,,JayFranceschi,,0,"@AmericanAir machines are broken, lines are out the door for self service, cust. Support, and bag check in.",,2015-02-24 03:02:47 -0800,,Quito 570176385534300160,negative,0.6989,Customer Service Issue,0.6989,American,,sirmunchie,,0,"@AmericanAir would have been had I seen this before 1130pm EST, when I was sound asleep.",,2015-02-24 03:00:18 -0800,eating curly fries w/ the wife,Eastern Time (US & Canada) 570176104541122561,negative,1.0,Flight Attendant Complaints,1.0,American,,SouthSeth,,0,@AmericanAir merged airlines do not work for FF programs. Very frustrating and the gate agents are to busy pouting to care. #AttitudeIssues,,2015-02-24 02:59:11 -0800,Crestwood,Eastern Time (US & Canada) 570175988648316929,neutral,1.0,,,American,,chasefoster,,0,"@AmericanAir You don't have those abilities anywhere! Not at the ticket counter, at cust service, or online. That's why we're done here.",,2015-02-24 02:58:43 -0800,Nashville/Space,Central Time (US & Canada) 570175858469515264,negative,1.0,Lost Luggage,1.0,American,,CamaroGuySteve,,0,"@AmericanAir when you strand someone in a city without luggage you would think AA would want to earn your business, but guess not?",,2015-02-24 02:58:12 -0800,, 570175764643094528,negative,1.0,longlines,1.0,American,,JayFranceschi,,0,@AmericanAir needs to get their shit together. 2 counter people & a massive line. People need to catch their flights! http://t.co/4MQFMxeBXt,,2015-02-24 02:57:50 -0800,,Quito 570175461298475008,negative,0.6753,Customer Service Issue,0.3494,American,,AnnaIntheCity,,0,@AmericanAir I know your policy. Just asking for a little kindness due to extenuating circumstances.,,2015-02-24 02:56:37 -0800,Northern Virginia,Eastern Time (US & Canada) 570175182012174336,negative,0.6741,Flight Attendant Complaints,0.6741,American,,CamaroGuySteve,,0,@AmericanAir the pilot her and another flight attendant left walking away laughing. Just wow,,2015-02-24 02:55:31 -0800,, 570174964856266752,negative,1.0,Flight Attendant Complaints,0.6725,American,,CamaroGuySteve,,0,@AmericanAir oh no she left the counter and went downstairs. Then she told Elise an agent that joined her not to come over to counter.,,2015-02-24 02:54:39 -0800,, 570174794425098241,neutral,1.0,,,American,,chasefoster,,0,@AmericanAir Of course you are because that's your companies job! You guys failed at it in the first place. Upgrade me and then we'll talk.,,2015-02-24 02:53:58 -0800,Nashville/Space,Central Time (US & Canada) 570174284284497920,negative,1.0,Lost Luggage,0.3806,American,,sannimaarit,,0,"@AmericanAir @Delta Maybe? Long trip, Late Flight night & queues at baggage claims in two terminals, no good. I thought I paid for it 50$ instead.",,2015-02-24 02:51:57 -0800,Finn between Detroit & Toledo,Helsinki 570173690475728896,negative,1.0,Customer Service Issue,1.0,American,,CamaroGuySteve,,0,@AmericanAir you really need some customer service training for your unhappy EEs in the morning in Chicago. Gate K20 at 430 chking her schd,,2015-02-24 02:49:35 -0800,, 570172549910409217,negative,1.0,Late Flight,1.0,American,,chasefoster,,0,".@AmericanAir (2/3) ...I sat on the runway for 4 MORE HRS b4 takeoff (10 hrs Late Flight, 4:30 AM). Pilot plainly stated it was a comp/mech issue.",,2015-02-24 02:45:03 -0800,Nashville/Space,Central Time (US & Canada) 570172301163008000,neutral,1.0,,,American,,DontenPhoto,,0,@AmericanAir Flight 1679 (N76200) prepares for flight at @FlyTPA before departing for @fly2ohare http://t.co/XbKvcraOKn,,2015-02-24 02:44:04 -0800,"Englewood, Florida",Eastern Time (US & Canada) 570171986648965120,negative,1.0,Late Flight,1.0,American,,chasefoster,,0,".@AmericanAir Alright prove it: (1/3) 3 days ago, I sat on a plane at JFK for 3 hrs, deplaned for 3 more, and when I re-boarded...",,2015-02-24 02:42:49 -0800,Nashville/Space,Central Time (US & Canada) 570169851156701185,negative,1.0,Customer Service Issue,0.68,American,,queenwitchiepoo,,0,@AmericanAir I'm trying to choose my seats but every time I go to the next flight I get system error,,2015-02-24 02:34:20 -0800,Syd.,Sydney 570167726972538880,positive,0.6162,,0.0,American,,sannimaarit,,0,"@AmericanAir Thanks, both airlines said that it is located at AA Detroit. Also was informed that it flew with AA, which shouldn't matter.",,2015-02-24 02:25:53 -0800,Finn between Detroit & Toledo,Helsinki 570166071640133632,neutral,0.6596,,0.0,American,,sannimaarit,,0,"@AmericanAir We did talk with Delta for about hour over phone, and I got a number from Delta that they asked to give to AA, which I did.",,2015-02-24 02:19:19 -0800,Finn between Detroit & Toledo,Helsinki 570164654061838336,negative,0.6614,Can't Tell,0.6614,American,,Jasra_G,,0,@AmericanAir Policy makers need to change their mindset on aviation. Flying is not for... http://t.co/DQnn0Rf1V8,,2015-02-24 02:13:41 -0800,New Delhi, 570163418637996032,neutral,1.0,,,American,,Joanna_Malek,,0,"@AmericanAir already did- reply was ""sorry. we believe this to be fair."" as a journalist writing an article on my trip i will include this",,2015-02-24 02:08:46 -0800,, 570162212616212480,negative,1.0,Lost Luggage,0.6916,American,,Joanna_Malek,,0,"@AmericanAir leave us stranded, send baggage with important medication to different city for 4days&apologise with a $50 voucher. appalling.",,2015-02-24 02:03:59 -0800,, 570160153493774337,negative,1.0,Customer Service Issue,1.0,American,,PimpianaJones,,0,"@AmericanAir I've been trying to change a Thursday flight and there's a ridiculous wait time on the phone, and your website isn't helping",,2015-02-24 01:55:48 -0800,Seattle,Pacific Time (US & Canada) 570159133795741696,neutral,0.6879,,,American,,747Captain,,0,@AmericanAir @Slacksoft_uk I saw an American 767 in old colours at @HeathrowAirport on Saturday! Was surprised to see!,,2015-02-24 01:51:45 -0800,127.0.0.1,London 570158980611350528,negative,1.0,Can't Tell,1.0,American,,Slacksoft_uk,,0,@AmericanAir We all did! Skipper's walk-around too :(,,2015-02-24 01:51:08 -0800,Cumbria,London 570156001485312000,neutral,1.0,,,American,,WCARN_NEWS,,0,@AmericanAir Plane Veers Off Runway at Icy Dallas Airport http://t.co/DW6VDvqXBB,,2015-02-24 01:39:18 -0800,"Beijing, China",Beijing 570153610870456321,negative,0.6692,Bad Flight,0.6692,American,,fuzzygoats,,0,@AmericanAir Thank you for the acknowledgement. The IFE didn't work all that well anyway so maybe time to upgrade to lower profile system.,,2015-02-24 01:29:48 -0800,Tucson,Arizona 570153000079126528,negative,0.6787,Customer Service Issue,0.3542,American,,melindaeasley,,0,@AmericanAir thanks for the canned reply.,,2015-02-24 01:27:22 -0800,Manhattan ,Eastern Time (US & Canada) 570152557475028992,negative,1.0,Bad Flight,0.3596,American,,cootiepoop,,0,"@AmericanAir just went to check into flight 24 hr advance, again husband and I are seated separately for 6hr flight! why does this happen??",,2015-02-24 01:25:37 -0800,"new orleans, la",Central Time (US & Canada) 570150741022617600,negative,1.0,Customer Service Issue,1.0,American,,brentwit,,0,@AmericanAir no; I just expect a higher level of customer service & for the flight crews to give us accurate information,,2015-02-24 01:18:24 -0800,Texas,Central Time (US & Canada) 570146467542933505,negative,1.0,Cancelled Flight,1.0,American,,Tumzine,,0,@AmericanAir or at the very least an explanation on why no one told me my flight was Cancelled Flightled!,,2015-02-24 01:01:25 -0800,,Dublin 570146395593666560,negative,1.0,Lost Luggage,0.6874,American,,Polarbert,,0,"@AmericanAir I tried when I landed, but there was no-one there. I've emailed your customer service twice now who don't seem to care.",,2015-02-24 01:01:08 -0800,, 570146348613406720,negative,1.0,Customer Service Issue,0.3472,American,,Tumzine,,0,"@AmericanAir no I've since rebooked with another airline, what I would like is compensation for all the time/money lost!",,2015-02-24 01:00:56 -0800,,Dublin 570146091141722112,negative,1.0,Can't Tell,1.0,American,,Pride_MMA,,0,"@AmericanAir nothing, you have done enough.",,2015-02-24 00:59:55 -0800,"Edmond, Oklahoma",Central Time (US & Canada) 570145544078815232,negative,1.0,Cancelled Flight,0.3636,American,,Tumzine,,0,@AmericanAir I was rebooked on a flight that was too Late Flight for my connection!,,2015-02-24 00:57:45 -0800,,Dublin 570145106415771648,positive,1.0,,,American,,nembro78,,0,@AmericanAir Such a suprise! New vanity kit set for frequent travellers 😀 thank you AA! http://t.co/fA7Nygn1Ux,,2015-02-24 00:56:00 -0800,,Rome 570143200935063552,negative,1.0,Lost Luggage,1.0,American,,AMoChapman,,0,@AmericanAir gah this is so frustrating! Nobody has my address here in the USA. Where are my bags!?!? So disorganised!!!!!!!!!!!,,2015-02-24 00:48:26 -0800,'Straya',Sydney 570142665246965760,positive,1.0,,,American,,adamczuk,,0,@AmericanAir lovely flight back from MIA to LHR - great crew - thanks :-)),,2015-02-24 00:46:18 -0800,"Wiltshire, UK",London 570142278729076736,negative,1.0,Can't Tell,0.6936,American,,blueswingpark,,0,"@AmericanAir I have emailed several times.hand wrote a letter,went to airport,called.please fix this! Or @abc7newsBayArea please help!",,2015-02-24 00:44:46 -0800,san francisco califorania,Pacific Time (US & Canada) 570141242769559552,negative,1.0,Cancelled Flight,1.0,American,,KyleFerrel,,0,"@AmericanAir offered me a cot to sleep on?After they Cancelled Flightled my flight. A fucking cot. What about a hotel, like you're supposed to provide",,2015-02-24 00:40:39 -0800,Nevada,America/Los_Angeles 570139793608175616,negative,1.0,Cancelled Flight,0.6432,American,,Pride_MMA,,0,@AmericanAir over the last year 50% of my flights have been delayed or Cancelled Flightled. I'm done with you.,,2015-02-24 00:34:54 -0800,"Edmond, Oklahoma",Central Time (US & Canada) 570139364178530304,negative,1.0,Customer Service Issue,1.0,American,,KyleFerrel,,0,@AmericanAir another generic response guys? Cmon. You're terrible. How about an actual helpful person? Not all the rude employees at LAX,,2015-02-24 00:33:11 -0800,Nevada,America/Los_Angeles 570138307767578625,negative,1.0,Flight Attendant Complaints,1.0,American,,KyleFerrel,,0,"@AmericanAir I tried, EXTREMELY RUDE. Even the supervisor. And when I asked to speak to HIS supervisor I was told no",,2015-02-24 00:28:59 -0800,Nevada,America/Los_Angeles 570137359787827201,negative,1.0,Can't Tell,0.6473,American,,TinaHovsepian,,0,"@AmericanAir yes but you are still human I hope, dealing with all the horror stories people share... I complained to DOT. Everyone should",,2015-02-24 00:25:13 -0800,North Hollywood, 570137063716216832,negative,1.0,Customer Service Issue,0.3667,American,,jdl_il,,0,@AmericanAir try contacting everyone on that flight with a refund offer and we might believe you are sincere,,2015-02-24 00:24:03 -0800,, 570136706877272064,negative,1.0,Customer Service Issue,0.6872,American,,TinaHovsepian,,0,@AmericanAir I have filed multiple complaints. I prefer to continue warning the public instead of wasting more time with this inhumane corp.,,2015-02-24 00:22:38 -0800,North Hollywood, 570136130126897152,negative,1.0,Lost Luggage,0.6732,American,,TinaHovsepian,,0,@AmericanAir worst experience of my life avoid at all costs they will lose your belongings and have no humanity to even offer compensation,,2015-02-24 00:20:20 -0800,North Hollywood, 570135402306080768,negative,1.0,Lost Luggage,0.6199,American,,TinaHovsepian,,0,@AmericanAir terror story my luggage was delayed both ways on an international flight for over 5 days total #angrycustomer,,2015-02-24 00:17:27 -0800,North Hollywood, 570135205123530752,negative,1.0,Late Flight,0.7219,American,,ParttyM,,0,@AmericanAir WORST SERVICE EVER!! Delayed flights for more than 5 hours plus you missed my bag! And your employees are rude 😡😡,,2015-02-24 00:16:40 -0800,,Central Time (US & Canada) 570134947828080640,negative,1.0,Customer Service Issue,1.0,American,,KyleFerrel,,0,@AmericanAir thanks for the generic computer generated response. How about you accommodate your travelers instead of just saying sorry,,2015-02-24 00:15:38 -0800,Nevada,America/Los_Angeles 570133621870174209,negative,1.0,Can't Tell,0.6648,American,,danilo23donna,,0,@AmericanAir they are giving cots to the people that did not get hotel rooms...that is terrible..,,2015-02-24 00:10:22 -0800,, 570132715577552896,negative,1.0,Can't Tell,0.659,American,,blueswingpark,,0,"@AmericanAir I did twice.got a letter back saying that your company ""doesn't issue refunds for phone bills"" help!phone will be shut off",,2015-02-24 00:06:46 -0800,san francisco califorania,Pacific Time (US & Canada) 570132410588917760,neutral,0.3567,,0.0,American,,SweetKirabella,,0,"@AmericanAir oh, yeah. I guess those are two different things. 3 am does weird things to my brain. Thanks again! xox",,2015-02-24 00:05:33 -0800,The 2nd star to the right ,Pacific Time (US & Canada) 570130792443039744,neutral,1.0,,,American,,lizzybethc,,0,@AmericanAir yes. No one is answering and I'm on a train,,2015-02-23 23:59:08 -0800,"Seattle, WA",America/Los_Angeles 570130746356211713,negative,0.6708,Can't Tell,0.3663,American,,SweetKirabella,,0,"@AmericanAir TY! But, their site says "" Please note that we do not offer a print subscription service for American Way. ...""",,2015-02-23 23:58:57 -0800,The 2nd star to the right ,Pacific Time (US & Canada) 570129843594997760,negative,1.0,longlines,0.3598,American,,danilo23donna,,0,@AmericanAir its not weather thats why i said the other people received hotel rooms while the people at the end of the line did not get them,,2015-02-23 23:55:21 -0800,, 570128847439417344,neutral,1.0,,,American,,HaleyHadlock,,0,@AmericanAir just hoping/praying for a safe flight. They've had to stop and de-ice our plane yet again😞,,2015-02-23 23:51:24 -0800,, 570128633957736448,negative,1.0,Lost Luggage,1.0,American,,blueswingpark,,0,"@AmericanAir after losing my bags for 4 days&charging me $475 to""arrange pick up""in argentina,claiming tollfree: won't reimburse me. Help!",,2015-02-23 23:50:33 -0800,san francisco califorania,Pacific Time (US & Canada) 570128126480674816,negative,1.0,Customer Service Issue,1.0,American,,jdl_il,,0,"@AmericanAir pity that a machine replied, or perhaps my story not unusual. Expected better response given article in in-flight magazine.",,2015-02-23 23:48:32 -0800,, 570127035890184192,negative,1.0,Customer Service Issue,0.3685,American,,danilo23donna,,0,"@AmericanAir i have been rebooked for the 7am flight. My questions is, why do some people get hotel and the others don't like myself?",,2015-02-23 23:44:12 -0800,, 570126389279662080,negative,1.0,Customer Service Issue,1.0,American,,tennesseejc,,0,@AmericanAir I responded. Your info different than your customer service line,,2015-02-23 23:41:38 -0800,"las vegas/nashville, TN",Central Time (US & Canada) 570124993176203265,neutral,0.6807,,0.0,American,,tennesseejc,,0,@AmericanAir done,,2015-02-23 23:36:05 -0800,"las vegas/nashville, TN",Central Time (US & Canada) 570123872168574976,negative,1.0,Customer Service Issue,1.0,American,,mycreativespark,,0,"@AmericanAir will not help us on the phone, at the gate or in checkin. I book travel for clients and cannot believe the lack of service",,2015-02-23 23:31:38 -0800,Ohio,Quito 570123495180410881,negative,1.0,Can't Tell,0.6981,American,,GarrettBogar,,0,"@AmericanAir no no no, YOU DM me, I pay you money and you want to me to reach out to you for help? How about the other way around",,2015-02-23 23:30:08 -0800,, 570123386925539329,negative,1.0,Customer Service Issue,0.6343,American,,tennesseejc,,0,@AmericanAir I had a 6am flight I can get no rest because I have to wait another 2 hours to receive an automated phone call. #neveragain,,2015-02-23 23:29:42 -0800,"las vegas/nashville, TN",Central Time (US & Canada) 570123304498917377,negative,1.0,Customer Service Issue,0.6343,American,,mycreativespark,,0,@AmericanAir does not know the meaning of customer service. Nightmare. Paid for direct flight. Bumped to Dallas. Flight Cancelled Flighted. Terrible,,2015-02-23 23:29:22 -0800,Ohio,Quito 570123207824568320,negative,1.0,Customer Service Issue,1.0,American,,tennesseejc,,0,@AmericanAir that's absolutely horrible customer service. The person supposed to call me can't immediately call back when disconnected???,,2015-02-23 23:28:59 -0800,"las vegas/nashville, TN",Central Time (US & Canada) 570123136542224384,neutral,0.6739,,,American,,Steponme,,0,@AmericanAir will do. I also passed the website around to other passengers.,,2015-02-23 23:28:42 -0800,"Moore, OK & Woodway, TX",Central Time (US & Canada) 570122982863060992,negative,1.0,Cancelled Flight,0.6493,American,,tennesseejc,,0,@AmericanAir my flight was Cancelled Flightled I called they said they'd call back in 1:36. They did And hung up now saying I have to wait 2 hrs!!,,2015-02-23 23:28:06 -0800,"las vegas/nashville, TN",Central Time (US & Canada) 570122962726039552,negative,0.6537,Can't Tell,0.3504,American,,sherscott,,0,@AmericanAir *does = doesn't,,2015-02-23 23:28:01 -0800,Houston,Central Time (US & Canada) 570122868039634944,negative,0.6506,Lost Luggage,0.6506,American,,sherscott,,0,@AmericanAir Okay... If someone does it look for it now my fear is it will be lost forever. It's a very small item.,,2015-02-23 23:27:38 -0800,Houston,Central Time (US & Canada) 570122183072092160,negative,1.0,Customer Service Issue,1.0,American,,danilo23donna,,0,@AmericanAir what kind if airlines do you guys run? The people that got in line first received hotel vouchers? Terrible customer service!,,2015-02-23 23:24:55 -0800,, 570121689503301632,negative,1.0,Can't Tell,0.3699,American,,ninjamagic17,,0,"@AmericanAir @emxlyy ""The wheel was broken when we got it. We swear.""",,2015-02-23 23:22:57 -0800,, 570121673099190272,negative,1.0,Cancelled Flight,1.0,American,,danilo23donna,,0,@AmericanAir Cancelled Flightled flight from fresno then rebooked for LAX now flight Cancelled Flightled again and its midnight with no more hotel available???,,2015-02-23 23:22:53 -0800,, 570121276016234496,negative,0.6743,Lost Luggage,0.3412,American,,sherscott,,0,@AmericanAir I'll give a reward for whoever finds and returns to me on Thurs when I fly back thru @dfwairport. I ❤️ these earrings!!,,2015-02-23 23:21:19 -0800,Houston,Central Time (US & Canada) 570119444451745792,negative,0.6741,Lost Luggage,0.33799999999999997,American,,andrearochford,,0,"@AmericanAir checked in at Des Moines, lay over in ORD, final destination Austin, Texas. Baggage was only checked to ORD.","[30.32398902, -97.71081198]",2015-02-23 23:14:02 -0800,USA, 570118668551458816,neutral,0.6687,,0.0,American,,sherscott,,0,@AmericanAir and btwn gate a8 & a15 I lost a diamond earring #dayjustgotWORSE! Pls have maintenance look for it!! http://t.co/UieSR3GHHO,,2015-02-23 23:10:57 -0800,Houston,Central Time (US & Canada) 570116595193810945,neutral,0.6855,,0.0,American,,Steponme,,0,"@AmericanAir we then had to deplane, and change planes.","[32.91792297, -97.00367737]",2015-02-23 23:02:43 -0800,"Moore, OK & Woodway, TX",Central Time (US & Canada) 570116487278501888,negative,1.0,Cancelled Flight,1.0,American,,UncleDomDom,,0,"@AmericanAir you guys Cancelled Flightled my flight for today and booked me for tomorrow, so unfortunately i have rebooked. Thanks",,2015-02-23 23:02:17 -0800,,Eastern Time (US & Canada) 570116329694310400,negative,1.0,Late Flight,1.0,American,,Steponme,,0,"@AmericanAir after running from one flight, because we had 10 mins, to our next flight, we then sat on our plane for an hour.","[32.91792297, -97.00367737]",2015-02-23 23:01:39 -0800,"Moore, OK & Woodway, TX",Central Time (US & Canada) 570115988714164225,positive,0.6515,,,American,,sherscott,,0,@AmericanAir but your flight crews & ground crews have handled situation well. Texting notification let me catch a few winks during delay.,,2015-02-23 23:00:18 -0800,Houston,Central Time (US & Canada) 570115532906569729,positive,0.6543,,,American,,sherscott,,0,@AmericanAir Thx! I hope so. IAH to DFW to OKC has turned out to be a LONG trip today and I have to work tomorrow.,,2015-02-23 22:58:29 -0800,Houston,Central Time (US & Canada) 570115339515592704,negative,0.7148,Customer Service Issue,0.3889,American,,uneek1908,,0,@AmericanAir I understand that but I'm hoping I can rectify this in advance. I would call but I am in AUH. I just need my one checked bag.,,2015-02-23 22:57:43 -0800,The Great State of TEXAS,Central Time (US & Canada) 570115286289899520,negative,0.6953,Cancelled Flight,0.3628,American,,UncleDomDom,,0,"@AmericanAir yeah, buy me a @Delta plane ticket from San Diego to Detroit so I can fly one of their planes home tomorrow",,2015-02-23 22:57:31 -0800,,Eastern Time (US & Canada) 570114451120074752,negative,1.0,Customer Service Issue,1.0,American,,Steponme,,0,"@AmericanAir nothing to do with Mother Nature, more like poor commutation.","[32.91792297, -97.00367737]",2015-02-23 22:54:12 -0800,"Moore, OK & Woodway, TX",Central Time (US & Canada) 570112074249928704,negative,1.0,Can't Tell,1.0,American,,UncleDomDom,,0,@AmericanAir is the worst airline in the entire world. I only flew them because I had to and it was the nightmare I knew it would be.,,2015-02-23 22:44:45 -0800,,Eastern Time (US & Canada) 570110706588262400,negative,0.6758,Flight Booking Problems,0.6758,American,,meg4miles,,0,@AmericanAir hey! I have a name issue on my reservation can you help?,,2015-02-23 22:39:19 -0800,N to da Y to da C , 570109867031191552,negative,0.6603,Can't Tell,0.6603,American,,meg4miles,,0,@AmericanAir I DM'd you,,2015-02-23 22:35:59 -0800,N to da Y to da C , 570108519237558272,positive,1.0,,,American,,jbs94123,,0,@AmericanAir thank you! My lost item was located at ORD and is being returned to me.,,2015-02-23 22:30:37 -0800,,Pacific Time (US & Canada) 570106218825564161,negative,1.0,Customer Service Issue,1.0,American,,richfreed,,1,Why doesn't @AmericanAir provide a means for dialogue? What is the fear that drives this decision? #worstcustomerserviceever,,2015-02-23 22:21:29 -0800,, 570106114202861568,negative,1.0,Late Flight,1.0,American,,JamiraBurley,,0,"@AmericanAir 2284, four hours Late Flightrs and we are finally flying out...too bad I missed my event",,2015-02-23 22:21:04 -0800,Living my dreams in motion ,Central Time (US & Canada) 570105753471746048,negative,1.0,Customer Service Issue,1.0,American,,richfreed,,1,@AmericanAir please allow me to speak with someone. A dialogue would solve this issue better and faster than emailing.,,2015-02-23 22:19:38 -0800,, 570105616515145728,negative,1.0,Lost Luggage,1.0,American,,pattiylandry,,1,@AmericanAir it's not only my bag...it's the complete lack of respect when I called. I was hung up on. And it is my daughters bag,,2015-02-23 22:19:05 -0800,,Hawaii 570103908607135744,negative,0.6258,longlines,0.3217,American,,TweetyDave,,0,"@AmericanAir If SNA curfew causes diversion, do you provide transportation from LAX? On AA1237 now, pilot not sure if we have time.",,2015-02-23 22:12:18 -0800,,Central Time (US & Canada) 570103559318081536,negative,0.6568,Customer Service Issue,0.6568,American,,richfreed,,1,Why doesn't @AmericanAir allow for conversations between upset customers and their customer service? #worstcustomerserviceever,,2015-02-23 22:10:55 -0800,, 570102866754592768,negative,1.0,Cancelled Flight,1.0,American,,HeatPrincess305,,0,@AmericanAir it's not cool that my flight was Cancelled Flightled after sitting on the plane for over an hour. 👎😡✈️ #notahappycustomer #leavingtomm,"[42.01578804, -87.68332344]",2015-02-23 22:08:10 -0800,MIA || CHI || NYC,Eastern Time (US & Canada) 570102669299351553,negative,1.0,Can't Tell,0.649,American,,LeluBlesa,,0,"@AmericanAir no, you should do something about everything happened yesterday...",,2015-02-23 22:07:23 -0800,,Buenos Aires 570102251563274242,neutral,0.6464,,0.0,American,,The_Playmaker20,,0,@AmericanAir and I forgot about that lounge!😂,,2015-02-23 22:05:43 -0800,, 570101910402940928,negative,1.0,Customer Service Issue,0.6451,American,,CinemaTim,,0,"@AmericanAir Thanks! Bleh, disconnected! Let's try this again!!",,2015-02-23 22:04:22 -0800,Founder of #MovieChurch,Central Time (US & Canada) 570101803708080128,positive,1.0,,,American,,Luke_Asper,,0,@AmericanAir appreciate it!!,"[32.89959729, -97.03558888]",2015-02-23 22:03:56 -0800,luke.asper@gmail.com,Central Time (US & Canada) 570101777934086146,positive,0.6534,,,American,,The_Playmaker20,,0,"@AmericanAir I love the Admiral Clubs! Thanks, hey can you follow me?",,2015-02-23 22:03:50 -0800,, 570101666571288576,neutral,0.6685,,0.0,American,,JTWolf7,,0,@AmericanAir - Reference number to this request: 1-3001408092,,2015-02-23 22:03:23 -0800,"Stamford, CT",Pacific Time (US & Canada) 570101550787350528,positive,1.0,,,American,,MDTwankyTwank,,0,"@AmericanAir just curious. Thanks for the response as always, good or bad. Better than your competition.",,2015-02-23 22:02:56 -0800,"Greenbow, Alabama", 570101395698941954,negative,1.0,Customer Service Issue,1.0,American,,pattiylandry,,1,@AmericanAir your customer service is deplorable. I am disgusted in your company and the ignorant people on the phones for lost baggage.,,2015-02-23 22:02:19 -0800,,Hawaii 570101371409559552,negative,1.0,Bad Flight,0.3574,American,,HaleyHadlock,,0,@AmericanAir were stuck on a plane in Dallas that's supposed to be going to Okc. There's an issue w/ the plane. Any idea on how much longer?,,2015-02-23 22:02:13 -0800,, 570101194678517761,negative,0.3394,Damaged Luggage,0.3394,American,,JTWolf7,,0,@AmericanAir - thanks. She submitted a damaged bag complaint online...is there anything else we can do? #goodcustomerservice,,2015-02-23 22:01:31 -0800,"Stamford, CT",Pacific Time (US & Canada) 570101027439046656,positive,1.0,,,American,,lballsy,,0,@AmericanAir Thanks!,,2015-02-23 22:00:51 -0800,,Hawaii 570100947923419136,negative,1.0,Customer Service Issue,1.0,American,,richfreed,,0,@AmericanAir they responded. I can't respond to their response. Nor can I speak with someone. #worstcustomerserviceever,,2015-02-23 22:00:32 -0800,, 570100829396406272,positive,1.0,,,American,,emrey35,,0,@AmericanAir thanks you always be my airline of choice when possible,,2015-02-23 22:00:04 -0800,College Station, 570100824703143936,negative,1.0,Customer Service Issue,0.6453,American,,faisal_tayebjee,,0,@AmericanAir gate agents disappeared and customer service agents were miserable and unhelpful. #letdown #neveragain,,2015-02-23 22:00:03 -0800,,Dublin 570100233398571008,negative,1.0,Lost Luggage,1.0,American,,CinemaTim,,0,@AmericanAir Who do I report missing baggage to when baggage claim leaves before midnight?,,2015-02-23 21:57:42 -0800,Founder of #MovieChurch,Central Time (US & Canada) 570100035167379456,negative,1.0,Customer Service Issue,1.0,American,,alexbuffer,,0,.@AmericanAir how about connecting me with a customer service rep? I'd rather speak to a person than a computer. Thanks!,,2015-02-23 21:56:54 -0800,district of columbia,Central Time (US & Canada) 570099970742886400,negative,1.0,Customer Service Issue,0.6748,American,,LeluBlesa,,0,@AmericanAir TSA. When I tried to check in the things I've bought your people told me it was Late Flight to do it. So... I want my things back,,2015-02-23 21:56:39 -0800,,Buenos Aires 570099716379316224,negative,0.6789,Can't Tell,0.36700000000000005,American,,nf14jk,,0,"@AmericanAir arrived +-10pm eastern. Had to deplane on the CRJs airstairs to an icy Tarmac. Valet bags sent to carousel, so it was 10:20pm.",,2015-02-23 21:55:38 -0800,, 570099562548834304,positive,1.0,,,American,,samcurly,,0,"@AmericanAir attended to and corrected my complaints via Twitter. Whoa. This is the brave, new world we live in. Thank you, American Air :)",,2015-02-23 21:55:02 -0800,LA,Pacific Time (US & Canada) 570099506135437312,negative,1.0,Customer Service Issue,0.6453,American,,Dani_Haigh,,0,"@AmericanAir couldn't get anyone on the phone all day, the flight you rebooked had me missing a conference.We won't be on flt 1568 tomorrow.","[40.7786084, -73.94979947]",2015-02-23 21:54:48 -0800,"New York, NY",Quito 570098489943666688,negative,0.6562,Can't Tell,0.3352,American,,FAiRChicago,,0,@AmericanAir @united @SpiritAirPR @Fioretti2ndWard @ChicagosMayor @garcia4chicago BS that #Noise #Late Flight #NoRahm http://t.co/CFzdJmn0uI,"[41.98051682, -87.73798602]",2015-02-23 21:50:46 -0800,"Chicago, IL", 570097604182351872,negative,0.6576,Can't Tell,0.3723,American,,Roope00,,0,@AmericanAir It's sad how I can't afford any long distance trips though. :/,,2015-02-23 21:47:15 -0800,WARNING: Explicit language,Helsinki 570097527841693697,positive,0.6883,,,American,,The_Playmaker20,,0,@AmericanAir btw you guys should consider making a lounge at Austin Intl. airport! Very popuLate Flightd area! Will help the company for sure👌,,2015-02-23 21:46:57 -0800,, 570097483432337408,negative,1.0,Flight Booking Problems,0.34,American,,carlw1980,,0,"@djevolutionhd As an EP who travels 125K+ miles a yr with @AmericanAir , I would expect more from them than this horrible travel experience",,2015-02-23 21:46:46 -0800,, 570097456786104320,neutral,1.0,,,American,,lballsy,,0,@AmericanAir Are you expecting any delays out of #DFW tomorrow morning?,,2015-02-23 21:46:40 -0800,,Hawaii 570097279870361600,negative,1.0,Customer Service Issue,1.0,American,,sirblacktoast,,0,@AmericanAir that was the worst customer service experience ever. Too bad for you I'm a lawyer. Enjoy my wrath.,,2015-02-23 21:45:58 -0800,, 570097189617143808,negative,0.6948,Can't Tell,0.3722,American,,KyleKaplan,,0,@AmericanAir it's beyond complicated now and it feels like when I used to fly with United. Platinum means nothing.,,2015-02-23 21:45:36 -0800,"iPhone: 40.829401,-73.926223",Pacific Time (US & Canada) 570096856685871106,negative,0.7002,Can't Tell,0.7002,American,,emrey35,,0,@AmericanAir I look forward to hearing back and hope that my next trip will not be like this,,2015-02-23 21:44:17 -0800,College Station, 570095696491241472,neutral,0.6729999999999999,,,American,,FOHeming,,0,@AmericanAir Oh trust me. I am in love. It is so beautiful!,,2015-02-23 21:39:40 -0800,Left hand seat in flightdeck,London 570095443364831232,neutral,0.3421,,0.0,American,,talonclaw126,,0,@AmericanAir followed! Sure hope you can help!,,2015-02-23 21:38:40 -0800,, 570095131967295489,positive,1.0,,,American,,Roope00,,0,"@AmericanAir @BoeingAirplanes I really would love to experience first class on that plane,looks stunning!",,2015-02-23 21:37:25 -0800,WARNING: Explicit language,Helsinki 570095043169529857,positive,1.0,,,American,,The_Playmaker20,,0,"@AmericanAir I love the service and cheap upgrades American Provides! One of the best airlines ever! good food, good seats, amazing thanks!",,2015-02-23 21:37:04 -0800,, 570094749933289473,negative,1.0,Damaged Luggage,0.6788,American,,JTWolf7,,0,@AmericanAir - you broke my sick wife's luggage handle going from JFK to LAX...she had to drag her bag thru the airport! #customerservice,,2015-02-23 21:35:54 -0800,"Stamford, CT",Pacific Time (US & Canada) 570094120993054720,positive,1.0,,,American,,gerri_elliott,,0,@AmericanAir @gerri_elliott You will!! Every chance I get! Thanks for keeping me Exec Platinum.,,2015-02-23 21:33:24 -0800,, 570093652120178689,negative,0.6553,Customer Service Issue,0.6553,American,,marcy_test,,0,@AmericanAir no not yet. Waiting now to be connected to an agent,,2015-02-23 21:31:33 -0800,Arlington VA, 570093520909832192,negative,1.0,Customer Service Issue,1.0,American,,emrey35,,0,@AmericanAir when should i expect a response from customer relations,,2015-02-23 21:31:01 -0800,College Station, 570093462738984961,neutral,0.6907,,0.0,American,,marcy_test,,0,@AmericanAir no not yet. Waiting to be connected to an agent,,2015-02-23 21:30:47 -0800,Arlington VA, 570092677196181507,negative,1.0,Customer Service Issue,1.0,American,,GarrettBogar,,0,"@AmericanAir glad that you WANTED to help me, but you didn't. Have an agent call me before I rant about shitty service every day",,2015-02-23 21:27:40 -0800,, 570092530236149761,negative,1.0,Flight Booking Problems,0.6527,American,,samcurly,,0,@AmericanAir There are only 24 hours to Cancelled Flight or change itineraries booked online and that 24 hours is just about over. Impossible scenario,,2015-02-23 21:27:05 -0800,LA,Pacific Time (US & Canada) 570092218058346496,negative,0.6705,Cancelled Flight,0.3363,American,,uneek1908,,0,@AmericanAir there are no more flights via united when I arrive to DFW and my car is parked at IAH 😁,,2015-02-23 21:25:51 -0800,The Great State of TEXAS,Central Time (US & Canada) 570092210466611200,negative,1.0,Flight Booking Problems,0.6527,American,,Onna_Del_Rey,,0,"@AmericanAir your online site doesn't have flights listed in chronological order, resulting in a mis-purchase. Anything that can be done?",,2015-02-23 21:25:49 -0800,"Cincity, ❤️hio",Eastern Time (US & Canada) 570092184948645889,positive,1.0,,,American,,FOHeming,,0,@AmericanAir I FOUND MY FOOTAGE!! :D I am so so happy.,,2015-02-23 21:25:43 -0800,Left hand seat in flightdeck,London 570090452809949184,neutral,1.0,,,American,,uneek1908,,0,@AmericanAir well we cleared customs in AUH. I need to get to IAH after I arrive in DFW. Is it possible to retrieve my luggage in IAD?,,2015-02-23 21:18:50 -0800,The Great State of TEXAS,Central Time (US & Canada) 570090252544708608,neutral,1.0,,,American,,CineDrones,,0,"@AmericanAir I will and I will share with many, many others. #filmcrew #media @WSJ @nytimes @latimes @chicagotribune",,2015-02-23 21:18:02 -0800,"Orlando, FL ",Eastern Time (US & Canada) 570090251122663425,neutral,0.6799,,0.0,American,,talonclaw126,,0,@AmericanAir tell me you can get me to ABI earlier than 8 pm tomorrow,,2015-02-23 21:18:02 -0800,, 570088600949411840,negative,0.6945,Can't Tell,0.363,American,,Lauren_Nann,,0,@AmericanAir #2298. Everyone else was outstanding.,"[40.77382001, -73.87315003]",2015-02-23 21:11:28 -0800,"Harrison, New York",Eastern Time (US & Canada) 570088470171013120,negative,1.0,Late Flight,1.0,American,,Charles_Joly,,0,@AmericanAir the last was 2339 dfw to ord. Not weather reLate Flightd... Austin leg delayed as well,,2015-02-23 21:10:57 -0800,"Chicago, Il",Central Time (US & Canada) 570088310334484480,negative,0.6559999999999999,Lost Luggage,0.6559999999999999,American,,sannimaarit,,0,"@AmericanAir My bag flew with AA while I flew with Delta, and I'm still not sure whose final carrier is referred to.",,2015-02-23 21:10:19 -0800,Finn between Detroit & Toledo,Helsinki 570088135851266048,neutral,1.0,,,American,,jordnnicole7,,0,@AmericanAir follow me back so I can DM you guys,,2015-02-23 21:09:37 -0800,,Eastern Time (US & Canada) 570087950156898305,negative,1.0,Cancelled Flight,1.0,American,,marcy_test,,0,@AmericanAir you have Cancelled Flightled my flights because of my last name. Do the right thing and reinstate my tickets,,2015-02-23 21:08:53 -0800,Arlington VA, 570087510941962241,negative,1.0,Cancelled Flight,1.0,American,,H00SIERB0Y,,0,@americanair flight veers off icy runway at @dfwairport. Most DFW flights Cancelled Flighted Mon http://t.co/Q37pOWn6uv @Cowboycerrone figures right?,,2015-02-23 21:07:08 -0800,,Arizona 570087305320357888,negative,1.0,Customer Service Issue,1.0,American,,GrxntChristian,,0,"@AmericanAir you know I love this airline, but why are my friends @MEGENTRIPODI @jordnnicole7 having such a problem retaining info they need",,2015-02-23 21:06:19 -0800,,Central Time (US & Canada) 570087222663229440,negative,0.6978,Cancelled Flight,0.3674,American,,GarrettBogar,,0,"@AmericanAir $600 Late Flightr, 2 complete itinerary changes, and lost work and time, but yeah ""I"" got it rebooked",,2015-02-23 21:06:00 -0800,, 570087022292905985,positive,0.6702,,,American,,fmisle,,0,@americanair Not surprised that you were the Fastest Responding US Brand on Twitter for Q2 + Q3 2014. Also 10th fastest in the world in Q3,,2015-02-23 21:05:12 -0800,"San Antonio, TX / Boston, MA",Eastern Time (US & Canada) 570086891342733312,negative,1.0,Lost Luggage,0.6416,American,,showbiz411,,0,@AmericanAir you've got to be kidding. Look at the pictures. I'm hoping it's on the flight that just came in. The whole story is 2 much,,2015-02-23 21:04:41 -0800,"New York, NY",Eastern Time (US & Canada) 570086501222096896,negative,1.0,Customer Service Issue,0.3666,American,,CathyS_1109,,0,"@AmericanAir You're clueless. A kind rez agnt contacted USAir 4me around midnite, told them what to do. If not that I'd have missed funeral.",,2015-02-23 21:03:08 -0800,,Eastern Time (US & Canada) 570086488324485121,negative,1.0,Flight Attendant Complaints,0.354,American,,GarrettBogar,,0,"Nice try @AmericanAir I heard your crew whisper ""she's still at the hotel, she probably doesn't think she has to work until tomorrow""",,2015-02-23 21:03:05 -0800,, 570086434410930176,neutral,1.0,,,American,,MDTwankyTwank,,0,@AmericanAir do you have hand sanitizer in the bathrooms on your flights?,,2015-02-23 21:02:52 -0800,"Greenbow, Alabama", 570086014980648960,negative,1.0,Flight Attendant Complaints,0.6846,American,,Alefishman,,0,@AmericanAir I'm at the airport right now and your people didn't know how to react and help me with this situation. Very frustrated.,,2015-02-23 21:01:12 -0800,Argentina,Buenos Aires 570085896319401984,positive,0.6807,,,American,,csckirk,,0,@AmericanAir Thank you,,2015-02-23 21:00:44 -0800,North Texas,Central Time (US & Canada) 570085859132878848,negative,0.6661,Customer Service Issue,0.6661,American,,CineDrones,,0,"@AmericanAir So break whatever you want, take no responsibility..Too bad for customer? #media #filmcrew @chicagotribune @WSJ #nytimes @CNN",,2015-02-23 21:00:35 -0800,"Orlando, FL ",Eastern Time (US & Canada) 570085625061384192,negative,0.6722,Cancelled Flight,0.6722,American,,iWorldSolutions,,1,"@americanair flight veers off icy runway at @dfwairport. Most DFW flights Cancelled Flighted Monday, Flightaware says. http://t.co/atwyiFh6Zy",,2015-02-23 20:59:39 -0800,World Wide,Pretoria 570085165378068480,negative,1.0,Can't Tell,0.6651,American,,Caleigh_Wilson,,0,@AmericanAir my mom tried also. That wasn't the reason they wouldn't change it. Y'all literally said that you'd rather have an empty seat.,,2015-02-23 20:57:49 -0800,"Los Angeles, CA", 570085025896665088,positive,0.6605,,,American,,tifotter,,0,@AmericanAir No apology necessary. It was wind and I was on Delta. XOXO,,2015-02-23 20:57:16 -0800,"Sugarhood, SLC",Mountain Time (US & Canada) 570084690608201728,negative,1.0,Can't Tell,1.0,American,,em_fitzpatrick,,0,@AmericanAir YOU FUCKING SUCK,,2015-02-23 20:55:56 -0800,,Eastern Time (US & Canada) 570083543553945600,positive,0.669,,,American,,lczand,,0,@AmericanAir thank you,,2015-02-23 20:51:23 -0800,SE USA,Central Time (US & Canada) 570082819025838080,neutral,1.0,,,American,,Gww1863,,0,@AmericanAir on our way now,"[39.8893997, -75.219676]",2015-02-23 20:48:30 -0800,, 570082289939406848,neutral,0.669,,0.0,American,,uneek1908,,0,@AmericanAir I am traveling from AUH to IAD via etihad and then from IAD to DFW via AA. Will I be able to retrieve my checked bag in IAD?,,2015-02-23 20:46:24 -0800,The Great State of TEXAS,Central Time (US & Canada) 570081797427621888,negative,1.0,Can't Tell,0.6139,American,,nrosenb1,,0,@AmericanAir Is this a serious thread. Maybe you guys should re-read it. #fail,,2015-02-23 20:44:26 -0800,, 570081695342309377,negative,1.0,Customer Service Issue,0.3599,American,,jdl_il,,0,@AmericanAir now on 5th plane of the day. First 4 all taken out of svc. Scheduled dep 3 p.m. Still on ground ORD 10:45pm,,2015-02-23 20:44:02 -0800,, 570081679844319232,positive,1.0,,,American,,SusieKapnas,,0,@AmericanAir Joanne from your San Diego staff was phenomenal! Give that girl a raise. She handled our #flightnightmare better than anyone.,"[32.9176348, -97.0163282]",2015-02-23 20:43:58 -0800,,Eastern Time (US & Canada) 570081513087369216,negative,1.0,Lost Luggage,1.0,American,,showbiz411,,0,@AmericanAir you are beyond redemption. Jfk. Baggage claim looks like a luggage warehouse,,2015-02-23 20:43:18 -0800,"New York, NY",Eastern Time (US & Canada) 570081165459259392,neutral,1.0,,,American,,Amrutafrika,,0,@AmericanAir sent,,2015-02-23 20:41:56 -0800,, 570080703171448832,neutral,1.0,,,American,,aprilteybrown,,0,@AmericanAir what about flight 1239?,,2015-02-23 20:40:05 -0800,"Washington, D.C.",Eastern Time (US & Canada) 570080608996556800,positive,1.0,,,American,,JohnHam2500,,0,@AmericanAir thanks to AA / DART for getting me home in time for work this morning DEN-DFW... didn't have to waste a vaca day @dartmedia,,2015-02-23 20:39:43 -0800,, 570080545461407745,negative,1.0,Customer Service Issue,1.0,American,,samcurly,,0,"@AmericanAir even followed me, but I still can't get them to answer their phones. Worst. Customer ""service"". Ever. #customerservice #fail",,2015-02-23 20:39:28 -0800,LA,Pacific Time (US & Canada) 570080397628825600,negative,1.0,Can't Tell,1.0,American,,JasonShaw2,,0,@AmericanAir yeah and what are they gunna? Nothing your whole organization is a joke,,2015-02-23 20:38:53 -0800,Belleville,Eastern Time (US & Canada) 570079755560595456,negative,0.6648,Cancelled Flight,0.6648,American,,SarahFoglia,,0,@AmericanAir My sister just received a call that her trip Wednesday (flts 2348/3499) was Cancelled Flightled and resched to next day. Why?,,2015-02-23 20:36:19 -0800,"Tampa, Florida",Quito 570079290953486338,negative,0.6569,Damaged Luggage,0.3449,American,,CineDrones,,0,"@AmericanAir Great, then tell me how you will fix it? @Suntimes @WSJ @latimes @nytimes #media #filmcrew #photography #cameragear",,2015-02-23 20:34:29 -0800,"Orlando, FL ",Eastern Time (US & Canada) 570079030029848579,negative,1.0,Late Flight,1.0,American,,titoebc,,0,@AmericanAir 2hr and 20 min delayed...still waiting...you need to do something to improve... http://t.co/1m36NTPTR8,,2015-02-23 20:33:26 -0800,, 570078673090408448,negative,0.6827,Flight Booking Problems,0.6827,American,,Rachelgaffney,,0,@AmericanAir It says on you web site that u fly directly from ORD to DUB. when I try to book it says you do not. Have you stopped ?,,2015-02-23 20:32:01 -0800,"Dallas,Tx",Central Time (US & Canada) 570078556711026688,positive,0.6487,,,American,,Ben_Epperson,,0,@AmericanAir Glad to hear that there were no serious injuries in the minor crash @dfwairport this evening.,,2015-02-23 20:31:34 -0800,Texas,Central Time (US & Canada) 570078022201532419,negative,1.0,Flight Booking Problems,0.6564,American,,kiasuchick,,0,@AmericanAir I booked it on US Airways site. Don't see a Cancelled Flight link :(,,2015-02-23 20:29:26 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570077997648064512,negative,1.0,longlines,0.3866,American,,_apm_23,,0,@AmericanAir we had to sit in the airport a long periolodicly time. the planes were nasty,,2015-02-23 20:29:20 -0800,, 570077431484121088,neutral,0.6509999999999999,,0.0,American,,csckirk,,0,@AmericanAir With snow/ice forecast DFW Tu pm-We am what is change policy on reservations we hold Wed morning? Any leeway??,,2015-02-23 20:27:05 -0800,North Texas,Central Time (US & Canada) 570077011324096514,positive,0.6832,,0.0,American,,ZamaTea,,0,@AmericanAir no space in my seat but thanks to your pilots I'm back 25mn early to Ohare!! Didn't think that was possible!! #sna2ord #1644,"[41.99335821, -87.91260807]",2015-02-23 20:25:25 -0800,,Pacific Time (US & Canada) 570075821127249920,negative,1.0,Late Flight,1.0,American,,RealDavidSilva,,0,@AmericanAir Late Flight again geez flt2417 #Late Flight #delays #typical,,2015-02-23 20:20:41 -0800,,Arizona 570075716861206528,neutral,0.6468,,0.0,American,,King_Lito10,,0,@AmericanAir do you guys have wifi on international flights?,,2015-02-23 20:20:17 -0800,"The gym, having a pizza. ",Eastern Time (US & Canada) 570075101326024704,negative,1.0,Can't Tell,0.6942,American,,siltonygonzalez,,0,"@AmericanAir to add insult to injury, I have to go pick it up myself. Real class act! I'll stick the Delta from now on.",,2015-02-23 20:17:50 -0800,, 570074976428158976,negative,1.0,Lost Luggage,0.7059,American,,siltonygonzalez,,0,@AmericanAir absolutely disappointed in your lack of service. Lost my bag and can't even deliver it after I was told it would happen.,,2015-02-23 20:17:20 -0800,, 570074886606958592,positive,0.7009,,,American,,lsongne,,0,@AmericanAir Just followed you.,,2015-02-23 20:16:59 -0800,"Orange County, CA",Pacific Time (US & Canada) 570074601801318400,neutral,1.0,,,American,,nrosenb1,,0,@AmericanAir What are Preferred Seats?,,2015-02-23 20:15:51 -0800,, 570073396152676352,negative,1.0,Late Flight,0.3485,American,,jdl_il,,0,@AmericanAir what can AA do for a load of people about to board their 5th plane of a very long day when the first 4 were unserviceable,,2015-02-23 20:11:03 -0800,, 570072578540347393,neutral,0.6876,,0.0,American,,JMeszar,,0,@AmericanAir the Late Flightst usair4603. Earlier 4591,,2015-02-23 20:07:48 -0800,"Bedford, NH",Eastern Time (US & Canada) 570072153607049218,neutral,0.6678,,0.0,American,,aprilteybrown,,0,@AmericanAir any delays on tonight's flight from DFW to SAT? I have family members on board.,,2015-02-23 20:06:07 -0800,"Washington, D.C.",Eastern Time (US & Canada) 570072031502340096,negative,0.6827,Late Flight,0.6827,American,,samuel_cloude,,0,@AmericanAir what is going on with the flight 2417? It has been delay a lot .,,2015-02-23 20:05:38 -0800,Mexico DF, 570071877089148928,neutral,1.0,,,American,,muyguapo8,,0,@AmericanAir Can I use an SWU on an Finnair codeshare of an American operated flight (JFK-MAN)? Thanks in advance for the help!,,2015-02-23 20:05:01 -0800,,Eastern Time (US & Canada) 570070485653786624,negative,1.0,Customer Service Issue,1.0,American,,Caleigh_Wilson,,0,@AmericanAir We tried with multiple people. I already sat on the phone for an hour and a half and got nowhere.,,2015-02-23 19:59:29 -0800,"Los Angeles, CA", 570070483338731520,negative,1.0,Flight Booking Problems,1.0,American,,JMeszar,,0,@AmericanAir which one.?i have been booked on 6 different ones in the past 2 days,,2015-02-23 19:59:29 -0800,"Bedford, NH",Eastern Time (US & Canada) 570070364723814402,negative,1.0,Customer Service Issue,0.6791,American,,sirmunchie,,0,"@AmericanAir Nope. Couldn't make changes online and after 90 mins on hold and time dealing w/ the rude rep, the 24 hour window has closed.",,2015-02-23 19:59:01 -0800,eating curly fries w/ the wife,Eastern Time (US & Canada) 570070044547403777,negative,1.0,Customer Service Issue,1.0,American,,CineDrones,,0,"@AmericanAir doesn't care about customers, break your gear and tell u they can't do anything. @WSJ @latimes @chicagotribune #media #filmcrew",,2015-02-23 19:57:44 -0800,"Orlando, FL ",Eastern Time (US & Canada) 570069642976239616,neutral,0.6685,,0.0,American,,DWare_Laflare,,0,@AmericanAir yes....twice...for two different flights and occasions,,2015-02-23 19:56:08 -0800,Miami,Pacific Time (US & Canada) 570069345818161152,neutral,1.0,,,American,,stormxlove47,,0,@AmericanAir Why is your cover photo of TWA? Just wondering.,,2015-02-23 19:54:58 -0800,AJ's Heart,Pacific Time (US & Canada) 570069262586540032,negative,1.0,Customer Service Issue,0.6707,American,,AtomicSyzygy,,0,@AmericanAir unable to access the website. Will try again.,,2015-02-23 19:54:38 -0800,, 570069217879461889,neutral,1.0,,,American,,MEGENTRIPODI,,0,@AmericanAir yikes.,,2015-02-23 19:54:27 -0800,, 570068649295241216,neutral,1.0,,,American,,jaxyeary,,0,.@AmericanAir Hopefully it's all fixed. They've got a new aircraft for us- just waiting to board.,,2015-02-23 19:52:12 -0800,"Washington, DC via Wisconsin",Eastern Time (US & Canada) 570068466717237249,negative,0.6648,Bad Flight,0.345,American,,csw65,,0,@AmericanAir Best planes in the business. NOT? AA5411 today. http://t.co/I7Vdi9WqSF,,2015-02-23 19:51:28 -0800,Louisville KY ,Eastern Time (US & Canada) 570068449646346240,neutral,1.0,,,American,,kiasuchick,,0,@AmericanAir @USAirways I need to Cancelled Flight a flight I booked earlier tonight. Are you able to do it over Twitter?,,2015-02-23 19:51:24 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570068397544710144,negative,0.7023,Bad Flight,0.7023,American,,zZzTeHzZz,,0,@AmericanAir I loved todays fight. But there was a bad draft on the airplane please add more air to air thanksm,,2015-02-23 19:51:11 -0800,,Central Time (US & Canada) 570068393736302594,positive,1.0,,,American,,nickandriani,,0,Keep it up :) @AmericanAir,,2015-02-23 19:51:11 -0800,kansas city,Central Time (US & Canada) 570067446712791040,negative,1.0,Late Flight,1.0,American,,louprice13,,0,@AmericanAir @louprice13 @aacustomerservice. Apology not good enough. 4 planes with mechanical and 9 hours delayed unacceptable.,,2015-02-23 19:47:25 -0800,Chicago, 570066231757180928,negative,0.6566,Customer Service Issue,0.6566,American,,RobGlaser,,0,@AmericanAir thx for the apology. A commitment to fix your broken system would be better. Actually fixing it would be better still.,,2015-02-23 19:42:35 -0800,"Seattle, WA, USA", 570066226233417728,negative,1.0,Bad Flight,0.6966,American,,lczand,,0,@AmericanAir seats that were assigned are inappropriate for child this age. AA knew age of child.,,2015-02-23 19:42:34 -0800,SE USA,Central Time (US & Canada) 570065545392861184,negative,1.0,Can't Tell,1.0,American,,JasonShaw2,,4,@AmericanAir this is the biggest joke I've ever seen and will be telling everyone never to use you guys cause you are a joke,,2015-02-23 19:39:51 -0800,Belleville,Eastern Time (US & Canada) 570065322369101824,negative,1.0,Customer Service Issue,0.3579,American,,JasonShaw2,,4,@AmericanAir Pay for my accommodations when you are the ones Cancelled Flightling it for no reason and I know your saying (lying) it cause of weather,,2015-02-23 19:38:58 -0800,Belleville,Eastern Time (US & Canada) 570064927550889984,negative,1.0,Customer Service Issue,1.0,American,,JasonShaw2,,4,@AmericanAir airport and 2 extra nights for hotels and not once have I heard of anything from your embarrassing airline saying that you will,,2015-02-23 19:37:24 -0800,Belleville,Eastern Time (US & Canada) 570064554232688640,negative,1.0,Cancelled Flight,0.6657,American,,JasonShaw2,,4,@AmericanAir This is getting a bit ridiculous when and you have made me miss 2 full days off work and had to pay for cabs back and forth,,2015-02-23 19:35:55 -0800,Belleville,Eastern Time (US & Canada) 570064443159089153,negative,1.0,Customer Service Issue,1.0,American,,youroptimallife,,0,@AmericanAir your assistance has not been very helpful frustrating disappointing experience & w/small children very inconvenient,,2015-02-23 19:35:29 -0800,New York , 570064285860171776,negative,1.0,Cancelled Flight,1.0,American,,JasonShaw2,,5,@AmericanAir Cancelled Flight my flight saying it is cause of weather condition when it was the only flight that was Cancelled Flight,,2015-02-23 19:34:51 -0800,Belleville,Eastern Time (US & Canada) 570064025918115840,negative,1.0,Cancelled Flight,1.0,American,,JasonShaw2,,4,@AmericanAir Again you guys are a huge joke and Cancelled Flight your flight for no reason. This is the 3rd time in one trip for me that you have,,2015-02-23 19:33:49 -0800,Belleville,Eastern Time (US & Canada) 570063648468688899,negative,1.0,Customer Service Issue,0.6624,American,,nrosenb1,,0,@AmericanAir WHAT IS GOING ON? This is pathetic. Online doesn't work and phone wants $25 to give a seat assignment.,,2015-02-23 19:32:19 -0800,, 570063451143462913,positive,1.0,,,American,,shaun_souza,,0,@AmericanAir I've just received the ticket. Thank you for your help,,2015-02-23 19:31:32 -0800,, 570063192581390336,neutral,1.0,,,American,,wfaachannel8,,5,"@AmericanAir jet slides off icy taxiway at @dfwairport STORY: http://t.co/4pONJ3jidE http://t.co/3DCWerZ1kr",,2015-02-23 19:30:31 -0800,"Dallas, TX",Central Time (US & Canada) 570063107701272576,negative,1.0,Customer Service Issue,1.0,American,,nrosenb1,,0,@AmericanAir This is getting out of hand. I called Reservations to reserve the seats that it won't let me select online and there's a fee...,,2015-02-23 19:30:10 -0800,, 570062369096908801,negative,1.0,Late Flight,1.0,American,,ImagineHC,,0,"@AmericanAir on flight 1074 that has been delayed for hours over human errors like a food truck hitting the plane, now the lines are frozen.",,2015-02-23 19:27:14 -0800,Miami FL,Eastern Time (US & Canada) 570061921145065473,negative,1.0,Can't Tell,0.6559999999999999,American,,joshua_saucedo,,0,@AmericanAir so disappointed with this airline never again will I book with you guys,,2015-02-23 19:25:27 -0800,, 570060846241611777,positive,1.0,,,American,,NickWellen,,0,@AmericanAir thanks,,2015-02-23 19:21:11 -0800,Minnesota, 570060776301424641,negative,1.0,Lost Luggage,0.3564,American,,jwmb6c,,0,"@AmericanAir You found my lost luggage, won't bring it to me until tomorrow. Next day if the weather isn't nicer. Terrible service",,2015-02-23 19:20:54 -0800,"Kansas City, MO",Central Time (US & Canada) 570060726523584512,negative,0.6356,Customer Service Issue,0.6356,American,,Tai00,,0,@AmericanAir Would it be ok to send you a DM asking a few questions because i'm deaf and been on hold so long?,,2015-02-23 19:20:43 -0800,,Eastern Time (US & Canada) 570060687164067840,negative,0.6548,Cancelled Flight,0.3327,American,,shelia_talia,,0,"@AmericanAir ""sorry you were disappointed"" #outoftouchwithreality #people have kids and jobs",,2015-02-23 19:20:33 -0800,, 570060649780400128,negative,1.0,Flight Booking Problems,0.7033,American,,nrosenb1,,0,@AmericanAir @nrosenb1 It's not allowing me to book available seats,,2015-02-23 19:20:24 -0800,, 570059874480091136,negative,1.0,Cancelled Flight,1.0,American,,DonnyrMartin,,0,"@AmericanAir seriously, all flights from Detroit to Dallas are Cancelled Flightled 2 days in a row. I want to get home & see my wife & kids.",,2015-02-23 19:17:19 -0800,"Waco, TX",Central Time (US & Canada) 570058070224728064,negative,1.0,Late Flight,0.6802,American,,Vink401,,0,@AmericanAir of delays and trapped on planes with no water or air. Never ever ever again. #neveragain #aafail,,2015-02-23 19:10:09 -0800,"Miami, FL", 570057993770831872,negative,1.0,Customer Service Issue,1.0,American,,Caleigh_Wilson,,0,@AmericanAir LITERALLY just told me they'd rather have an empty seat than my mom get to come earlier & take me to Dr. appointment. WOW,,2015-02-23 19:09:51 -0800,"Los Angeles, CA", 570057871058079745,negative,1.0,Customer Service Issue,1.0,American,,weezerandburnie,,0,@AmericanAir we have posted your response on facebook for everyone to see people are appalled by your lack of concern,,2015-02-23 19:09:22 -0800,Belle MO, 570057855358935043,negative,1.0,Customer Service Issue,1.0,American,,amydresnick,,0,@AmericanAir I had an advantage # and you deactivated it. I don't think you should deactivate a customers acct without their knowledge #help,,2015-02-23 19:09:18 -0800,, 570057809037008896,negative,1.0,Late Flight,1.0,American,,Vink401,,0,@AmericanAir thanks for making this the worst flying experience ever. 4 different planes of mechanical issues and 12 hours and counting,,2015-02-23 19:09:07 -0800,"Miami, FL", 570057784114302977,negative,0.6454,Can't Tell,0.345,American,,eb83125,,0,"@AmericanAir If it's in my backpack, why do I need to see agent?","[32.92215312, -96.97563515]",2015-02-23 19:09:01 -0800,, 570057416718491649,negative,1.0,Flight Booking Problems,0.6324,American,,amandakryska,,0,@AmericanAir I really wanted to sign up for your airline credit card but your absurd $400 change fee to switch my flight made me think twice,,2015-02-23 19:07:33 -0800,Chicago,Central Time (US & Canada) 570056907634798593,negative,1.0,Customer Service Issue,1.0,American,,weezerandburnie,,0,@AmericanAir she sent you an email 2 customer service the night it happened ur response was basically 2 bad sorry how should she contact u.,,2015-02-23 19:05:32 -0800,Belle MO, 570056289419526145,negative,0.6513,Customer Service Issue,0.3293,American,,foschini3,,0,@AmericanAir Hi AA ! I placed an itin on hold to expire on 2/27.Just logged into my acct..its gone! Seat hasn't been released to inv. Help?,,2015-02-23 19:03:05 -0800,Houston,Central Time (US & Canada) 570056002692710400,positive,1.0,,,American,,WanderLustErin,,0,"@AmericanAir TPA - ORD!!! AA1679 Another successful journey, thanks for the hospitality!",,2015-02-23 19:01:56 -0800,Chicago,Central Time (US & Canada) 570054549915873280,positive,1.0,,,American,,Kristimb,,0,@AmericanAir Thank you for the response. Much appreciated!,,2015-02-23 18:56:10 -0800,Los Angeles,Pacific Time (US & Canada) 570053952856854528,negative,1.0,Late Flight,0.6514,American,,rduffy487,,0,@AmericanAir 4369. about 4 flights all using same gate w/buses to the planes. Awful boarding process. Hour and a half Late Flight,,2015-02-23 18:53:48 -0800,, 570053168349851648,negative,1.0,Customer Service Issue,1.0,American,,archetype_snypo,,0,@AmericanAir is there another line I can call when I am on hold for 5 hours? Also how can I get compensated for this loss of time and money?,,2015-02-23 18:50:41 -0800,, 570052723409874947,negative,1.0,Customer Service Issue,1.0,American,,Rizzilient,,0,"@AmericanAir @Rizzilient After days, I finally got the automated service to call me back but it hung on me! This is beyond ridicules. help!",,2015-02-23 18:48:54 -0800,, 570052545298759680,negative,1.0,Customer Service Issue,1.0,American,,sirmunchie,,0,@AmericanAir Asked for a waiver of a change fee for flight booked w/in past 24 hrs. Rep was rude. Just told me no. Didn't even try to help!,,2015-02-23 18:48:12 -0800,eating curly fries w/ the wife,Eastern Time (US & Canada) 570051874537271296,neutral,0.6278,,0.0,American,,alnanderson,,0,@AmericanAir any idea why flight 5392 from HSV to DFW tomorrow Cancelled Flightled about 45 minutes ago?,,2015-02-23 18:45:32 -0800,"ÜT: 34.658262,-86.479396",Central Time (US & Canada) 570051834188075008,positive,1.0,,,American,,RobertCossar,,0,"@AmericanAir thanks. I actually made it, my connection flight was delayed. Guess all delays are not a bad thing. http://t.co/XGgCNTco8m",,2015-02-23 18:45:22 -0800,,Central Time (US & Canada) 570050754158800896,negative,1.0,Customer Service Issue,1.0,American,,RobGlaser,,0,@AmericanAir the issue wasn't a long wait. It was an infinite do loop. Your system didn't let me (or any customer) wait or leave a message.,"[47.6171292, -122.2803409]",2015-02-23 18:41:05 -0800,"Seattle, WA, USA", 570050635703300096,neutral,1.0,,,American,,kiasuchick,,0,@AmericanAir Did the policy change? I've seen people with hamsters and rabbits before.,,2015-02-23 18:40:37 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 570050603927392257,negative,1.0,Customer Service Issue,1.0,American,,faisal_tayebjee,,0,@AmericanAir thanks to your attendant on flight for advising connect flight held. Ran with kids and flight departed. Poor service at Miami,,2015-02-23 18:40:29 -0800,,Dublin 570049704618299392,negative,1.0,Customer Service Issue,1.0,American,,MSFHQ,,0,@AmericanAir an hour now waiting on the phone for US Air help. 10 hours waiting at the airport yesterday. Love the service guys.,,2015-02-23 18:36:55 -0800,,Quito 570048310876119040,negative,1.0,Lost Luggage,0.6572,American,,kock,,0,@AmericanAir I'm here standing at baggage claim waiting for bags FOR OVER AN HOUR at DFW. The gate is 100 feet from here! #nothappy,,2015-02-23 18:31:22 -0800,USA, 570047946932101120,negative,1.0,Lost Luggage,0.6644,American,,monumentsinking,,0,@AmericanAir right so I missed my connection / had a three hour Kay over / then you lost my bag.,,2015-02-23 18:29:56 -0800,PDX JFK SFO BDL,Pacific Time (US & Canada) 570047669370036224,negative,1.0,Cancelled Flight,0.6741,American,,StephFCampbell,,0,"@AmericanAir obviously we did see an agent-booked us for tomorrow morning. No hotel, no transportation. #pregnantwithtwins #stranded #angry",,2015-02-23 18:28:50 -0800,"Kansas City, MO",Central Time (US & Canada) 570046633418891264,negative,1.0,Late Flight,0.7192,American,,vickyyp__,,0,@AmericanAir I was suppose to be in FL 4 hours ago. And I'm not. I've been waiting for hours this is just ridiculous,"[41.95627333, -87.87860345]",2015-02-23 18:24:43 -0800,,Alaska 570046387825410048,neutral,0.6648,,0.0,American,,PareshRP,,0,@AmericanAir my 2498 to CLT left the gate. What is next for CLT. Need help,,2015-02-23 18:23:44 -0800,"Charlotte, NC",Eastern Time (US & Canada) 570045914347237376,negative,1.0,Customer Service Issue,0.7078,American,,Amrutafrika,,0,@AmericanAir you have a company policy that refuses employees to speak to other employees over the phone? Interesting,,2015-02-23 18:21:51 -0800,, 570045645714620417,negative,1.0,Customer Service Issue,1.0,American,,msofka,,0,@AmericanAir still on hold. After you hung up on me the first time (another 45 minutes!) http://t.co/IMRLAu77iH,"[41.45858699, -81.86780822]",2015-02-23 18:20:47 -0800,"Cleveland, OH",Central Time (US & Canada) 570045585149063168,negative,1.0,Cancelled Flight,0.6968,American,,NickWellen,,0,@AmericanAir if it I have not rebooked didn't get notified that it was Cancelled Flightled,,2015-02-23 18:20:33 -0800,Minnesota, 570045461077352448,neutral,1.0,,,American,,NickWellen,,0,@AmericanAir is that the flight for tomorrow?,,2015-02-23 18:20:03 -0800,Minnesota, 570044700951838720,positive,1.0,,,American,,TheCandaceSmith,,0,"“@AmericanAir: @TheCandaceSmith Thanks for the shout-out, Candace! Enjoy the ride.” Always! I adore American Airlines!",,2015-02-23 18:17:02 -0800,Los Angeles,Pacific Time (US & Canada) 570044497330987008,negative,1.0,Cancelled Flight,1.0,American,,krescate,,0,"Without notifying though? “@AmericanAir: @krescate We don't like Cancelled Flightling flights, Kim, but weather has not played nice with us.""",,2015-02-23 18:16:13 -0800,San Diego,Pacific Time (US & Canada) 570044332843134976,positive,1.0,,,American,,momsgoodeats,,0,"Still thinking, those PJs may have me sold @AmericanAir @momsgoodeats We'd #love to have you on board with us! @MandarinJourney here I come",,2015-02-23 18:15:34 -0800,#Omaha ,Central Time (US & Canada) 570044138302808064,neutral,1.0,,,American,,DeputyBrans,,0,@AmericanAir Do you have any flights with lie flat seating from STL to PDX around the date of March 5?,,2015-02-23 18:14:48 -0800,, 570043591927537664,negative,0.6749,Customer Service Issue,0.6749,American,,Amrutafrika,,0,@AmericanAir how do you refuse a customer who is willing to pay to upgrade when half of your first class is empty,,2015-02-23 18:12:37 -0800,, 570043390773084160,negative,1.0,Customer Service Issue,1.0,American,,blogblogblog,,0,@AmericanAir customer service (if you can call it that) refunded my money,,2015-02-23 18:11:49 -0800,"Brevard, NC",Central Time (US & Canada) 570043199596531712,negative,0.7221,Customer Service Issue,0.7221,American,,msofka,,1,@AmericanAir im still on hold...,"[41.45856783, -81.86763782]",2015-02-23 18:11:04 -0800,"Cleveland, OH",Central Time (US & Canada) 570042981794729985,negative,1.0,Can't Tell,0.6983,American,,BridgeburnerFid,,1,@AmericanAir you ever wonder why you find yourselves responding to so many customer complaints on twitter? It's because your airline sucks.,,2015-02-23 18:10:12 -0800,,Atlantic Time (Canada) 570042963021205504,negative,1.0,Customer Service Issue,1.0,American,,AJDelgado13,,1,@AmericanAir Are you people cruel or just stupid? Why are you posting my personal email on the damn Internet? Have u lost your mind?!,,2015-02-23 18:10:07 -0800,about.me/ajdelgado,Eastern Time (US & Canada) 570042828983820288,neutral,1.0,,,American,,SGMo_,,0,@AmericanAir Do we get a class discount on your wifi? I will be flying your airlines at approx. 4 Am?,,2015-02-23 18:09:35 -0800,The Onion Land,Eastern Time (US & Canada) 570042700835082240,negative,1.0,Bad Flight,0.662,American,,louprice13,,0,@AmericanAir #customerservice. Sitting on my fourth plane today with a mechanical problem. No excuses for this. Tough to be loyal.,,2015-02-23 18:09:05 -0800,Chicago, 570042296357539840,positive,1.0,,,American,,gcollingwood,,0,@AmericanAir @contactcej thanks!,,2015-02-23 18:07:28 -0800,"Atlanta, GA USA", 570042155634450433,negative,1.0,Late Flight,1.0,American,,gcollingwood,,0,"@AmericanAir @americanairlines #BQONPA flight #1641 delayed from POS-MIA, missed #2214 MIA- ATL need seat on last flight to ATL.",,2015-02-23 18:06:55 -0800,"Atlanta, GA USA", 570042096242917377,negative,1.0,Can't Tell,0.6521,American,,davidsalomonr,,0,"@AmericanAir SO BAD service in Miami, AirPort..",,2015-02-23 18:06:41 -0800,Mexico,Central Time (US & Canada) 570041376005443585,negative,1.0,Customer Service Issue,1.0,American,,DWare_Laflare,,0,@AmericanAir needs an entire customer service overhaul @Delta would never treat its customers with anything less that A1 service,,2015-02-23 18:03:49 -0800,Miami,Pacific Time (US & Canada) 570041195113492480,negative,1.0,Can't Tell,1.0,American,,Amrutafrika,,1,@AmericanAir are you guys intentionally trying to lose customers and money?,,2015-02-23 18:03:06 -0800,, 570041144488230912,negative,1.0,Customer Service Issue,1.0,American,,msofka,,0,"@AmericanAir why do you continually play the ""according to federal regulations"" every 58 seconds. I could see if you had quicker service...","[41.45862827, -81.86766456]",2015-02-23 18:02:54 -0800,"Cleveland, OH",Central Time (US & Canada) 570040903735373825,neutral,1.0,,,American,,chaigen1,,0,@AmericanAir can I send you my trusted traveler ID to add to my reservation for tsa pre?,,2015-02-23 18:01:56 -0800,, 570040802845421568,negative,0.7020000000000001,Lost Luggage,0.7020000000000001,American,,AMoChapman,,0,"@AmericanAir thanks, but I had to hire a car in Chicago and drive to MKE. Does that mean I have to go to the airport?????",,2015-02-23 18:01:32 -0800,'Straya',Sydney 570040750412406784,positive,1.0,,,American,,projectguy,,0,@AmericanAir the folks at the Executive Platinum desk are great pros. They understand my displeasure with change fees and switch to SW.,,2015-02-23 18:01:20 -0800,San Antonio Texas,Central Time (US & Canada) 570040411206631424,positive,0.6874,,0.0,American,,cubexg,,0,@AmericanAir He thanks you. Anything you can do to help. Would any further information help in the process?,,2015-02-23 17:59:59 -0800,New York,Eastern Time (US & Canada) 570039635541274625,negative,1.0,Cancelled Flight,1.0,American,,youroptimallife,,1,@AmericanAir thanks for a Cancelled Flightled flight then a delayed flight and NOT telling us More missed work More $ on hotel #WorstCustomerService,,2015-02-23 17:56:54 -0800,New York , 570038882294607873,negative,1.0,Late Flight,0.6827,American,,archetype_snypo,,0,@AmericanAir Flight 3487 delayed 1 hour because of pilots? I spend 5+ hours on the phone just to get an EP agent on the phone now this?,,2015-02-23 17:53:55 -0800,, 570038580967383042,negative,1.0,Flight Attendant Complaints,0.6812,American,,garytx,,0,.@AmericanAir Advised GAs and pilot of my flight. Too bad no one took action.,,2015-02-23 17:52:43 -0800,"Austin, Texas area",Central Time (US & Canada) 570038564110467074,negative,1.0,Customer Service Issue,0.6458,American,,DWare_Laflare,,0,@AmericanAir @USAirways need to be reported to the @BBB_media for their complete disregard for paying customers! #DoNotFlyWithThem,,2015-02-23 17:52:39 -0800,Miami,Pacific Time (US & Canada) 570038498566283264,neutral,0.6594,,0.0,American,,JohnMHaaland,,0,@AmericanAir anything in particular I should ask for. Will they want me to document my mileage plus status!,,2015-02-23 17:52:23 -0800,New York Tri-State,Eastern Time (US & Canada) 570037969819545600,negative,1.0,Customer Service Issue,1.0,American,,weezerandburnie,,0,@AmericanAir how about you give us a number to call instead of the empty email since you are not working on it,,2015-02-23 17:50:17 -0800,Belle MO, 570037613899481088,negative,1.0,Customer Service Issue,0.6679999999999999,American,,sammi2943,,0,"@AmericanAir I have been checking consistently, and called multiple times. As a loyal AA customer, I'm disappointed.",,2015-02-23 17:48:52 -0800,, 570036538488139776,positive,1.0,,,American,,unadesmemoriada,,0,@AmericanAir congrats on your call center customer service! A guy named Fidencio answered and he went above & beyond to help me! 👌👌👌,,2015-02-23 17:44:36 -0800,México,Mexico City 570036463729020928,neutral,0.71,,0.0,American,,lczand,,0,"@AmericanAir daughter record loc. is KYBILC. She is traveling with 3 y.o. and needs to be in adjacent seats, not across isle.",,2015-02-23 17:44:18 -0800,SE USA,Central Time (US & Canada) 570036327825195008,negative,1.0,Flight Attendant Complaints,0.6659999999999999,American,,Lauren_Nann,,0,@AmericanAir Gabriela in Miami is a very rude employee.Working the MIA-LGA check In. She made experience unpleasant. #customerexperience,"[25.79667815, -80.28050395]",2015-02-23 17:43:45 -0800,"Harrison, New York",Eastern Time (US & Canada) 570036187815149570,negative,0.657,Bad Flight,0.3548,American,,rkaradi,,0,@AmericanAir ok makes no sense tho Since you'll give me a free upgrade to first.,,2015-02-23 17:43:12 -0800,, 570035338925592577,negative,0.6804,Flight Booking Problems,0.3512,American,,redeyes313,,0,"@AmericanAir I didn't want to Cancelled Flight, I wanted to take someone off and keep my price. Held at 402, at 10am today 440, now 530",,2015-02-23 17:39:50 -0800,"Lake County, Illinois", 570034368086827008,negative,1.0,Customer Service Issue,1.0,American,,mikesnavely,,0,@AmericanAir it's not about the delay. It's about the communication.,,2015-02-23 17:35:58 -0800,"Austin, TX",Central Time (US & Canada) 570034112863608832,negative,1.0,Customer Service Issue,0.6599,American,,AChinRust,,0,"@AmericanAir would you like any additional details of my issue? Airport, flight, agent name? Or are you happy w/ this automated lip service?",,2015-02-23 17:34:57 -0800,, 570034025148108800,negative,0.7206,Late Flight,0.7206,American,,nf14jk,,0,@AmericanAir 3611 was supposed to depart at 5:10pm central. About ready to close the door at 7:34pm central.,,2015-02-23 17:34:36 -0800,, 570033764044304385,positive,1.0,,,American,,maryella_green,,0,"@AmericanAir @maryella_green despite the inconvenience, the situation was handled quickly and we appreciate it very much!",,2015-02-23 17:33:34 -0800,Sassy southerner in Chicago,Central Time (US & Canada) 570033624306708481,positive,1.0,,,American,,sherscott,,0,@AmericanAir Absolutely!,,2015-02-23 17:33:01 -0800,Houston,Central Time (US & Canada) 570033439857979392,negative,1.0,Bad Flight,0.6954,American,,kathyjazztx,,0,@AmericanAir - cluster continues-still on connecting instead of direct..bag charged and seats not together. #shafted,,2015-02-23 17:32:17 -0800,, 570033429816999936,negative,1.0,Customer Service Issue,1.0,American,,StephFCampbell,,0,@AmericanAir @USAirways - I'm pregnant with twins and you're going to abandon me overnight in an airport? No hotel? When it's your fault?,,2015-02-23 17:32:15 -0800,"Kansas City, MO",Central Time (US & Canada) 570033259842801664,negative,1.0,Late Flight,1.0,American,,LunaStarwind,,0,@AmericanAir has no idea what they're doing. Delay 1 flight from 5pm to 7:40pm then delay another TO THE SAME DESTINATION @ THE SAME TIME.,,2015-02-23 17:31:34 -0800,"Menomonee Falls, WI, USA",Central Time (US & Canada) 570033099939184641,positive,1.0,,,American,,maryella_green,,0,"@AmericanAir @maryella_green just received it, actually. Thank you!!!!!!!!!",,2015-02-23 17:30:56 -0800,Sassy southerner in Chicago,Central Time (US & Canada) 570033000777457664,neutral,0.6677,,0.0,American,,NickWellen,,0,@AmericanAir are flights from Pensacola fl delayed flight 3670,,2015-02-23 17:30:32 -0800,Minnesota, 570032636657311744,neutral,0.7219,,0.0,American,,shaun_souza,,0,@AmericanAir the status on my itinerary says on request in red. What's that mean?,,2015-02-23 17:29:05 -0800,, 570032541933051904,negative,1.0,Lost Luggage,1.0,American,,vickky1319,,0,@AmericanAir have such a bad rep for loosing costumers luggage. I stopped flying them a while back.,,2015-02-23 17:28:43 -0800,Somewhere In The World...,Eastern Time (US & Canada) 570032010145607680,neutral,0.6804,,0.0,American,,msofka,,0,@AmericanAir @jokerunning this happened to me too!!!,,2015-02-23 17:26:36 -0800,"Cleveland, OH",Central Time (US & Canada) 570031758546063361,negative,1.0,Customer Service Issue,1.0,American,,msofka,,0,@AmericanAir why did you drop my call. Why don't you have more people answering phones? Why is it always high call volume when I call,,2015-02-23 17:25:36 -0800,"Cleveland, OH",Central Time (US & Canada) 570031615130394624,positive,0.6708,,,American,,Princessk91,,0,@AmericanAir thanks 😩. idk if it still Late Flight but I hope I get it tonight 😭,,2015-02-23 17:25:02 -0800,☀️SoFla☀️,Atlantic Time (Canada) 570031138913329152,negative,1.0,Customer Service Issue,0.6887,American,,jokerunning,,0,@AmericanAir I can't work with them if the call gets cut off while I'm still holding..... Is DFW looking any better tomorrow?,,2015-02-23 17:23:08 -0800,South Wales,London 570030165788459010,negative,1.0,Late Flight,1.0,American,,contactcej,,0,@AmericanAir u didn't give an answer why the flight delayed so long. and how do u compensate missing my other flights Lima to Cuzco??,,2015-02-23 17:19:16 -0800,, 570029599930880000,neutral,1.0,,,American,,adams_jaco,,0,@AmericanAir can you help me update a birthday that was incorrectly input in a reservation? This is preventing me from checking in,,2015-02-23 17:17:01 -0800,, 570029442514333698,negative,1.0,Customer Service Issue,1.0,American,,TinaHovsepian,,0,@AmericanAir yep as I saidi feel sorry for you that you have to run their account how embarrassing for you,,2015-02-23 17:16:24 -0800,North Hollywood, 570028289399525376,negative,1.0,Lost Luggage,0.6777,American,,Captain_A_Hab,,0,@AmericanAir TSA said there is nothing they could do. But the question is why are your employee's swapping your customers belongings?,,2015-02-23 17:11:49 -0800,"Charlotte,NC", 570028125024706561,negative,1.0,Late Flight,0.6629,American,,msofka,,0,"@AmericanAir now I have to wait ""more than 60 minutes""","[41.45875201, -81.86775899]",2015-02-23 17:11:10 -0800,"Cleveland, OH",Central Time (US & Canada) 570028083606122497,positive,1.0,,,American,,LSlay19,,0,"@AmericanAir thanks, me too",,2015-02-23 17:11:00 -0800,"NC by day, DC by night....",Quito 570027031326535680,negative,0.7038,Flight Booking Problems,0.3613,American,,theresa_harrell,,0,@AmericanAir I need assistance reFlight Booking Problems a flight from dfw to lit,"[36.29164025, -94.11796975]",2015-02-23 17:06:49 -0800,,Central Time (US & Canada) 570026470741032961,negative,0.642,Late Flight,0.642,American,,cubexg,,0,"@AmericanAir Just took off. Sitting with someone who is scheduled on Buenos ares out of JFK,not sre if he will make it. R thy holding plane?",,2015-02-23 17:04:35 -0800,New York,Eastern Time (US & Canada) 570025681062633472,neutral,1.0,,,American,,lizzybethc,,0,"@AmericanAir the dinner and called me ""hon"". Not the service I would expect from 1st class. #disappointed",,2015-02-23 17:01:27 -0800,"Seattle, WA",America/Los_Angeles 570025428095770624,neutral,1.0,,,American,,lizzybethc,,0,"@AmericanAir upgraded to 1st class. Inquired about red wine. ""Sauvignon blanc & I can't pronounce the other one."" Couldn't describe...",,2015-02-23 17:00:27 -0800,"Seattle, WA",America/Los_Angeles 570024324666564610,negative,1.0,Customer Service Issue,0.6927,American,,garytx,,3,".@AmericanAir No. I watched these bags be abandoned at depart gate. Watched for >40 mins until owner returned, 20+ mins after I reported",,2015-02-23 16:56:04 -0800,"Austin, Texas area",Central Time (US & Canada) 570022265343123456,positive,1.0,,,American,,MarkMan23,,0,@AmericanAir everything for sorted out. Thanks for the help. Excited to get home tonight!,,2015-02-23 16:47:53 -0800,"San Diego, CA",Pacific Time (US & Canada) 570021871577477120,negative,1.0,Can't Tell,0.6601,American,,chagaga2013,,0,@AmericanAir my Mistake multibillion dollar company,,2015-02-23 16:46:19 -0800,new york city,Central Time (US & Canada) 570021795123699712,negative,1.0,Customer Service Issue,0.6688,American,,fsugoldy,,0,@AmericanAir why would it take that long? My credit card company says the card hasn't been charged yet. Should it take 5 days for this?,,2015-02-23 16:46:01 -0800,Ft. Lauderdale,Central Time (US & Canada) 570021682569555968,negative,1.0,Late Flight,0.684,American,,chagaga2013,,0,@AmericanAir for our delays !!! I'm out of more money because of you,,2015-02-23 16:45:34 -0800,new york city,Central Time (US & Canada) 570021599392329728,negative,1.0,Flight Attendant Complaints,0.3764,American,,chagaga2013,,0,"@AmericanAir I have got a flight for The next day !! What about a credit ! You guys are a multimillion dollar company give us back a Credit",,2015-02-23 16:45:14 -0800,new york city,Central Time (US & Canada) 570021329065394176,negative,1.0,Customer Service Issue,1.0,American,,FunNateofPMG,,0,@AmericanAir dont send me a tweet to cover your social media complaints. How about sending me a message with a way to resolve?!?! #CustServ,,2015-02-23 16:44:09 -0800,,Quito 570021225323298816,negative,1.0,Customer Service Issue,0.669,American,,chagaga2013,,0,"@AmericanAir @barrettkarabis what a joke you can mail The receipt !! Yet. We can't mail Them A payment and fly before hand right",,2015-02-23 16:43:45 -0800,new york city,Central Time (US & Canada) 570021054015541248,negative,0.6659,Can't Tell,0.6659,American,,djjohnpayne,,0,@AmericanAir No. It does. You could not be more wrong. http://t.co/66NXZhBbMT,,2015-02-23 16:43:04 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 570020117284724737,positive,1.0,,,American,,mikeschmenger,,0,@AmericanAir keep up the good work. Got me to my destination safe and on time today,,2015-02-23 16:39:21 -0800,, 570019099268358144,negative,1.0,Can't Tell,0.6496,American,,redeyes313,,1,"@AmericanAir Why doesn't anyone make a better effort to retain customers. It should be an easy fix, I just want to travel AA.",,2015-02-23 16:35:18 -0800,"Lake County, Illinois", 570018532727103489,negative,1.0,Customer Service Issue,0.64,American,,AChinRust,,0,@AmericanAir btr trained gate agts. Im a frequent flyer & have nvr had issue w/my bag 2day I was forced 2 gate check while priority boarding,,2015-02-23 16:33:03 -0800,, 570018285544206337,negative,1.0,Lost Luggage,1.0,American,,sammi2943,,1,@AmericanAir misplaced my bag 36 hr ago and can't tell me where it is. I've lost $1000 of stuff :( #AmericanAirlines #unamericanairlines,,2015-02-23 16:32:04 -0800,, 570017905879986176,negative,1.0,Cancelled Flight,1.0,American,,shelia_talia,,0,@AmericanAir Cancelled Flightled two flights from Miami to Nashville yesterday and could not get me on a flight for 3-4 days. #Southwestairwasthere,,2015-02-23 16:30:33 -0800,, 570017867342725121,negative,1.0,Lost Luggage,1.0,American,,Wswallace1,,0,"@AmericanAir lost 3 pieces of our bags, haven't delivered them in 36 hours, lied that they were delivered, and still no refund. Never again",,2015-02-23 16:30:24 -0800,, 570017634495787009,negative,1.0,Late Flight,1.0,American,,nf14jk,,0,@AmericanAir improve Envoy's performance. 5th trip through ORD in 2015 I've been delayed for hours because of Envoy. I could drive faster!,,2015-02-23 16:29:29 -0800,, 570017101097934849,negative,1.0,Cancelled Flight,1.0,American,,melindaeasley,,0,@AmericanAir two Cancelled Flightled LGA flights. Both by @Delta took off. Looks like I have a new carrier @Delta!,"[35.87658269, -78.79254351]",2015-02-23 16:27:21 -0800,Manhattan ,Eastern Time (US & Canada) 570016890996666368,positive,0.6621,,0.0,American,,PareshRP,,0,@AmericanAir Lady at B1 ABQ for 5347 on 2/23 was of a great service to all among several Cancelled Flightlations,,2015-02-23 16:26:31 -0800,"Charlotte, NC",Eastern Time (US & Canada) 570016770708283392,negative,1.0,Flight Booking Problems,0.6347,American,,msofka,,0,@AmericanAir any ways to get through the 50 minute wait to book a flight?,"[41.45847861, -81.86764536]",2015-02-23 16:26:03 -0800,"Cleveland, OH",Central Time (US & Canada) 570016517829623808,neutral,0.6598,,0.0,American,,waynebevan,,0,@AmericanAir Can you provide guidance on how I should work with them to resolve the issue,,2015-02-23 16:25:02 -0800,,Alaska 570015876902232064,negative,1.0,Can't Tell,0.6632,American,,whyemes,,0,"@AmericanAir Really?They closed the gate at 10:30 instead of40.I got there at 10:39. If u wudda put in my ktn like I asked, I wudda made it.",,2015-02-23 16:22:30 -0800,, 570015527961272321,negative,1.0,Customer Service Issue,0.6776,American,,jokerunning,,0,"@AmericanAir trying to change flight via DFW tomorrow, can't get thru on phone, long wait then cut off x2, can you help please?",,2015-02-23 16:21:06 -0800,South Wales,London 570015432750399488,positive,1.0,,,American,,flemmingerin,,0,@AmericanAir thanks for following up- it finally worked!! Fingers crossed the new flight works.,,2015-02-23 16:20:44 -0800,San Diego, 570015279654293505,negative,1.0,Late Flight,0.6782,American,,StevenCWaters,,0,@AmericanAir stuck on the tarmac in CLT because the our gate is not open. Hope I don't miss my connection.... #logistics #AmericanView,,2015-02-23 16:20:07 -0800,Winterville NC, 570014637397295104,negative,1.0,Customer Service Issue,0.6883,American,,StephanSDalal,,0,"@AmericanAir I waited on hold for two hours, only to have my call. Really unreliable.",,2015-02-23 16:17:34 -0800,, 570014602903339008,positive,0.7007,,,American,,susan2312,,0,@AmericanAir Was not on board you today just watched report unfold on Twitter but still am very proud!,,2015-02-23 16:17:26 -0800,"Hants/Surrey, UK",London 570014299625787392,negative,1.0,Late Flight,0.7004,American,,JeremyDDickey,,0,@AmericanAir now a delay to the rebooked flight?!,,2015-02-23 16:16:14 -0800,"Washington, D.C.",Eastern Time (US & Canada) 570013289188630529,negative,1.0,Customer Service Issue,1.0,American,,ashritt,,0,@AmericanAir after several miss communications I was able to get to ORD but I am not home yet and not sure I will get there due to her error,,2015-02-23 16:12:13 -0800,"Iowa City, IA",Eastern Time (US & Canada) 570013116857237505,neutral,0.3498,,0.0,American,,runsammrun,,0,@AmericanAir um no just hanging out what’s new w you?,"[0.0, 0.0]",2015-02-23 16:11:32 -0800,NYC - Miami - Chicago,Eastern Time (US & Canada) 570011304221667328,negative,1.0,Customer Service Issue,0.6194,American,,ItsJustJill,,2,"@AmericanAir Hey, AA! There was a mistake made by your CR on my Flight Booking Problems. When I call your reservations #, I keep getting hung up on. Advise.",,2015-02-23 16:04:19 -0800,"Dallas, or sometimes Detroit", 570011216313131008,negative,0.6748,Customer Service Issue,0.3521,American,,frqnttraveler,,0,@AmericanAir emailed AAdvantage for status match ... still waiting. Can't wait to move from @united but help me out here :),,2015-02-23 16:03:58 -0800,california, 570010327036735488,negative,0.659,Lost Luggage,0.3415,American,,Princessk91,,0,@AmericanAir I'll try to have a great week once I receive it 😩😭💔,,2015-02-23 16:00:26 -0800,☀️SoFla☀️,Atlantic Time (Canada) 570009856851222529,negative,1.0,Bad Flight,1.0,American,,nopunsforrori,,0,@AmericanAir not having pillows or blankets or a flight home for 40 people does bad things to my hair,,2015-02-23 15:58:34 -0800,"Ithaca, NY",Eastern Time (US & Canada) 570009228867293185,negative,1.0,Can't Tell,0.3534,American,,monumentsinking,,0,@AmericanAir What are we going to do about the nightmare you guys out me through yesterday? Zero response from the tweet you last sent me.,,2015-02-23 15:56:05 -0800,PDX JFK SFO BDL,Pacific Time (US & Canada) 570009017625526273,negative,1.0,Customer Service Issue,0.6113,American,,ariefriedheim,,0,@AmericanAir I tried site & doesnt allow me. Same reason why I wasn't allowed to board this morning. Will try diff airline for work trips,,2015-02-23 15:55:14 -0800,"New York, NY",Eastern Time (US & Canada) 570009008817500160,negative,1.0,Customer Service Issue,1.0,American,,ollypop15,,0,@AmericanAir I bought a plane ticket 2 months ago and still haven't received my flight info and ticket in my email when it will come?,,2015-02-23 15:55:12 -0800,, 570008958691364864,negative,1.0,Flight Attendant Complaints,1.0,American,,Robin_Downing,,0,"@AmericanAir your DCA baggage claim employees should realize a please, a thank you and an apology can go a long way #customerservice #DCA",,2015-02-23 15:55:00 -0800,,Eastern Time (US & Canada) 570008661885526016,negative,1.0,Customer Service Issue,0.6958,American,,MaryHan28,,0,@AmericanAir 2/2 You took cost for both flights out of my bank account. Now I can't get a refund for 2 weeks? I have been a loyal customer.,,2015-02-23 15:53:49 -0800,, 570008179280646146,negative,1.0,Can't Tell,0.3636,American,,egk7,,0,@AmericanAir I took the day off from work and drove 9 hours round trip to rescue my daughter and 3 other students from LaGuardia. Thanks!,,2015-02-23 15:51:54 -0800,, 570007852724699136,negative,1.0,Can't Tell,0.6942,American,,vickyyp__,,0,@AmericanAir you're airline is ridiculous,"[41.97367122, -87.89700781]",2015-02-23 15:50:36 -0800,,Alaska 570007830083854338,negative,1.0,Customer Service Issue,1.0,American,,egk7,,0,@AmericanAir the group of minor children were broken up into groups. Some still in Miami. Delta has much better customer service!,,2015-02-23 15:50:31 -0800,, 570007324380631040,neutral,1.0,,,American,,HargobindV,,0,@AmericanAir Is there a way I can get a record of all the flights I've taken with you?,,2015-02-23 15:48:31 -0800,"Kansas City, Missouri",Central Time (US & Canada) 570006834674835456,positive,1.0,,,American,,CorsoSystems,,0,"@AmericanAir Thank you for the response, we got it resolved at the counter.",,2015-02-23 15:46:34 -0800,"Chicago, IL", 570006830405046272,negative,1.0,Late Flight,1.0,American,,samoss58,,0,"@AmericanAir that's the one. My original arrival time was 10:14am, after all said and done I may be there by 9:19pm central. Not impressed.",,2015-02-23 15:46:33 -0800,, 570006768681492481,negative,1.0,Cancelled Flight,1.0,American,,PervezNabil,,0,@AmericanAir My flight 1389 from Las Vegas to DFW was Cancelled Flightled! I've been on hold forever and I still have not spoken to anyone! Pls Help,,2015-02-23 15:46:18 -0800,"Frisco, Texas",Eastern Time (US & Canada) 570006737190854656,negative,1.0,Customer Service Issue,1.0,American,,UllCon,,0,"@AmericanAir every time I try to call, it tells me to try again Late Flightr and just hangs up.",,2015-02-23 15:46:11 -0800,"Michigan, US",Quito 570006707935571969,negative,1.0,Flight Booking Problems,0.6553,American,,JeremyDDickey,,0,@AmericanAir rebooked into a different airport. Throwing a wrench into plans 👀,,2015-02-23 15:46:04 -0800,"Washington, D.C.",Eastern Time (US & Canada) 570006301968867328,negative,1.0,Can't Tell,1.0,American,,PhilipStafford,,0,@AmericanAir crew did the best they could but it was out of their control. You only get one chance of a honeymoon & you failed miserably,,2015-02-23 15:44:27 -0800,"Tampa, Florida", 570006028864999424,negative,0.6422,Customer Service Issue,0.6422,American,,judyatpan,,0,"@AmericanAir Thx, someone picked up after 45 minutes",,2015-02-23 15:43:22 -0800,"Oakland, CA",Pacific Time (US & Canada) 570004771496714241,negative,0.7135,Bad Flight,0.7135,American,,PhilipStafford,,0,@AmericanAir overbooked business class from Mia to uvf - after being in the correct seat we were moved back to economy on our special day,,2015-02-23 15:38:22 -0800,"Tampa, Florida", 570004519679074304,positive,0.7066,,,American,,Darth_Roo,,0,@AmericanAir no kidding! Gonna take some beating on the apron... And there are some good lookin' planes out there!,,2015-02-23 15:37:22 -0800,Somewhere on Tyneside,London 570003289326157824,negative,1.0,Can't Tell,0.6236,American,,GREATNESSEOA,,0,@AmericanAir that's unacceptable,,2015-02-23 15:32:28 -0800,McKinney TX, 570003144366792704,negative,1.0,Customer Service Issue,0.3432,American,,GREATNESSEOA,,0,@AmericanAir so what if I didn't have the funds to purchase another ticket? Your error would cause my family to miss the funeral,,2015-02-23 15:31:54 -0800,McKinney TX, 570003097554006016,negative,1.0,Customer Service Issue,0.6799,American,,chagaga2013,,0,@AmericanAir I have to miss a whole days worth of work tomorrow but I'm suree you guys don't care,"[35.17267919, -89.77001941]",2015-02-23 15:31:43 -0800,new york city,Central Time (US & Canada) 570002971678756865,negative,1.0,Late Flight,1.0,American,,chagaga2013,,0,@AmericanAir this is a big company should be happy to do something for a customer when now it's costing more for delays oh and did I mention,"[35.17282894, -89.76988366]",2015-02-23 15:31:13 -0800,new york city,Central Time (US & Canada) 570002805295095808,negative,0.7033,Flight Booking Problems,0.3663,American,,fsugoldy,,0,@AmericanAir I have a ticket that has been pending for 4 days. Is it normal to take that long?? I want to make sure there isn't a problem.,,2015-02-23 15:30:33 -0800,Ft. Lauderdale,Central Time (US & Canada) 570002679142854656,negative,1.0,Customer Service Issue,0.6809999999999999,American,,chagaga2013,,0,@AmericanAir and just bad cs! I will be back on @JetBlue at least when you stuck they look out for you and apologize for any trouble,"[35.17266822, -89.76993377]",2015-02-23 15:30:03 -0800,new york city,Central Time (US & Canada) 570002432375148544,negative,1.0,Customer Service Issue,0.662,American,,chagaga2013,,0,@AmericanAir for my delay and you know what I get a we don't credit anybody back a supervisor who cut me off when speaking,"[35.1728241, -89.76989935]",2015-02-23 15:29:04 -0800,new york city,Central Time (US & Canada) 570002269577441280,negative,0.7195,Can't Tell,0.3707,American,,chagaga2013,,0,@AmericanAir a free check bag a food comp a flying credit something to help out now that I'm an additional 200 dollars in the hole,"[35.17263842, -89.769988]",2015-02-23 15:28:25 -0800,new york city,Central Time (US & Canada) 570002236065116160,negative,1.0,Customer Service Issue,0.6699,American,,vairamo,,0,@AmericanAir yes I did but no response.,,2015-02-23 15:28:17 -0800,,Eastern Time (US & Canada) 570002186991763457,negative,1.0,Customer Service Issue,0.3536,American,,AMoChapman,,0,@AmericanAir my bags were checked through to Cancelled Flightled flight 362. When will they arrive in MKE? Not much help from grnd staff. Havoc in DFW,,2015-02-23 15:28:06 -0800,'Straya',Sydney 570002083832733696,negative,1.0,Lost Luggage,1.0,American,,raymackin,,0,"@AmericanAir I'd just like to know where my bag is, when I'll get it and why I don't have it already. No accountability from Cust Service.",,2015-02-23 15:27:41 -0800,,Eastern Time (US & Canada) 570002051108769792,negative,1.0,Cancelled Flight,1.0,American,,chagaga2013,,0,@AmericanAir I will never fly with you guys again! I am stuck in memphis another day. Called to be credit something anything,"[35.17279513, -89.76980671]",2015-02-23 15:27:33 -0800,new york city,Central Time (US & Canada) 570001483472756736,neutral,1.0,,,American,,davejmt,,0,@AmericanAir - don't be jealous. I live in Sydney and my T-shirt and jeans don't suit the office for work. I need suits and a warm jacket.,,2015-02-23 15:25:18 -0800,"ÜT: -37.82304,144.961311",Hawaii 570001418825949185,negative,1.0,Flight Booking Problems,1.0,American,,Rizzilient,,0,@AmericanAir @Rizzilient I booked tickets using miles and need to change the dates. Have been trying to get to an advantage rep 4 two days,,2015-02-23 15:25:03 -0800,, 570001282603229186,negative,1.0,Can't Tell,0.6453,American,,TinaHovsepian,,3,@AmericanAir is the company from hell with NO consideration for customers that give it hundreds of millions of dollars per year #SMH,,2015-02-23 15:24:30 -0800,North Hollywood, 570001183600812033,neutral,1.0,,,American,,murraysm,,0,@AmericanAir No snow in St. Louis. Cold but no snow. Hub flights welcome.,,2015-02-23 15:24:06 -0800,"St. Louis, Missouri USA",Central Time (US & Canada) 570001092206923776,negative,1.0,Lost Luggage,0.7033,American,,raymackin,,0,@AmericanAir Took a flight yesterday fron TPA-DFW-AUS. Bag went to IAH. Today bag went to IAH-DFW and then back to IAH. Still no bag!,,2015-02-23 15:23:45 -0800,,Eastern Time (US & Canada) 570000805626949633,negative,1.0,Customer Service Issue,1.0,American,,mcconnell_km,,0,@AmericanAir it is absolutely unacceptable. I have been calling all day and am hung up on every time. I just need a 5 minute bit of help!,,2015-02-23 15:22:36 -0800,Chicago!,Central Time (US & Canada) 570000777768345600,negative,1.0,Late Flight,1.0,American,,nf14jk,,0,"@AmericanAir - Envoy Airlines is a disgrace to the AA family. Nothing but delays and Cancelled Flightlations, week after week.",,2015-02-23 15:22:30 -0800,, 570000126636216320,negative,1.0,Customer Service Issue,0.7117,American,,drestuart,,0,"@AmericanAir It's not about weather, it's logistics. Why should I hold for 90 minutes when you called me? Why not get more desk agents?",,2015-02-23 15:19:54 -0800,I am from Internet!,Atlantic Time (Canada) 570000101654925312,neutral,0.6733,,0.0,American,,CineDrones,,0,@AmericanAir We've sent you more info via DM. I truly hope you resolve this very quickly. #media #filmcrew #cnn #nbc,,2015-02-23 15:19:48 -0800,"Orlando, FL ",Eastern Time (US & Canada) 569999640516370432,negative,1.0,Flight Booking Problems,0.6901,American,,redeyes313,,0,@AmericanAir I've never had anything bad to say until now. No love for faithful customers.,,2015-02-23 15:17:59 -0800,"Lake County, Illinois", 569999632920674304,negative,1.0,Flight Attendant Complaints,0.6999,American,,waynebevan,,0,@AmericanAir Also Agent not aware clearly of http://t.co/FWKJ49B1LE,,2015-02-23 15:17:57 -0800,,Alaska 569999295631527937,negative,1.0,Customer Service Issue,0.6805,American,,waynebevan,,0,@AmericanAir Additional fare cost $19.. Tix change price 195 UK Pounds ($304). $19 not the issue the 195 UK Pounds IS ! #badcustomerservice,,2015-02-23 15:16:36 -0800,,Alaska 569999091028983808,negative,0.6559999999999999,Flight Booking Problems,0.3477,American,,redeyes313,,0,"@AmericanAir I fly American because of family but severe weather excuse so I can't call to make change, why have a computer if u cant modify",,2015-02-23 15:15:48 -0800,"Lake County, Illinois", 569999076143423488,neutral,0.6575,,,American,,NRellas,,0,@AmericanAir amen!,,2015-02-23 15:15:44 -0800,Boston,Atlantic Time (Canada) 569998992475627521,negative,1.0,Customer Service Issue,1.0,American,,waynebevan,,0,"@AmericanAir No Meelan did not afford a supervisor to be included in the conversation, pls check the rec of the call #badcustomerservice",,2015-02-23 15:15:24 -0800,,Alaska 569998668775862272,negative,1.0,Flight Booking Problems,0.3764,American,,redeyes313,,0,"@AmericanAir I had it until last night, but because ""severe weather"" I could make the needed changes and now fair goes up 150 each.",,2015-02-23 15:14:07 -0800,"Lake County, Illinois", 569998120999759872,positive,0.6826,,0.0,American,,EarlGrice,,0,@AmericanAir Thanks to AA for the upgrade today and getting me on a new flight after my first one was Cancelled Flightled!,,2015-02-23 15:11:56 -0800,Lee's Summit,Central Time (US & Canada) 569997655713173504,negative,1.0,Customer Service Issue,1.0,American,,AsianInTheSun,,0,"@AmericanAir has the worst flight change policy. No mercy, no sympathy, such a bummer when you can't go to funerals or see friends bc of it.",,2015-02-23 15:10:05 -0800,"New York, New York",Eastern Time (US & Canada) 569997258772455424,negative,0.6784,Can't Tell,0.6784,American,,joseglopez00,,0,@AmericanAir what's done is done. Not much you can do at this point. Trip is already over.,,2015-02-23 15:08:31 -0800,"Springfield, MO",Central Time (US & Canada) 569997215453855744,neutral,0.6769,,0.0,American,,runsammrun,,0,@AmericanAir basically u right now http://t.co/IN24Bpb7dw,"[0.0, 0.0]",2015-02-23 15:08:20 -0800,NYC - Miami - Chicago,Eastern Time (US & Canada) 569997196298293249,neutral,1.0,,,American,,jetsetterprob,,0,"@AmericanAir #epicfail on connections in #Chicago today, extremely disappointed w/ unaccommodating customer service, rethinking loyalty 😐",,2015-02-23 15:08:16 -0800,Brooklyn to Across the Globe, 569996776436068354,neutral,0.6778,,0.0,American,,leahstokes,,0,@AmericanAir well I'm flying @JetBlue instead - for free! Their credits actually work.,,2015-02-23 15:06:36 -0800,"Cambridge, MA, USA",Eastern Time (US & Canada) 569996647100346368,negative,1.0,Customer Service Issue,1.0,American,,shelleyward73,,0,@AmericanAir just messaged you. Please have someone contact us immediately.,,2015-02-23 15:06:05 -0800,OREGON,Pacific Time (US & Canada) 569996479416438784,negative,0.6406,Can't Tell,0.6406,American,,nathanwoodward,,0,@AmericanAir why can't @dfwairport have the capability to spread salt on a runway?!,,2015-02-23 15:05:25 -0800,"Dallas, TX, USA",Central Time (US & Canada) 569995513623408641,negative,1.0,Late Flight,0.6596,American,,samoss58,,0,"@AmericanAir 3349, was supposed to be in little rock at 10am this morning.",,2015-02-23 15:01:35 -0800,, 569995335893848064,neutral,0.639,,,American,,scottfmurphy,,0,@AmericanAir boom. http://t.co/PzGc6Jch7n,,2015-02-23 15:00:52 -0800,"New York, NY",Central Time (US & Canada) 569995212296200192,negative,1.0,Customer Service Issue,1.0,American,,amydresnick,,0,"@AmericanAir already spoke to that line, unwilling to help - really poor support #hitawall",,2015-02-23 15:00:23 -0800,, 569994134997610496,positive,1.0,,,American,,brianvautour,,0,@AmericanAir first ride on new 737-800 with new interior and in seat video. Nice improvement! #Newplanesmell http://t.co/dJJjN9sLHT,,2015-02-23 14:56:06 -0800,Preferably on a plane,America/Los_Angeles 569994090147909632,positive,1.0,,,American,,deongordon,,0,@AmericanAir No worries at all. Y’all have a good one!!,,2015-02-23 14:55:55 -0800,"birmingham, usa",Central Time (US & Canada) 569993908324663296,neutral,0.6654,,,American,,kiasuchick,,0,"@AmericanAir Yes, thanks I found those, didn't see the gray tab at first :)",,2015-02-23 14:55:12 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569993494715977728,negative,0.7004,Late Flight,0.3686,American,,SenorIanAllan,,0,@AmericanAir but seriously if my cats dead I'm going to be pissed/very thankful because it is evil and wants my soul,,2015-02-23 14:53:33 -0800, NYC,Central Time (US & Canada) 569993218730934273,negative,1.0,Damaged Luggage,0.3769,American,,SamuelMondo,,0,"@AmericanAir not only on both legs did I have damaged seat, u damaged an expensive case and not offered anything.Just an apology 6wks Late Flightr!",,2015-02-23 14:52:27 -0800,Manchester,London 569993098023063552,negative,1.0,Customer Service Issue,1.0,American,,GREATNESSEOA,,0,@AmericanAir @USAirways I've tried to be understanding and let you handle the situation but I guess I was wrong about that,,2015-02-23 14:51:59 -0800,McKinney TX, 569992886256832512,negative,1.0,Customer Service Issue,1.0,American,,GREATNESSEOA,,0,@AmericanAir @USAirways over an hour on the phone the best you can tell me is it was sent maybe my bank misplaced it...,,2015-02-23 14:51:08 -0800,McKinney TX, 569992815624781824,neutral,1.0,,,American,,2tsieRole,,0,"@AmericanAir My chariot tonight. From this angle it looks like a 787, no? http://t.co/3ZZKQWWbJz",,2015-02-23 14:50:51 -0800,I'm everywhere.,Brasilia 569992712117747712,negative,1.0,Can't Tell,0.6716,American,,GREATNESSEOA,,0,@AmericanAir @USAirways day has come where I was suppose to get my money back from you but my bank hasn't received anything but after,,2015-02-23 14:50:27 -0800,McKinney TX, 569992708447711232,negative,1.0,Customer Service Issue,0.6858,American,,Africanbeauteee,,0,@AmericanAir no I will be calling corporate!,,2015-02-23 14:50:26 -0800,,Quito 569992602025644034,negative,1.0,Damaged Luggage,0.6663,American,,SamuelMondo,,0,@AmericanAir cannot understand how you are part of oneworld all other member treat their customers fairly #tcf #oldplanes #damageluggage,,2015-02-23 14:50:00 -0800,Manchester,London 569992310563450880,negative,1.0,Customer Service Issue,0.6638,American,,SamuelMondo,,0,@AmericanAir probs the worst customer service ever. Replied to complaint I submitted 6 weeks ago bout damaged bag... Not even replacing it!,,2015-02-23 14:48:51 -0800,Manchester,London 569991566087073792,negative,1.0,Customer Service Issue,1.0,American,,vairamo,,0,@AmericanAir I Cancelled Flightled my ticket and is taking two months ++ to refund and still waiting!,,2015-02-23 14:45:53 -0800,,Eastern Time (US & Canada) 569990481452539904,neutral,1.0,,,American,,HanlonBrothers,,0,@AmericanAir New marketing song? https://t.co/F2LFULCbQ7 let us know what you think? http://t.co/NBZkhiZF3V,,2015-02-23 14:41:35 -0800,"Gold Coast, Australia",Brisbane 569990229576196098,negative,0.6749,Can't Tell,0.3599,American,,ebaska225,,0,@AmericanAir thanks! I hope we get movies. Tv's were broke on the flight over,,2015-02-23 14:40:35 -0800,, 569989697449140224,negative,1.0,Customer Service Issue,0.7066,American,,leahstokes,,0,@AmericanAir thanks for being entirely unhelpful and wasting hours of my time today,,2015-02-23 14:38:28 -0800,"Cambridge, MA, USA",Eastern Time (US & Canada) 569989598388084736,negative,0.65,Cancelled Flight,0.3269,American,,leahstokes,,0,Well @AmericanAir we won't be flying you. Rebooked on Jetblue. With credits (that actually work) it was free!,,2015-02-23 14:38:04 -0800,"Cambridge, MA, USA",Eastern Time (US & Canada) 569989551051177984,negative,1.0,Damaged Luggage,0.6579,American,,CineDrones,,0,@AmericanAir check on what? Our broken tablet! See attached picture. #media #filmcrew #nbc #cnn http://t.co/Uq2ooPjPwg,,2015-02-23 14:37:53 -0800,"Orlando, FL ",Eastern Time (US & Canada) 569989330057342977,neutral,1.0,,,American,,hellodukesy,,0,@AmericanAir originating at SFO and going to LAX.,,2015-02-23 14:37:00 -0800,San Francisco,Pacific Time (US & Canada) 569989252613689344,negative,1.0,Customer Service Issue,1.0,American,,hellodukesy,,0,@AmericanAir been calling all morning. Still can't get through. I need to chge a flight that is this week!!!!!,,2015-02-23 14:36:42 -0800,San Francisco,Pacific Time (US & Canada) 569988849608364032,neutral,1.0,,,American,,jckaufman,,0,@AmericanAir You guys are the talk of the Americans down here in Ecuador! Read this! https://t.co/5ON3KlzVMT,,2015-02-23 14:35:06 -0800,"Cuenca, Azuay, Ecuador",Central Time (US & Canada) 569988479540695040,negative,1.0,Customer Service Issue,0.6776,American,,ekatz24,,1,@AmericanAir should prob give me a refund since they made me miss my flight waiting to talk to someone for 3 hours... http://t.co/4SFpcbyy9m,,2015-02-23 14:33:38 -0800,,Central Time (US & Canada) 569988207489777664,neutral,0.6641,,0.0,American,,Andyba25,,0,@AmericanAir I've tried...its @USAirways anyway,,2015-02-23 14:32:33 -0800,South, 569988016074149889,negative,0.6952,Customer Service Issue,0.6952,American,,kanne822,,0,"@AmericanAir oh I did. All I received back was an email saying "" delays happen"".. Uh huh..",,2015-02-23 14:31:47 -0800,"Gilbert, AZ",Arizona 569987992858836992,negative,0.6991,Flight Booking Problems,0.6991,American,,UllCon,,0,@AmericanAir How do I place it on hold and complete payment? I don't see any way to do that from my reservations page.,,2015-02-23 14:31:42 -0800,"Michigan, US",Quito 569986978684362753,negative,1.0,Customer Service Issue,1.0,American,,ShannonRuetsch,,0,@AmericanAir Bad weather happens. But not being able to get through to a reservations rep for over 6 hours is just crazy. #frustrated,,2015-02-23 14:27:40 -0800,NYC,Eastern Time (US & Canada) 569986326168268800,neutral,0.6873,,0.0,American,,hoagy10,,0,@AmericanAir Flight Get Me Out Of Chicago.,,2015-02-23 14:25:04 -0800,,Central Time (US & Canada) 569986246648442881,negative,1.0,Customer Service Issue,1.0,American,,T_Money84,,0,@AmericanAir why are customer svc reps unable to handle calls. Is there a 24hrs Cancelled Flightlation policy? Booked yesterday need to Cancelled Flight,,2015-02-23 14:24:45 -0800,DMV,Eastern Time (US & Canada) 569986129820196864,negative,1.0,Lost Luggage,0.3478,American,,pantsasnapkins,,0,@AmericanAir Bad weather is understandable but your own pilot said that over 160 people called out and that ZERO bags are on the plane.,,2015-02-23 14:24:17 -0800,"The Specific Ocean ", 569985685723209730,negative,1.0,Lost Luggage,0.6491,American,,GrrraceSM,,0,"@AmericanAir yep,filed a claim at Heathrow yesterday. We were promised a call this morning with an update, but got nothing.",,2015-02-23 14:22:31 -0800,London, 569984380061351936,negative,1.0,Customer Service Issue,1.0,American,,shelleyward73,,0,@AmericanAir why is does it seem to be impossible to contact anyone at your airline to get an item left on board a plane 5 min after deplane,,2015-02-23 14:17:20 -0800,OREGON,Pacific Time (US & Canada) 569984339800416256,negative,0.6402,Lost Luggage,0.6402,American,,reebokpumped,,0,@AmericanAir you flew me into Chi instead and I got a ride to MKE. U said my bags would go to MKE today. Is it on the Cancelled Flightled flight tho?,,2015-02-23 14:17:11 -0800,Milwaukee,Central Time (US & Canada) 569983967467868161,negative,1.0,Late Flight,0.6878,American,,cubexg,,0,@AmericanAir stuck at gate Miami to JFK flight 1510. Are we going to get out of here tonight? Very frustrating,,2015-02-23 14:15:42 -0800,New York,Eastern Time (US & Canada) 569983854464921601,negative,1.0,Customer Service Issue,1.0,American,,hamms6,,0,@AmericanAir I understand they're busy & doing their best. My frustration is an automated call changing my flight w/o allowing me to talk,,2015-02-23 14:15:15 -0800,PNW,Pacific Time (US & Canada) 569983373378252800,negative,0.6984,Customer Service Issue,0.6984,American,,GabrielleRubyM,,0,@AmericanAir HELP U said ud chnge our retrn flght since we missed our connection Sat & now ur not pickng up the phone.Only hve 18 hrs left!,,2015-02-23 14:13:20 -0800,"Washington, D.C", 569983093341347842,negative,1.0,Customer Service Issue,1.0,American,,msc9004,,0,@AmericanAir has been almost a month and still no response to my online complaint/questions. Out $300 because of it.,,2015-02-23 14:12:13 -0800,NYC,Atlantic Time (Canada) 569983030108024833,negative,1.0,Customer Service Issue,0.6613,American,,Rizzilient,,0,@AmericanAir bad weather happens but lack of preparation is inexcusable. Depending on good weather is not a good business model.,,2015-02-23 14:11:58 -0800,, 569982323598368768,negative,1.0,Late Flight,1.0,American,,jasemccarty,,0,@AmericanAir how is US4623 going to be on time when they are still deplaning at 4:08? This is BS.,,2015-02-23 14:09:10 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569981968655519744,neutral,1.0,,,American,,leahstokes,,0,"@AmericanAir so, what should he do next exactly?!",,2015-02-23 14:07:45 -0800,"Cambridge, MA, USA",Eastern Time (US & Canada) 569981947612676096,positive,0.6749,,0.0,American,,deongordon,,0,@AmericanAir Flight for tomorrow was Cancelled Flightled. New one booked. Seats taken care of. Just a tweet to commend you all on the service. Thanks!,,2015-02-23 14:07:40 -0800,"birmingham, usa",Central Time (US & Canada) 569981899332059136,negative,1.0,Customer Service Issue,1.0,American,,leahstokes,,0,@AmericanAir instead they yelled at him and told him to call a number that will not pick up due to call volume,,2015-02-23 14:07:29 -0800,"Cambridge, MA, USA",Eastern Time (US & Canada) 569981722470834176,negative,1.0,Customer Service Issue,0.6554,American,,leahstokes,,0,@AmericanAir he is at the Boston airport. There is a problem. The agents will not honor the voucher because one number is rubbed out.,,2015-02-23 14:06:47 -0800,"Cambridge, MA, USA",Eastern Time (US & Canada) 569981614543007747,neutral,1.0,,,American,,KestrelEng,,0,@AmericanAir See photo of B787 scale model & our PN 320008A wheel deflator specified in Chapter 32 of B787 AMM. http://t.co/kfD4WQRkLW,,2015-02-23 14:06:21 -0800,"Dublin, Ireland ", 569981473060560896,negative,1.0,Late Flight,1.0,American,,jasemccarty,,0,@AmericanAir I guess it is more BS AirportCardio given you cannot have an on time flight,,2015-02-23 14:05:47 -0800,BTR/DCA/IAD/MSY - etc,Central Time (US & Canada) 569980963926765568,neutral,1.0,,,American,,KestrelEng,,0,@AmericanAir See photo of 787 model & our PN 320008A wheel deflator specified in Chapter 32 of B787 AMM. http://t.co/oilnCfWEyg,,2015-02-23 14:03:46 -0800,"Dublin, Ireland ", 569980695184957441,negative,1.0,Customer Service Issue,0.6371,American,,TejasGooner,,0,@AmericanAir you should really explain customer service to your gate agent for 1152 at C4. Couldn't be bothered.,,2015-02-23 14:02:42 -0800,The Republic of Texas,Central Time (US & Canada) 569980631548973057,negative,0.6613,Cancelled Flight,0.6613,American,,dustinpjones,,0,"@AmericanAir my wife was on a flt from BRO to TUL via DFW that was Cancelled Flighted. Bought an SWA flight to get her home. Partial refund,DM me plz?",,2015-02-23 14:02:26 -0800,"Bartlesville, OK",Central Time (US & Canada) 569980365386809344,negative,1.0,Customer Service Issue,0.6575,American,,redeyes313,,0,"@AmericanAir I've been trying to get through to reservations since yesterday to make a change to a reservation hold, when will it be up?",,2015-02-23 14:01:23 -0800,"Lake County, Illinois", 569980358206361601,negative,1.0,Late Flight,0.6639,American,,drinkmud,,0,@AmericanAir thanks - I miss my dog and this delay is costing me a lot of money.,,2015-02-23 14:01:21 -0800,Present ,Eastern Time (US & Canada) 569979612865925120,positive,0.6527,,0.0,American,,Princessk91,,0,"@AmericanAir yes, it says it should be deliver within 6 hours after pick up line.",,2015-02-23 13:58:24 -0800,☀️SoFla☀️,Atlantic Time (Canada) 569978804690669569,negative,1.0,Customer Service Issue,0.6387,American,,DCrunner926,,0,@AmericanAir I still can't get through to change my flight. This is really important plz help!,,2015-02-23 13:55:11 -0800,Washington DC,Eastern Time (US & Canada) 569978315072610304,neutral,1.0,,,American,,DigitalEdMom,,0,@AmericanAir 3127. Just landed in LIT.,,2015-02-23 13:53:14 -0800,Wisconsin,Central Time (US & Canada) 569978312157589504,negative,1.0,Can't Tell,0.6781,American,,FNMacDougall,,0,"@AmericanAir I ended up emailing my #Complaint to customer.relations@aa.com, hope that works. #TravelProblems",,2015-02-23 13:53:13 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569978298765344769,negative,0.6163,Cancelled Flight,0.6163,American,,Rpavesio,,0,"@AmericanAir for tomorrow some sites show flight 1642 from ewr Cancelled Flightled, is it?",,2015-02-23 13:53:10 -0800,NYC, 569978119530029056,neutral,1.0,,,American,,soshoreqt,,0,@AmericanAir are pets allowed in first class?,,2015-02-23 13:52:28 -0800,,Eastern Time (US & Canada) 569977887136342016,negative,1.0,Lost Luggage,0.6427,American,,FunNateofPMG,,0,"@AmericanAir can lie to you about where your lost bag is, but we are suppose to trust them with our lives thousands of feet in the air...",,2015-02-23 13:51:32 -0800,,Quito 569977806320476160,negative,1.0,Customer Service Issue,0.6579999999999999,American,,roblasvegas,,0,@AmericanAir Can't help now as all seats have been taken. There has to be a way to handle high volume of call days.,,2015-02-23 13:51:13 -0800,Las Vegas,Pacific Time (US & Canada) 569977585003827200,negative,1.0,Customer Service Issue,0.6949,American,,fantacychristin,,0,@AmericanAir the worst first class boarding service I ever had.,"[41.97417744, -87.9004223]",2015-02-23 13:50:20 -0800,,Eastern Time (US & Canada) 569977521690669056,negative,1.0,Bad Flight,1.0,American,,DavidVing,,0,@AmericanAir most disgusting chicken entree I've ever seen. Your standards have seriously nosedived. #NewAmerican http://t.co/56eSsfOOwt,,2015-02-23 13:50:05 -0800,, 569977357055864832,negative,1.0,Flight Booking Problems,1.0,American,,soshoreqt,,0,@AmericanAir im tryin to book a flight but cant get ahold of anyone!,,2015-02-23 13:49:26 -0800,,Eastern Time (US & Canada) 569976751205584896,neutral,1.0,,,American,,djjohnpayne,,0,@AmericanAir Am I upgraded on my next flight?,,2015-02-23 13:47:01 -0800,"Las Vegas, NV",Pacific Time (US & Canada) 569976628220182529,negative,1.0,Late Flight,1.0,American,,dinner_thoughts,,0,@AmericanAir finally at final destination but not w/o extra significant travel expenses & missed work. How can you resolve this experience?,,2015-02-23 13:46:32 -0800,"Boston, MA - Scottsdale, AZ",Eastern Time (US & Canada) 569976293573447682,neutral,0.6812,,0.0,American,,cmkest,,0,"@AmericanAir when changing dest city on an award for a reservation party of 4, is fee $150 for each pax or 150 for first and 25 for rest?",,2015-02-23 13:45:12 -0800,, 569976030708047872,positive,1.0,,,American,,AmySaunders19,,0,@AmericanAir Delaney and Shawn at DFW showed exceptional customer service today. Will happily choose AA whenever possible now! Thank you!,,2015-02-23 13:44:10 -0800,, 569975778953142272,negative,1.0,Customer Service Issue,1.0,American,,cbratch67,,0,@AmericanAir Another customer non service from you. If we waited for you to solve the problem we would miss the funeral. You suck!,,2015-02-23 13:43:09 -0800,, 569975659730051072,negative,1.0,Customer Service Issue,1.0,American,,RHFIT,,0,@AmericanAir already shared with them. Nothing done!,,2015-02-23 13:42:41 -0800,, 569975650691330048,negative,1.0,Late Flight,0.6545,American,,MDTwankyTwank,,0,@AmericanAir @kanne822 @SouthwestAir is better than AA.,,2015-02-23 13:42:39 -0800,"Greenbow, Alabama", 569975294158901248,negative,0.6714,Customer Service Issue,0.6714,American,,MusseZam,,0,"@AmericanAir I really can't there though to an agent, and I am worried about my reservation. Can you help me out!",,2015-02-23 13:41:14 -0800,, 569975287364001792,negative,1.0,Customer Service Issue,0.3964,American,,kanne822,,0,"@AmericanAir while listening to a delay message on my phone, another delay message was coming in. Get your shit together!",,2015-02-23 13:41:12 -0800,"Gilbert, AZ",Arizona 569975175321653248,negative,0.6595,Flight Booking Problems,0.6595,American,,yesimsure_1,,0,@AmericanAir Hi. Get error msg when trying to check in on line. States: wrong pass#. Tickets rcvd from AA due to training in DFW. U know Y?,,2015-02-23 13:40:46 -0800,,West Central Africa 569975126659342336,negative,1.0,Customer Service Issue,0.6704,American,,evlev1,,0,@AmericanAir there's an employee at gate 45 of JFK telling people their bag doesn't fit and needs to be checked when it clearly fits #AA291,,2015-02-23 13:40:34 -0800,CHI/ATX,Central Time (US & Canada) 569975113694760960,positive,1.0,,,American,,BethMyn,,0,@AmericanAir thanks... I finally got through this afternoon. :),,2015-02-23 13:40:31 -0800,, 569975063094501376,negative,1.0,Late Flight,1.0,American,,kanne822,,0,"@AmericanAir after waiting for a delayed plane, we sat on the plane for an hour waiting for a Late Flight passenger. That's BS too..",,2015-02-23 13:40:19 -0800,"Gilbert, AZ",Arizona 569974766393823233,negative,1.0,Lost Luggage,1.0,American,,FunNateofPMG,,0,@AmericanAir WHERE IS MY BAG?!?!?!,,2015-02-23 13:39:08 -0800,,Quito 569974705811107840,neutral,0.6438,,0.0,American,,kanne822,,0,@AmericanAir it was 639,,2015-02-23 13:38:54 -0800,"Gilbert, AZ",Arizona 569974668406296577,negative,1.0,Late Flight,0.3442,American,,kanne822,,0,@AmericanAir Not true!! Stop making excuses! You either overbook or have crappy planes!,,2015-02-23 13:38:45 -0800,"Gilbert, AZ",Arizona 569974641214644224,neutral,0.6491,,,American,,mmalarkey,,0,@AmericanAir #AmericanAirlines on approach to mex.... http://t.co/se57dmjHiW,,2015-02-23 13:38:38 -0800,"Washington, D.C.", 569974508435562496,negative,1.0,Customer Service Issue,0.6412,American,,TejasGooner,,0,"@AmericanAir no. Booked seat in Dallas, live in Dallas. Real nice that your gate agent had exit row available told me they weren't available",,2015-02-23 13:38:07 -0800,The Republic of Texas,Central Time (US & Canada) 569974423903715328,negative,0.6488,Flight Booking Problems,0.3346,American,,UllCon,,0,"@AmericanAir I paid using Paypal online and after I was charged there was a ""System Error"" which is what I ended up calling about.",,2015-02-23 13:37:46 -0800,"Michigan, US",Quito 569974318463119361,positive,1.0,,,American,,jjqb1,,0,@AmericanAir #AATeam thanks for working in very rigorous weather conditions for all,,2015-02-23 13:37:21 -0800,,Buenos Aires 569974287286845441,negative,1.0,Flight Booking Problems,0.6541,American,,AnnaIntheCity,,0,"@AmericanAir that's why I'm asking for exception. Staffer moving last minute,we're a nonprofit & losing $400,we just want to change ticket.",,2015-02-23 13:37:14 -0800,Northern Virginia,Eastern Time (US & Canada) 569974234908389376,positive,1.0,,,American,,softwaredoug,,0,"@AmericanAir thanks, I'll look forward to the response.",,2015-02-23 13:37:01 -0800,"Charlottesville, VA",Hawaii 569973945270546432,negative,1.0,Customer Service Issue,1.0,American,,TERRILHERNANDEZ,,0,@AmericanAir your advantage agents are horrible! I've been waiting for 5 hours for a call back only to be hung up on by a rude agent!,,2015-02-23 13:35:52 -0800,Fort Lauderdale-Dallas-Boston,Central Time (US & Canada) 569973504390639616,negative,1.0,Customer Service Issue,1.0,American,,iAMalexmetz,,0,@AmericanAir yes there's issues on the site as well unfortunately.,,2015-02-23 13:34:07 -0800,"Los Angeles, CA",Atlantic Time (Canada) 569973352837853184,neutral,1.0,,,American,,TheRealOsleger,,0,@AmericanAir about when can I see a new American Airlines credit card to replace my USAIRWAYS dividend MasterCard?,,2015-02-23 13:33:31 -0800,, 569973337050341376,negative,0.6578,Cancelled Flight,0.6578,American,,dustinpjones,,0,@AmericanAir my wife is stuck in #Brownsville any chance she can get any flight out? She needs to be at work tomorrow morning.,,2015-02-23 13:33:27 -0800,"Bartlesville, OK",Central Time (US & Canada) 569973278699352064,negative,0.7014,Customer Service Issue,0.7014,American,,onefjef,,0,"@AmericanAir Will it be this year, do you think?",,2015-02-23 13:33:13 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569973105075990528,positive,0.6763,,0.0,American,,soundsofsatori,,0,"@AmericanAir thank you, truly appreciate the help, just sent a DM","[39.57991628, -105.94147157]",2015-02-23 13:32:32 -0800,Milky Way:Orion Arm:Earth:DFW,Central Time (US & Canada) 569973034880098304,negative,1.0,Customer Service Issue,1.0,American,,skadott,,0,"@americanair the best is your 800 message saying to use website and your website is saying you need to call. If you don't answer, #hardtodo",,2015-02-23 13:32:15 -0800,"san marcos,ca", 569972985521532929,negative,1.0,Customer Service Issue,1.0,American,,T_Lubinski,,0,@AmericanAir Trying to get my flight changed through dallas. Calling your number just says thanks for calling and hangs up. Guess I'm stuck,,2015-02-23 13:32:03 -0800,"Boston, MA",Eastern Time (US & Canada) 569972935227674624,negative,1.0,longlines,0.3469,American,,Itoe20,,0,"@AmericanAir AA1675 now that the airplane has been sitting here for over 24 hrs,there are mechanical problems.BTW,the AA desk is unorganized",,2015-02-23 13:31:52 -0800,DFW,Central Time (US & Canada) 569972777593262080,negative,1.0,Cancelled Flight,1.0,American,,StephanSDalal,,0,"@AmericanAir Miami-PhL flight Cancelled Flightled just as I got to the gate. No one from AA around, no one on the phone. Awful awful awful.",,2015-02-23 13:31:14 -0800,, 569972721901277184,negative,1.0,Lost Luggage,1.0,American,,FunNateofPMG,,0,@AmericanAir Can care less if youre without your bags for a day or a week! Ive been 3 stories in the last 3 hours...I WANT MY BAG!,,2015-02-23 13:31:01 -0800,,Quito 569972513721229312,negative,1.0,Can't Tell,0.6777,American,,ezemanalyst,,0,"@AmericanAir hah, best flight attendant response, if you not happy getting screwed over, you have other carriers. hahahah pathetic",,2015-02-23 13:30:11 -0800,, 569972422130032640,negative,1.0,Cancelled Flight,1.0,American,,Itoe20,,0,"@AmericanAir AA1675 flight out of Jamaica was Cancelled Flightled yesterday due to ""weather"", while other flights were still landing at DFW",,2015-02-23 13:29:49 -0800,DFW,Central Time (US & Canada) 569972047931002880,neutral,0.3485,,0.0,American,,_CHarrington_,,0,@AmericanAir boarding in 2mins YAY!!!!,,2015-02-23 13:28:20 -0800,Turks and Caicos Islands ,Pacific Time (US & Canada) 569971998572589057,negative,1.0,Customer Service Issue,0.3526,American,,ezemanalyst,,0,"@AmericanAir your a LIAR, no precipitation all day, 47 degrees, don't pacify, you look like a fool.......thats the problem, admit you suck",,2015-02-23 13:28:08 -0800,, 569971756498329600,positive,0.6498,,,American,,davidmacho,,0,@AmericanAir Thank you so much.,,2015-02-23 13:27:10 -0800,"ÜT: 41.498967,2.186957",Madrid 569971722155208706,negative,1.0,Customer Service Issue,1.0,American,,skadott,,0,@AmericanAir 12 calls in the span of two days........none of which available to speak to someone. You are un F-in believable. worst ever,,2015-02-23 13:27:02 -0800,"san marcos,ca", 569971637296082945,negative,1.0,Customer Service Issue,1.0,American,,pantsasnapkins,,0,@AmericanAir @elwoodblues77 I'm sure he understands the rules but you guys just have zero customer service. Staff your damn counters!,,2015-02-23 13:26:42 -0800,"The Specific Ocean ", 569971216934526976,negative,0.7052,Customer Service Issue,0.3808,American,,pantsasnapkins,,0,@AmericanAir What's with your baggage handlers calling out at DFW today? No luggage onboard the planes.,,2015-02-23 13:25:02 -0800,"The Specific Ocean ", 569970829322260481,negative,1.0,Customer Service Issue,1.0,American,,hamms6,,0,".@AmericanAir after 50 minutes on hold, and another 30 minutes on the call yes. Going to be pushing it to get to the airport on time now",,2015-02-23 13:23:29 -0800,PNW,Pacific Time (US & Canada) 569970775517741056,neutral,1.0,,,American,,stackach,,0,"@AmericanAir Hi, did the discount award policy for credit card holders change? No longer seeing the chart of specials on the site. Thanks!",,2015-02-23 13:23:17 -0800,NYC,Eastern Time (US & Canada) 569970318305046528,negative,1.0,Customer Service Issue,0.6113,American,,horizon_endless,,0,@AmericanAir your seat assignment process when Flight Booking Problems is misleading. I'm not paying extra to select a seat.,,2015-02-23 13:21:28 -0800,"Brooklyn, NY", 569970235392073729,negative,1.0,Customer Service Issue,0.6576,American,,IlyssaPanitz,,0,"@AmericanAir why can't you hire a staff that is helpful, informed and nice to it's customers?",,2015-02-23 13:21:08 -0800,"New York, NY",Central Time (US & Canada) 569969599711571968,negative,1.0,Customer Service Issue,1.0,American,,joseglopez00,,1,@AmericanAir from the rude ticket counter employees to forcing my wife on standby and then pushing her down the list.. it was a very bad day,,2015-02-23 13:18:36 -0800,"Springfield, MO",Central Time (US & Canada) 569969456190869504,negative,1.0,Flight Attendant Complaints,0.3587,American,,ashritt,,0,"@AmericanAir Agents in DFW were very kind did their best to help, but this doesn't make up for PHX error and attitude! #Americant",,2015-02-23 13:18:02 -0800,"Iowa City, IA",Eastern Time (US & Canada) 569969455171813376,negative,1.0,Customer Service Issue,0.6326,American,,SyracuseJen,,0,@AmericanAir will not let me reuse my ticket. Thus I have booked my vacation with Delta! Never flying on American again......,,2015-02-23 13:18:02 -0800,,Eastern Time (US & Canada) 569969374875881472,negative,1.0,Customer Service Issue,1.0,American,,iAMalexmetz,,0,@AmericanAir now 2 hrs! Guess I should just hang up & give up on using my award miles before prices jump? Hm thanks http://t.co/LE4H2gTzXZ,,2015-02-23 13:17:43 -0800,"Los Angeles, CA",Atlantic Time (Canada) 569969267589947394,negative,1.0,Customer Service Issue,1.0,American,,LightSuitcase,,0,@AmericanAir Need to hold or get a call back. Just get hung up on by your phone system for 6+ hours now.,,2015-02-23 13:17:17 -0800,Here. But I want to be there., 569968904409214976,negative,1.0,Flight Attendant Complaints,0.6553,American,,ashritt,,0,"@AmericanAir she was rude, unprofessional, not helpful in helping me try and get home. As a #aaadvantage #loyal aa customer dissatisfied!",,2015-02-23 13:15:50 -0800,"Iowa City, IA",Eastern Time (US & Canada) 569968010431066112,negative,1.0,Customer Service Issue,0.3455,American,,ashritt,,0,@AmericanAir work on the comm skills w hate agents at PHX. Said I was confirmed on flight out of DFW & got here and that was only standby.,,2015-02-23 13:12:17 -0800,"Iowa City, IA",Eastern Time (US & Canada) 569967909155446785,positive,1.0,,,American,,paylukkar,,0,@AmericanAir thank you for the assistance,,2015-02-23 13:11:53 -0800,,Beijing 569967897600139264,negative,0.664,Late Flight,0.664,American,,Potatopainter,,0,"@AmericanAir Hello, question, How many balloons do you think it will take to life up one of your planes?",,2015-02-23 13:11:50 -0800,Earth, 569967441591144450,negative,0.6466,Late Flight,0.3313,American,,ChuyAlberto,,0,@AmericanAir need2know if Ill be able to reach IND today.Rather stay in MAF that fly to DFW & find out I can't travel http://t.co/gVgKHbx1RB,"[31.93684422, -102.20753682]",2015-02-23 13:10:02 -0800,, 569967045544005632,negative,1.0,Customer Service Issue,1.0,American,,_rtuck,,0,"@AmericanAir I'm trying my hardest to not get frustrated, but I am getting no response on email or by phone. AA owes me $500. How do I claim",,2015-02-23 13:08:27 -0800,,Pacific Time (US & Canada) 569966826639110147,negative,0.6817,Cancelled Flight,0.6817,American,,almarc44,,0,@AmericanAir hi there flight from Dallas just Cancelled Flightled going to LA. Can u pls help rebook me?,"[32.90431463, -97.03489789]",2015-02-23 13:07:35 -0800,, 569966496698343424,negative,1.0,Late Flight,0.3645,American,,beejy,,0,@AmericanAir 2nd time in 4 days that my flight has been delayed and my gate agent hasn't said anything! Thanks for the memories. #NeverAgain,,2015-02-23 13:06:16 -0800,"New York, NY",Quito 569966076047437824,neutral,0.6421,,0.0,American,,flemmingerin,,0,@AmericanAir Thanks for doing that but now it's telling me to go to the airport and check in with an agent-what's up? http://t.co/PfseNJk5Pw,,2015-02-23 13:04:36 -0800,San Diego, 569966060926947329,neutral,1.0,,,American,,kayliemj,,0,@AmericanAir what's the best number to use?,,2015-02-23 13:04:33 -0800,"Seattle, WA",Pacific Time (US & Canada) 569965873752104960,negative,1.0,Customer Service Issue,0.72,American,,kcgent,,0,@AmericanAir have been in call cue for 11 hours. No call yet. Wife in cue for 9 hours. Got a call but was hung up on.,,2015-02-23 13:03:48 -0800,,Central Time (US & Canada) 569965247093731328,negative,1.0,Customer Service Issue,1.0,American,,PhilAuxier,,0,@AmericanAir been on the phone for 47 minutes...said it would be 10... Any advice?,,2015-02-23 13:01:19 -0800,"Hutchinson, KS",Central Time (US & Canada) 569964670531973120,positive,1.0,,,American,,Laurelinesblog,,0,"@AmericanAir Chicago seen from seat 6A, AA 1620. So far a great ride! On to PDX! http://t.co/X4rsvAGIjN",,2015-02-23 12:59:01 -0800,"Chapel Hill, NC", 569964493066919936,positive,0.6537,,0.0,American,,MikeThomas_Says,,0,@AmericanAir thanks. Delivery status??,,2015-02-23 12:58:19 -0800,DC, 569964335038124033,negative,1.0,Customer Service Issue,0.657,American,,aepleiss,,0,@AmericanAir I don't believe it's acceptable to have a ticket # changed after check in time & not be notified. Apparently that's standard.,,2015-02-23 12:57:41 -0800,, 569964162979221504,negative,1.0,Customer Service Issue,0.6905,American,,FNMacDougall,,0,"@AmericanAir I need to complain to AA, but the email form field doesn't allow enough characters for my complaint. Have a real email address?",,2015-02-23 12:57:00 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569963767066271744,negative,1.0,Late Flight,1.0,American,,hootkurtis,,0,@AmericanAir our flight AA 1338 is delayed out of Providenciales and will be missing our connection AA 1651 in Miami to SEA. Who do we call?,,2015-02-23 12:55:26 -0800,Vancouver,Pacific Time (US & Canada) 569963701794516992,negative,1.0,Flight Booking Problems,0.3702,American,,RHFIT,,0,"@AmericanAir here is the ticket they gave me after lying, raising their voice. With no explanation on what happened http://t.co/31cFHtK60r",,2015-02-23 12:55:10 -0800,, 569962943980285952,negative,1.0,Late Flight,0.3399,American,,jocelyalatorre,,0,@AmericanAir we did check before going to de airport and everything was fine. #fail,,2015-02-23 12:52:09 -0800,"Guadalajara, México",Guadalajara 569962905493315585,negative,1.0,Can't Tell,0.6562,American,,RHFIT,,0,@AmericanAir attached original ticket. flight number was 1672. isn't the experience I thought I would have. Terrible! http://t.co/5SdlyN9MSS,,2015-02-23 12:52:00 -0800,, 569962901601005569,neutral,0.6579,,0.0,American,,AyDiosMio,,0,@AmericanAir I had booked online but unable to Cancelled Flight online. But finally got thru.,"[34.02153389, -118.45231518]",2015-02-23 12:51:59 -0800,,Pacific Time (US & Canada) 569962686219288576,positive,1.0,,,American,,AJerbearAffair,,2,@AmericanAir Hey Becky Piela at the Orange County airport has been really kind and helpful with rescheduling our flight!,"[33.66642719, -117.88328444]",2015-02-23 12:51:08 -0800,DC/OKC,Central Time (US & Canada) 569962494283919360,negative,0.6897,Flight Booking Problems,0.6897,American,,UllCon,,0,@AmericanAir on Feb. 15th your rep gave me the record locator and told me I'd be receiving an email with the itinerary and confirmation.,,2015-02-23 12:50:22 -0800,"Michigan, US",Quito 569962134328778752,negative,1.0,Customer Service Issue,1.0,American,,roblasvegas,,0,@AmericanAir This entire process took sooooo long that no decent seats are left. #customerservice,,2015-02-23 12:48:56 -0800,Las Vegas,Pacific Time (US & Canada) 569961680530247681,neutral,1.0,,,American,,dgoot,,0,@AmericanAir our flight attendant announced that we have transportation waiting for us for that flight so I think we'll make it.,,2015-02-23 12:47:08 -0800,"Boston, MA",Mountain Time (US & Canada) 569961398890991617,negative,1.0,Customer Service Issue,0.6475,American,,iAMalexmetz,,0,@AmericanAir been on hold to reserve award travel for over 1.5 hrs now. Anyone home?? Or is it a crazy weather issue? http://t.co/cEHrOeurC5,,2015-02-23 12:46:01 -0800,"Los Angeles, CA",Atlantic Time (Canada) 569961398551379968,negative,0.6751,Flight Booking Problems,0.3649,American,,AnnaIntheCity,,0,@AmericanAir We don't mind the fee! We were told we can't change name on ticket at all.,,2015-02-23 12:46:01 -0800,Northern Virginia,Eastern Time (US & Canada) 569961302338072576,positive,1.0,,,American,,mike_square,,0,@AmericanAir Thank you!!!! I will be there to pick her up on time.,,2015-02-23 12:45:38 -0800,"Dallas, Tx, USA",Mountain Time (US & Canada) 569961111086362625,negative,1.0,Flight Booking Problems,0.3535,American,,softwaredoug,,0,"@AmericanAir the original receipt lists my flight cost as $89ish, and doesn't reflect the use of a voucher",,2015-02-23 12:44:52 -0800,"Charlottesville, VA",Hawaii 569960667140235264,neutral,0.7152,,0.0,American,,GorillaChopper,,0,@AmericanAir so whats the hold up on flight 4302?,,2015-02-23 12:43:07 -0800,"Austin, TX. ", 569960665827258368,positive,1.0,,,American,,scottfmurphy,,0,"@AmericanAir Well, you guys are totally kicking a million pounds of ass. Bar none, the best SM team in the airline industry in my opinion.",,2015-02-23 12:43:06 -0800,"New York, NY",Central Time (US & Canada) 569960303514923009,negative,1.0,Customer Service Issue,1.0,American,,avaflav13,,0,@AmericanAir Least you could do would be to refund me the one-way ticket I had to buy since you weren't able to accommodate. Thank you.,,2015-02-23 12:41:40 -0800,,Quito 569959876706885632,negative,1.0,Lost Luggage,0.708,American,,j_baucom,,0,"@AmericanAir After being patient about my ""delayed"" bags for 5 weeks, I was told that it could take another 3 to 5 weeks. Unacceptable!",,2015-02-23 12:39:58 -0800,,Atlantic Time (Canada) 569959631256051712,negative,1.0,Customer Service Issue,1.0,American,,avaflav13,,0,@AmericanAir I had to purchase a ticket that I never would have had to buy had the flight not been Cancelled Flightled. Terrible customer service.,,2015-02-23 12:39:00 -0800,,Quito 569959601011068928,negative,1.0,Late Flight,0.3726,American,,ezemanalyst,,0,"@AmericanAir flt 703, sorry scheduled at 545, phl-mia, a totally chaotic, poorly addressed event. Sent to three gates in the night",,2015-02-23 12:38:52 -0800,, 569959182729785344,negative,1.0,Flight Booking Problems,0.3364,American,,avaflav13,,0,@AmericanAir Was told you could only refund me the cost of my original return flight (note: flight you had booked for me was more expensive),,2015-02-23 12:37:13 -0800,,Quito 569958916668305408,negative,1.0,Flight Booking Problems,0.6702,American,,avaflav13,,0,"@AmericanAir Not okay. Since you couldn't put me on an earlier flight, I had to buy my own ticket on another airline.",,2015-02-23 12:36:09 -0800,,Quito 569958642411122688,negative,1.0,Late Flight,0.6685,American,,avaflav13,,0,"@AmericanAir Heard back at 7:30 am today, was put on flight tomorrow AM, arriving home at 4 pm. Meaning I'd have to take a 2nd day off work.",,2015-02-23 12:35:04 -0800,,Quito 569958485913243648,negative,1.0,Late Flight,0.6575,American,,_CHarrington_,,0,"@AmericanAir been @ airport 8hrs been told nothing by anyone until now your rep has said ""we are waiting for the mechanics to finish lunch""!",,2015-02-23 12:34:27 -0800,Turks and Caicos Islands ,Pacific Time (US & Canada) 569958295919730688,neutral,0.6655,,0.0,American,,avaflav13,,0,"@AmericanAir Considering it was past midnight, I hung up and called again to receive another service call.",,2015-02-23 12:33:41 -0800,,Quito 569958232162222082,neutral,1.0,,,American,,NefBonifacio,,0,@AmericanAir can I redeem AAdavantage miles on LAN flights?,,2015-02-23 12:33:26 -0800,"New York, NY",Eastern Time (US & Canada) 569958224968982528,negative,1.0,Customer Service Issue,1.0,American,,Rizzilient,,0,"@AmericanAir, I've tried no less than 8 times today to get in touch with your service desk beginning at 8:30 EST. I'm having no luck -help!",,2015-02-23 12:33:24 -0800,, 569957958634770432,negative,1.0,Late Flight,0.6591,American,,avaflav13,,0,"@AmericanAir Was put on hold for 5.5 hrs then got a call back at 11:20 pm, only to wait on hold for another hour.",,2015-02-23 12:32:21 -0800,,Quito 569957703813976065,negative,1.0,Cancelled Flight,1.0,American,,avaflav13,,0,@AmericanAir You lost a customer today. Flight today was Cancelled Flightled and I had to find out by calling customer service yesterday.,,2015-02-23 12:31:20 -0800,,Quito 569957675548721152,negative,1.0,Lost Luggage,0.6867,American,,Robin_Downing,,0,"@AmericanAir Just called regarding my bag, came in yesterday and no one notified more or updated the online record locator #customerservice",,2015-02-23 12:31:13 -0800,,Eastern Time (US & Canada) 569957170369814528,negative,1.0,Customer Service Issue,1.0,American,,elwoodblues77,,0,@AmericanAir to realize your customer service leaves much to be desired and the folks handling the calls could care less...and it shows.,,2015-02-23 12:29:13 -0800,Dallas, 569957163138883584,positive,0.6983,,,American,,brooks_angus,,0,@AmericanAir thanks,,2015-02-23 12:29:11 -0800,Greater Geelong , 569957000752140290,negative,1.0,Can't Tell,0.6874,American,,elwoodblues77,,0,@AmericanAir unacceptable. It's clear losing just one customer doesn't matter to American but how many more bankruptcies will it take,,2015-02-23 12:28:32 -0800,Dallas, 569956742122983424,negative,1.0,Customer Service Issue,1.0,American,,elwoodblues77,,0,@AmericanAir will do on another airline that's more accommodating of its customers. Unable to simply change passengers with notice is simply,,2015-02-23 12:27:31 -0800,Dallas, 569956658199134208,neutral,1.0,,,American,,benskur,,0,@AmericanAir is there a probability that flight 1330 from DFW to DTW will be delayed or Cancelled Flighted?,,2015-02-23 12:27:11 -0800,, 569956285828853761,positive,1.0,,,American,,flemmingerin,,0,@AmericanAir THANK YOU!!! 👍👍👍👍👍,,2015-02-23 12:25:42 -0800,San Diego, 569955742276407297,neutral,0.6576,,0.0,American,,bitter__tweet,,0,"@AmericanAir Uhmmm we need @JColeNC down in Dallas,Tx for his tour 😫😫😫",,2015-02-23 12:23:32 -0800,, 569955122819817472,negative,1.0,Customer Service Issue,1.0,American,,cannontekstar,,0,@AmericanAir is there a way to reserve my dog’s flight without speaking with a representative? Just was booted from your helpline!,,2015-02-23 12:21:05 -0800,, 569954275016765440,negative,1.0,Customer Service Issue,1.0,American,,owenHweaver,,0,@AmericanAir I've been calling you for 3 straight days and no one picks up. Sure there are storms but there are also #customers Holler!,,2015-02-23 12:17:43 -0800,MPLS/ATX/BK,Mountain Time (US & Canada) 569954220184604672,negative,0.7125,Lost Luggage,0.7125,American,,reebokpumped,,0,"@americanair Can you tell me where my luggage is? I was on flight 1644 SNA to DFW and my flight to MKE was Cancelled Flightled, so got rebooked to ORD",,2015-02-23 12:17:29 -0800,Milwaukee,Central Time (US & Canada) 569954199821275136,negative,1.0,Cancelled Flight,1.0,American,,UllCon,,0,@AmericanAir it's GTSVYB. It says it's Cancelled Flightled when I try to check.,,2015-02-23 12:17:25 -0800,"Michigan, US",Quito 569953628687101954,positive,0.6826,,0.0,American,,megan_shearin,,0,@AmericanAir thank you. They are processing my refund.,,2015-02-23 12:15:08 -0800,Hampton Roads, 569953475640995840,negative,0.6796,Flight Booking Problems,0.3474,American,,kayliemj,,0,"@AmericanAir That's good, I'd expect that but I can't get through on the phone to make any changes. Can I change it online?",,2015-02-23 12:14:32 -0800,"Seattle, WA",Pacific Time (US & Canada) 569953006847954944,negative,1.0,Customer Service Issue,1.0,American,,thomashoward88,,0,"@AmericanAir ; @USAirways US 728/Feb 21. Unprofessional, unprepared, unsympathetic, lacked communication, and lacked solutions.",,2015-02-23 12:12:40 -0800,, 569952984257294336,positive,0.6709,,,American,,DigitalEdMom,,0,"@AmericanAir Thanks for asking On second plane after maintenance issue, for flight from ORD to LIT. Sitting at gate in very very warm plane",,2015-02-23 12:12:35 -0800,Wisconsin,Central Time (US & Canada) 569952945028108288,negative,1.0,Bad Flight,0.3855,American,,DanJWillis,,0,"@AmericanAir hey ho its not me losing any money (only you) just next make sure you stick to the ""flyers right's booklet""",,2015-02-23 12:12:25 -0800,my top secret gaming facility,Casablanca 569952929756672001,neutral,0.6834,,0.0,American,,luzer,,0,@AmericanAir please dm me,,2015-02-23 12:12:22 -0800,,Quito 569952639116447745,negative,1.0,Customer Service Issue,0.6878,American,,dorothykirk,,0,@AmericanAir Trying for 20 hrs to reach agent. Must make change that can't be done on web by 11:59 PST. Had to Cancelled Flight revs ystday.,,2015-02-23 12:11:13 -0800,North Carolina,Pacific Time (US & Canada) 569952247641198593,negative,1.0,Lost Luggage,1.0,American,,GrrraceSM,,0,"@AmericanAir Oh, and losing my luggage #ridiculous # angrybird # where'smybag",,2015-02-23 12:09:39 -0800,London, 569951896808464384,positive,1.0,,,American,,Bobbyted,,0,@AmericanAir great job and great service in and out of SDF this weekend during the winter storm.,,2015-02-23 12:08:16 -0800,"iPhone: 41.890884,-87.631195",Central Time (US & Canada) 569951566784045058,negative,1.0,Lost Luggage,1.0,American,,Choreocon,,0,@AmericanAir please get it together and find my husbands luggage! You're ruining his ski trip to Aspen! 3rd day no luggage.,"[35.46005368, -80.68267946]",2015-02-23 12:06:57 -0800,, 569951438329085952,negative,0.6867,Can't Tell,0.37200000000000005,American,,CraigPokorny,,0,"@AmericanAir but don't you worry... @Delta took good care of me... Your loss, their gain.",,2015-02-23 12:06:26 -0800,"Bennington, NE",Central Time (US & Canada) 569951363670642689,positive,1.0,,,American,,survivorsburg,,0,@AmericanAir welcome anyone who works in those conditions deserves a thank you even though I am other side of #Atlantic lol xx,,2015-02-23 12:06:08 -0800,Scotland,London 569951353205870592,neutral,1.0,,,American,,thomas199023,,0,@AmericanAir could you check if there is SWU (typo in last post) space on AA199 MXP-JFK Feb 28th? Thanks,,2015-02-23 12:06:06 -0800,Netherlands,Amsterdam 569951222515539968,neutral,1.0,,,American,,thomas199023,,0,@AmericanAir could you check if there is SVU space on AA199 MXP-JFK Feb 28th? Thanks,,2015-02-23 12:05:35 -0800,Netherlands,Amsterdam 569951016033980416,positive,1.0,,,American,,scottfmurphy,,0,"@AmericanAir Thanks gang! Mind if I ask, do you handle all of your Social Media in house?",,2015-02-23 12:04:46 -0800,"New York, NY",Central Time (US & Canada) 569950980638412800,negative,1.0,Late Flight,0.6841,American,,ejber812,,0,@AmericanAir sure is. What's more frustrating is being stranded at the airport with our fate in your hands.,,2015-02-23 12:04:37 -0800,,Eastern Time (US & Canada) 569950766485540864,negative,1.0,Lost Luggage,0.6974,American,,Six_Pack_Pollak,,0,@AmericanAir thanks for telling me my flight got Cancelled Flightled when it wasn't. Now I have a missing luggage because of you. Thanks fam!,"[32.90425138, -97.02805207]",2015-02-23 12:03:46 -0800,Houston,Central Time (US & Canada) 569950724983025665,positive,1.0,,,American,,Apas717,,0,@AmericanAir yes I have. Thanks,,2015-02-23 12:03:36 -0800,Jacksonville Florida, 569950555344228352,negative,1.0,Customer Service Issue,1.0,American,,SuzanneNaylor,,0,@AmericanAir 77min still on hold to chg award travel #sorrynotsorry,,2015-02-23 12:02:56 -0800,,Central Time (US & Canada) 569950510981083136,negative,1.0,Customer Service Issue,1.0,American,,CraigPokorny,,0,@AmericanAir Your people on the phone can't see those? And to have it be over $800 difference. That's a poor process then...,,2015-02-23 12:02:45 -0800,"Bennington, NE",Central Time (US & Canada) 569949946146742272,positive,1.0,,,American,,sichbella,,0,@AmericanAir i got a new reservation for tomorrow. Thanks!,,2015-02-23 12:00:30 -0800,KC,Pacific Time (US & Canada) 569949655905263616,neutral,1.0,,,American,,davidmacho,,0,"@AmericanAir I have a couple questions for you, if you’re available for PM?",,2015-02-23 11:59:21 -0800,"ÜT: 41.498967,2.186957",Madrid 569949415458213888,neutral,0.6409,,0.0,American,,mike_square,,0,@AmericanAir Is my friends flight 386 from JAX to DFW Cancelled Flighted?,,2015-02-23 11:58:24 -0800,"Dallas, Tx, USA",Mountain Time (US & Canada) 569949017674809344,negative,1.0,Customer Service Issue,1.0,American,,scapshaw,,0,@AmericanAir still not taking calls ? Storm ended 2 days ago. Be like pats and #doyourjob,,2015-02-23 11:56:49 -0800,, 569948991569264640,positive,0.6604,,,American,,MuseAMohamed,,0,"@AmericanAir $90 dollar RT ticket to Chicago? Yes, Please!",,2015-02-23 11:56:43 -0800,N 44°0' 0'' / W 92°25' 0'',Eastern Time (US & Canada) 569948758118526976,neutral,1.0,,,American,,flemmingerin,,0,@AmericanAir Thank you,,2015-02-23 11:55:47 -0800,San Diego, 569948646717812736,positive,1.0,,,American,,Metalmikefisher,,0,@AmericanAir Let's all have a extraordinary week and make it a year to remember #GoingForGreat 2015 thanks so much American Airlines!!!,,2015-02-23 11:55:21 -0800,,Eastern Time (US & Canada) 569948645853786113,negative,1.0,Customer Service Issue,0.6422,American,,Rozzinbags5,,0,@AmericanAir not helpful,,2015-02-23 11:55:20 -0800,, 569948507018129408,negative,1.0,Customer Service Issue,0.6873,American,,StephRest,,0,"@AmericanAir you expect us to spend our hard earn $ to fly and make exceptions when you have extra call volume, however, you never make acpt",,2015-02-23 11:54:47 -0800,"21.791267,-72.189674", 569948411966976000,neutral,1.0,,,American,,MEGENTRIPODI,,0,"@AmericanAir but my friend was told she was able to use her credit with the airline towards one of my flights, then was told she couldn't.",,2015-02-23 11:54:25 -0800,, 569948398545039360,negative,1.0,longlines,0.7188,American,,maccom,,0,@AmericanAir hour and a half after landing bags are finally trickling off. http://t.co/4KbTzVjU3b,,2015-02-23 11:54:21 -0800,Denver,Mountain Time (US & Canada) 569948314948530177,neutral,1.0,,,American,,MEGENTRIPODI,,0,@AmericanAir well you spelled my name wrong.,,2015-02-23 11:54:02 -0800,, 569948241116016641,negative,1.0,Customer Service Issue,1.0,American,,StephRest,,0,"@AmericanAir 2 hours now! No I'm not patient. Why don't you have a call back feature or pay someone to answer the phone, not tweet #onhold",,2015-02-23 11:53:44 -0800,"21.791267,-72.189674", 569947414263701505,negative,1.0,Late Flight,0.6909,American,,rduffy487,,0,@AmericanAir please do something about boarding at DCA 35X. Many delays + buses to planes on tarmac despite empty gates. Disorganized mess.,,2015-02-23 11:50:27 -0800,, 569947324316721152,negative,1.0,Customer Service Issue,0.6671,American,,ImprotaD,,0,@AmericanAir no standby line update online or on app either is troubling,,2015-02-23 11:50:05 -0800,, 569946742277451776,negative,0.6379,Flight Booking Problems,0.3578,American,,janetmcq,,0,"@AmericanAir No. Had to Cancelled Flight my trip. Instead of a $25 future trip voucher, a $25 drink coupon would've been better! #WakingInMemphis",,2015-02-23 11:47:47 -0800,"Memphis, TN",Central Time (US & Canada) 569946475163033600,positive,1.0,,,American,,Baynhambristol,,0,"@AmericanAir thx, just sent the DM",,2015-02-23 11:46:43 -0800,New York,Hawaii 569946012988669954,negative,1.0,Customer Service Issue,1.0,American,,mcconnell_km,,0,@AmericanAir Unbelievable that I cannot even wait on hold to speak to a human being to resolve my issue!!!!!!!! The system simply hangs up!,,2015-02-23 11:44:53 -0800,Chicago!,Central Time (US & Canada) 569945910546989057,negative,1.0,Damaged Luggage,1.0,American,,Polarbert,,0,@americanair thanks to your airline I now have a ruined bag and you refuse to do anything about it.,,2015-02-23 11:44:28 -0800,, 569945018527428608,negative,1.0,Can't Tell,0.6651,American,,ImprotaD,,0,@AmericanAir 4 open kiosks for priority with no line and only 4 open for main check in for ~80-100 ppl,,2015-02-23 11:40:56 -0800,, 569944807830736896,negative,1.0,Cancelled Flight,0.6584,American,,ImprotaD,,0,@AmericanAir I have the app - after my nonsense flight Cancelled Flightation yesterday I wasn't able to use the app or kiosk today. Hour long line.,,2015-02-23 11:40:05 -0800,, 569944699877724160,negative,1.0,Customer Service Issue,0.6246,American,,miajain,,0,@AmericanAir Thank u! Did reach out to both and have not had a response yet. Lost and Found goes straight to VM.,,2015-02-23 11:39:40 -0800,New York,Pacific Time (US & Canada) 569944355261304833,negative,1.0,Lost Luggage,1.0,American,,MikeThomas_Says,,0,"@AmericanAir ""bag has not yet been located"". Again, 5th time I've checked it. How can tracking my bag be this hard for your system?",,2015-02-23 11:38:18 -0800,DC, 569944281512685570,negative,0.6448,Customer Service Issue,0.6448,American,,AyDiosMio,,0,@AmericanAir FYI...call stilling getting dropped. After an hour of continuous dialing. Attempted to Cancelled Flight online but not able to. HELP!!!,"[34.0213466, -118.45229268]",2015-02-23 11:38:00 -0800,,Pacific Time (US & Canada) 569943700010172416,negative,0.7031,Can't Tell,0.7031,American,,CYancey74,,0,@AmericanAir @maxfitgirl29 next time fly Southwest...,,2015-02-23 11:35:41 -0800,,Central Time (US & Canada) 569943022474956802,negative,1.0,Customer Service Issue,1.0,American,,kayliemj,,0,@AmericanAir Still on hold. Way to suck.,,2015-02-23 11:33:00 -0800,"Seattle, WA",Pacific Time (US & Canada) 569942287318458369,positive,1.0,,,American,,RebeccaPla,,0,@AmericanAir Kudos to the crew of Flt 167 today. Specially to Carlton. Loved your new 767-300. Keep up the good work AA!,,2015-02-23 11:30:04 -0800,PR/Miami/San Francisco, 569942226224050176,negative,1.0,Late Flight,1.0,American,,ebaska225,,0,@AmericanAir are flights leaving Dallas right now? In Maui trying to figure out how delayed flight 7 is going to be,,2015-02-23 11:29:50 -0800,, 569942200735424512,negative,1.0,Can't Tell,0.6688,American,,thomashoward88,,0,"@AmericanAir, ask your new colleagues @USAirways how they handled US 728 on 21 Feb. I expect to be made whole again. Check complaint inbox.",,2015-02-23 11:29:44 -0800,, 569942094766325762,negative,1.0,Can't Tell,1.0,American,,corkanddeb,,0,@AmericanAir get me outta here,,2015-02-23 11:29:19 -0800,, 569942084393824256,negative,1.0,Customer Service Issue,1.0,American,,hellomichaellee,,0,@americanair just tried calling. got a high call volume at this moment message and then it said goodbye and hung up…,,2015-02-23 11:29:16 -0800,"Cary, NC",Eastern Time (US & Canada) 569942011916259330,negative,0.6326,Customer Service Issue,0.6326,American,,remixrio,,0,@AmericanAir really appreciate the great customer service... One of your service agents just hung up on me when asking legitimate questions,,2015-02-23 11:28:59 -0800,Brooklyn,Pacific Time (US & Canada) 569941858132070400,negative,1.0,Bad Flight,0.6404,American,,Aero0729,,0,@AmericanAir don't they already know ? Isn't everyone sharing how nasty the food is? It's not even close to decent.,,2015-02-23 11:28:22 -0800,, 569941647884029952,positive,0.6391,,0.0,American,,maxfitgirl29,,0,@AmericanAir Thank you. It's much appreciated. We have been on the plane for 90 min now at the gate.,,2015-02-23 11:27:32 -0800,"Chicago, IL",Eastern Time (US & Canada) 569941389208719360,negative,1.0,Flight Booking Problems,0.3482,American,,bkice_,,0,@AmericanAir did you guys get rid of the functionality on http://t.co/R1OQAVEO7I to put a reservation on hold for 24 hours? i don't see it,,2015-02-23 11:26:30 -0800,"BPM, WMC, DEMF, BM, ADE, etc",Pacific Time (US & Canada) 569940980809342976,negative,1.0,Cancelled Flight,0.6326,American,,kayliemj,,0,"@AmericanAir On hold since 5am. When no one can get to the airport, Cancelled Flight flight, don't make us pay huge fee to change flight.",,2015-02-23 11:24:53 -0800,"Seattle, WA",Pacific Time (US & Canada) 569940935875948544,positive,0.6713,,,American,,MJS_23,,0,@AmericanAir All of the nicest people in the world work at Admiral's clubs. Gladys in San Juan es mi Amiga,,2015-02-23 11:24:42 -0800,Chicago,Central Time (US & Canada) 569940889902034944,neutral,1.0,,,American,,MikeBarr63,,0,@AmericanAir due to road conditions,,2015-02-23 11:24:31 -0800,"Allen, TX", 569940832691752960,neutral,1.0,,,American,,MikeBarr63,,0,@AmericanAir I was going to change it to tomorrow because I am concerned if the fllight does make I won't be able to leave the airport 1/2,,2015-02-23 11:24:18 -0800,"Allen, TX", 569940740454936576,positive,1.0,,,American,,polpastor21,,0,"@AmericanAir I love very much your planes, can you please follow me back? It's an amazing bussines!",,2015-02-23 11:23:56 -0800,, 569940685757014016,negative,1.0,Can't Tell,0.3831,American,,ezemanalyst,,0,"@AmericanAir so if your genuine, give me your opinion on what occurred last night 445 fly from phl, to mia. No assistance at airport",,2015-02-23 11:23:43 -0800,, 569940582572945409,negative,1.0,Flight Booking Problems,0.3652,American,,dgoot,,0,@AmericanAir How can I get a flight change while in the air? Delays causing a missed connection again. There is 1 seat for Late Flightr,,2015-02-23 11:23:18 -0800,"Boston, MA",Mountain Time (US & Canada) 569940199842525184,negative,1.0,Customer Service Issue,1.0,American,,lwestrada,,0,@AmericanAir I think 2 weeks of waiting is more than enough time for you to contact me. This is why you lose customers,,2015-02-23 11:21:47 -0800,, 569940147615113216,negative,1.0,Customer Service Issue,1.0,American,,kayliemj,,0,"@AmericanAir Way to suck at customer service, Dallas is trapped in an ice storm but you didn't Cancelled Flight 7am flight & been on hold all day.",,2015-02-23 11:21:34 -0800,"Seattle, WA",Pacific Time (US & Canada) 569940075120873472,negative,1.0,Customer Service Issue,0.3455,American,,DanJWillis,,0,@AmericanAir umm unexpected?? Unexpected meaning you guys didn't know you had a major staff shortage ??,,2015-02-23 11:21:17 -0800,my top secret gaming facility,Casablanca 569939736782962688,negative,1.0,Customer Service Issue,1.0,American,,flemmingerin,,0,@AmericanAir Also do you have any way to speak to someone on the phone? Your 1-800 # has been hanging up on me all day.,,2015-02-23 11:19:56 -0800,San Diego, 569939391277350912,positive,1.0,,,American,,scottfmurphy,,0,@AmericanAir SFO. Natt (the agent who helped me) really did an awesome job.,,2015-02-23 11:18:34 -0800,"New York, NY",Central Time (US & Canada) 569939156740149249,negative,1.0,Flight Booking Problems,0.6454,American,,ipodipoor,,0,@AmericanAir I paid seat upgrade b4 the severe weather. Got booked on another flight but did not get upgrade. Was calling to inquire. HELP!,,2015-02-23 11:17:38 -0800,, 569938864028012544,positive,1.0,,,American,,Lvalenzuela14,,0,@AmericanAir thanks!,"[0.0, 0.0]",2015-02-23 11:16:28 -0800,Chile, 569938844746956800,positive,1.0,,,American,,survivorsburg,,0,@AmericanAir well Done all of you xx,,2015-02-23 11:16:24 -0800,Scotland,London 569938485844422656,positive,0.7140000000000001,,,American,,flemmingerin,,0,"@AmericanAir Thanks. Having issues checking in for flight, please check our DM convo for more info.",,2015-02-23 11:14:58 -0800,San Diego, 569938319024332801,negative,1.0,Can't Tell,0.6905,American,,weezerandburnie,,0,@AmericanAir You don't care about keeping your customers safe or at least you didn't care about my sister,,2015-02-23 11:14:18 -0800,Belle MO, 569937998806011905,negative,1.0,Customer Service Issue,1.0,American,,Rozzinbags5,,0,@AmericanAir maybe you should stop tweeting and start calling. Or make it available for people to wait on-hold instead of hanging up on us.,,2015-02-23 11:13:02 -0800,, 569937987619803136,negative,1.0,Flight Booking Problems,0.6509,American,,CraigPokorny,,0,"@AmericanAir, that's not the point. Say its $1300 at the counter when I clearly see $500 on your site? AA agent was @ a loss 4 words, too",,2015-02-23 11:12:59 -0800,"Bennington, NE",Central Time (US & Canada) 569937801942310913,negative,1.0,Customer Service Issue,1.0,American,,tgd011,,0,@AmericanAir When will callers from the East Coast be able to speak to an actual human for reservation support? All agents busy call Late Flightr..,,2015-02-23 11:12:15 -0800,, 569937673206534144,positive,1.0,,,American,,CliffordGries,,0,@AmericanAir My father loved working for you as well as PanAm,,2015-02-23 11:11:44 -0800,"Phoenix, AZ",Arizona 569937638674829313,negative,1.0,Late Flight,1.0,American,,AdamWocel,,0,@AmericanAir 249 EWR - DFW is now stopping BNA to refuel 4 bad weather? Are YOU just trying to get the plane closer 2 DFW then Cancelled Flight on us?,"[40.68625909, -74.17970876]",2015-02-23 11:11:36 -0800,NYC,Quito 569937108095205376,negative,1.0,Flight Booking Problems,0.6812,American,,LJoyce11,,0,"@AmericanAir is there something wrong with the website? no matter what flight I select, it says it's no longer available.",,2015-02-23 11:09:30 -0800,,Mountain Time (US & Canada) 569936893166489600,negative,1.0,Can't Tell,0.7044,American,,maxfitgirl29,,0,@AmericanAir now you're sending a gate agent to talk to us? Joke of an airline. Thanks for ruining my vacation. #neverflyAAagain,,2015-02-23 11:08:38 -0800,"Chicago, IL",Eastern Time (US & Canada) 569936251551232000,positive,1.0,,,American,,2lnr,,0,@AmericanAir CXL flight. rebooked 2 PAX no problems. Thank you and everyone at AA for helping us all out!,,2015-02-23 11:06:05 -0800,Texas, 569935980129447936,negative,1.0,Late Flight,1.0,American,,maxfitgirl29,,0,@AmericanAir we have been sitting on the plane for over an hour. unacceptable. you have a complete disregard for customer service.,,2015-02-23 11:05:01 -0800,"Chicago, IL",Eastern Time (US & Canada) 569935692161134592,neutral,0.7145,,0.0,American,,softwaredoug,,0,@AmericanAir I wrote down the evoucher number. I got rid of the voucher when I purchased air fair,,2015-02-23 11:03:52 -0800,"Charlottesville, VA",Hawaii 569935135895883776,negative,1.0,Flight Booking Problems,0.3409,American,,nic_tudobem,,0,@AmericanAir Only fluctuated because aa took 2 hrs to call me back.Ended up paying (extra) in $US so above statement not true,,2015-02-23 11:01:39 -0800,New York, 569934460617039872,neutral,1.0,,,American,,steveyuhas,,0,"@AmericanAir @MattThomasNews When did American Airlines start flying to and from Siberia? Wait, this is the USA? Oy!",,2015-02-23 10:58:58 -0800,✡ Los Angeles ✡,Pacific Time (US & Canada) 569934458364813313,neutral,1.0,,,American,,Cottopanama85,,0,@AmericanAir followback,,2015-02-23 10:58:58 -0800,"ohio,panama", 569934457215410176,neutral,1.0,,,American,,TheAdamRizz,,0,"@AmericanAir Hahaha.... ""Meanwhile in Russia....""",,2015-02-23 10:58:58 -0800,"Dallas, Texas",Pacific Time (US & Canada) 569934371488202752,positive,0.7107,,,American,,TomDorans,,0,@AmericanAir thanks for keeping us safe,,2015-02-23 10:58:37 -0800,Chicago Subs, 569934354241212417,negative,0.6984,Flight Attendant Complaints,0.3764,American,,Airportcluster,,1,"@AmericanAir There was no one from #AA at the #woase2015 event @HelsinkiAirport Lots of info available of #winterops",,2015-02-23 10:58:33 -0800,Helsinki Airport,Helsinki 569934205611872256,neutral,1.0,,,American,,UllCon,,0,"@AmericanAir is that the ""record locator""?",,2015-02-23 10:57:58 -0800,"Michigan, US",Quito 569934170819948544,negative,1.0,Customer Service Issue,1.0,American,,revelsbl,,0,@AmericanAir you keep returning my call and hanging up when I answer? Help reFlight Booking Problems a flight!,,2015-02-23 10:57:49 -0800,,Eastern Time (US & Canada) 569934076641030146,negative,1.0,Customer Service Issue,1.0,American,,soundsofsatori,,0,@AmericanAir been calling for over 24hrs now and getting no where but told to call back by the automated system is extremely frustrating,"[39.60778027, -105.95470209]",2015-02-23 10:57:27 -0800,Milky Way:Orion Arm:Earth:DFW,Central Time (US & Canada) 569933901944066048,negative,0.6829999999999999,Can't Tell,0.3812,American,,elwoodblues77,,0,@AmericanAir just sad that even after spending so much on tickets all I wanted was for my wife to still go with her sister and no help,,2015-02-23 10:56:45 -0800,Dallas, 569933724743274496,negative,1.0,Lost Luggage,0.7078,American,,Gregm528,,0,@AmericanAir @USAirways you can help by now finding my baggage!! Reply to me ASAP with who I can direct details to.,,2015-02-23 10:56:03 -0800,NY,Eastern Time (US & Canada) 569933646385188864,neutral,1.0,,,American,,elwoodblues77,,0,@AmericanAir no. Prebook flight for wife's 40th bday in NO. I recently have had surgery and can't travel. Won't let another go in my place,,2015-02-23 10:55:44 -0800,Dallas, 569933565321990144,negative,1.0,Customer Service Issue,1.0,American,,blogblogblog,,0,"@AmericanAir 4hrs Late Flightr i get a call back, and immediately disconnected",,2015-02-23 10:55:25 -0800,"Brevard, NC",Central Time (US & Canada) 569933008217755648,positive,1.0,,,American,,TimMoore,,0,"@AmericanAir My pleasure, next AA flight - this Wednesday to Milan, Italy for @MIDOExhibition -- See you then! :)",,2015-02-23 10:53:12 -0800,New York | Hong Kong ,Eastern Time (US & Canada) 569932833709527041,negative,1.0,Cancelled Flight,0.3408,American,,CandaceAlper,,0,@AmericanAir your team rebooked my Cancelled Flightled AA flight on a different airline. New airline has no such Flight Booking Problems. Flight is this evening.,,2015-02-23 10:52:31 -0800,Toronto,Atlantic Time (Canada) 569932363641298944,negative,1.0,Customer Service Issue,0.7276,American,,angeltoia95,,0,@AmericanAir why have I been on hold for almost 3 hours? This is ridiculous,,2015-02-23 10:50:38 -0800,Long Island / Albany,Eastern Time (US & Canada) 569932216966516736,negative,1.0,Lost Luggage,0.6685,American,,schwartz2max,,0,@AmericanAir I don't like making a scene but this hasn't been addressed properly. Please have them do that.,,2015-02-23 10:50:04 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569931787398303744,positive,1.0,,,American,,pornobobbie,,0,@AmericanAir THANK YOU FOR ALL THE HELP! :P You guys are the best. #americanairlines #americanair,,2015-02-23 10:48:21 -0800,"ÜT: 37.77581,-122.419796",Pacific Time (US & Canada) 569931677868273664,negative,1.0,Lost Luggage,1.0,American,,derekc21,,0,@AmericanAir @derekc21 Hello any one out there ? have you forgotten me ? I need a luggage # for BA. Your dropping the ball here .,,2015-02-23 10:47:55 -0800,"Innisfail, Alberta",Mountain Time (US & Canada) 569931363505315840,negative,1.0,Flight Booking Problems,0.3422,American,,CandaceAlper,,0,@AmericanAir am on hold for the 2nd time today. Need help with confirming the new flights you arranged for me. Can you expedite this?,,2015-02-23 10:46:40 -0800,Toronto,Atlantic Time (Canada) 569931327253966849,negative,1.0,Bad Flight,1.0,American,,Aero0729,,0,@AmericanAir served the nastiest food Ive ever seen yesterday.Rubber chicken in slime. The ENTIRE cabin sent their food back.FAs can confirm,,2015-02-23 10:46:31 -0800,, 569930805688053761,negative,1.0,Customer Service Issue,1.0,American,,LeslieWolfson,,0,@AmericanAir terrible response! How about someone picking up the phone and calling me...It is now 49 Hours with no luggage,,2015-02-23 10:44:27 -0800,Miami Beach,Central Time (US & Canada) 569930733512491008,negative,1.0,Can't Tell,1.0,American,,WorstThingsBot,,0,@AmericanAir really,,2015-02-23 10:44:10 -0800,, 569930613962072064,negative,1.0,Customer Service Issue,0.6877,American,,MikeBarr63,,0,@AmericanAir how can I when system always hangs up on me?,,2015-02-23 10:43:41 -0800,"Allen, TX", 569930406591664128,neutral,1.0,,,American,,MarkMan23,,0,@AmericanAir DM sent,"[39.91337753, -75.3408263]",2015-02-23 10:42:52 -0800,"San Diego, CA",Pacific Time (US & Canada) 569929944291127296,positive,1.0,,,American,,neiljcohen,,0,@AmericanAir exceptional customer service from AA - my misplaced item was waiting for me at checkin followed by a smooth flight. Thank you!,,2015-02-23 10:41:02 -0800,"the one, the only.... NYC",Quito 569929677214609408,negative,1.0,Customer Service Issue,1.0,American,,ImprotaD,,0,"@AmericanAir in line at SFO. Customer service is rude, disorganized, and congested. Very dissapointing.",,2015-02-23 10:39:58 -0800,, 569929141962698752,negative,1.0,Customer Service Issue,1.0,American,,AyDiosMio,,0,@AmericanAir HELP! Attempting to Cancelled Flight a flight but can't get thru 800 number. Call gets dropped when saying Agent. flight is 2/24.,"[34.02389944, -118.45541773]",2015-02-23 10:37:50 -0800,,Pacific Time (US & Canada) 569928501966450689,neutral,1.0,,,American,,urduckcommander,,0,@AmericanAir okay. I just sent it.,,2015-02-23 10:35:18 -0800,,Quito 569927843666366464,negative,1.0,Customer Service Issue,1.0,American,,stevecorb9,,0,@AmericanAir @EdPlotts don't bother trying to get anywhere with their customer service team either as take 2+ months and counting to reply,,2015-02-23 10:32:41 -0800,Bromyard, 569927644575182849,positive,0.6795,,,American,,DL_Dub,,0,@AmericanAir thanks.....,,2015-02-23 10:31:53 -0800,'Merica, 569927442657386496,negative,1.0,Customer Service Issue,1.0,American,,ezemanalyst,,0,"@AmericanAir seriously, you treat your passengers like shit.",,2015-02-23 10:31:05 -0800,, 569927042931814400,negative,1.0,Late Flight,0.3807,American,,wellapp,,0,@americanair 30 minutes since landing - flight 1531 from Miami and no luggage- what's the delay,,2015-02-23 10:29:30 -0800,NYC area,Eastern Time (US & Canada) 569926859699437568,negative,1.0,Customer Service Issue,0.638,American,,gingermc23,,0,"@AmericanAir got it, so it's just paying extra not to sit in the way back. Awesome. Never again.",,2015-02-23 10:28:46 -0800,milford.,Eastern Time (US & Canada) 569926212400709632,negative,1.0,Customer Service Issue,1.0,American,,ikeNball,,0,"@AmericanAir Define ""sincerely"". Your actions do not reflect what you're saying in a poor attempt to redeem yourselves on social media.","[33.43417698, -111.99680158]",2015-02-23 10:26:12 -0800,"Memphis, TN",Central Time (US & Canada) 569925990283145216,neutral,0.6697,,0.0,American,,iSmellNothing,,0,"@AmericanAir I'd like to explore both options, and what the cost might be to change the date and destination.",,2015-02-23 10:25:19 -0800,Boston,Eastern Time (US & Canada) 569925940224139264,neutral,1.0,,,American,,Vaomatua,,0,"@AmericanAir #AmericanView The view of Oregon from seat 31F, flight AA1469 2/22/15 http://t.co/t9JBN9WZtq","[30.441566, -84.281745]",2015-02-23 10:25:07 -0800,,Arizona 569925680168726529,positive,1.0,,,American,,RaulNath,,0,"@AmericanAir will award me 50,000 air miles!!! Yes I am going to take a vacation! #thanksamericanairlines",,2015-02-23 10:24:05 -0800,Los Angeles, 569925362471211008,negative,0.6494,Can't Tell,0.6494,American,,nmatasci,,0,"@AmericanAir follows the Talent PM of #BDSM porn site http://t.co/UQGW6qsFFU. New ""Economy Dungeon"" class coming? http://t.co/pl9Sop5IHu",,2015-02-23 10:22:49 -0800,"Los Angeles, California",Pacific Time (US & Canada) 569925308368883713,negative,1.0,Customer Service Issue,1.0,American,,unicatfan,,0,@AmericanAir @usairways who is the next stop after customer service.,,2015-02-23 10:22:36 -0800,"ÜT: 41.5333,-93.62944",Central Time (US & Canada) 569925291331735552,negative,1.0,Customer Service Issue,1.0,American,,JustineTomkins,,0,@AmericanAir you said this last time. It doesn't take 6 weeks to reply to an email.,,2015-02-23 10:22:32 -0800,, 569925171294953473,positive,1.0,,,American,,1JENSABA,,0,"@AmericanAir sure, thank you!",,2015-02-23 10:22:04 -0800,"Chicago,IL",Central Time (US & Canada) 569924772349538304,neutral,1.0,,,American,,MarkMan23,,0,@AmericanAir I need some help. My record locator is bringing up TWO different flights in your system. One op by AA & one from US Airways.,"[39.91370182, -75.3405344]",2015-02-23 10:20:29 -0800,"San Diego, CA",Pacific Time (US & Canada) 569924309902356480,negative,0.6546,Flight Booking Problems,0.6546,American,,hellomichaellee,,0,@AmericanAir I'm trying to make a reservation with a < 2 year old lap child. Don't see any option online. How do I proceed with reservation?,,2015-02-23 10:18:38 -0800,"Cary, NC",Eastern Time (US & Canada) 569923730614460416,negative,1.0,Late Flight,0.652,American,,Badbic,,0,"@AmericanAir 45min wait to get de-iced in Tulsa.Not good service.Looks like everyone will miss connections, not due to weather. Fight is on",,2015-02-23 10:16:20 -0800,, 569923360982900737,negative,0.6606,Cancelled Flight,0.6606,American,,horns3939,,0,@AmericanAir my flight 1337 is Cancelled Flightled. Can you let me know what my new flight info is?,,2015-02-23 10:14:52 -0800,"Lantana, Tx USA", 569923221341908992,negative,1.0,Bad Flight,1.0,American,,Chuckwede65,,0,@AmericanAir ...why would you sell seats for a 7 hour flight with half of the legroom occupied by an escape raft? http://t.co/DTHEyOFXrB,,2015-02-23 10:14:19 -0800,, 569922451913777152,neutral,0.6602,,,American,,_dashingxmizfit,,0,@AmericanAir dmed back,,2015-02-23 10:11:15 -0800,"Milwaukee, WI",Central Time (US & Canada) 569922437195829248,neutral,0.6399,,,American,,yourlocalnyer,,0,"Yessir RT “@AmericanAir: @yourlocalnyer Good morning, Rob. We're showing the flight to sunny Mexico just pushed off the gate.”",,2015-02-23 10:11:12 -0800,"Dallas, TX",Central Time (US & Canada) 569922305423495168,negative,1.0,Cancelled Flight,1.0,American,,paylukkar,,0,@AmericanAir My flight through Dallas was Cancelled Flightled and I talked to reservations agent and got a new flight but have not received an email,,2015-02-23 10:10:40 -0800,,Beijing 569921142971969537,negative,1.0,Late Flight,1.0,American,,jongann,,0,@AmericanAir #last #flight #ever on #AA. You botched this weather delay to the point of absurdity. I'd pay more to fly @Delta,,2015-02-23 10:06:03 -0800,"iPhone: 38.961334,-77.006119",Eastern Time (US & Canada) 569921082708389888,negative,1.0,Customer Service Issue,1.0,American,,Rizzilient,,0,"@AmericanAir - I'd be happy to hold on the phone, but your phone system is not allowing that and simply hangs up.",,2015-02-23 10:05:49 -0800,, 569921001301024770,negative,1.0,Flight Booking Problems,0.6402,American,,kris_bailey,,0,"@AmericanAir Trying desperately to rebook my moms flight. Waited 10 hours for callback, got disconnected and they didn’t call back. #help",,2015-02-23 10:05:29 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569920778306584576,negative,1.0,Flight Attendant Complaints,0.3408,American,,TNLtraining,,0,"@AmericanAir Thanks but don't understand why they couldn't have used the tug at the next gate over, ground crew took a break? #unacceptable",,2015-02-23 10:04:36 -0800,"Aspen, Colorado",Mountain Time (US & Canada) 569920773105840128,negative,1.0,Customer Service Issue,1.0,American,,BloomBuzz,,0,@AmericanAir That will be the third time I have been called by 800-433-7300 an hung on before anyone speaks. What do I do now???,,2015-02-23 10:04:35 -0800,"Amityville, NY", 569920723038416897,negative,1.0,Cancelled Flight,1.0,American,,whyemes,,0,@AmericanAir now the second flight I was put on was Cancelled Flightled with no explanation!! Missed my first meeting!!#outraged😡😡,,2015-02-23 10:04:23 -0800,, 569920618843521024,negative,1.0,Customer Service Issue,1.0,American,,ctj823,,0,@AmericanAir How clueless is AA. Been waiting to hear for 2.5 weeks about a refund from a Cancelled Flightled flight & been on hold now for 1hr 49min,,2015-02-23 10:03:58 -0800,, 569919996568215552,positive,1.0,,,American,,bobd60067,,0,@AmericanAir F-A-N-T-A-S-T-I-C!! thanks again for coming thru with great customer service!,,2015-02-23 10:01:30 -0800,"suburban Chicago, IL", 569919970446053377,negative,1.0,Can't Tell,0.374,American,,rafalotto,,0,"@AmericanAir No! We departed 24 hours Late Flightr, with a crazy crew. One of the lady simply freaked out and got away from job before departure.",,2015-02-23 10:01:24 -0800,São Paulo,Brasilia 569919793572261888,negative,1.0,Can't Tell,0.6274,American,,ameliasaletan,,0,@AmericanAir Don't require us to memorize a five-word phrase and remember it after we hear another six million options,,2015-02-23 10:00:42 -0800,,Eastern Time (US & Canada) 569919787888988160,negative,0.6961,Flight Booking Problems,0.6961,American,,Baynhambristol,,0,@AmericanAir 2 months and still no exec platinum member cards. What gives?,,2015-02-23 10:00:40 -0800,New York,Hawaii 569919703054991361,negative,0.6955,Customer Service Issue,0.6955,American,,ameliasaletan,,0,"@AmericanAir For the love of all that is holy, if your automated phone system is going to give like 8 options, give numerical shortcuts",,2015-02-23 10:00:20 -0800,,Eastern Time (US & Canada) 569919625640615936,negative,1.0,Customer Service Issue,0.7282,American,,JaJillian,,0,@AmericanAir you can tweet but not call! You're like a bad boyfriend!,"[34.09822952, -118.34307851]",2015-02-23 10:00:02 -0800,"New York, NY",Eastern Time (US & Canada) 569919414948237312,positive,0.6709999999999999,,0.0,American,,_JamesGlenn,,0,.@AmericanAir @TyWinter it's really the small things--the details--that make an excellent experience or a really irritating one.,"[41.97629096, -87.89888444]",2015-02-23 09:59:11 -0800,KFAR,Central Time (US & Canada) 569919092540510208,positive,1.0,,,American,,ThatEricAlper,,0,@AmericanAir Thanks! Great stuff! I can only imagine how jammed everything is.,,2015-02-23 09:57:54 -0800,Toronto,Eastern Time (US & Canada) 569918774788419584,negative,1.0,Customer Service Issue,1.0,American,,jeffsberry,,0,@AmericanAir @British_Airways trying to speak with an agent about my flight to London tonight but can't get anyone from AA. Can you help?,,2015-02-23 09:56:39 -0800,, 569918189909487617,negative,1.0,Lost Luggage,1.0,American,,schwartz2max,,0,"@AmericanAir Oh,i already have turned itover to them, but apparently losing someones bag on their honeymoon doesn't require accountability",,2015-02-23 09:54:19 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569917869296758784,negative,1.0,Customer Service Issue,1.0,American,,Rozzinbags5,,0,@AmericanAir I've been trying to reach your customer service for TWO days. I have received zero response. Never traveling AA again.,,2015-02-23 09:53:03 -0800,, 569917824078090242,negative,1.0,Cancelled Flight,1.0,American,,slippysam,,0,@AmericanAir 6 hours to get backs back after being sat on a plane for 4 hours to have flight Cancelled Flightled with only one small drink,"[52.51012486, -2.98098622]",2015-02-23 09:52:52 -0800,lydham shropshire uk,London 569917791228157952,negative,1.0,Customer Service Issue,1.0,American,,weezerandburnie,,0,@AmericanAir @CNN @nbsnewsr @cnnbrk except you aren't working with her @AmericanAir youve done nothing to help,,2015-02-23 09:52:44 -0800,Belle MO, 569917442455175168,neutral,0.6431,,0.0,American,,politicalpizza,,0,@AmericanAir need help on a reservation. Can you follow so that I can DM details? Thanks!,,2015-02-23 09:51:21 -0800,NYC,Eastern Time (US & Canada) 569917319381712896,negative,1.0,Can't Tell,0.3641,American,,slippysam,,0,@AmericanAir you need to have a look at your handling of flight 106 and 104. Company of yours size should have protocols in place to help,"[52.51012488, -2.98098624]",2015-02-23 09:50:52 -0800,lydham shropshire uk,London 569917183385432064,negative,1.0,Customer Service Issue,0.6736,American,,J0eSmith,,0,@AmericanAir literally just stopped allowing people to wait in line for customer service. Incredible. From worst to no customer service.,,2015-02-23 09:50:19 -0800,, 569917117576949760,negative,1.0,Late Flight,1.0,American,,ricmarias,,0,@AmericanAir We've 15 official complaints signed by #AmericanAirlines Lima supervisor. Customer Relations pls compensate 4 the 10-hour delay,,2015-02-23 09:50:04 -0800,,Madrid 569916664130637825,negative,1.0,Flight Booking Problems,0.6628,American,,MikeBarr63,,0,@AmericanAir I need to rebook and I cannot get an agent. Can you help?,"[28.35144756, -81.54358392]",2015-02-23 09:48:15 -0800,"Allen, TX", 569916606064828416,negative,1.0,Flight Attendant Complaints,1.0,American,,slippysam,,0,@AmericanAir back in UK now no thanks to your staff that wouldn't me or the other passengers stranded. Just laughed at us,"[52.51012533, -2.98099904]",2015-02-23 09:48:02 -0800,lydham shropshire uk,London 569916590814203904,negative,0.6397,Can't Tell,0.3567,American,,sindhurella67,,0,"@AmericanAir followed. I tried to @USAirways record locator number, gave me an error code","[32.78951797, -96.79891462]",2015-02-23 09:47:58 -0800,,Eastern Time (US & Canada) 569916323725217793,negative,1.0,Customer Service Issue,0.6687,American,,RPA_CRE,,0,"@AmericanAir Well if you won't let me handle my reservation/change online, & your Reservation call # hangs up on me wtf do I do?? Bullshit.",,2015-02-23 09:46:54 -0800,,Pacific Time (US & Canada) 569916061891633153,positive,0.6594,,0.0,American,,twizda,,0,"@AmericanAir Yay, thanks! Appreciate the help, I know it's NUTS right now with the cold and ice!",,2015-02-23 09:45:52 -0800,,Central Time (US & Canada) 569915992777687041,negative,1.0,Customer Service Issue,1.0,American,,AMHerbs,,0,@AmericanAir received an email requesting I call about a res. but I keep getting kicked off of your phone system. Help?,,2015-02-23 09:45:35 -0800,,Pacific Time (US & Canada) 569915972758446080,neutral,1.0,,,American,,luzer,,0,@AmericanAir need help changing a flight. Please dm,,2015-02-23 09:45:31 -0800,,Quito 569915269767757824,negative,1.0,Cancelled Flight,0.6212,American,,soundsofsatori,,0,@AmericanAir flight Cancelled Flightled and was trying to reschedule but 800 number just says to call back,"[39.60813937, -105.9548521]",2015-02-23 09:42:43 -0800,Milky Way:Orion Arm:Earth:DFW,Central Time (US & Canada) 569915248620150786,neutral,1.0,,,American,,DJoyles,,0,@AmericanAir Will my us air points now be combined with yours?,,2015-02-23 09:42:38 -0800,Could be Anywhere, 569915039114661888,negative,1.0,Can't Tell,1.0,American,,_mhertz,,0,"@AmericanAir and feel free to email me mikehertz7@gmail.com - don't worry, we're not going anywhere but this damn Tarmac for a bit!",,2015-02-23 09:41:48 -0800,,Pacific Time (US & Canada) 569914894868328448,neutral,0.6732,,0.0,American,,_mhertz,,0,@AmericanAir research buddy. Read my previous tweets and get some context.,,2015-02-23 09:41:14 -0800,,Pacific Time (US & Canada) 569914848991010816,negative,0.6938,Customer Service Issue,0.6938,American,,urduckcommander,,0,@AmericanAir you have said the same thing to me over and over again but phrased differently. How about some actual help?,,2015-02-23 09:41:03 -0800,,Quito 569914808339836928,negative,1.0,Bad Flight,0.3658,American,,_mhertz,,0,@AmericanAir because your plane's toilet wasn't working and they needed gas. This is flight 1081 leaving Dulles going to LAX. Do some...,,2015-02-23 09:40:53 -0800,,Pacific Time (US & Canada) 569914641414905856,negative,1.0,Flight Booking Problems,0.3659,American,,_mhertz,,0,@AmericanAir you're not finding it bc @united rebooked us on your airline when they realized they couldn't get us home - and we're at ORD,,2015-02-23 09:40:13 -0800,,Pacific Time (US & Canada) 569914552382418944,neutral,1.0,,,American,,DL_Dub,,0,@AmericanAir is 2513 and 1555 on time or Cancelled Flightled?,,2015-02-23 09:39:52 -0800,'Merica, 569914488541069312,positive,0.6789,,,American,,maggiecoliver,,0,@AmericanAir Thank you.,,2015-02-23 09:39:37 -0800,,Eastern Time (US & Canada) 569914468404035584,negative,0.6751,Late Flight,0.6751,American,,AGHJustin,,0,@AmericanAir boarded flight 2334 at 8:30am. Now 11:40. Still sitting on runway. Lots o fun,,2015-02-23 09:39:32 -0800,QCA,Central Time (US & Canada) 569914141814726657,negative,1.0,Flight Booking Problems,0.3405,American,,Sean_Hirschhorn,,0,@AmericanAir Funny you should say that. I have been monitoring since January 1st. No change in availability. #fakeawards #LUVisbetter,,2015-02-23 09:38:14 -0800,, 569913899648098304,neutral,1.0,,,American,,Gauyo,,0,@AmericanAir done.,,2015-02-23 09:37:16 -0800,"Buenos Aires, Argentina",Buenos Aires 569913796875161600,neutral,1.0,,,American,,norwaywithlove,,0,@AmericanAir would it be possible to change my flight on your website? Many thanks,"[10.42269832, -75.54540857]",2015-02-23 09:36:52 -0800,Where the wind takes me ,Greenland 569913274218622977,negative,1.0,Cancelled Flight,1.0,American,,KatieBLang,,0,@AmericanAir flight home Cancelled Flightled today. Any way we can get another flight to NYC from Texas? 4 hour wait for a call back from airline,,2015-02-23 09:34:47 -0800,"Chicago, IL",Central Time (US & Canada) 569913149505163264,negative,1.0,Customer Service Issue,0.7201,American,,ipodipoor,,0,@AmericanAir @justynmoro I totally agree. You get the automatic phone attendent that goes NO WHERE and hangs up. Lousy service!,,2015-02-23 09:34:17 -0800,, 569912888866906112,neutral,0.662,,0.0,American,,softwaredoug,,0,@AmericanAir this receipt doesn't show the evoucher value nor does it mention having used an evoucher,,2015-02-23 09:33:15 -0800,"Charlottesville, VA",Hawaii 569912835871879168,negative,1.0,Customer Service Issue,0.6864,American,,ipodipoor,,0,@AmericanAir I've been trying to call your reservations desk for past 12 hours and can't get through. This is not what I expected.,,2015-02-23 09:33:03 -0800,, 569912753479147521,negative,1.0,Customer Service Issue,1.0,American,,JustineTomkins,,0,@AmericanAir customer service is terrible.Been waiting 6 weeks for a reply to an email. Not helpful at all and keep brushing off problems!,,2015-02-23 09:32:43 -0800,, 569912608901373952,negative,1.0,Customer Service Issue,0.65,American,,charliebrand,,0,@AmericanAir it's taken care of already. I've come to expect this level of horrible service from you time and time again,,2015-02-23 09:32:09 -0800,,Pacific Time (US & Canada) 569912213068066816,negative,1.0,Customer Service Issue,1.0,American,,JaJillian,,0,@americanair why am I not being given a callback option??! Why has this service been turned off?,"[34.10971017, -118.32188864]",2015-02-23 09:30:34 -0800,"New York, NY",Eastern Time (US & Canada) 569911783596560384,negative,0.6752,Cancelled Flight,0.6752,American,,lalonajera7,,0,"@AmericanAir I was flying today to MTY Mex at 9:30am but still appear Cancelled Flight, Where can i talk for another flight?",,2015-02-23 09:28:52 -0800,"Monterrey, Nuevo Leon",Eastern Time (US & Canada) 569911608278974465,negative,0.6914,Customer Service Issue,0.6914,American,,BethMyn,,0,"@AmericanAir You didn't call, did you. Try it, and then you'll understand. It's not possible to reach an agent,I don't know what else to do",,2015-02-23 09:28:10 -0800,, 569911528368926720,negative,1.0,Flight Booking Problems,0.3699,American,,MackShultz,,0,"@AmericanAir Ok. We will probably Cancelled Flight our flights then, take a refund, and get home another way. Wednesday won't work for us.",,2015-02-23 09:27:51 -0800,Seattle,Hawaii 569911501626028032,neutral,1.0,,,American,,sfty1intx,,0,@AmericanAir that's what I am hoping for,,2015-02-23 09:27:45 -0800,, 569911344658386944,negative,1.0,Customer Service Issue,1.0,American,,pornobobbie,,0,"@AmericanAir Also, I have to wait more than 2 hours before I can speak to someone on the phone? I can't wait 2 hours. :(",,2015-02-23 09:27:07 -0800,"ÜT: 37.77581,-122.419796",Pacific Time (US & Canada) 569911255399596032,negative,0.6878,longlines,0.3444,American,,rockyparr,,0,@AmericanAir make that 7hours now,,2015-02-23 09:26:46 -0800,VB/VA, 569911005557338113,positive,1.0,,,American,,elisakathleen,,0,"@AmericanAir me too. Despite the chaos, I'm still grateful for a flight home ✈️",,2015-02-23 09:25:46 -0800,"Boston, MA", 569910943720669184,negative,1.0,Customer Service Issue,0.6822,American,,pornobobbie,,0,@AmericanAir How am I supposed to Cancelled Flight it if I can't do it online? I don't want to lose all the funds on the ticket. HELP!!! :(,,2015-02-23 09:25:32 -0800,"ÜT: 37.77581,-122.419796",Pacific Time (US & Canada) 569910789651496960,negative,1.0,Customer Service Issue,1.0,American,,rockyparr,,0,@AmericanAir poor customer service is just unacceptable.. Also how bout the surfer on the front of your website. #noloveforsurfers #pretend,,2015-02-23 09:24:55 -0800,VB/VA, 569910774556004352,negative,1.0,Customer Service Issue,1.0,American,,pornobobbie,,0,@AmericanAir I need HELP! I'm trying to Cancelled Flight a flight before it takes off but I can't get a hold of ANYONE because all lines are busy.,,2015-02-23 09:24:51 -0800,"ÜT: 37.77581,-122.419796",Pacific Time (US & Canada) 569910765173362688,positive,0.6721,,,American,,hautetravelgirl,,0,@AmericanAir it's always nice coming home but I wish you'd fly LAX-MAD and keep me away from Iberia 😜✈️ #GoingForGreat,,2015-02-23 09:24:49 -0800,"Santa Monica, CA", 569910528279228416,negative,1.0,Customer Service Issue,1.0,American,,1JENSABA,,0,@AmericanAir Trying to Cancelled Flight fligt 2321 O'Hare to Dallas 12:17pm. High call volume no one answer. Online no confirmation. #thankU,,2015-02-23 09:23:53 -0800,"Chicago,IL",Central Time (US & Canada) 569910395667935232,negative,1.0,Customer Service Issue,0.6424,American,,waynebevan,,0,@AmericanAir No I was not given the choice by the rep Meelan (UK AA Contact Center) to escaLate Flight to a supervisor and had to book with change,,2015-02-23 09:23:21 -0800,,Alaska 569910053249142785,negative,1.0,Cancelled Flight,0.7019,American,,cumulusmind,,0,"@AmericanAir Retrain in Customer Service first, make proper adjustments when Cancelled Flightling flights. Own up to your Mistakes.",,2015-02-23 09:21:59 -0800,Everywhere ,Mountain Time (US & Canada) 569909945514233857,negative,1.0,Customer Service Issue,0.6825,American,,kslaven,,0,@AmericanAir wish you had a better mobile app. You should look at the app from @united as it is much more seemless to check in,,2015-02-23 09:21:34 -0800,"Chicago, IL",Central Time (US & Canada) 569909908738580481,negative,1.0,Late Flight,1.0,American,,rockyparr,,0,@AmericanAir delayed flight six hours. Missed international connection= extra night in a hotel and still have to pay for a 15lb surfboardbag,,2015-02-23 09:21:25 -0800,VB/VA, 569909711962640384,neutral,1.0,,,American,,StarkJedi,,0,@AmericanAir dmed the name,,2015-02-23 09:20:38 -0800,, 569908990118723584,negative,1.0,Cancelled Flight,1.0,American,,AGHJustin,,0,"@AmericanAir no vouchers 4 Cancelled Flighted flight due 2 weather. Today's issue, broken tire. No vouchers cause tire was broken by weather. #nomoAA",,2015-02-23 09:17:46 -0800,QCA,Central Time (US & Canada) 569908918421299200,negative,1.0,Cancelled Flight,1.0,American,,jocelyalatorre,,0,@AmericanAir worst airline! You Cancelled Flight our flight and don't even let us know even though we are traveling with children.,,2015-02-23 09:17:29 -0800,"Guadalajara, México",Guadalajara 569908722778157056,negative,1.0,Late Flight,0.6572,American,,StaceyEWard,,0,"@AmericanAir long mait. Repair wait at gate - Capt Said ""paperwork formality""- forced to check bag rudely-returning CC reader doesn't work",,2015-02-23 09:16:42 -0800,, 569908067762094080,negative,1.0,longlines,1.0,American,,jongann,,0,@AmericanAir One hour to check in is 45 minutes too long. MIA FAIL.,,2015-02-23 09:14:06 -0800,"iPhone: 38.961334,-77.006119",Eastern Time (US & Canada) 569907965223763970,negative,1.0,Customer Service Issue,1.0,American,,J0eSmith,,0,@AmericanAir thx for showing me that your Twitter appreciates me more than your employees. Sure another airline would like my $1300 #nohotel,,2015-02-23 09:13:41 -0800,, 569907544124219392,positive,1.0,,,American,,MeeestarCoke,,0,"@AmericanAir thanks! a response is better than nothing at all {ahem, @USAirways}",,2015-02-23 09:12:01 -0800,BK, 569907019081228288,negative,1.0,Customer Service Issue,1.0,American,,MusseZam,,0,@AmericanAir I can't get through to a customer rep to help me out. This is the only option I have got.,,2015-02-23 09:09:56 -0800,, 569906807696551936,positive,1.0,,,American,,KaraAtDell,,0,@AmericanAir those were snacks we left on purpose for your team. :) for being so helpful this morning at the desk and on the phone!,,2015-02-23 09:09:05 -0800,"Round Rock, TX", 569906662061944834,neutral,1.0,,,American,,yourlocalnyer,,0,@AmericanAir flight 353,,2015-02-23 09:08:31 -0800,"Dallas, TX",Central Time (US & Canada) 569906532277731328,negative,1.0,Flight Attendant Complaints,0.3855,American,,nic_tudobem,,0,@AmericanAir She could even see that I had tried to make the transaction but wouldn't offer me the price I'd tried to purchase it at.,,2015-02-23 09:08:00 -0800,New York, 569906446881697793,negative,0.6606,Customer Service Issue,0.6606,American,,MeeestarCoke,,0,"@AmericanAir @USAirways ""ma'am if you have a complaint you should visit our customer service desk"" {sees line ~45 people deep}",,2015-02-23 09:07:39 -0800,BK, 569906183487643648,negative,1.0,Customer Service Issue,0.6505,American,,_mhertz,,0,@AmericanAir @united we'll have time and they aren't doing a damn thing. I'm the guy in the winter hat and frowny face,,2015-02-23 09:06:37 -0800,,Pacific Time (US & Canada) 569906117100351493,negative,1.0,Customer Service Issue,1.0,American,,Bank1960,,0,"@AmericanAir So much for Status, EP and 1.5 million miles. Revenue First class ticket and Im sitting in Coach thanks your rude CS staff",,2015-02-23 09:06:21 -0800,, 569906035269324800,negative,1.0,Customer Service Issue,1.0,American,,_mhertz,,0,@AmericanAir @united just deplaned at O'Hare gate K13. Why don't you send a customer service rep to discuss my situation? God knows...,,2015-02-23 09:06:01 -0800,,Pacific Time (US & Canada) 569905765420441600,negative,0.6488,Customer Service Issue,0.3346,American,,MackShultz,,0,@AmericanAir I DM'd you. Anything you can do?,,2015-02-23 09:04:57 -0800,Seattle,Hawaii 569905298481274880,negative,1.0,Customer Service Issue,0.6668,American,,nic_tudobem,,0,"@AmericanAir By the time the 2 hrs passed before I got a call back, the ticket was more $$. It wasn't my fault yet I had to pay extra",,2015-02-23 09:03:06 -0800,New York, 569905122047758336,negative,0.6694,Flight Attendant Complaints,0.3451,American,,nataliadarling,,0,@AmericanAir this is all i gotta say to y'all & your staff... for real http://t.co/rKPRxTGvfL,,2015-02-23 09:02:24 -0800,⋆city of lost angels⋆,Central Time (US & Canada) 569905052447592448,negative,1.0,Customer Service Issue,0.6592,American,,nic_tudobem,,0,"@AmericanAir No, it wouldn't let me complete transaction because it was one way from Barbados to NYC",,2015-02-23 09:02:07 -0800,New York, 569903268312125440,negative,1.0,Cancelled Flight,1.0,American,,entouchscreen,,0,@AmericanAir: my brother's flight into DFW was Cancelled Flightled yesterday. Are you flying from ONT to DFW today?,,2015-02-23 08:55:02 -0800,Los Angeles, 569903197835407361,negative,1.0,Customer Service Issue,1.0,American,,Alfgeiger,,0,"@AmericanAir the customer service today is unsat, Flight cnx, not notified, called for 6 hours and the phone line does not even let me hold",,2015-02-23 08:54:45 -0800,, 569903191279710208,negative,0.6864,Can't Tell,0.3523,American,,ezemanalyst,,0,@AmericanAir refund,,2015-02-23 08:54:43 -0800,, 569903088632352769,negative,1.0,Customer Service Issue,1.0,American,,Shay_Dine,,0,@AmericanAir I'm still patiently waiting for a response to my complaint email on Fri. What is the normal response time?,,2015-02-23 08:54:19 -0800,Saint LOUis,Central Time (US & Canada) 569903058299199488,negative,1.0,Customer Service Issue,1.0,American,,JaJillian,,0,@AmericanAir the flight I'm trying to change is in 4 hours and I've been trying to reach an agent for 72 now. THIS IS UNBELIEVABLE.,"[34.10909961, -118.32361693]",2015-02-23 08:54:12 -0800,"New York, NY",Eastern Time (US & Canada) 569903056403505152,negative,1.0,Lost Luggage,0.7201,American,,schwartz2max,,0,"@AmericanAir Why is it ok that no-one can help me with the bag you lost on my honeymoon 3months ago, this is not responsible or professional",,2015-02-23 08:54:11 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569902322718871552,negative,1.0,Customer Service Issue,1.0,American,,carlw1980,,0,"@AmericanAir SJC->LAX. After the fourth time, I gave up!",,2015-02-23 08:51:16 -0800,, 569901979151024129,negative,1.0,Cancelled Flight,1.0,American,,m_huxhold,,0,@AmericanAir my flight to San Angelo via Dallas from Orlando Cancelled Flighted help! On hold and disconnect,,2015-02-23 08:49:54 -0800,, 569901314026692611,negative,1.0,Customer Service Issue,0.66,American,,youmaythinkso,,0,@AmericanAir @_Lucy_May surely much better to let us all share the feedback unless you have something to hide?,,2015-02-23 08:47:16 -0800,Portsmouth UK,London 569900867324932096,negative,1.0,Flight Attendant Complaints,0.3547,American,,slippysam,,0,@AmericanAir your staff at JFK airport are discussing the way we we're left stranded,"[52.51022081, -2.98091961]",2015-02-23 08:45:29 -0800,lydham shropshire uk,London 569900784965554176,negative,0.7123,Flight Booking Problems,0.7123,American,,milz02315,,0,@AmericanAir Can you add my KTN to an existing reservation? It's not letting me add it online....,,2015-02-23 08:45:10 -0800,, 569900705852608513,negative,1.0,Customer Service Issue,1.0,American,,tranpham18,,0,@AmericanAir still no response from AA. great job guys!,,2015-02-23 08:44:51 -0800,New York City,Eastern Time (US & Canada) 569899836063019008,neutral,0.7282,,0.0,American,,iSmellNothing,,0,@AmericanAir I need help Cancelled Flighting an upcoming flight made with AAdvantage miles. Record locator HFJKTO. Can someone please assist?,,2015-02-23 08:41:23 -0800,Boston,Eastern Time (US & Canada) 569899646509666304,negative,1.0,Bad Flight,0.6737,American,,gingermc23,,0,"@AmericanAir confused at the definition of a ""preferred seat."" I paid extra for one and got a regular seat with no legroom. Unimpressed.",,2015-02-23 08:40:38 -0800,milford.,Eastern Time (US & Canada) 569899522152726529,neutral,0.6671,,0.0,American,,miajain,,0,@AmericanAir Lost black wallet at #DallasAirport.I was on flight 2208 to CLE.Would appreciate ur help. Last I used it at @Starbucks on A20.,,2015-02-23 08:40:08 -0800,New York,Pacific Time (US & Canada) 569898893262983169,neutral,0.6337,,0.0,American,,brandycolbert,,0,"@AmericanAir Thank you, but I'll be Cancelled Flighting my return flight, as I've already rebooked with another airline so I can get home today.",,2015-02-23 08:37:39 -0800,Los Angeles,Pacific Time (US & Canada) 569898392647811072,neutral,1.0,,,American,,ephilp,,0,@AmericanAir fl 249 to DFW is leaving Newark on time but is going to Nashville first. Will I get stuck in Nashville?,,2015-02-23 08:35:39 -0800,"Branchburg, NJ", 569897809731854337,negative,0.6782,Flight Booking Problems,0.3493,American,,twizda,,0,"@AmericanAir Howdy, having trouble getting rebooked after flight Cancelled Flightled. Can't get thru via phone and Web erroring out. Can you help?",,2015-02-23 08:33:20 -0800,,Central Time (US & Canada) 569897748859744257,negative,1.0,Customer Service Issue,1.0,American,,_mhertz,,0,@AmericanAir Oh yea? That's it? C'mon buddy! Bring your special friend @united to the conversation - they seem to be doing NOTHING AT ALL,,2015-02-23 08:33:06 -0800,,Pacific Time (US & Canada) 569897733466628097,negative,1.0,Cancelled Flight,0.6972,American,,jongann,,0,@AmericanAir why are there only 2 agents at domestic check in at MIA?! WTF? Huge lines and many people with Cancelled Flightled flights.,,2015-02-23 08:33:02 -0800,"iPhone: 38.961334,-77.006119",Eastern Time (US & Canada) 569897060717105152,negative,1.0,Late Flight,0.6795,American,,urduckcommander,,0,@AmericanAir I was told I had a 20minute wait time after waiting hours. And an hour has gone by. This is ridiculous,,2015-02-23 08:30:22 -0800,,Quito 569897005297709057,negative,0.6707,Can't Tell,0.6707,American,,RiseChino,,0,@AmericanAir I dmed,,2015-02-23 08:30:08 -0800,,Central Time (US & Canada) 569896666465087488,negative,0.7063,Customer Service Issue,0.3666,American,,takingthekids,,0,@AmericanAir don't see response!,,2015-02-23 08:28:48 -0800,New England ,Quito 569896560936374272,positive,1.0,,,American,,elisakathleen,,0,"@AmericanAir gotta love those skycaps, solving problems faster than anyone else in the terminal. And they did it with a smile on their face",,2015-02-23 08:28:22 -0800,"Boston, MA", 569896010010353664,negative,1.0,Lost Luggage,1.0,American,,charliebrand,,0,@AmericanAir you guys need to educate your employees on what a pink tag is AND STOP LOSING MY GUITAR FOR THE 10 THOUSANDTH TIME!,,2015-02-23 08:26:11 -0800,,Pacific Time (US & Canada) 569895932394917888,negative,1.0,Cancelled Flight,0.6343,American,,slaydonstravel,,0,@AmericanAir pretty frustrating when you can't even stay on hold to get help after a flight Cancelled Flightation!,,2015-02-23 08:25:53 -0800,"Chesapeake, VA",Eastern Time (US & Canada) 569895927273517056,negative,1.0,Can't Tell,1.0,American,,_mhertz,,0,"@AmericanAir @united You're both equally terrible, and I'm going to fight until I get complete satisfaction for how we were mistreated",,2015-02-23 08:25:51 -0800,,Pacific Time (US & Canada) 569895817403768833,negative,0.6753,Can't Tell,0.6753,American,,_mhertz,,0,"@AmericanAir @united wrote back saying 'it's been a challenging week...that's for sure"" - no shit.",,2015-02-23 08:25:25 -0800,,Pacific Time (US & Canada) 569895723208040448,negative,1.0,Customer Service Issue,0.6532,American,,_mhertz,,0,"@AmericanAir @united contact me, or do something to alleviate this terrible, terrible service. But no, your 22 year old social media guru",,2015-02-23 08:25:03 -0800,,Pacific Time (US & Canada) 569895618866315264,negative,1.0,Customer Service Issue,0.3605,American,,_mhertz,,0,"@AmericanAir @united week is going to make up for anything, or put me at ease. You should be asking me how you can fix things, how to...",,2015-02-23 08:24:38 -0800,,Pacific Time (US & Canada) 569895538046296064,negative,1.0,Bad Flight,0.6801,American,,weezerandburnie,,0,@AmericanAir @cnnbrk they didn't address the assult or drinks spilled on her the drunk passenger had to have a wheelchair to get off plane,,2015-02-23 08:24:19 -0800,Belle MO, 569895516139421696,negative,1.0,Customer Service Issue,0.6379,American,,_mhertz,,0,"@AmericanAir @united and a complete lack of faith in your companies. It's really a shame that you think telling me ""it's been a challenging""",,2015-02-23 08:24:13 -0800,,Pacific Time (US & Canada) 569895498527727617,negative,1.0,Lost Luggage,0.6471,American,,TravelingProf,,0,@AmericanAir Priority baggage evidently means it comes out last,,2015-02-23 08:24:09 -0800,"Great Barrington, MA",Eastern Time (US & Canada) 569895385851760640,negative,1.0,Can't Tell,0.6666,American,,_mhertz,,0,"@AmericanAir @united getting us to where we need to be. This is not acceptable. Not to mention, Cancelled Flighting meetings/interviews for my client",,2015-02-23 08:23:42 -0800,,Pacific Time (US & Canada) 569895266670612480,negative,1.0,Late Flight,0.7083,American,,_mhertz,,0,@AmericanAir between your airline and @united I've now spent three extra days traveling (DOMESTIC) and spent hundreds of dollars...,,2015-02-23 08:23:14 -0800,,Pacific Time (US & Canada) 569895210777501696,negative,1.0,Cancelled Flight,0.6703,American,,crazydavy12,,0,"@AmericanAir has the worst flights and customer service, this is the second time I've been Cancelled Flighted. Gotta pay for hotel and find rides now.",,2015-02-23 08:23:01 -0800,"College Station, Tx",Eastern Time (US & Canada) 569895176631554049,negative,1.0,Bad Flight,0.7127,American,,_mhertz,,0,"@AmericanAir flight from DC to LA, not to mention fix the circuit breaker in our bathrooms because this plane is as old as me...",,2015-02-23 08:22:52 -0800,,Pacific Time (US & Canada) 569895082402295810,negative,1.0,Late Flight,1.0,American,,_mhertz,,0,@AmericanAir what an incredibly arrogant thing to say while I sit here at O'Hare waiting for your incompetent airlines to refuel on a...,,2015-02-23 08:22:30 -0800,,Pacific Time (US & Canada) 569894969332400128,neutral,0.6979,,0.0,American,,Sean_Hirschhorn,,0,@AmericanAir why is it from June 1 thru December 31 there are no bus/first milesaaver awards available from cun to nyc? #Explain #whyfly,,2015-02-23 08:22:03 -0800,, 569894963665707010,negative,1.0,Flight Attendant Complaints,1.0,American,,weezerandburnie,,0,@AmericanAir @cnnbrk she tried they are not doing anything said they would talk to stewardess about serving drunks drinks how does that help,,2015-02-23 08:22:02 -0800,Belle MO, 569894690566369280,negative,1.0,Customer Service Issue,0.6604,American,,danjambrands,,0,@AmericanAir please improve business extra flight reservation process. can't book online? what century are we in? 25 min+ on hold,,2015-02-23 08:20:57 -0800,,Atlantic Time (Canada) 569894356393570304,negative,1.0,Customer Service Issue,0.6412,American,,phesic86,,0,@AmericanAir I tried already and I am on the waiting list for a call back #2hourwaitsucks,,2015-02-23 08:19:37 -0800,, 569893723091238912,negative,1.0,longlines,0.3512,American,,elisakathleen,,0,@AmericanAir the most stressful morning and still had to pay to check a bag. LAX is a madhouse with a lot of angry customers. Yikes,,2015-02-23 08:17:06 -0800,"Boston, MA", 569893716711747584,neutral,1.0,,,American,,peterfransson,,0,"@AmericanAir its only 1500 characters, i will respond via formal letter. Trust me, I have plenty to say.",,2015-02-23 08:17:04 -0800,Inter/Outer-Continental U.S.,Eastern Time (US & Canada) 569893516609847297,negative,1.0,Late Flight,0.3667,American,,ikeNball,,0,"@AmericanAir as of now, will do my best to never fly w/ #AmericanAirlines ever again. Y'all have made this a day to remember.","[33.43064352, -112.04521474]",2015-02-23 08:16:17 -0800,"Memphis, TN",Central Time (US & Canada) 569893140066213888,negative,1.0,Customer Service Issue,0.6753,American,,elisakathleen,,0,"@AmericanAir 4 phone calls, 2 hrs of being sent back & forth between two lines in the terminal and it's the skycap that finds a solution",,2015-02-23 08:14:47 -0800,"Boston, MA", 569893064342437888,negative,1.0,Cancelled Flight,1.0,American,,janetmcq,,0,@AmericanAir Thanks for the response.Tough night for all involved. Our flight got Cancelled Flightled as we started taxiing down the runway.,,2015-02-23 08:14:29 -0800,"Memphis, TN",Central Time (US & Canada) 569892686624198657,negative,1.0,Cancelled Flight,0.6659999999999999,American,,takingthekids,,0,@AmericanAir what response? Is our flight out of Montrose Cancelled Flightled or not?,"[37.93712278, -107.81800496]",2015-02-23 08:12:59 -0800,New England ,Quito 569892670367256576,positive,1.0,,,American,,1JENSABA,,0,@AmericanAir thank you for responding rather quickly btw,,2015-02-23 08:12:55 -0800,"Chicago,IL",Central Time (US & Canada) 569892434592669696,neutral,0.6958,,0.0,American,,elisakathleen,,0,@AmericanAir the saga continues..,,2015-02-23 08:11:59 -0800,"Boston, MA", 569892361691463682,negative,1.0,Customer Service Issue,0.6782,American,,elisakathleen,,0,@AmericanAir thanks for the DM rescheduling. Unfortunately your operations process at LAX is chaos & the reps refused to print the ticket,,2015-02-23 08:11:41 -0800,"Boston, MA", 569892297329913856,positive,0.6787,,,American,,dkar84,,0,@AmericanAir ok thank you!,,2015-02-23 08:11:26 -0800,"Renton, WA", 569892024708689920,neutral,1.0,,,American,,_dashingxmizfit,,0,@AmericanAir could you guys follow me so I can dm yall please,,2015-02-23 08:10:21 -0800,"Milwaukee, WI",Central Time (US & Canada) 569891937924358145,negative,0.6448,Cancelled Flight,0.6448,American,,1JENSABA,,0,@AmericanAir Cancelled Flighting my flight today because of weather in Dallas without being charged?,,2015-02-23 08:10:00 -0800,"Chicago,IL",Central Time (US & Canada) 569891790343569408,negative,1.0,Customer Service Issue,0.6513,American,,natemup,,0,@AmericanAir No. I was told I got put on another flight and that I would get an email. Still haven't gotten one yet.,,2015-02-23 08:09:25 -0800,Evansville - LA - NOLA,Central Time (US & Canada) 569891568074797056,negative,1.0,Customer Service Issue,1.0,American,,BethMyn,,0,@AmericanAir Please try it yourself - call 1-800-433-7300 and see what happens... then you'll understand. #allrepresentativesbusy #nooption,,2015-02-23 08:08:32 -0800,, 569891440135794688,positive,1.0,,,American,,heatherjpitcher,,0,@AmericanAir Thank You! CC: @packermama1,,2015-02-23 08:08:02 -0800,,Quito 569891369390632961,negative,1.0,Customer Service Issue,0.6411,American,,sindhurella67,,0,"@AmericanAir I tried to check in, but they redirect me to call in to @USAirways, which I also can't get into contact with",,2015-02-23 08:07:45 -0800,,Eastern Time (US & Canada) 569891023335387136,negative,1.0,Late Flight,1.0,American,,SarahNThuo,,0,@AmericanAir flight delayed 3 times today due to flight officer. 4333 from pit to ord. 5 hour delay to date. #bademployeeproblem?,,2015-02-23 08:06:22 -0800,, 569890859526823936,negative,1.0,Customer Service Issue,1.0,American,,natalieabila,,0,"@AmericanAir --(pt 2) and the AA reservations phone number has been less than helpful, telling me to change things online when I can't.",,2015-02-23 08:05:43 -0800,,Central Time (US & Canada) 569890836361580544,negative,1.0,Customer Service Issue,1.0,American,,FooyaBabs,,0,@AmericanAir yes but not with much help from you guys,,2015-02-23 08:05:38 -0800,New York, 569890741666717697,positive,0.6753,,0.0,American,,merrymoch513,,0,@AmericanAir thank you for NOT Cancelled Flighting all flights and putting my husbands life in danger driving in this weather. #safetyfirst,,2015-02-23 08:05:15 -0800,, 569890715867750400,negative,0.6592,Customer Service Issue,0.6592,American,,natalieabila,,0,"@AmericanAir Are there any travel advisories for Toronto, ON today? I can't access anything regarding international travel on your website--",,2015-02-23 08:05:09 -0800,,Central Time (US & Canada) 569890695902662657,negative,1.0,Customer Service Issue,1.0,American,,RachelMader2,,0,"@AmericanAir I understand that. But 14 hours Late Flightr, I still haven't heard a word! How can you plan your week with no zero information!",,2015-02-23 08:05:04 -0800,, 569890651107491840,neutral,0.6633,,0.0,American,,EricDoSomeGood,,0,"@AmericanAir two were non revs, right?",,2015-02-23 08:04:53 -0800,"Portland, Oregon", 569890258181070848,neutral,1.0,,,American,,diegolrz,,0,@AmericanAir check your DM please,,2015-02-23 08:03:20 -0800,"Dallas, TX",Central Time (US & Canada) 569890213570457600,positive,0.6942,,0.0,American,,Kaha58,,0,@AmericanAir finally called! Can't get met Seattle so refund will be processed. Thanks,,2015-02-23 08:03:09 -0800,Florida,Quito 569890192338735104,negative,1.0,Customer Service Issue,1.0,American,,BethMyn,,0,"@AmericanAir My reservation is on hold, not me. Wish I was on hold but that's not possible with the phone issues at #americanair",,2015-02-23 08:03:04 -0800,, 569890109803220993,negative,0.6325,Flight Booking Problems,0.3405,American,,jweslo,,0,@AmericanAir the app doesn't allow Canadian address. I used the mobile Canadian site and it will not let you select a passenger.,,2015-02-23 08:02:44 -0800,Brantford, 569889964445470721,negative,1.0,Customer Service Issue,1.0,American,,BethMyn,,0,@AmericanAir You are having phone issues. Please fix it!!!!,,2015-02-23 08:02:10 -0800,, 569889833297915904,negative,1.0,Customer Service Issue,1.0,American,,BethMyn,,0,"@AmericanAir I can't!!! No one can't get to ""hold"". You can't get past the automated reply. It hangs up on you. #FRUSTRATED",,2015-02-23 08:01:38 -0800,, 569889440753172481,negative,1.0,Can't Tell,0.6482,American,,reallygilly3,,0,@AmericanAir trying to get home is beyond complicated. It's should not be this hard. Students are split up and we will not fly AA ever again,,2015-02-23 08:00:05 -0800,Everywhere,Eastern Time (US & Canada) 569889391633518592,negative,0.6608,Customer Service Issue,0.3469,American,,hill_tony,,0,@AmericanAir is your website down? I haven't been able to check in to my flight all morning.,,2015-02-23 07:59:53 -0800,Miami,Eastern Time (US & Canada) 569888954863890433,neutral,1.0,,,American,,melisaray,,0,@AmericanAir can you tell me why flight 1542 from dfw to phl was Cancelled Flightled for tomorrow?,,2015-02-23 07:58:09 -0800,"Austin, TX",Central Time (US & Canada) 569888397205962753,neutral,0.6385,,0.0,American,,yourlocalnyer,,0,@AmericanAir how we looking? We going to be able to get out on time? #flight353,,2015-02-23 07:55:56 -0800,"Dallas, TX",Central Time (US & Canada) 569887996071297024,negative,1.0,Cancelled Flight,1.0,American,,JillNeeley3,,0,@AmericanAir My boyfriend was supposed to be home Saturday but his flight from DC was Cancelled Flightled yet again. Please get him home!,,2015-02-23 07:54:20 -0800,, 569887773953527808,negative,1.0,Cancelled Flight,1.0,American,,MO3TVida,,0,@AmericanAir I tried that & they have been disrespectful not professional & my 2nd flight been Cancelled Flighted I have to get home for a surgeryHELP,,2015-02-23 07:53:27 -0800,, 569887742479486976,negative,1.0,Customer Service Issue,1.0,American,,Rizzilient,,0,@AmericanAir - answer the phones. Trying to change a reservation and haven't been able to get a human to pick up in two days.,,2015-02-23 07:53:20 -0800,, 569887584861749250,negative,1.0,Customer Service Issue,1.0,American,,whyemes,,0,"@AmericanAir now because you couldn't add my ktn, which I asked for numerous times and no one answers the phone, I missed my flight!!#upset",,2015-02-23 07:52:42 -0800,, 569886683501473793,negative,1.0,Customer Service Issue,0.6685,American,,TheRealChrisCin,,0,"@AmericanAir flight US1562 from RIC2DFW was Cancelled Flightled yesterday & I was on hold w/ cust. service from 6-10pm EST...4 hours, no answer...",,2015-02-23 07:49:07 -0800,"Richmond, VA",Central Time (US & Canada) 569886612538023936,negative,0.6933,Cancelled Flight,0.6933,American,,StarkJedi,,0,@AmericanAir got off the phone w/ rep now flight has disappeared. Locator IRRLCD she said I was rescheduled. Help please.,,2015-02-23 07:48:51 -0800,, 569886516505407488,negative,1.0,Customer Service Issue,1.0,American,,cumulusmind,,0,@AmericanAir =UNAmerican Airlines just lies and poor customer services...,,2015-02-23 07:48:28 -0800,Everywhere ,Mountain Time (US & Canada) 569885774386044930,neutral,0.3528,,0.0,American,,Brittany1golf,,0,@AmericanAir thank you,,2015-02-23 07:45:31 -0800,,Eastern Time (US & Canada) 569885742526124032,negative,1.0,Lost Luggage,0.6668,American,,Brittany1golf,,0,@AmericanAir they @cathaypacific @cathaypacificUS can't even tell me what country they are in 😥😥,,2015-02-23 07:45:23 -0800,,Eastern Time (US & Canada) 569885605401915392,neutral,0.6906,,0.0,American,,Bossman1908,,0,"@AmericanAir I sent you a DM, can you please help.",,2015-02-23 07:44:50 -0800,Liverpool, 569885201293307905,positive,1.0,,,American,,LCarrano18,,0,@AmericanAir awesome flight this morning on AA3230! Awesome crew and even landed early!,,2015-02-23 07:43:14 -0800,,Eastern Time (US & Canada) 569885018358575104,negative,1.0,longlines,0.6883,American,,chermc56,,0,@AmericanAir yes. Just sayin' that was a particularly poorly handled situation.,"[41.97326595, -87.90025691]",2015-02-23 07:42:30 -0800,"ÜT: 42.63352,-83.624194",Central Time (US & Canada) 569884943217762304,negative,1.0,Flight Booking Problems,1.0,American,,nic_tudobem,,0,"@AmericanAir I had to pay extra $$ cos that flight was ""no longer available"" just because it wouldn't accept my US Card for a 1 way into NYC",,2015-02-23 07:42:13 -0800,New York, 569884756684476416,negative,1.0,Can't Tell,0.6556,American,,61jr,,0,@AmericanAir - And @AirSouthwest had a flight from Chicago to Buffalo about an hour before our flight -- do they not care about safety?,,2015-02-23 07:41:28 -0800,St. Catharines, 569884754281046016,negative,0.6966,Can't Tell,0.3614,American,,ponchodeanda,,0,@AmericanAir can you?,,2015-02-23 07:41:28 -0800,prensa: @talentolatinotv,Eastern Time (US & Canada) 569884644893532161,negative,0.6847,Customer Service Issue,0.6847,American,,hellodukesy,,0,@AmericanAir Could have voided the ticket since it was > 24hrs since Flight Booking Problems. Are you going to waive the fees? Still can't get through.,"[37.77414482, -122.43628588]",2015-02-23 07:41:01 -0800,San Francisco,Pacific Time (US & Canada) 569884462051418112,negative,1.0,Can't Tell,0.6887,American,,61jr,,0,"@AmericanAir - So does that mean your other flights going into Buffalo from other locations, you don't care about their safety?",,2015-02-23 07:40:18 -0800,St. Catharines, 569884438504427520,negative,1.0,longlines,0.6646,American,,nataliadarling,,0,"@AmericanAir I've been in line for over half hour trying to see a representative, now I might even miss the next flight too, unacceptable",,2015-02-23 07:40:12 -0800,⋆city of lost angels⋆,Central Time (US & Canada) 569884285659848704,negative,1.0,Customer Service Issue,0.6905,American,,bombadiltiff,,0,@AmericanAir been trying to speak to agent for 24hrs about my Cancelled Flightled flight but reps always busy. how do I get ahold of you?,,2015-02-23 07:39:36 -0800,fort worth,Central Time (US & Canada) 569884033775063040,neutral,1.0,,,American,,JatinPonia,,0,@AmericanAir Please follow me.,,2015-02-23 07:38:36 -0800,, 569883848470859776,neutral,1.0,,,American,,RMauldin,,0,@AmericanAir Any way that we could look at other options for today?,,2015-02-23 07:37:52 -0800,Texas, 569883743223050241,negative,1.0,Can't Tell,1.0,American,,_mhertz,,0,@AmericanAir you're almost as bad as @united,,2015-02-23 07:37:26 -0800,,Pacific Time (US & Canada) 569883543536574464,negative,1.0,Customer Service Issue,0.6659,American,,MeeestarCoke,,0,@AmericanAir @USAirways use the app you say?? http://t.co/WnY9TzsR8N,,2015-02-23 07:36:39 -0800,BK, 569883153231257601,negative,1.0,Late Flight,0.3703,American,,takingthekids,,0,@AmericanAir there is two hour wait,"[37.93644673, -107.81832713]",2015-02-23 07:35:06 -0800,New England ,Quito 569883077289181184,negative,1.0,Customer Service Issue,1.0,American,,takingthekids,,0,@AmericanAir can't get thru to anyone on phone,"[37.93609081, -107.81826687]",2015-02-23 07:34:48 -0800,New England ,Quito 569882830328569856,negative,0.6275,Cancelled Flight,0.3166,American,,nekMom,,0,"@AmericanAir when do you anticipate decisions for Cancelled Flightlations at DFW tomorrow morning? Need to rearrange hotel reservations, etc. ASAP!",,2015-02-23 07:33:49 -0800,, 569882542855352320,neutral,0.6475,,0.0,American,,RMauldin,,0,@AmericanAir I saw it finally come through on the mobile app. However it's for tomorrow and I have meetings tonight that I'm trying to make.,,2015-02-23 07:32:40 -0800,Texas, 569881888892055552,negative,1.0,Customer Service Issue,1.0,American,,gdelgadillo,,0,@AmericanAir I've been calling your 1800 # all morning to change my name for an upcoming trip but am not able to get through. Please advise!,,2015-02-23 07:30:04 -0800,Brklyn by way of San Franciso,Eastern Time (US & Canada) 569881701247291393,negative,0.6678,Can't Tell,0.6678,American,,MeeestarCoke,,0,"@AmericanAir @USAirways ""but I take meds that make me severely dehydrated"" {sigh}",,2015-02-23 07:29:20 -0800,BK, 569881463233097728,negative,1.0,Can't Tell,0.7094,American,,DWK0825,,0,"@AmericanAir dm me your email address, I will tell you my ordeal, then you tell me what you think is fair",,2015-02-23 07:28:23 -0800,, 569881453842042880,negative,1.0,Customer Service Issue,1.0,American,,MeeestarCoke,,0,@AmericanAir I did set up notifications through AA & Us airways. still nothing,,2015-02-23 07:28:21 -0800,BK, 569881379825164288,negative,1.0,Customer Service Issue,1.0,American,,1JENSABA,,0,@AmericanAir how can I get travel question answered quickly... Online and calling not helping with this busy day,,2015-02-23 07:28:03 -0800,"Chicago,IL",Central Time (US & Canada) 569881270987186176,negative,1.0,Flight Attendant Complaints,1.0,American,,MeeestarCoke,,0,"@AmericanAir upon entering plane to 2 @USAirways stewardesses: ""can I have some water?"" ""no we don't do that. please take your seat""",,2015-02-23 07:27:37 -0800,BK, 569881004262989824,negative,1.0,Customer Service Issue,1.0,American,,natemup,,0,"@AmericanAir The website won't let me view my reservation due to ""changes made outside http://t.co/nwF2FkA8fY"". I'm on hold now to get help.",,2015-02-23 07:26:33 -0800,Evansville - LA - NOLA,Central Time (US & Canada) 569880599764140033,neutral,1.0,,,American,,dkar84,,0,@AmericanAir I meant can you use the 50k bonus sign up mileage for Alaska flights or only American?,,2015-02-23 07:24:57 -0800,"Renton, WA", 569880508181696513,negative,1.0,Late Flight,0.6787,American,,MeeestarCoke,,0,@AmericanAir @USAirways outbound flight: 2 hour delay b/c air traffic & 2 gate changes dividend miles member gets no email or text updates,,2015-02-23 07:24:35 -0800,BK, 569880482109739009,negative,1.0,Cancelled Flight,1.0,American,,takingthekids,,0,@AmericanAir record locator oaaret got email we couldn't be rebooked but got no notification flight was Cancelled Flightled,"[37.93885695, -107.82069276]",2015-02-23 07:24:29 -0800,New England ,Quito 569880374651650048,neutral,0.6663,,0.0,American,,BF_StarNews,,0,@AmericanAir please confirm 2917 from CID-DFW at 11:30 departure will be/is Cancelled Flighted. Don't want to make the hour drive!,,2015-02-23 07:24:03 -0800,"Plano, TX", 569880251767123968,positive,1.0,,,American,,bobd60067,,0,@AmericanAir Huge thanks for fixing our flights! appreciate the customer service. now if only i could get seats assigned: me next to my wife,,2015-02-23 07:23:34 -0800,"suburban Chicago, IL", 569880215079428096,neutral,0.6459,,0.0,American,,takingthekids,,0,@AmericanAir #oaaret is our flight Cancelled Flightled?,"[37.93882337, -107.82065521]",2015-02-23 07:23:25 -0800,New England ,Quito 569880012230242304,negative,0.6686,Flight Booking Problems,0.3367,American,,FooyaBabs,,0,@AmericanAir it's not a friend it's a legally required chaperone on a school trip.,,2015-02-23 07:22:37 -0800,New York, 569880005729067008,negative,1.0,Cancelled Flight,1.0,American,,takingthekids,,0,@AmericanAir @RLDelahunty record l#oaaret got email we couldn't get rescheduled on another flight but don't know if flight is Cancelled Flightled,"[37.93663309, -107.81820588]",2015-02-23 07:22:35 -0800,New England ,Quito 569879696093126656,negative,1.0,Customer Service Issue,0.6611,American,,BethMyn,,0,"@AmericanAir it's more than technical problems. #frustrated #answerthephone Res. on hold and can't get thru to use a credit to pay for it",,2015-02-23 07:21:22 -0800,, 569879600907440129,neutral,1.0,,,American,,ralphmarple,,0,"@AmericanAir good morning, please let me know if I will be able to get those luggage tags. Tx!",,2015-02-23 07:20:59 -0800,"Chicago, IL", 569879234572718080,negative,1.0,Cancelled Flight,1.0,American,,EricDoSomeGood,,0,"@AmericanAir Cancelled Flighted flights, now I'm rerouted and have over 12 hrs of travel but you will bump paying customers for non revs. #custserv",,2015-02-23 07:19:32 -0800,"Portland, Oregon", 569878990841901056,negative,1.0,Customer Service Issue,1.0,American,,blogblogblog,,0,@AmericanAir on hold again....estimated 2 hr hold,,2015-02-23 07:18:33 -0800,"Brevard, NC",Central Time (US & Canada) 569878631322755072,negative,0.6711,Flight Attendant Complaints,0.3479,American,,weezerandburnie,,0,@AmericanAir they sent her a letter and said they would talk to the stewardess about serving drunks drinks how does that help,,2015-02-23 07:17:08 -0800,Belle MO, 569878584967344128,negative,1.0,Customer Service Issue,0.6593,American,,AlessandroDToro,,0,"@AmericanAir Supervisor M.Robinson just served a lot of attitude, Cancelled Flighted my flight out of spite, then put me back on on #crazybitch",,2015-02-23 07:16:57 -0800,Los Angeles,Alaska 569878537999503360,negative,1.0,Can't Tell,0.6409,American,,EricDoSomeGood,,0,@AmericanAir at gate c11. Your gate agents are turning paying customers away in favor of non revs,,2015-02-23 07:16:45 -0800,"Portland, Oregon", 569877540698894336,negative,0.6528,Customer Service Issue,0.3611,American,,BF_StarNews,,0,@AmericanAir the one at 11:30am? My app still shows it as on time!,,2015-02-23 07:12:48 -0800,"Plano, TX", 569877301959065600,negative,1.0,Customer Service Issue,0.6576,American,,lanewood,,0,@AmericanAir @andyellwood @delk lol. I was sure I'd wake up to more of a response than this half-thought auto tweet. hope you made it out.,,2015-02-23 07:11:51 -0800,"San Francisco, CA",Eastern Time (US & Canada) 569877197093097472,negative,1.0,Late Flight,1.0,American,,a_panfalone,,0,"@AmericanAir AA2334 Second week in a row delayed, due to mechanical issues. All the sleet outside and yet we're stuck changing a tire",,2015-02-23 07:11:26 -0800,, 569876837087580161,positive,1.0,,,American,,sfty1intx,,0,@AmericanAir thanks hoping that by wed I can get back to DFW,,2015-02-23 07:10:00 -0800,, 569876741092552704,neutral,1.0,,,American,,mdf2377,,0,@AmericanAir @Delta @VirginAtlantic I need a vacation from all this ice! http://t.co/45kTsSK18J,,2015-02-23 07:09:37 -0800,usa, 569876553196285952,negative,1.0,Customer Service Issue,0.7091,American,,ErinTN,,0,@AmericanAir keep trying to call to change reservation and you keep hanging up on me,,2015-02-23 07:08:52 -0800,Nashville,Central Time (US & Canada) 569876152036290560,positive,0.6858,,,American,,SeguineJ,,0,@AmericanAir Will do. Appreciate the replies though.,,2015-02-23 07:07:17 -0800,"Russell, KS",Central Time (US & Canada) 569876015834484736,positive,0.7029,,0.0,American,,Daphnewayans,,0,@AmericanAir although there was a 6 hour delay every single staff member from the ticket desk to the admirals club in was as sweet as pie,,2015-02-23 07:06:44 -0800,Los Angeles, 569875419412828161,neutral,0.7124,,0.0,American,,TejasGooner,,0,@AmericanAir how are the runways at DFW? Will you be flying Late Flightr today? Thanks.,,2015-02-23 07:04:22 -0800,The Republic of Texas,Central Time (US & Canada) 569875024045314048,negative,0.3684,Cancelled Flight,0.3684,American,,YA253Frohmz,,1,@AmericanAir BRING MY FIANCÉ @meerikangas BACK TO ME!,,2015-02-23 07:02:48 -0800,,Atlantic Time (Canada) 569874933549027328,negative,1.0,Cancelled Flight,0.3605,American,,HaileyUrban,,0,@AmericanAir hahahaha! This is crazy! Well here's to another night at the airport!!,,2015-02-23 07:02:26 -0800,,Alaska 569874879794831360,positive,0.7127,,0.0,American,,chiyankfred,,0,@AmericanAir Kudos to ticket agents for #2224 for making passengers check bags that are too big to fit in overhead.,,2015-02-23 07:02:13 -0800,, 569874679973818369,negative,0.6792,Cancelled Flight,0.3656,American,,chrisjennison,,0,"@AmericanAir but you're not sorry enough to compensate for either the extended time or cost difference to an alternate direct flight, right?",,2015-02-23 07:01:26 -0800,@MontgomeryCoMD / SYR / HHI,Eastern Time (US & Canada) 569874098035142656,negative,1.0,Customer Service Issue,1.0,American,,harshdouble,,0,@AmericanAir @hoagy10 how about you stop cutting and pasting apologies and get some additional phone reps to do their jobs,,2015-02-23 06:59:07 -0800,, 569873993311916032,negative,1.0,Lost Luggage,0.6927,American,,GMFujarski,,0,@AmericanAir work would be much better with my lesson plans and music for my classes today.,,2015-02-23 06:58:42 -0800,, 569873418075672576,negative,1.0,Customer Service Issue,1.0,American,,ArturoVega67,,0,@AmericanAir your call system is a fucking joke,,2015-02-23 06:56:25 -0800,Texas Tech University USA,Central Time (US & Canada) 569872921700667392,neutral,0.6646,,0.0,American,,elisakathleen,,0,@AmericanAir at LAX & just got off the phone w/reservations. Every flight that'd get me to BOS before 11 am tmrw is apparently unavailable 😐,,2015-02-23 06:54:26 -0800,"Boston, MA", 569872756302422017,neutral,0.6496,,0.0,American,,pei_u_sun,,0,@AmericanAir are you anticipating weather-reLate Flightd Cancelled Flightations for afternoon departures out of AUS today?,,2015-02-23 06:53:47 -0800,,Central Time (US & Canada) 569872455377879040,neutral,0.6928,,0.0,American,,jameswester,,0,@AmericanAir No worries. Don't blame you for weather.,,2015-02-23 06:52:35 -0800,DFW,Central Time (US & Canada) 569872132269682688,negative,1.0,Customer Service Issue,0.6864,American,,faisal_tayebjee,,0,@AmericanAir You moved us onto 6.55pm but there is availability on 1.50 and 3.30. No answer on your phone. Have young children. HELP!,,2015-02-23 06:51:18 -0800,,Dublin 569871979739635712,negative,1.0,Bad Flight,0.6619,American,,PhilipStafford,,0,"@AmericanAir It's our honeymoon,I paid extra business. I was sitting next to my bride, you bumped me because of status. Disgusted",,2015-02-23 06:50:42 -0800,"Tampa, Florida", 569871411843461121,negative,1.0,Late Flight,0.3363,American,,bugmeyer,,0,@AmericanAir Deplaned for the 3rd fucking time. Fuck you AA.,,2015-02-23 06:48:26 -0800,"Chicago, IL",Eastern Time (US & Canada) 569871364603031553,negative,1.0,Customer Service Issue,1.0,American,,AlexHumphries,,0,@AmericanAir how do I redeem a travel voucher for a flight if I can't reach a travel agent by phone? My hold expires in 24 hours,"[44.98157837, -93.23592187]",2015-02-23 06:48:15 -0800,"Minneapolis, MN",Eastern Time (US & Canada) 569871068833435648,negative,0.6578,Flight Booking Problems,0.6578,American,,McKennon,,0,"@AmericanAir Thanks, but that results in missing the conference I'm attending. Are there options to book earlier,or if not,receive a refund?",,2015-02-23 06:47:05 -0800,,Atlantic Time (Canada) 569870837815205888,negative,1.0,Flight Booking Problems,0.6761,American,,urduckcommander,,0,@AmericanAir it has been almost 4 hours and I have heard nothing yet from your reservations team. What am I supposed to do?,,2015-02-23 06:46:10 -0800,,Quito 569870252508635136,negative,1.0,Cancelled Flight,1.0,American,,oksrocks,,0,"@AmericanAir you Cancelled Flightled my flight due to ""weather"" when others are flying out just fine. No compensation, no resolution. Incompetent.",,2015-02-23 06:43:50 -0800,,Central Time (US & Canada) 569870130169163776,negative,1.0,Customer Service Issue,1.0,American,,roblasvegas,,0,@AmericanAir 8 hours on the phone yesterday. Really? Still doesn't pick up status on US Air flight.,,2015-02-23 06:43:21 -0800,Las Vegas,Pacific Time (US & Canada) 569870075316064256,neutral,1.0,,,American,,sindhurella67,,0,@AmericanAir I need to be back in Cleveland as early as possible tomorrow,,2015-02-23 06:43:08 -0800,,Eastern Time (US & Canada) 569869892960133120,negative,1.0,Can't Tell,1.0,American,,AlessandroDToro,,0,@AmericanAir worst experience ever. @VirginAmerica all the way!,"[33.9424707, -118.4066671]",2015-02-23 06:42:24 -0800,Los Angeles,Alaska 569869884164714498,negative,1.0,Late Flight,1.0,American,,MilesWittBoyer,,0,@AmericanAir calling at 1am to tell me my flight has been rescheduled 12 hours Late Flightr than it was supposed be to seems like a bad solution,,2015-02-23 06:42:22 -0800,"Bentonville, Arkansas", 569869514944466945,negative,1.0,Lost Luggage,1.0,American,,JigsawLounge,,0,"@AmericanAir I fail to see how telling a caller that a bag may take ""18 hours"" to get from JFK to Brooklyn is ""the best we can""",,2015-02-23 06:40:54 -0800,SR2,London 569869506560069633,positive,1.0,,,American,,don_hefner,,0,@AmericanAir thanks to Jacqueline in CLT for cleaning up @amexserve and @USAirways mess!!! Awesome service,,2015-02-23 06:40:52 -0800,, 569869374103793664,negative,1.0,Customer Service Issue,0.6569,American,,MilesWittBoyer,,0,@AmericanAir it's not about the weather. It's about the fact that I can't get ahold of anyone to help. BUT you can tweet me back.,,2015-02-23 06:40:21 -0800,"Bentonville, Arkansas", 569868638968254467,negative,1.0,Customer Service Issue,1.0,American,,amandajames0610,,0,@AmericanAir please message me for assistance - can't get through to anyone.,,2015-02-23 06:37:25 -0800,"Atlanta, GA",Eastern Time (US & Canada) 569868478435487744,neutral,0.6735,,0.0,American,,amandajames0610,,0,@AmericanAir - trying to track down backs for two of my attendees #help,,2015-02-23 06:36:47 -0800,"Atlanta, GA",Eastern Time (US & Canada) 569868201720287232,negative,1.0,Customer Service Issue,0.6382,American,,AlessandroDToro,,0,@AmericanAir I've witnessed a manager named Denise yell at 2 different customers with my same issue. #rude,"[33.9424834, -118.4066885]",2015-02-23 06:35:41 -0800,Los Angeles,Alaska 569868115481395201,negative,1.0,Customer Service Issue,1.0,American,,LeLeValentine,,0,@AmericanAir how comes no one has answered my calls or emails?,,2015-02-23 06:35:21 -0800,Youtube | crackedchinacup,Quito 569867943888056320,negative,1.0,Customer Service Issue,1.0,American,,elisakathleen,,0,@AmericanAir at LAX and your service reps just hand out the 800 number to call. So that's not helpful.,,2015-02-23 06:34:40 -0800,"Boston, MA", 569867786572341252,negative,1.0,Customer Service Issue,1.0,American,,waynebevan,,0,"@AmericanAir Extend rtn flight to bereavement, 22nd I could have change fee dropped, now told no.Worse day of my life #badcustomerservice",,2015-02-23 06:34:02 -0800,,Alaska 569867607341436928,negative,1.0,Customer Service Issue,1.0,American,,RMauldin,,0,@AmericanAir I've tried ten times now last night and this morning...how many times should I try? Have meetings to make tonight in ATX.,,2015-02-23 06:33:19 -0800,Texas, 569867582070591488,neutral,0.6616,,0.0,American,,whyemes,,0,@AmericanAir does that mean my ktn is not in my reservation?,,2015-02-23 06:33:13 -0800,, 569867363580903424,positive,1.0,,,American,,elusivegoalie,,0,@AmericanAir thanks for responding ... will do!,,2015-02-23 06:32:21 -0800,,Eastern Time (US & Canada) 569867211852156928,negative,0.6592,Lost Luggage,0.3442,American,,Robin_Downing,,0,"@AmericanAir Thanks that was done, I just don't understand why those whose bags couldn't fit aren't notified in air/at landing #technology",,2015-02-23 06:31:45 -0800,,Eastern Time (US & Canada) 569867192445083648,negative,1.0,Customer Service Issue,1.0,American,,JanssenMA,,0,@AmericanAir I have still not talked to anyone. You guys should be prepared for these situations. How is this good service? I am so mad!!!,,2015-02-23 06:31:40 -0800,, 569866669243265024,positive,0.6533,,,American,,Beach_Girl7,,0,@AmericanAir ok thank you. What if I can't get a hold of someone to get a new flight?,,2015-02-23 06:29:36 -0800,Bentonville Arkansas,Central Time (US & Canada) 569866310793826304,negative,1.0,Customer Service Issue,1.0,American,,AlessandroDToro,,0,@AmericanAir #horriblecustomerservice # rudestaff # incompetentmanagers,"[33.9424824, -118.4066757]",2015-02-23 06:28:10 -0800,Los Angeles,Alaska 569866272218836992,neutral,1.0,,,American,,elisakathleen,,0,@AmericanAir I just sent a DM,,2015-02-23 06:28:01 -0800,"Boston, MA", 569866168527405056,negative,0.6594,Customer Service Issue,0.3373,American,,dms0218,,0,@AmericanAir @Eleonora7 good luck I've been waiting a week,,2015-02-23 06:27:36 -0800,Boston,Eastern Time (US & Canada) 569866091998126080,negative,1.0,Flight Attendant Complaints,0.6533,American,,themaxologist,,0,@AmericanAir tisk tisk. Rude flight attendants yet again. I can't hang my suit up because I didn't buy first class? @Delta when will I learn,,2015-02-23 06:27:18 -0800,,Central Time (US & Canada) 569865357625851905,negative,1.0,Customer Service Issue,0.7225,American,,RLDelahunty,,0,"@AmericanAir that would be appreciated. Just please don't send me to the same page with long form & limited characters. Direct email?","[51.44284934, -0.13973305]",2015-02-23 06:24:23 -0800,London , 569865061855932416,negative,1.0,Cancelled Flight,0.6501,American,,Mj_Effects,,0,@AmericanAir this is the biggest joke of #customerservice I've ever seen from a ✈️ brand http://t.co/XHSUUpHeZe,,2015-02-23 06:23:12 -0800,"Manhattan, NY",Eastern Time (US & Canada) 569865022031015937,negative,1.0,Cancelled Flight,0.6899,American,,ArtieFitchie,,0,"@AmericanAir it would be awfully nice if you could send an alert when my flight is Cancelled Flighted. No text, no email, no love...","[35.09721018, -89.89624696]",2015-02-23 06:23:03 -0800,Memphis,Central Time (US & Canada) 569864892695490560,negative,0.6438,Cancelled Flight,0.3406,American,,jameswester,,0,@AmericanAir Thanks. Took care of it. Issue was IVR was unclear and took too long to get a call-back option. Would love to see that fixed.,,2015-02-23 06:22:32 -0800,DFW,Central Time (US & Canada) 569864878007001088,positive,1.0,,,American,,rac22582,,0,@AmericanAir thank you so much that helps a lot.,,2015-02-23 06:22:29 -0800,,America/Chicago 569864863171764224,negative,1.0,Customer Service Issue,0.6955,American,,larrylarry,,0,"@AmericanAir I understand that, but I'm not even being put on hold - it says ""try again Late Flightr, goodbye"".",,2015-02-23 06:22:25 -0800,Toronto,Eastern Time (US & Canada) 569864791323320320,negative,1.0,Cancelled Flight,0.6355,American,,AlessandroDToro,,0,@AmericanAir I do not need an apology. I need you to fix it in a competent manner.,"[33.9424793, -118.4066936]",2015-02-23 06:22:08 -0800,Los Angeles,Alaska 569864778702671874,negative,1.0,Customer Service Issue,1.0,American,,paulboomer,,0,@AmericanAir I like the call back system. But thought you'd like to know it's not working well. I received three calls but there's no audio.,,2015-02-23 06:22:05 -0800,"Columbia, MO",Central Time (US & Canada) 569864689452077058,negative,1.0,Flight Booking Problems,0.3514,American,,sindhurella67,,0,@AmericanAir I need to be back home tomorrow and no one is helping me. Please help me rebook for a flight tomorrow!,"[32.79397552, -96.80477419]",2015-02-23 06:21:44 -0800,,Eastern Time (US & Canada) 569864610016321536,negative,1.0,Customer Service Issue,1.0,American,,randomeshwar,,0,@AmericanAir Filed a PIR with an agent at Indianapolis airport. Unable to pull up information online on your site. Have DMed details.,,2015-02-23 06:21:25 -0800,"Indianapolis, IN", 569863871030292481,neutral,0.6534,,0.0,American,,KenMiller5,,0,"@AmericanAir I hear #Delta is offering 2,500 miles to frequent flyers if their bags doesn't come out within 20 minutes of landing thoughts?",,2015-02-23 06:18:29 -0800,Chicago,Central Time (US & Canada) 569863705841831936,negative,0.7107,Customer Service Issue,0.7107,American,,SFaldon_Sports,,0,@AmericanAir But you called me - and hung up.,,2015-02-23 06:17:49 -0800,"Fort Smith, Ark.",Central Time (US & Canada) 569863349737021440,positive,0.6807,,,American,,letallec89,,0,@AmericanAir thank you!,,2015-02-23 06:16:24 -0800,, 569863229356310528,negative,1.0,Customer Service Issue,1.0,American,,ronlieber,,0,@AmericanAir Or u cud answer my ? here! 140 is plenty. Inflight stealing going on right now & FA won't have the uncomfortable convo w pass.,,2015-02-23 06:15:56 -0800,Brooklyn by way of Chicago, 569863194929471488,negative,1.0,Customer Service Issue,1.0,American,,stephenmartino,,0,"@AmericanAir Fine. Would you have them call me? I left a message, was told it would be 2 hours for a call. Haven't heard anything yet.",,2015-02-23 06:15:47 -0800,"Baltimore, Maryland",Central Time (US & Canada) 569862869241765888,negative,1.0,Cancelled Flight,1.0,American,,coyj1622,,0,"@AmericanAir my flight was Cancelled Flightled yesterday early afternoon, so why did you call me at 1230am and 230am to wake me up and tell me?!",,2015-02-23 06:14:30 -0800,Planet Earth,Eastern Time (US & Canada) 569862827227402241,positive,1.0,,,American,,beebecathy,,0,@AmericanAir in miami and the agents Rachel Wong and Marisol Pimentel were very pleasant in a world of chaos a BIG .thank u,,2015-02-23 06:14:20 -0800,, 569862449559527426,negative,1.0,Customer Service Issue,1.0,American,,dashoflovely,,0,@AmericanAir I put a call back in at 1AM and still nothing at 8AM. You think you might get back to me?,,2015-02-23 06:12:50 -0800,Northwest Arkansas,Central Time (US & Canada) 569861417689419776,neutral,0.7175,,0.0,American,,flyneverdies,,0,@AmericanAir is there anyone online that can help... the flight leaves in 3 hrs,,2015-02-23 06:08:44 -0800,cali bound,Central Time (US & Canada) 569860677650636801,negative,1.0,Cancelled Flight,1.0,American,,chrisjennison,,0,@AmericanAir why Cancelled Flight #1605 on 6/25 & 6/28? Flights now 4 hrs longer & have layovers. Too Late Flight to find a reasonably priced alternative.,,2015-02-23 06:05:47 -0800,@MontgomeryCoMD / SYR / HHI,Eastern Time (US & Canada) 569860221755117568,negative,1.0,Customer Service Issue,1.0,American,,BurkhalterTrvl,,0,@AmericanAir I don't know who that may be. I was also working from home. Thanks for nothing.,,2015-02-23 06:03:59 -0800,Southern Wisconsin,Central Time (US & Canada) 569860103341518849,negative,1.0,Customer Service Issue,1.0,American,,roblasvegas,,0,@AmericanAir I called the EP line and 4 hours Late Flightr I was called back. I sat on hold for over a hour to US Airways and then cut off,,2015-02-23 06:03:30 -0800,Las Vegas,Pacific Time (US & Canada) 569860082965426176,negative,1.0,Cancelled Flight,1.0,American,,sindhurella67,,0,@AmericanAir my flight 1106 was Cancelled Flightled and I need to get back to Cleveland. What are my options?,"[32.79401294, -96.80478711]",2015-02-23 06:03:25 -0800,,Eastern Time (US & Canada) 569859218058162176,negative,1.0,Cancelled Flight,0.659,American,,HaileyUrban,,0,@AmericanAir is there any way you could put me up in a hotel for the night?? If not I'm having to sleep at the airport again tonight.,,2015-02-23 05:59:59 -0800,,Alaska 569859036360908801,negative,1.0,Customer Service Issue,1.0,American,,MackShultz,,0,"@AmericanAir @MallowFairy And how many times, exactly, should we call and leave our number for a call back? Because that hasn't worked.",,2015-02-23 05:59:16 -0800,Seattle,Hawaii 569858655086120961,negative,1.0,Customer Service Issue,0.6791,American,,RMauldin,,0,.@AmericanAir @C2Next Would be great to get some help too! I've been trying since last night to get through.,,2015-02-23 05:57:45 -0800,Texas, 569858330421694465,negative,1.0,Customer Service Issue,1.0,American,,jmariecastillo,,0,"@AmericanAir Telling frustrated customers ""we are super busy, please call back Late Flightr kthxbai"" and then hanging up is not the best practice.",,2015-02-23 05:56:28 -0800,,Pacific Time (US & Canada) 569858278370516992,negative,1.0,Customer Service Issue,0.6509,American,,Jhosa_M,,0,@AmericanAir But when becomes about get money from the passengers are very strict but don't have ANY feedback as a reward,,2015-02-23 05:56:15 -0800,Ando por el mundo,Caracas 569858012967542786,negative,1.0,Lost Luggage,0.3726,American,,Jhosa_M,,0,@AmericanAir Not even on the bag status...will take actions against this company is incredible how irresponsible are with the costumer,,2015-02-23 05:55:12 -0800,Ando por el mundo,Caracas 569857805483675648,negative,1.0,Lost Luggage,1.0,American,,Jhosa_M,,0,@AmericanAir Still waiting news about my bags 48hrs already happened and this company don't give to the passengers any certain information,,2015-02-23 05:54:22 -0800,Ando por el mundo,Caracas 569857475098202113,negative,1.0,Customer Service Issue,0.6575,American,,ScottCarmichae1,,0,@AmericanAir Your customer service sucks! You rep should not be yelling at a caller regarding the weather in DFW. Hope you go bankrupt!,,2015-02-23 05:53:04 -0800,"Dallas, TX",Central Time (US & Canada) 569857446371438592,negative,1.0,Customer Service Issue,0.7167,American,,wordnerd153,,0,@AmericanAir Phone just disconnects if you stay on the line. Need to checkout of hotel in 2 hrs & have no place to go. Can't keep calling.,,2015-02-23 05:52:57 -0800,"Bellevue, WA", 569857415027564545,neutral,0.6599,,,American,,letallec89,,0,@AmericanAir do you know if there is wifi on this flight? If so how much is it? Thank you :-),,2015-02-23 05:52:49 -0800,, 569857209745584129,positive,1.0,,,American,,dwburrell,,0,@AmericanAir no apologies required. I made it home safe thanks to you! Kudos to AA!,,2015-02-23 05:52:00 -0800,"Fort Worth, TX", 569857157778132993,negative,1.0,Customer Service Issue,0.6879,American,,MilesWittBoyer,,1,@AmericanAir requested a call back at 1am. My Cancelled Flighted flight through DFW shouldn't take this long to reroute. You're Customer Service lacks,,2015-02-23 05:51:48 -0800,"Bentonville, Arkansas", 569857128988602368,negative,1.0,Customer Service Issue,1.0,American,,JigsawLounge,,0,@AmericanAir will you review your systems re notification? The website and telephone systems you have in place are clearly inadequate.,,2015-02-23 05:51:41 -0800,SR2,London 569856784086777856,negative,1.0,Bad Flight,0.7140000000000001,American,,ronlieber,,0,@AmericanAir Why not sell MCE during post door-close shuffle in same way u sell drinks/snacks? People on my flight self-upgraded w/o paying.,,2015-02-23 05:50:19 -0800,Brooklyn by way of Chicago, 569855866255462401,neutral,1.0,,,American,,Bardi_toto,,0,@AmericanAir Will 2396 be Cancelled Flightled tonight?,,2015-02-23 05:46:40 -0800,Hawaii/Dallas/Tucson/LA,Pacific Time (US & Canada) 569855814716039168,negative,1.0,Late Flight,0.66,American,,CassVinograd,,0,"@AmericanAir Not good enough. No info communicated at any point - just silence. for hours as we sat. Oh, and then seat was broken. #worst",,2015-02-23 05:46:28 -0800,,Eastern Time (US & Canada) 569855409567207424,negative,1.0,Customer Service Issue,1.0,American,,ThatEricAlper,,0,@AmericanAir I can't get an operator after an hour's worth of calls to Cancelled Flight a delayed flight. Automated system doesn't go beyond message.,,2015-02-23 05:44:51 -0800,Toronto,Eastern Time (US & Canada) 569855205187190784,negative,1.0,Cancelled Flight,1.0,American,,stevenmartz,,0,@AmericanAir cannot provide us alternative flight until 36 hours Late Flightr ruining our trip! #Cancelled Flightled #angry #problems #ruined.,,2015-02-23 05:44:02 -0800,, 569854995958509568,negative,1.0,Lost Luggage,0.705,American,,Robin_Downing,,0,@AmericanAir Why did I have to stand at baggage claim for an hour waiting for a bag that you knew never made it on to the plane?,,2015-02-23 05:43:13 -0800,,Eastern Time (US & Canada) 569854535608311809,positive,1.0,,,American,,polpastor21,,0,"@AmericanAir I love travel with yours planes, all people is very nice, it's amazing! Can you please follow me back? 😋I love the company!",,2015-02-23 05:41:23 -0800,, 569854492126146560,negative,1.0,Cancelled Flight,0.6551,American,,RMauldin,,0,@AmericanAir Not very helpful if my flight is already Cancelled Flightled! What about reFlight Booking Problems? AA has my email and cell - yet no notifications.,,2015-02-23 05:41:12 -0800,Texas, 569854151531859968,negative,0.6774,Lost Luggage,0.6774,American,,derekc21,,0,"@AmericanAir @derekc21 , I leave Jaipur tomorrow , back to Dehli , Only in Delhi one night . we need to use our abilities to make magic .",,2015-02-23 05:39:51 -0800,"Innisfail, Alberta",Mountain Time (US & Canada) 569853969469734912,negative,1.0,Customer Service Issue,0.3642,American,,Davitossss,,0,@AmericanAir now you change my gate and don't tell me? What the fuck is wrong with you people. Learn to do your fucken job,,2015-02-23 05:39:08 -0800,, 569853568200503296,negative,0.6801,Customer Service Issue,0.3424,American,,nic_tudobem,,0,@AmericanAir Trying to make an online Flight Booking Problems one way from Barbados -NYC but wont let me as says I need a Barbados CC...why??!,,2015-02-23 05:37:32 -0800,New York, 569853327359516672,negative,1.0,Cancelled Flight,1.0,American,,teague_ryan,,0,@AmericanAir I would purchase it if I was there by choice but you guys Cancelled Flightled my flight and have me stuck at DFW for 7 hours!,,2015-02-23 05:36:35 -0800,Southern California, 569852965315584000,negative,1.0,Damaged Luggage,1.0,American,,bartellpeter,,0,@AmericanAir haha I did. They said it wasn't their fault somehow? You guys r a joke,,2015-02-23 05:35:08 -0800,, 569852657327738880,negative,1.0,Customer Service Issue,0.6753,American,,StephanSDalal,,0,"@AmericanAir Stuck in Miami, and one of the worst customer experiences I have ever had. Will be sure to let everyone know about my time w/AA",,2015-02-23 05:33:55 -0800,, 569852250488573952,negative,0.6831,Can't Tell,0.3873,American,,ra1der7581,,0,@AmericanAir 2days 2plains 2fails,,2015-02-23 05:32:18 -0800,"Albuquerque,New Mexico ",America/Boise 569852112605089792,negative,1.0,Customer Service Issue,1.0,American,,Beach_Girl7,,0,@AmericanAir @MurphyJulie it took them 6 hours to call me back. Then it disconnected twice. 😢 I'll never get back to work,,2015-02-23 05:31:45 -0800,Bentonville Arkansas,Central Time (US & Canada) 569852084536750080,negative,1.0,Lost Luggage,1.0,American,,Eleonora7,,0,"@AmericanAir so far all I am getting is ""maybe your bag will come today. We don't know."" Website says ""status unknown""- can you help?",,2015-02-23 05:31:38 -0800,"New York, NY ",Eastern Time (US & Canada) 569851972645466112,negative,1.0,Cancelled Flight,0.6709,American,,sindhurella67,,0,"@AmericanAir My flight 1108 was Cancelled Flightled. I need to be rebooked, and I can't do it online and they aren't answering calls. Help!",,2015-02-23 05:31:12 -0800,,Eastern Time (US & Canada) 569851952282112000,negative,1.0,Customer Service Issue,1.0,American,,RLDelahunty,,0,@AmericanAir I filled out that whole form before receiving a poor poor response. Is there no direct email address in reply?,"[51.44283789, -0.13974112]",2015-02-23 05:31:07 -0800,London , 569851855917830145,negative,1.0,Customer Service Issue,1.0,American,,ArtieFitchie,,0,"@AmericanAir Its the ABC's of PR, let your customers have the most info possible. Might want to go brush up on the basics...",,2015-02-23 05:30:44 -0800,Memphis,Central Time (US & Canada) 569851241922207746,negative,1.0,Customer Service Issue,1.0,American,,Huedaddy10,,0,last trip on @AmericanAir ... Poor customer service 3 trips in a row! @Delta here I come!,,2015-02-23 05:28:18 -0800,"Memphis, TN", 569850912451072000,negative,1.0,Customer Service Issue,0.7225,American,,whyemes,,0,@AmericanAir stiiiil waiting. Please respond as my flight leaves in 2 1/2 hrs,,2015-02-23 05:26:59 -0800,, 569850808029859840,positive,0.6845,,0.0,American,,DaileyPursuit,,0,"@AmericanAir no worries, loved flying with you guys. Thanks!",,2015-02-23 05:26:34 -0800,,Central Time (US & Canada) 569850597169598464,negative,1.0,Flight Attendant Complaints,0.6878,American,,HaileyUrban,,0,@AmericanAir you have the worst reps at Jacksonville airport. So rude and totally not helpful at all!,,2015-02-23 05:25:44 -0800,,Alaska 569850259507154944,negative,1.0,Customer Service Issue,1.0,American,,ariefriedheim,,0,"@AmericanAir Understood. Integration takes time, but no excuse for poor customer service",,2015-02-23 05:24:23 -0800,"New York, NY",Eastern Time (US & Canada) 569850239789568000,negative,1.0,Customer Service Issue,1.0,American,,theseanodell,,0,@malhoit at least you got a response from @AmericanAir via Twitter. I went 0 for 2 yesterday.,,2015-02-23 05:24:19 -0800,Texas,Central Time (US & Canada) 569850083140882432,negative,1.0,Lost Luggage,1.0,American,,Rom55Weber,,0,"@AmericanAir I am, called Paris office this morning again, still waiting. It is in Miami but apparently tag was ""taken off""",,2015-02-23 05:23:41 -0800,,Paris 569849818694037504,negative,1.0,Cancelled Flight,1.0,American,,ikeNball,,0,@AmericanAir Can I get some assistance? Flight Cancelled Flightled (today) from PHX to DFW. Not that I'm hating. But my job is concerned,"[33.55192892, -112.07392397]",2015-02-23 05:22:38 -0800,"Memphis, TN",Central Time (US & Canada) 569849550032101377,positive,1.0,,,American,,sfty1intx,,0,@AmericanAir would also like say kind move on adding the points !,,2015-02-23 05:21:34 -0800,, 569848857498161154,positive,1.0,,,American,,melaine_cre,,0,"@AmericanAir ok, I just received an email with my registration from your team. Thanks a lot",,2015-02-23 05:18:49 -0800,Saint Maur des Fossés,Paris 569847788986462209,negative,1.0,Late Flight,0.6684,American,,JoshSeefried,,0,@AmericanAir wasn't just a delay. Your counter wouldn't take a valid CAC card as a valid ID which is needed for a TSA precheck on pass,,2015-02-23 05:14:34 -0800,,Central Time (US & Canada) 569847671822946304,negative,1.0,Customer Service Issue,0.6697,American,,melaine_cre,,0,"@AmericanAir all right, but can you give me an email to write to ?",,2015-02-23 05:14:06 -0800,Saint Maur des Fossés,Paris 569847331064934401,neutral,1.0,,,American,,Beach_Girl7,,0,@AmericanAir is DFW accepting any arrivals or departures today?,,2015-02-23 05:12:45 -0800,Bentonville Arkansas,Central Time (US & Canada) 569847223829307392,neutral,0.6852,,0.0,American,,ronlieber,,2,"@AmericanAir Is it true, as FAs are saying, that you have no way to collect money from passengers (after door closing) who want a MCE seat?",,2015-02-23 05:12:20 -0800,Brooklyn by way of Chicago, 569846990076387328,negative,1.0,Customer Service Issue,0.6839,American,,AminahAMajeed,,0,@AmericanAir I called reservation at 1 am and I'm still waiting for someone to call me back,,2015-02-23 05:11:24 -0800,"New York, NY",Eastern Time (US & Canada) 569846963350454272,negative,1.0,Customer Service Issue,0.3487,American,,HaileyUrban,,0,@AmericanAir a confirmed flight. I'm so done! Thanks for nothing!,,2015-02-23 05:11:17 -0800,,Alaska 569846882291159040,positive,0.6588,,0.0,American,,Flora_Lola_NYC,,0,@AmericanAir Not necessary. I am confident the excellent in-flight staff will make the appropriate report.,,2015-02-23 05:10:58 -0800,,Eastern Time (US & Canada) 569846545715228673,neutral,0.6436,,0.0,American,,jono_1984,,0,"@AmericanAir Sorry, what equipment? Have the passengers been allowed to return to the plane?",,2015-02-23 05:09:38 -0800,Hertfordshire & London,London 569846356409339906,positive,1.0,,,American,,LisaMitchL,,0,@AmericanAir thank you for doing the best you could to get me rebooked. Agent on phone & addtl resolution on DM was very much appreciated.,,2015-02-23 05:08:53 -0800,Indianapolis,Eastern Time (US & Canada) 569846302663688192,negative,1.0,Customer Service Issue,0.6834,American,,HaileyUrban,,0,@AmericanAir no email no phone call no nothing. You've screwed with my flight and my family/Friends flights. You Cancelled Flighted reservations for,,2015-02-23 05:08:40 -0800,,Alaska 569846045892608001,negative,1.0,Customer Service Issue,0.6414,American,,stephenmartino,,0,"@AmericanAir If you care, could you have someone call me to explain what is going on.",,2015-02-23 05:07:39 -0800,"Baltimore, Maryland",Central Time (US & Canada) 569846023553720321,negative,1.0,Customer Service Issue,0.6681,American,,SFaldon_Sports,,0,Hey @AmericanAir why automated call me and then hang up at 4:45 am!?! And why can't I reschedule Cancelled Flighted flights via web!?! Come on!!!,,2015-02-23 05:07:33 -0800,"Fort Smith, Ark.",Central Time (US & Canada) 569845438494457856,negative,1.0,Cancelled Flight,1.0,American,,HaileyUrban,,0,@AmericanAir from a service rep but that hasn't happened yet. I'm honestly fed up and sick of this. No notice when my flight got Cancelled Flighted,,2015-02-23 05:05:14 -0800,,Alaska 569845041440677888,negative,1.0,Cancelled Flight,1.0,American,,CPalcisco,,0,@AmericanAir help. Flight to Dallas was Cancelled Flightled this morning from cle. on hold for 3 hours. Need to be booked on next flight out.,,2015-02-23 05:03:39 -0800,, 569844812783996928,negative,1.0,Customer Service Issue,0.6894,American,,HaileyUrban,,0,@AmericanAir me up in a hotel tonight and expect me to now pay even more money. I don't have that money!! I was supposed to get a call back,,2015-02-23 05:02:45 -0800,,Alaska 569844379176853504,negative,1.0,Cancelled Flight,1.0,American,,HaileyUrban,,0,@AmericanAir my flight 129 to dallas and 259 to SFO has been Cancelled Flighted and they can't get me on anything else until tomorrow. You won't put,,2015-02-23 05:01:01 -0800,,Alaska 569844262461972480,negative,1.0,Customer Service Issue,1.0,American,,C2Next,,0,@AmericanAir How is it possible that your call system can refuse callers for over twelve hours? What service options does that leave?,,2015-02-23 05:00:34 -0800,"St. Louis, Mo",Central Time (US & Canada) 569844251426729984,negative,1.0,Customer Service Issue,1.0,American,,chermc56,,0,"@AmericanAir I understand a bit of a wait, but I called at 6:23 pm and didn't get a call back until just after 11:00 pm, that's not cool","[42.205996, -83.35487329]",2015-02-23 05:00:31 -0800,"ÜT: 42.63352,-83.624194",Central Time (US & Canada) 569844044693577728,neutral,0.6549,,0.0,American,,bradleywilson09,,0,@AmericanAir @SouthwestAir — Y'all will like this one. http://t.co/hF8aJZ4ffl,,2015-02-23 04:59:42 -0800,"Wichita Falls, Texas", 569844028365275136,negative,1.0,Lost Luggage,1.0,American,,LeslieWolfson,,0,@AmericanAir Pathetic answer. Just found out my bag has been sitting at LGA for 20 hours and no call from you to lmk or delivery of bag. BAD,,2015-02-23 04:59:38 -0800,Miami Beach,Central Time (US & Canada) 569843745157451776,negative,1.0,Customer Service Issue,1.0,American,,EaglesJade,,0,@AmericanAir stranded in Miami because your automated system keeps hanging up on me for two days. Help !,,2015-02-23 04:58:30 -0800,, 569843488969371649,negative,0.6732,Customer Service Issue,0.3405,American,,nicoeats,,0,@AmericanAir is flight 1318 Cancelled Flighted or not? No word from the ground staff.,,2015-02-23 04:57:29 -0800,"Tokyo, Japan",Eastern Time (US & Canada) 569843485911560192,negative,1.0,Customer Service Issue,0.6627,American,,mwangbickler,,2,"“@AmericanAir: @mwangbickler We apologize for your frustrations, Michael. Have you been rebooked?” -got call back after 10 hours. Bad.","[47.62581201, -122.3501506]",2015-02-23 04:57:28 -0800,"Napa, CA",Pacific Time (US & Canada) 569843359029850112,negative,1.0,Customer Service Issue,0.6364,American,,melaine_cre,,0,"@AmericanAir I'm trying to register since 12:00,don't want to be separated from my brother during the15hours flight!There're few places left",,2015-02-23 04:56:58 -0800,Saint Maur des Fossés,Paris 569843331930263552,negative,1.0,Customer Service Issue,0.6708,American,,wordnerd153,,0,@AmericanAir trying to get thru to agent since last night b/c AA changed our flight to 2 days from now. Infuriating! We need to get to SEA!,,2015-02-23 04:56:52 -0800,"Bellevue, WA", 569842929860263936,negative,1.0,Customer Service Issue,0.6531,American,,teague_ryan,,0,"@AmericanAir called last night, after 10hrs got call back, can I get a one day pass to admirals club? I'm going to be spending 7hrs in DFW",,2015-02-23 04:55:16 -0800,Southern California, 569842758967386112,negative,1.0,Customer Service Issue,1.0,American,,flemmingerin,,0,@AmericanAir how can I get you guys to respond to my tweets and DM??? Really sad feeling to be ignored.,,2015-02-23 04:54:35 -0800,San Diego, 569842295387791361,negative,1.0,Customer Service Issue,1.0,American,,rpstranslations,,0,@AmericanAir I am still waiting for that call back. Stranded and no one to talk to,,2015-02-23 04:52:45 -0800,"Chicago, IL", 569842067544805376,neutral,0.3512,,0.0,American,,flyneverdies,,0,@AmericanAir thank you...I know it's a busy for you today but any help would be appreciated...,,2015-02-23 04:51:50 -0800,cali bound,Central Time (US & Canada) 569841575737499648,positive,1.0,,,American,,TheTimSales,,0,@AmericanAir Karen Riedel is a rock star employee and a miracle worker. I really appreciated her help this morning!,,2015-02-23 04:49:53 -0800,"Dallas, TX",Central Time (US & Canada) 569841476240166912,negative,1.0,Customer Service Issue,1.0,American,,rac22582,,0,@AmericanAir trying to talk 2 customer service to add lap child and can't get a hold of anybody. I need help!!!!!,,2015-02-23 04:49:29 -0800,,America/Chicago 569841254655270912,negative,0.655,Flight Booking Problems,0.3352,American,,Active_Aly,,0,"@AmericanAir @Active_Aly thx. We have already been on the iberia website, and seat reservation is unavailable. Hopefully we can call them.","[25.8058716, -80.1255332]",2015-02-23 04:48:36 -0800,"London, England",Eastern Time (US & Canada) 569841119783202817,negative,1.0,Customer Service Issue,0.698,American,,jaimehag,,0,@AmericanAir this merger with @USAirways @usairwis a cluster of inefficiency and misinformation. When is it going to be done?,,2015-02-23 04:48:04 -0800,"New York, NY",Atlantic Time (Canada) 569840848764059648,negative,1.0,Customer Service Issue,1.0,American,,RMauldin,,1,.@AmericanAir @Kaha58 Would be nice if you could actually talk to the reserv. team...it just hangs up on you and has been since last night.,,2015-02-23 04:47:00 -0800,Texas, 569839807787958273,negative,1.0,longlines,0.6798,American,,unclesahm,,0,@AmericanAir why is there only one checkpoint open at JFK terminal 8? Ridiculous.,,2015-02-23 04:42:51 -0800,LA via NY via SP,Pacific Time (US & Canada) 569839377104285696,negative,1.0,Customer Service Issue,0.664,American,,ih8ms,,0,@AmericanAir wow. Flight crew shows up :15 mins before the flight. No catering for AA3390. Nice. Why to treat your customers.,,2015-02-23 04:41:09 -0800,, 569839216512917504,negative,1.0,Customer Service Issue,0.6707,American,,thelyandre,,0,@AmericanAir.If I miss saying goodbye to my friend cause of your crappy service I swear you will never hear the end of it.#AmericanAirlines,,2015-02-23 04:40:30 -0800,"Brooklyn, NY", 569839118093398016,neutral,0.6815,,,American,,ThatsKathalina,,0,@AmericanAir .. UMM hello?,"[27.69523415, -97.34856142]",2015-02-23 04:40:07 -0800,,Eastern Time (US & Canada) 569838878049345536,neutral,1.0,,,American,,McKennon,,0,@AmericanAir QSVGRU when would the next flight arrive?,,2015-02-23 04:39:10 -0800,,Atlantic Time (Canada) 569838834810093568,negative,1.0,Customer Service Issue,0.6615,American,,TomGasparetti,,0,@AmericanAir that is absolutely false stmt. You have a comedy of errors incl no catering etc #GetYourActTogether,,2015-02-23 04:38:59 -0800,, 569838589879685120,negative,1.0,Damaged Luggage,0.5193,American,,bartellpeter,,0,@AmericanAir how do I see your report team?,,2015-02-23 04:38:01 -0800,, 569838466697175040,negative,1.0,Customer Service Issue,1.0,American,,thelyandre,,0,@AmericanAir. It's been 5 hours and still no call and now we are back to being hung up on by an automated system. #AmericanAirlines,,2015-02-23 04:37:32 -0800,"Brooklyn, NY", 569838141273559040,negative,1.0,Lost Luggage,0.6715,American,,mjsorci,,0,"@AmericanAir you bet make this screw up right (for once). Things I need in bag for my job and you have ""grounded"" me today #painandsuffering",,2015-02-23 04:36:14 -0800,, 569837686367744000,negative,0.6678,Customer Service Issue,0.3518,American,,Precious_Here,,0,"@AmericanAir Last thing I want to deal w/ before 8 on a Mon! I've already waited the suggested wait time, so I hope I get a call back ASAP.",,2015-02-23 04:34:26 -0800,Indianapolis ,Central Time (US & Canada) 569837685428359168,negative,1.0,Customer Service Issue,1.0,American,,thelyandre,,0,@AmericanAir. All I get is an automated system that hangs up on me. I finally get a message that some will call me back in 2 hours.,,2015-02-23 04:34:25 -0800,"Brooklyn, NY", 569837650984751104,negative,1.0,Customer Service Issue,1.0,American,,MurphyJulie,,0,@AmericanAir @emrey35 But it says your agents are too busy and to try back Late Flightr???,,2015-02-23 04:34:17 -0800,, 569837381261533185,negative,1.0,Late Flight,0.36200000000000004,American,,mjsorci,,0,"@AmericanAir file loc:TJYCQH. Bag at airport since last nite.Not ""scheduled"" to get PU unt aft 8? WHY? U shld b ashamed. I'm disgusted w/u",,2015-02-23 04:33:13 -0800,, 569837191540551680,negative,1.0,Customer Service Issue,0.6824,American,,Precious_Here,,0,@AmericanAir I remained on hold for 2 hrs to resolve my flight schedule & your system hung up on me. #unhappycustomer,,2015-02-23 04:32:28 -0800,Indianapolis ,Central Time (US & Canada) 569837152332333056,negative,1.0,Customer Service Issue,1.0,American,,thelyandre,,0,@AmericanAir. For two days now I have been trying to reach #AmericanAirlines customer service to change my flight.,,2015-02-23 04:32:18 -0800,"Brooklyn, NY", 569836467876470784,negative,1.0,Can't Tell,1.0,American,,thelyandre,,0,@AmericanAir . Death of a dear friend has me heart broken but #AmericanAirlines has me heated!,,2015-02-23 04:29:35 -0800,"Brooklyn, NY", 569836433931808768,negative,1.0,Lost Luggage,0.3538,American,,JoshSeefried,,0,@AmericanAir spent hour+ trying to check after to use military ID for luggage then messed up boarding pass & forced into line again.,,2015-02-23 04:29:27 -0800,,Central Time (US & Canada) 569835918955143168,negative,1.0,Customer Service Issue,1.0,American,,bugmeyer,,1,@AmericanAir has no customer service via phone or in person. Just a stone wall with a giant middle finger painted on it.,,2015-02-23 04:27:24 -0800,"Chicago, IL",Eastern Time (US & Canada) 569835766416867328,negative,1.0,Lost Luggage,0.6627,American,,LeslieWolfson,,0,"@AmericanAir 3days and no call,bag or anyone to pick up my call. Held on ph til 130 am and holding again now. Insane,#help",,2015-02-23 04:26:48 -0800,Miami Beach,Central Time (US & Canada) 569835751275433984,negative,1.0,Customer Service Issue,0.6516,American,,coreyteague,,0,"@AmericanAir way to ruin a vacation, my brother has called all night and had multiple places in line only to get dead air on call back",,2015-02-23 04:26:44 -0800,Southern California,Pacific Time (US & Canada) 569835641514692608,negative,1.0,Customer Service Issue,0.6733,American,,lightworx78,,0,"@AmericanAir trying to change my flight and you just hang up on ppl bc call volume is high. That's a joke, right?",,2015-02-23 04:26:18 -0800,A tiny place in the universe,Arizona 569835167944019968,negative,1.0,Lost Luggage,0.6812,American,,Eleonora7,,0,@AmericanAir thanks for reFlight Booking Problems me on a flight and then leaving my luggage in NYC. Unbelievable.,,2015-02-23 04:24:25 -0800,"New York, NY ",Eastern Time (US & Canada) 569834060043780096,positive,1.0,,,American,,cofc98grad,,0,@AmericanAir thank you!,,2015-02-23 04:20:01 -0800,, 569832860795985920,positive,1.0,,,American,,Gamerguy212,,0,@AmericanAir I Love American Airlines :D,,2015-02-23 04:15:15 -0800,New York City ,Eastern Time (US & Canada) 569832733226110976,negative,1.0,Customer Service Issue,0.6283,American,,mas90guru,,0,"@AmericanAir how about a reservation phone system that actually works? You know the 800 number is unreachable? Callbacks are ""dead air"".",,2015-02-23 04:14:45 -0800,"Glastonbury, CT",Eastern Time (US & Canada) 569832383991525377,negative,1.0,Cancelled Flight,0.6422,American,,ThatsKathalina,,0,"@AmericanAir , I was told my flights 2516 & 2244 was Cancelled Flightled. But I don't seem to have any date/time changes. I've been waiting for a call","[27.69540747, -97.34836874]",2015-02-23 04:13:21 -0800,,Eastern Time (US & Canada) 569832363527708674,positive,0.6623,,0.0,American,,TheMightyGarn,,0,@AmericanAir v nice of you to give me a breakfast voucher for $7 in an airport. That almost got me a whole drink!!,,2015-02-23 04:13:17 -0800,"Chicago, IL",Central Time (US & Canada) 569832053241450496,negative,1.0,Customer Service Issue,0.6648,American,,RLDelahunty,,0,"@AmericanAir husband & I complain about same flight. He gets voucher, I get nothing. Because he flew biz!? Who do I email about this?","[51.44275382, -0.13962939]",2015-02-23 04:12:03 -0800,London , 569831634817708032,negative,1.0,Customer Service Issue,1.0,American,,hale36,,0,@AmericanAir no date on when revieving our money sent a letter in post and several emails no reply?? very frustrated,,2015-02-23 04:10:23 -0800,, 569831418412429312,negative,1.0,Customer Service Issue,1.0,American,,farfalla818,,0,@AmericanAir you're running 5+ hours behind replying to anyone via Twitter. this is beyond unacceptable. I'm running out of time!,,2015-02-23 04:09:31 -0800,"Plano, Texas", 569831393682976768,neutral,0.6872,,0.0,American,,hale36,,0,@AmericanAir hi do you have a phone number to ring from uk regarding claim for our Late Flight flight departure claim amount agreed just had no,,2015-02-23 04:09:25 -0800,, 569830532516868097,negative,1.0,longlines,1.0,American,,sweet8mel,,0,@AmericanAir not sure why we are being made to stand in line outside for plane that isn't ready to board when I could be sitting inside,,2015-02-23 04:06:00 -0800,, 569830322357084160,negative,1.0,Lost Luggage,1.0,American,,Tmonkk,,0,"@AmericanAir even when I did get through, no one knew anything about my bag. This is ridiculous, I still don't have my bag from Saturday.",,2015-02-23 04:05:10 -0800,,Eastern Time (US & Canada) 569830069746712576,negative,1.0,Flight Attendant Complaints,1.0,American,,Peakway3,,0,@AmericanAir thank you Mr Parker for screwing over chairman preferred when we fly AA. No #firstclass option and treated like crap by staff,,2015-02-23 04:04:10 -0800,North Carolina, 569829960178905089,negative,1.0,Late Flight,0.6679,American,,sweet8mel,,0,@AmericanAir thinks it's a good cs to get everyone through the gate for flight 4275 then we wait bc plane not ready http://t.co/rxmjWoo7Qi,,2015-02-23 04:03:44 -0800,, 569829233423360000,neutral,0.6849,,0.0,American,,ThatsKathalina,,0,"@AmericanAir , CHECK DM PLEASE!",,2015-02-23 04:00:50 -0800,,Eastern Time (US & Canada) 569828817960869888,neutral,0.6452,,,American,,superkash,,0,"@AmericanAir got a callback at 1 am, took care of it. thanks.",,2015-02-23 03:59:11 -0800,"chapel hill, nc",Eastern Time (US & Canada) 569828681297870848,negative,1.0,Customer Service Issue,0.6673,American,,traceymalone,,0,@AmericanAir POOR EXPERIENCE 2day at ord chkin. 8 emp. w/3 cust. 10 waiting. Asked to speak w/supervisor. Told 20 min. In a mtg!! What?!?!,,2015-02-23 03:58:39 -0800,"chicago, il",Indiana (East) 569827699243544576,negative,1.0,Customer Service Issue,1.0,American,,BloomBuzz,,0,@AmericanAir Have been trying to reach American Airlines since last evening to Cancelled Flight flights. WORST CUSTOMER SERVICE EVER! What now???,,2015-02-23 03:54:45 -0800,"Amityville, NY", 569827608193585152,negative,1.0,Cancelled Flight,1.0,American,,justinvanbogart,,0,@AmericanAir - cruel & unusual to Cancelled Flight flight w/o notice & make someone stay on hold for 30min & listen to the same ad in a loop,,2015-02-23 03:54:23 -0800,"Charleston, SC",Eastern Time (US & Canada) 569827602589835265,negative,1.0,Cancelled Flight,0.6315,American,,farfalla818,,0,@AmericanAir can you please help? you've now rebooked me incorrectly after flight was Cancelled Flightled. please fix my flt to Tuesday!!,,2015-02-23 03:54:21 -0800,"Plano, Texas", 569826633152110592,negative,1.0,Customer Service Issue,0.6834,American,,Right_vs_Wrong,,0,@AmericanAir its now 17 days since I contacted customer relations... #surf #fail #BaggageDrama http://t.co/CS1673hrqQ,,2015-02-23 03:50:30 -0800,"London, UK",London 569826452633313280,positive,1.0,,,American,,droqen,,0,@AmericanAir Eventually the call got through. Not sure what changed. Thank you a lot though!,,2015-02-23 03:49:47 -0800,,Eastern Time (US & Canada) 569825634295230466,negative,0.6543,Customer Service Issue,0.6543,American,,farfalla818,,0,@AmericanAir I've been doing this all night. Can someone please help? I need my flt fixed. Please???,,2015-02-23 03:46:32 -0800,"Plano, Texas", 569823770308939776,negative,1.0,Customer Service Issue,1.0,American,,nickey_y,,0,"@AmericanAir i tried all day. Have been disconnected due to ""heavy call volume.""",,2015-02-23 03:39:08 -0800,, 569823600837947392,neutral,1.0,,,American,,zozo24dad,,0,@AmericanAir is flight 2413 to LA delayed?,,2015-02-23 03:38:27 -0800,,Eastern Time (US & Canada) 569822277145133056,positive,1.0,,,American,,CGNewell,,0,@AmericanAir Thanks :-) Good to be back safely. See you again soon!,"[40.62967208, -73.90433402]",2015-02-23 03:33:12 -0800,, 569822102062309376,negative,0.6372,Late Flight,0.6372,American,,RyanBarrell,,0,"@AmericanAir Hey, what's happening with #AA65 Zurich - JFK? Appears to have squawked 7700 and landed at London Heathrow",,2015-02-23 03:32:30 -0800,London,London 569821659097477120,negative,1.0,Cancelled Flight,1.0,American,,harshdouble,,0,@AmericanAir got call saying flight Cancelled Flightled but checked online and it isn't Cancelled Flightled. No where near bad weather. I have job interview,,2015-02-23 03:30:44 -0800,, 569821519116955650,neutral,0.6591,,0.0,American,,melaine_cre,,0,"@AmericanAir Hello ! I cannot register for my tomorrow flight from Paris to Las Vegas ""This feature is currently unavailable"" appears ?",,2015-02-23 03:30:11 -0800,Saint Maur des Fossés,Paris 569821309137514496,neutral,1.0,,,American,,TheSmartraveler,,0,@AmericanAir When did they start to sell water @AdmiralsClub ?,"[25.79729334, -80.28082058]",2015-02-23 03:29:21 -0800,"Los Angeles, CA", 569821145697890304,negative,1.0,Customer Service Issue,0.6459,American,,harshdouble,,0,@AmericanAir #worstcustservice you should have contingency plans for extra workers during bad weather. 4+ hours hold #ridiculous,,2015-02-23 03:28:42 -0800,, 569820671234060288,negative,0.6336,Cancelled Flight,0.6336,American,,urduckcommander,,0,@AmericanAir all I want is to know what to do regarding my connecting flights since my 1st is Cancelled Flightled. Could you be of assistance?,,2015-02-23 03:26:49 -0800,,Quito 569820619682009088,neutral,1.0,,,American,,jono_1984,,0,"@AmericanAir Hi guys, can you tell me what the emergency is for #AA65 diverting to #Heathrow from Zurich-New York? Thanks, John.",,2015-02-23 03:26:37 -0800,Hertfordshire & London,London 569818697113702400,negative,1.0,Flight Booking Problems,0.6775,American,,atuitel,,0,@AmericanAir Please stop changing my flights for Spring Break. This is the 5th time!,,2015-02-23 03:18:58 -0800,Michigan,Eastern Time (US & Canada) 569818507891871744,negative,1.0,Can't Tell,0.3521,American,,reallygilly3,,0,@AmericanAir a school trip of 38 including myself had to sleep over in the airport and are all on different standby flights.This is not good,,2015-02-23 03:18:13 -0800,Everywhere,Eastern Time (US & Canada) 569818121302896640,negative,1.0,Customer Service Issue,1.0,American,,BiancaFernet,,0,@AmericanAir your customer service is inferior to that of a nationalized third world nation's airline. Get it together.,,2015-02-23 03:16:41 -0800,, 569817817522044928,negative,1.0,Cancelled Flight,1.0,American,,JonGroom90,,1,"@AmericanAir not only did you Cancelled Flight our flight from JFK and delay us by 29 hours, you've now lost 2 of our bags. Worst airline ever.",,2015-02-23 03:15:29 -0800,Bexleyheath,Amsterdam 569817471940587520,negative,0.6372,Late Flight,0.3293,American,,mcm0018,,0,@AmericanAir Flight AAL65 declared state of emergency? Squawking 7700...,,2015-02-23 03:14:06 -0800,, 569817130801221632,negative,1.0,Late Flight,1.0,American,,DanJWillis,,0,@AmericanAir just want to thank you guys for the 27 hour delay for flight AA106 from JFK due to staff shortage and not weather✈️,,2015-02-23 03:12:45 -0800,my top secret gaming facility,Casablanca 569816739699150849,negative,1.0,Late Flight,0.6955,American,,erina_jones,,0,@AmericanAir you delayed me for 15 hours in Chicago and still managed to lose my bag! Really not happy,,2015-02-23 03:11:12 -0800,London, 569815545077501952,negative,1.0,Late Flight,0.6649,American,,ProConPartners,,0,@AmericanAir Your rubbish at Social Media! In the air two hours Late Flight but that's better than being Cancelled Flightled!,,2015-02-23 03:06:27 -0800,UK, 569815422675124225,negative,1.0,Lost Luggage,1.0,American,,Samfrancis6209,,0,@AmericanAir yes but you did manage to lose two of our bags. Horrendous airline.,,2015-02-23 03:05:58 -0800,,Amsterdam 569814855349346304,positive,1.0,,,American,,TimMoore,,0,"@AmericanAir Thanks guys, you got it. I'm heading to Milan on Wednesday, so big week with the AA family :)",,2015-02-23 03:03:42 -0800,New York | Hong Kong ,Eastern Time (US & Canada) 569811470797676544,negative,1.0,Late Flight,1.0,American,,icarolinaperin,,0,@AmericanAir 953 our fligth Somthing to talk about this?,,2015-02-23 02:50:15 -0800,Buenos Aires,Buenos Aires 569811246096064512,negative,1.0,Customer Service Issue,1.0,American,,flyneverdies,,0,@AmericanAir interested in possibly changing my flight to another day...need to see if there are any fees but your number is busy,,2015-02-23 02:49:22 -0800,cali bound,Central Time (US & Canada) 569811225770479616,negative,1.0,Customer Service Issue,1.0,American,,urduckcommander,,0,@AmericanAir I understand you are busy but I have still gotten no answer. I need to get home and you guys have not helped at all,,2015-02-23 02:49:17 -0800,,Quito 569810928449003521,negative,0.6672,Can't Tell,0.3498,American,,lindseyjerin,,0,@AmericanAir No I do not have them yet. Called for baggage status 5 times yesterday.,,2015-02-23 02:48:06 -0800,"Alexandria, VA",Quito 569806083981758464,positive,0.6702,,0.0,American,,SimonWallner,,0,@AmericanAir thanks. They did not charge anything in the end so all is good.,,2015-02-23 02:28:51 -0800,"Vienna, Austria",Vienna 569806030584057856,positive,1.0,,,American,,trappermartin,,0,@AmericanAir @USAirways wonderful FC FA on flight 2062 pre dawn! Nice start to the day!,,2015-02-23 02:28:38 -0800,"Rockville, MD",Quito 569805521638662144,negative,1.0,Customer Service Issue,1.0,American,,harshdouble,,0,@AmericanAir been on hold for for over two hours. After waiting 2 hours earlier. Can't get any info on my reservation. How is that ok?,,2015-02-23 02:26:37 -0800,, 569805235255783424,negative,1.0,Customer Service Issue,1.0,American,,flemmingerin,,0,"@AmericanAir @nickcunningham1 Except now there is no wait time, the phone system just hangs up on you. So continuing to hold won't help.",,2015-02-23 02:25:29 -0800,San Diego, 569804589437812736,negative,1.0,Late Flight,0.6697,American,,tessabusenius,,0,"@AmericanAir LGA already by the time we pulled from the flight. QQBMUG. feel free to look up how many flights we've been ""reticketed"" on.",,2015-02-23 02:22:55 -0800,Edmonton, 569804373859020801,negative,1.0,Customer Service Issue,1.0,American,,flemmingerin,,0,"@AmericanAir @loganex except if you call now you'll get the same message. Trust me, I've tried.",,2015-02-23 02:22:03 -0800,San Diego, 569803373530128384,negative,1.0,Lost Luggage,1.0,American,,tessabusenius,,0,@AmericanAir westjet and your rep won't do anything about my lost luggage- which I never even checked with westjet because it was lost in,,2015-02-23 02:18:05 -0800,Edmonton, 569803188901031936,negative,1.0,Customer Service Issue,1.0,American,,tessabusenius,,0,"@AmericanAir waited in the airport for two days to get home, not weather reLate Flightd. Dealt with horrible customer service. Finally switched to",,2015-02-23 02:17:21 -0800,Edmonton, 569802396328534016,negative,1.0,Customer Service Issue,1.0,American,,flemmingerin,,0,@AmericanAir are you ignoring me on purpose? It was sad enough having your automated system hang up on me 😭,,2015-02-23 02:14:12 -0800,San Diego, 569802164060557312,negative,1.0,Customer Service Issue,1.0,American,,tessabusenius,,0,@AmericanAir who do I need to talk to to get a full refund on my trip? Your call center offers no assistance.,,2015-02-23 02:13:16 -0800,Edmonton, 569801797851697152,negative,1.0,Lost Luggage,1.0,American,,tessabusenius,,0,@AmericanAir why wont you find my luggage without blaming everyone else?,,2015-02-23 02:11:49 -0800,Edmonton, 569801344988680192,negative,1.0,Can't Tell,0.6355,American,,Peakway3,,0,@AmericanAir that all AA is for USAir Elite members. It's one big disappointment in the way we are treated. #epicfailure,,2015-02-23 02:10:01 -0800,North Carolina, 569801089022734336,neutral,0.6577,,0.0,American,,kcgent,,0,"@AmericanAir we have been rebooked due to weather, but need to change our reservation and fly on the 24th, instead of the 23rd.",,2015-02-23 02:09:00 -0800,,Central Time (US & Canada) 569800909942886400,negative,1.0,Customer Service Issue,1.0,American,,cerbederb,,0,@AmericanAir love how you can't get an agent on the phone and the automated system hangs up on you,,2015-02-23 02:08:17 -0800,, 569799734774272002,negative,1.0,Cancelled Flight,0.6687,American,,UNTAudra,,0,@AmericanAir I was just called abt my flight Cancelled Flightlation- a flight that was Cancelled Flightled at 10:30a Sunday. Two 4:00a calls are not okay.,,2015-02-23 02:03:37 -0800,texas,Eastern Time (US & Canada) 569799402119770113,neutral,0.6877,,0.0,American,,flemmingerin,,0,@AmericanAir Can you respond to my DM?,,2015-02-23 02:02:18 -0800,San Diego, 569799325175275520,negative,1.0,Can't Tell,0.6611,American,,AebischerDrew,,0,"@AmericanAir Thank you for the worst experience ever on an airline, from me to you, I hope your embarrassed as an airline. Pathetic",,2015-02-23 02:02:00 -0800,Illinos, 569799181394538496,neutral,1.0,,,American,,flemmingerin,,0,@AmericanAir airport to figure this out or can someone tell me now? Flight is from San Juan to San Diego,,2015-02-23 02:01:25 -0800,San Diego, 569799053690556418,neutral,0.6564,,0.0,American,,flemmingerin,,0,@AmericanAir if you could let me know where I'm staying tonight (if you've booked anything) that would be great. Do I have to go to the,,2015-02-23 02:00:55 -0800,San Diego, 569798946740166656,negative,1.0,Lost Luggage,1.0,American,,julieb2306,,0,"@AmericanAir @British_Airways 2 weeks ago today i arrived in miami and I still don't have my bag, absolute disgrace!",,2015-02-23 02:00:29 -0800,Glasgow / Scotland,Casablanca 569797440100036608,neutral,0.6664,,0.0,American,,davidkli,,0,@AmericanAir what terminal LHR for aa5/BA1506? Doesn't say in boarding pass,,2015-02-23 01:54:30 -0800,"New York, NY",Eastern Time (US & Canada) 569796511409704960,negative,1.0,Can't Tell,0.6678,American,,flemmingerin,,0,@AmericanAir so am I going to be homeless or do I have a place to stay tonight? Can you respond to me here so I can go back to sleep?,,2015-02-23 01:50:49 -0800,San Diego, 569795397448634368,negative,1.0,Customer Service Issue,0.3485,American,,flemmingerin,,0,@AmericanAir at 5 am and have no clue if we have a place to stay or not,,2015-02-23 01:46:23 -0800,San Diego, 569795284764532736,negative,1.0,Customer Service Issue,0.659,American,,flemmingerin,,0,"@AmericanAir but really, can you DM me on here to verify if you've booked a hotel for our extra night here? Kinda unsettling to get a call",,2015-02-23 01:45:56 -0800,San Diego, 569794658479394817,negative,0.6752,Can't Tell,0.3392,American,,flemmingerin,,0,@AmericanAir extra night we have to stay in San Juan now. How can I check on that?,,2015-02-23 01:43:27 -0800,San Diego, 569794574966591489,negative,0.6546,Late Flight,0.6546,American,,flemmingerin,,0,@AmericanAir hey I got a call saying our flight was rescheduled but I can't get through to anyone to see if you're providing a hotel for the,,2015-02-23 01:43:07 -0800,San Diego, 569793460414189568,negative,1.0,Lost Luggage,1.0,American,,DavidWLocke,,0,@AmericanAir @emeyerson @ggreenwald Don't wait on a bag. Go to Walmart and get what you need for tomorrow morning.,,2015-02-23 01:38:41 -0800,"San Antonio, Texas",Central Time (US & Canada) 569792794711220224,neutral,1.0,,,American,,miffSC,,0,@AmericanAir More or less - after a night in a party hotel - no sleep and a 5:30 am rebook- on our way back to PHL http://t.co/4G0K0z2rei,,2015-02-23 01:36:03 -0800,http://about.me/miffsc,Eastern Time (US & Canada) 569790444797865984,neutral,1.0,,,American,,KoolFatKat,,0,@AmericanAir Hi. I have KOA-LAX-PHL-ORD booked as a 1-way savr awrd. If I called to chnge it to KOA-LAX-PHX-ORD would I have to pay any fees,,2015-02-23 01:26:42 -0800,, 569790297875599361,negative,1.0,Lost Luggage,1.0,American,,Rom55Weber,,1,@AmericanAir been calling 2 different offices already and still no sign of my baggage. First time on American Air.. (6),,2015-02-23 01:26:07 -0800,,Paris 569789996707803136,negative,1.0,Customer Service Issue,1.0,American,,sarahruthbrady,,0,@AmericanAir @Cowboycerrone You apologise for HIS frustrations & HIS disappointment but NOT your terrible service? #BlameShiftOverload,,2015-02-23 01:24:56 -0800,, 569789622491820032,negative,1.0,Can't Tell,0.3641,American,,KottemannFYW,,0,@AmericanAir Got it worked out. Had to postpone my trip and pay extra though. :/ Not easy for a poor graduate student.,,2015-02-23 01:23:26 -0800,"Lafayette, LA", 569788202174713856,negative,0.6536,Customer Service Issue,0.6536,American,,seamswrite,,0,"@AmericanAir How best to talk with an agent to reschedule Cancelled Flighted flight? No one answers at AA. Know it's busy, but need help.Thanks",,2015-02-23 01:17:48 -0800,, 569788087481409537,negative,1.0,Can't Tell,0.6694,American,,Allieism_,,0,@AmericanAir I don't want to waste any more of my time on your airline (you've already robbed 21 hours of my day) but I definitely will.,,2015-02-23 01:17:20 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569787573725491200,negative,0.6864,Can't Tell,0.3523,American,,Rom55Weber,,1,@AmericanAir me because it might not be so urgent for you but it really is for me. (5),,2015-02-23 01:15:18 -0800,,Paris 569787479324299265,negative,1.0,Lost Luggage,1.0,American,,Rom55Weber,,1,@AmericanAir i've now been in France two days without changing clothes and nothing to keep me warm so please locate my bag and send it to(4),,2015-02-23 01:14:55 -0800,,Paris 569787232292245504,negative,1.0,Late Flight,0.6801,American,,LeoSouza1977,,0,"@AmericanAir flight 45 JFK-LAS. First the catering was Late Flight, the. No push back crew. 2hrs delay.",,2015-02-23 01:13:56 -0800,New York City,Eastern Time (US & Canada) 569786809028255744,negative,1.0,Cancelled Flight,0.6605,American,,seamswrite,,0,@AmericanAir Flight Cancelled Flighted 2nd time. Can't reach agent to reschedule. Can you call me?,,2015-02-23 01:12:16 -0800,, 569786720562110464,negative,1.0,Lost Luggage,1.0,American,,Rom55Weber,,1,"@AmericanAir my two coats were in that bag so i have been in france with no coat, walking around with a T shirt and one clean pair.(3)",,2015-02-23 01:11:54 -0800,,Paris 569786457998680064,negative,1.0,Lost Luggage,1.0,American,,Rom55Weber,,1,@AmericanAir my bag is still in Miami and cannot be located?! How do you loose a bag like that? With a tag and everything?? (2),,2015-02-23 01:10:52 -0800,,Paris 569786215693742080,negative,1.0,Lost Luggage,0.6999,American,,Rom55Weber,,1,"@AmericanAir So i was visiting SJU and was returning to Paris and they checked my bag at the gate in SJU, i arrived in paris and nothing,(1)",,2015-02-23 01:09:54 -0800,,Paris 569784699117137920,negative,1.0,Customer Service Issue,1.0,American,,EyeOfTheGate,,0,@AmericanAir speaking 2 languages paid off! as the US line left me over 70 min in hold -without an answer- the latinamerican solved in 20min,,2015-02-23 01:03:53 -0800,San Francisco,Pacific Time (US & Canada) 569784114309693440,positive,1.0,,,American,,FOHeming,,0,"@AmericanAir Yep, was in one of my other camera memory card :D",,2015-02-23 01:01:33 -0800,Left hand seat in flightdeck,London 569782460000514048,negative,1.0,Cancelled Flight,1.0,American,,br0hith,,0,"@AmericanAir is terrible, my flights Cancelled Flighted and i've been on hold for the past 4 hours. Never again.",,2015-02-23 00:54:59 -0800,,Eastern Time (US & Canada) 569782378270314498,negative,1.0,Bad Flight,1.0,American,,gubelmom,,0,@AmericanAir I certainly hope my LA /PBI on 25 th has a NEW plane . The seats on Feb 11 th flight ( in reverse) God awful,,2015-02-23 00:54:39 -0800,world,Eastern Time (US & Canada) 569780060523261952,negative,1.0,Customer Service Issue,0.6521,American,,carlacrooker,,0,@AmericanAir 20 HS students from Ithaca NY stuck in Miami flts xld u won't rebook to get kids home use carrier alliance #rulesshouldbend,,2015-02-23 00:45:27 -0800,,Eastern Time (US & Canada) 569779719798951936,negative,1.0,Can't Tell,1.0,American,,JuntyH,,0,@AmericanAir Hands down the worst airline to travel with. Really really fucking bad.,,2015-02-23 00:44:05 -0800,, 569775795452792833,neutral,0.6667,,,American,,dkar84,,0,@AmericanAir can you use the aa credit platinum select world mastercard for Alaska flights? Or just american?,,2015-02-23 00:28:30 -0800,"Renton, WA", 569774692371820544,neutral,1.0,,,American,,brooks_angus,,0,@AmericanAir Why did AA973 return to JFK? Thanks :),,2015-02-23 00:24:07 -0800,Greater Geelong , 569774273851568128,negative,1.0,Customer Service Issue,1.0,American,,bethany_ft,,0,@AmericanAir is the 24/7 phone line open? On hold for over 2 hours now. Your check-in agents cannot help at the airport itself. Please help.,,2015-02-23 00:22:27 -0800,,Eastern Time (US & Canada) 569772113378217984,negative,1.0,Lost Luggage,1.0,American,,christinachime,,0,@AmericanAir what sense is it to charge for a bag service when the service isn't great. Losing luggage and now missing items this is bs,,2015-02-23 00:13:52 -0800,, 569771576528220161,negative,1.0,Can't Tell,0.6518,American,,PiersDenney,,0,@AmericanAir No it isn't - sheer incompetence was reigning at DFW today. I was there. On a plane on the GD runway. I doubt you were.,,2015-02-23 00:11:44 -0800,"Kansas City, MO USA",Central Time (US & Canada) 569770867841839104,negative,0.6914,Late Flight,0.3646,American,,SXSEFoodCo,,0,"@AmericanAir yes we did make it home. But by no means am I happy. I've always chosen AA as my 1st choice when flying, I'm rethinking that...",,2015-02-23 00:08:55 -0800,, 569770321563279360,negative,1.0,Customer Service Issue,1.0,American,,whyemes,,0,@AmericanAir still waiting on a dm response..... #sloooowresponses,,2015-02-23 00:06:45 -0800,, 569769747019128832,negative,1.0,Late Flight,0.6708,American,,FatiElo,,0,@AmericanAir @robinreda that can be a stop over before Paris. You are an embarrassment,,2015-02-23 00:04:28 -0800,Londres,Paris 569769643864408064,negative,1.0,Cancelled Flight,0.3483,American,,FatiElo,,0,@AmericanAir @robinreda being stuck two days in the airport is not something pretty normal. I am positive you can find a plane to Europe,,2015-02-23 00:04:03 -0800,Londres,Paris 569769633995104256,negative,1.0,Lost Luggage,1.0,American,,christinachime,,0,@AmericanAir highly disappointed in the baggage service with this merge with @USAirways you guys have lost our 1st bag and now missing items,,2015-02-23 00:04:01 -0800,, 569769606761439232,negative,1.0,Late Flight,1.0,American,,Mwoodshop,,0,@AmericanAir just landed - 3hours Late Flight - and now we need to wait TWENTY MORE MINUTES for a gate! I have patience but none for incompetence.,,2015-02-23 00:03:54 -0800,Jerz,Eastern Time (US & Canada) 569769525744250880,negative,1.0,Customer Service Issue,1.0,American,,jaxtonypiper,,0,@AmericanAir FINALLY called me back... BUT HASN'T SPOKEN TO ME. Like the worst prank call EVER!!,,2015-02-23 00:03:35 -0800,Arkansas,Central Time (US & Canada) 569769214388473857,negative,1.0,Customer Service Issue,1.0,American,,sklovek1,,0,"@AmericanAir wait times of 2 hours to talk with an exec plt agent, what is going on!!!",,2015-02-23 00:02:21 -0800,, 569768294648905728,negative,1.0,Lost Luggage,0.6134,American,,christinachime,,0,@AmericanAir so the one time we upgrade to first class our luggage was open and now missing valuable items that can't be replaced. #upset,,2015-02-22 23:58:41 -0800,, 569766964895166465,neutral,1.0,,,American,,mannes21,,0,"@AmericanAir please rebook me from Seattle to Columbus Tue 2/24, locator: KARAAX, name: Mitchell M Neuer",,2015-02-22 23:53:24 -0800,"ÜT: 47.683801,-122.327443", 569766662024630272,negative,1.0,Customer Service Issue,1.0,American,,LorelleEPhoto,,0,"@AmericanAir still no reply to my email sent on 11th February. Even sent an email asking for acknowledgment that's it been recieved, nothing",,2015-02-22 23:52:12 -0800,,Edinburgh 569766247715319808,negative,1.0,Cancelled Flight,1.0,American,,sam4tgl,,1,@AmericanAir flight Cancelled Flighted! I'm trying to get to #chicago. What are me and @justynmoro gonna do. #flying#flight#travel,,2015-02-22 23:50:33 -0800,Pride Rock ,Pacific Time (US & Canada) 569766140332937216,negative,1.0,Late Flight,1.0,American,,anasmom,,0,@AmericanAir working over time tonight? Got delayed 2 days .. In SJU .. Could be worse :),,2015-02-22 23:50:08 -0800,Bay Area,Pacific Time (US & Canada) 569764857991467008,negative,1.0,Customer Service Issue,1.0,American,,MichaelJMaas,,0,@AmericanAir it doesn't allow me to hold. That's the problem.,,2015-02-22 23:45:02 -0800,,Mountain Time (US & Canada) 569764275700375552,negative,1.0,Can't Tell,1.0,American,,DBFuhrm,,0,@AmericanAir has to be the worst airline in the world #yousuck #horrible #Oscars2015,,2015-02-22 23:42:43 -0800,"Scottsdale, AZ", 569763959240200193,neutral,1.0,,,American,,titoebc,,0,@AmericanAir Reebooked for tomorrow in AA 1389 LV-DFW at 810 am arriving 12.50pm; still open this flight?,,2015-02-22 23:41:28 -0800,, 569762940816990208,negative,1.0,Lost Luggage,0.6749,American,,monumentsinking,,0,".@AmericanAir @USAirways Add insult to injury you guys ""misplaced"" my bag. Can't believe you have to pay money to be treated this poorly.",,2015-02-22 23:37:25 -0800,PDX JFK SFO BDL,Pacific Time (US & Canada) 569761641211895808,negative,1.0,Cancelled Flight,0.6639,American,,krlmnz,,0,@AmericanAir My connecting flight to DFW was Cancelled Flightled and need to get to IND tomorrow. Any way I can get this sorted out? Been holding 1h08,,2015-02-22 23:32:15 -0800,New York City,Eastern Time (US & Canada) 569760118591467520,negative,1.0,Bad Flight,0.6787,American,,chigirldc,,0,@AmericanAir I would like to be reimbursed for my shuttle from Denver after #1080 diversion 6+ hours sitting in plane and mech problems,,2015-02-22 23:26:12 -0800,,Quito 569759892803756032,negative,1.0,Flight Booking Problems,0.6575,American,,farfalla818,,0,@AmericanAir Please REPLY! How do you mess up my rebook TWICE???,,2015-02-22 23:25:18 -0800,"Plano, Texas", 569758473535164416,negative,1.0,Customer Service Issue,1.0,American,,KaraKFox,,0,"@AmericanAir I've been on hold for 4 hrs, no call bk either. Family of 4 trying to get from HDN to DFW flight 1418 direct. Need new info plz",,2015-02-22 23:19:40 -0800,"Dallas, Texas", 569758106395254784,neutral,0.6755,,0.0,American,,TheForwardCabin,,0,@AmericanAir Can you check on he status of my EXP membership card? Need the physical card to access some international lounges soon.,,2015-02-22 23:18:12 -0800,,Eastern Time (US & Canada) 569757774395023360,negative,1.0,Cancelled Flight,1.0,American,,JorgeGuarneros,,0,@AmericanAir my flight tomorrow is Cancelled Flighted you guys just keep letting me down,,2015-02-22 23:16:53 -0800,, 569757272760397824,positive,1.0,,,American,,MigsRunner,,0,@AmericanAir Thanks for the champagne AA153 ORD-NRT to celebrate my #TokyoMarathon2015 finish! http://t.co/Ij4xL01tKX,,2015-02-22 23:14:54 -0800,"Boston, MA", 569757115822157826,negative,1.0,Cancelled Flight,1.0,American,,farfalla818,,0,"@AmericanAir I'm beyond confused here. why would you offer an earlier flight?? when they Cancelled Flightled 2222, I asked for TUES. please fix!",,2015-02-22 23:14:16 -0800,"Plano, Texas", 569755053159874561,negative,1.0,Flight Booking Problems,0.6796,American,,AminahAMajeed,,0,@AmericanAir I'm in MEX. I need to fly to New York City tomorrow. My new flight on Tuesday is unacceptable. Please help.,,2015-02-22 23:06:04 -0800,"New York, NY",Eastern Time (US & Canada) 569754550187352064,negative,1.0,Cancelled Flight,1.0,American,,kris_bailey,,0,@AmericanAir my mom’s flight tomorrow Cancelled Flighted w/ no notice. Phone system said callback in 2 hours and it’s been 4. I need to go to bed!,,2015-02-22 23:04:04 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569754108321607680,negative,0.6516,Customer Service Issue,0.6516,American,,jsirls,,0,@AmericanAir I'm trying to reach the advantage department to add my number to a recent flight,,2015-02-22 23:02:19 -0800,Los Angeles, 569753971406999552,negative,1.0,Customer Service Issue,0.6707,American,,rgsager,,0,@AmericanAir I am going to keep these tweets coming till AA does something...which I know is nothing..hoping I go way...not likely.,,2015-02-22 23:01:46 -0800,, 569753555181006848,negative,1.0,Flight Attendant Complaints,0.3548,American,,rgsager,,0,@AmericanAir make sure u insure your luggage as those assholes @ AA take no fricken responsibility...& don't believe their lies!!!!,,2015-02-22 23:00:07 -0800,, 569753036014247936,negative,1.0,Lost Luggage,1.0,American,,rgsager,,0,@AmericanAir-everyone: its been weeks&those dickheads @ AA hadn't contacted me...they lost my checked bag & carryon and haven't offer to pay,,2015-02-22 22:58:03 -0800,, 569752206343348224,negative,1.0,Customer Service Issue,1.0,American,,jameslardizzone,,0,@AmericanAir why arent callings going thru it doesnt have me wait or anything and automated stuff is messed up,,2015-02-22 22:54:46 -0800,,Eastern Time (US & Canada) 569750857215922176,neutral,1.0,,,American,,DrDemetre,,0,@AmericanAir 235. We made it to Seattle...,,2015-02-22 22:49:24 -0800,Brooklyn,Eastern Time (US & Canada) 569749507623120897,negative,1.0,Cancelled Flight,1.0,American,,SentieriMelinda,,0,@AmericanAir we will not be flying with you or US air again. The changes and Cancelled Flightations leading up to today's big finale is unacceptable.,,2015-02-22 22:44:02 -0800,, 569748937545883648,negative,1.0,Cancelled Flight,1.0,American,,SentieriMelinda,,0,@AmericanAir thanks for your apology but it's a bit Late Flight. Cancelled Flighting a flight more than 24 hrs in advance due to weather is ridiculous. We,,2015-02-22 22:41:46 -0800,, 569747411779735552,negative,1.0,Cancelled Flight,1.0,American,,jzinchuk,,0,@AmericanAir you Cancelled Flightled my flight tomorrow (without telling me) and I want to rebook-please help me book a new flight! What # can I call?,,2015-02-22 22:35:43 -0800,"Seattle, WA",Pacific Time (US & Canada) 569747280552538112,negative,1.0,Can't Tell,1.0,American,,MindWarpLLC,,0,@AmericanAir The word failure means: an act or instance of failing or proving unsuccessful; lack of success nonperformance of something due.,,2015-02-22 22:35:11 -0800,"El Paso, TX",Mountain Time (US & Canada) 569747170741465088,negative,1.0,Customer Service Issue,1.0,American,,LisaMitchL,,0,@AmericanAir Why offer automated call back option when agent is available only to call me & have me sit on hold? At 12:30am. #onholdfordays,,2015-02-22 22:34:45 -0800,Indianapolis,Eastern Time (US & Canada) 569746542275354625,negative,0.6764,Flight Booking Problems,0.3722,American,,emrey35,,0,@AmericanAir do you have the phone number of a supervisor i can speak to regarding my travels today,,2015-02-22 22:32:15 -0800,College Station, 569746288499138560,negative,1.0,Customer Service Issue,1.0,American,,wast3gate,,0,@AmericanAir - Hanging up on customers with no chance for a callback is a failure of customer service. 1:30am EST and no one can answer? 2/2,,2015-02-22 22:31:15 -0800,"41.301208,-81.750618",Eastern Time (US & Canada) 569745948437569536,negative,1.0,Flight Booking Problems,0.3428,American,,melissamassello,,0,"@AmericanAir To think that I'm a ""Priority Member""! Wonder how you treat the plebes. I know which rewards card I'm Cancelled Flightling immediately.",,2015-02-22 22:29:54 -0800,"Austin, TX",Eastern Time (US & Canada) 569745801121009664,negative,1.0,Customer Service Issue,1.0,American,,wast3gate,,0,"@AmericanAir - for the past 5.5 hours, call volume is so high that no one can take my call to Cancelled Flight my itinerary? #YoureDoingItWrong 1/2",,2015-02-22 22:29:19 -0800,"41.301208,-81.750618",Eastern Time (US & Canada) 569745686784315392,negative,1.0,Cancelled Flight,1.0,American,,melissamassello,,0,"@AmericanAir Worst airline. You Cancelled Flight flight, don't let me know, I wait on hold 30 mins, told to enter callback for middle of the night?!!",,2015-02-22 22:28:51 -0800,"Austin, TX",Eastern Time (US & Canada) 569745528382038016,negative,1.0,Customer Service Issue,1.0,American,,MindWarpLLC,,0,@AmericanAir Did you guys just give up helping people? Your phone tree just hangs up on me and I have a flight tomorrow. Connection pending,,2015-02-22 22:28:13 -0800,"El Paso, TX",Mountain Time (US & Canada) 569745375713558528,negative,1.0,Customer Service Issue,1.0,American,,urduckcommander,,0,@AmericanAir you called back just to put me on hold. It's midnight. Literally just want to know how I'm getting home and I'm getting no help,,2015-02-22 22:27:37 -0800,,Quito 569745303794024448,negative,1.0,Late Flight,1.0,American,,esmdesigns,,0,@AmericanAir Flight #2390 delayed 14 hours!! No one at #AmericanAirlines counter can tell my husband that he will be on that flight! Help???,,2015-02-22 22:27:20 -0800,Michigan,Eastern Time (US & Canada) 569744516715913216,negative,1.0,Customer Service Issue,0.6953,American,,Brittlyn_Lea,,0,@AmericanAir this has happens so many times. It's just upsetting to see how poorly an airline treats their customers,"[33.40901961, -111.90976239]",2015-02-22 22:24:12 -0800,,Arizona 569743129928028160,negative,1.0,Customer Service Issue,1.0,American,,malhoit,,0,"@AmericanAir seriously, there aren't any reps available to take phone calls? Even for platinum?",,2015-02-22 22:18:42 -0800,"Indianapolis, IN",Eastern Time (US & Canada) 569742995102117888,negative,1.0,Customer Service Issue,1.0,American,,excake,,0,@AmericanAir overall lack of attention or foresight when managing flights.,,2015-02-22 22:18:10 -0800,"Austin, TX",Central Time (US & Canada) 569742876793372672,negative,1.0,Bad Flight,0.3655,American,,excake,,0,@AmericanAir now we are all stuck on the plane after landing because crew unable to figure it out,,2015-02-22 22:17:41 -0800,"Austin, TX",Central Time (US & Canada) 569742312059899904,negative,1.0,Customer Service Issue,1.0,American,,melissamassello,,0,"@AmericanAir Also, been on hold for 30 minutes with your ""customer service"" to find out when my new flight is scheduled bc your site SUCKS",,2015-02-22 22:15:27 -0800,"Austin, TX",Eastern Time (US & Canada) 569742305499828224,negative,1.0,Lost Luggage,1.0,American,,sigmanu56,,0,@AmericanAir Yes and without my bags. 2 first class tickets to Tahiti would be nice. Just saying,,2015-02-22 22:15:25 -0800,"Natchitoches, LA", 569741854565998593,negative,1.0,Late Flight,0.6981,American,,Jimgotkp,,0,@AmericanAir Err 2 hour wait time for the Exec. Plat. line?,,2015-02-22 22:13:38 -0800,SEA,Indiana (East) 569741783896367104,neutral,1.0,,,American,,MusseZam,,0,@AmericanAir can you please connect these two reservations together and also add a child in a lap. KEVOLT and SOZLDJ march 1. Thanks,,2015-02-22 22:13:21 -0800,, 569740962760499200,negative,1.0,Customer Service Issue,1.0,American,,troubledsoul99,,0,@AmericanAir ... Do I have to even say anything? Over 6 hours on hold... No one has ever sucked as much as you. http://t.co/NcrMqIBIWo,,2015-02-22 22:10:05 -0800,"Raleigh, NC", 569740739912949760,negative,1.0,Flight Attendant Complaints,0.359,American,,kathtrn,,0,@AmericanAir MY FLIGHT #2962 OUT OF CLL @ 0600 WON'T LET ME CHECK IN. PLEASE HELP. #IMPORTANTFLIGHT,,2015-02-22 22:09:12 -0800,, 569740409787658240,negative,1.0,Late Flight,1.0,American,,daviddtwu,,0,@AmericanAir Your agent sent our family on 3 diff planes to dfw that were as Late Flight due to delay as the Cancelled Flighted plane that started this #fail,,2015-02-22 22:07:53 -0800,"dallas, TX", 569740392372895745,negative,1.0,Customer Service Issue,1.0,American,,MeereeneseKnot,,0,"@AmericanAir Finally got a call from AA, but it was an automated voice that hung up on me! I called back & it says it'll be 2 more hours.",,2015-02-22 22:07:49 -0800,, 569740152966238208,negative,1.0,Customer Service Issue,0.6551,American,,andyellwood,,0,@AmericanAir I've been on hold ANOTHER hour and still nothing. My Cancelled Flighted flight was supposed to be six hours from now. #Stranded,,2015-02-22 22:06:52 -0800,"New York, New York",Eastern Time (US & Canada) 569739695459995648,negative,1.0,Cancelled Flight,0.6804,American,,excake,,0,@AmericanAir wasn't offered a flight out of PHL until TUESDAY so had to ask to be booked to Houston instead of Austin.,,2015-02-22 22:05:03 -0800,"Austin, TX",Central Time (US & Canada) 569739515243462656,neutral,0.6696,,0.0,American,,219jondn,,0,"@AmericanAir will do. I'd think, though, that a literally identical itinerary to your sample itineraries would work - maybe need to update?",,2015-02-22 22:04:20 -0800,"Charlotte, NC | Köln, NRW",Quito 569739154600300544,negative,1.0,Lost Luggage,1.0,American,,LeslieWolfson,,0,"@AmericanAir I am running out of battery you have my chargers,clothes,coat,contact lenses, need to be in mtg tom need help #pathetic service",,2015-02-22 22:02:54 -0800,Miami Beach,Central Time (US & Canada) 569739141635817472,negative,1.0,Late Flight,1.0,American,,janetmcq,,0,@AmericanAir Flight 4606 from MEM to DCA delayed 6 hours! Now holding breath while they keep me trapped 3 hours to de-ice. #scareair,,2015-02-22 22:02:51 -0800,"Memphis, TN",Central Time (US & Canada) 569738877969129472,negative,1.0,Late Flight,0.7,American,,excake,,0,@AmericanAir stuck in airplane both on way out of PHL and again in Houston. All passengers frustrated. Makes me want to avoid airline,,2015-02-22 22:01:48 -0800,"Austin, TX",Central Time (US & Canada) 569738779931623425,negative,1.0,Lost Luggage,0.6464,American,,JigsawLounge,,0,"@AmericanAir bag turned up, no thanks to your useless call-centre and useless website",,2015-02-22 22:01:25 -0800,SR2,London 569738487269756928,negative,0.6667,Cancelled Flight,0.6667,American,,excake,,0,"@AmericanAir flight from PHL to Austin Cancelled Flighted, headed to Houston, delayed, now have to pay to rent a car and drive 3 hrs to Austin",,2015-02-22 22:00:15 -0800,"Austin, TX",Central Time (US & Canada) 569737682466656258,negative,1.0,Cancelled Flight,1.0,American,,ImanHabibi,,0,"@AmericanAir I understand the weather issues. I don't understand how I was not notified of the Cancelled Flightlation, and had to realize it so Late Flight.",,2015-02-22 21:57:03 -0800,Vancouver - Ann Arbor,Pacific Time (US & Canada) 569737397350461440,negative,1.0,Lost Luggage,1.0,American,,LeslieWolfson,,0,@AmericanAir why won't u deliver my luggage? Almost two days and holding on the phone for over 4 hrs. Help!,,2015-02-22 21:55:55 -0800,Miami Beach,Central Time (US & Canada) 569737333827887105,positive,1.0,,,American,,MHS80,,0,"@AmericanAir - Whoooo Hooooo just crossed 25,367!!! At my current pace I should reach 152,202 for the year.",,2015-02-22 21:55:40 -0800,,Central Time (US & Canada) 569737258191839232,neutral,0.6529,,0.0,American,,urduckcommander,,0,"@AmericanAir would like to talk to someone, please follow.",,2015-02-22 21:55:22 -0800,,Quito 569736870927556608,negative,1.0,Lost Luggage,0.6416,American,,LeslieWolfson,,0,@AmericanAir you have now lost my luggage for40 hours holding for4 hrs on phone #wtf is this how you treat your loyal passengers?#stranded,,2015-02-22 21:53:49 -0800,Miami Beach,Central Time (US & Canada) 569736283326586880,neutral,0.6726,,,American,,nashshoodieee,,0,@AmericanAir @Nashinmypants lmao this is so funny,"[33.5333555, -112.1827159]",2015-02-22 21:51:29 -0800,"Glendale, Arizona", 569735461033213952,negative,1.0,Customer Service Issue,0.6381,American,,cofc98grad,,0,@AmericanAir have been waiting over THREE hours to talk to someone to rebook a flight due to weather. does call back service actually work??,,2015-02-22 21:48:13 -0800,, 569734641193586688,negative,1.0,Customer Service Issue,1.0,American,,Daaaaaaang16,,0,@AmericanAir the service received by both of us was rude and well below my expectations of your airline. That is what's most frustrating,,2015-02-22 21:44:58 -0800,,Pacific Time (US & Canada) 569734526521511936,neutral,0.6977,,0.0,American,,ElgortA,,0,@AmericanAir I was on a flight for tomorrow and my reservation is coming up. Help me!,,2015-02-22 21:44:30 -0800,, 569733719256272896,negative,1.0,Customer Service Issue,1.0,American,,Daaaaaaang16,,0,@AmericanAir please DM me a way to get in touch with someone that can help. I'm platinum AA and considering quitting AA BC of this.,,2015-02-22 21:41:18 -0800,,Pacific Time (US & Canada) 569733572606763008,positive,0.6424,,0.0,American,,Hoffbuhr,,0,@AmericanAir thanks for following up. I think it's fair to refund the ticket price and the two one way rental cars I had to buy.,,2015-02-22 21:40:43 -0800,,Arizona 569733547843457025,negative,1.0,Flight Booking Problems,0.3637,American,,Daaaaaaang16,,0,@AmericanAir it was my friend. She shouldn't have been scheduled so close together at LAX then not reimbursed. It's costing her 12 hrs &$250,,2015-02-22 21:40:37 -0800,,Pacific Time (US & Canada) 569733539899568128,positive,0.6162,,,American,,Travelingwellfl,,0,@AmericanAir Understood. Thanks anyway,,2015-02-22 21:40:35 -0800,"San Diego, CA",Pacific Time (US & Canada) 569733015896592385,negative,0.6688,Customer Service Issue,0.3537,American,,LIGal19,,0,@AmericanAir so what are you going to do for me since I can't take the option you gave me. What type of refund will you do for me?,,2015-02-22 21:38:30 -0800,"ÜT: 40.881241,-73.107717",Quito 569732616376725504,positive,1.0,,,American,,WilliamMulock,,0,@AmericanAir 1) I was on 1610 today to YYZ. I had a bit of a bag issue that was cleared up beautifully. Thank you to all of the check in,,2015-02-22 21:36:55 -0800,,Eastern Time (US & Canada) 569732365968404480,negative,1.0,Late Flight,1.0,American,,chillbagel,,0,@AmericanAir sounding like they just got bitch-slapped by @juliasinton948,,2015-02-22 21:35:55 -0800,piffaca,Eastern Time (US & Canada) 569732355067244545,negative,0.708,Cancelled Flight,0.708,American,,s_branton,,0,@AmericanAir when will tomorrow's flight Cancelled Flightlations at Dfw for AA flights be posted? We are on 2424 at 7am from LAX!,,2015-02-22 21:35:53 -0800,, 569731189214351360,positive,1.0,,,American,,sebrown,,0,@AmericanAir gate agent Jan L at Phoenix was at least able to get my younger daughter seated near my wife. Thank you!,,2015-02-22 21:31:15 -0800,"Boston, MA USA",Eastern Time (US & Canada) 569730861593010176,negative,1.0,Customer Service Issue,1.0,American,,hovy5019,,0,@AmericanAir I've been on hold with international award reservations for almost 2 hours. 800-433-7300 keeps calling me. what is going on?,,2015-02-22 21:29:57 -0800,, 569730801480245248,negative,1.0,Customer Service Issue,0.6866,American,,urduckcommander,,0,@AmericanAir can someone actually either call back or help me figure out how I'm getting home??!,,2015-02-22 21:29:42 -0800,,Quito 569730747675897856,positive,1.0,,,American,,JasmineDT,,0,@AmericanAir you're my early frontrunner for best airline! #oscars2016,,2015-02-22 21:29:29 -0800,Washington D.C. ,Eastern Time (US & Canada) 569730304111325184,negative,0.6629,Late Flight,0.6629,American,,jjkend,,0,@AmericanAir can I get home before 12 or no?,,2015-02-22 21:27:44 -0800,,Mountain Time (US & Canada) 569730123210948608,neutral,1.0,,,American,,jbs94123,,0,@AmericanAir I left something on my flight from ORD to SFO earlier today and believe it's on the plane back at ORD now. Please help.,,2015-02-22 21:27:01 -0800,,Pacific Time (US & Canada) 569729821397291008,negative,1.0,Customer Service Issue,1.0,American,,ttt312,,0,"@AmericanAir How is hanging up on customers because of ""high volume"" customer service? Tried to resolve via DM-still waiting.So bad. #aafail",,2015-02-22 21:25:49 -0800,Sloop, 569729657248985089,negative,0.6641,Customer Service Issue,0.6641,American,,_rtuck,,0,"@AmericanAir I was told it would be emailed to me, but I haven't received anything yet. How can I follow-up?",,2015-02-22 21:25:10 -0800,,Pacific Time (US & Canada) 569729569428627456,positive,1.0,,,American,,DavidHeasley,,0,@AmericanAir all good! I'm catching the 11:10p flight tonight. Thanks for the response.,,2015-02-22 21:24:49 -0800,"Dallas, Texas",Central Time (US & Canada) 569728466469453825,negative,0.6437,Customer Service Issue,0.3462,American,,cd_mcfadden,,0,"@AmericanAir that's interesting-Agent told me so. Sadly, another booked passenger didn't make it to gate by push back so I made it on.",,2015-02-22 21:20:26 -0800,"Birmingham, AL", 569728440758181889,negative,1.0,Cancelled Flight,0.6551,American,,jsulli12,,0,"@AmericanAir Flight Cancelled Flightled, website refers to 1-800#, the 1-800# hangs up on me. Not auto-rebooked. Really? Horrible company.",,2015-02-22 21:20:19 -0800,, 569728283568418816,neutral,0.6809999999999999,,0.0,American,,iflyplaces,,0,@AmericanAir booked AA3370 departing JFK 2/25/15. It was booked via BA and I want to change my FF# to AA can you do that for me via Twitter?,,2015-02-22 21:19:42 -0800,,Quito 569727743450984448,negative,1.0,Flight Attendant Complaints,0.3672,American,,WheelsUpDDD,,0,@AmericanAir We have been sitting on this bird #AA1457 for 2 hrs on the dfw tarmac. Some water would be nice. Where's your manners?,,2015-02-22 21:17:33 -0800,"San Francisco, CA", 569727727881682944,negative,1.0,Cancelled Flight,1.0,American,,HHredd,,0,@AmericanAir I need to know what to do? My flight has been Cancelled Flightled and I can't speak to anyone. Help!,,2015-02-22 21:17:30 -0800,"Midlothian, TX ",Central Time (US & Canada) 569727628766281728,negative,1.0,Customer Service Issue,1.0,American,,wkuttruff,,0,@americanair been calling your for 4+ hours to reschedule a flight to #DFW due to weather and your won't even let me stay on hold.....,,2015-02-22 21:17:06 -0800,"Merion, PA",Eastern Time (US & Canada) 569727598130962432,negative,0.6497,Customer Service Issue,0.3433,American,,sannimaarit,,0,"@AmericanAir Thanks, she did her best. Staying the night in Dallas, new trial to Detroit via Atlanta tomorrow, assuming no Cancelled Flightlations.",,2015-02-22 21:16:59 -0800,Finn between Detroit & Toledo,Helsinki 569727488131092481,negative,1.0,Customer Service Issue,1.0,American,,cstuckinahole,,0,@AmericanAir your customer service is a disgrace.,,2015-02-22 21:16:32 -0800,,Central Time (US & Canada) 569727383797829632,positive,1.0,,,American,,the_Dyp,,0,@AmericanAir Joanna did a WONDERFUL job! Thank her for me?,,2015-02-22 21:16:07 -0800,"Madison, WI",Central Time (US & Canada) 569727223990775808,negative,0.65,Bad Flight,0.3301,American,,nsj,,0,@AmericanAir She got to the gate just in time to watch the plane push back. 5 minutes was all she needed. Glad we’ve relatives nearby.,,2015-02-22 21:15:29 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569727135717281792,negative,1.0,Cancelled Flight,1.0,American,,urduckcommander,,0,@AmericanAir first flight is Cancelled Flightled. Been on hold for 4 hours. Need information and getting none. Help?,,2015-02-22 21:15:08 -0800,,Quito 569724918016839681,negative,1.0,Cancelled Flight,1.0,American,,JSvochak,,0,@AmericanAir Get a new crystal ball. Cancelled Flight flights before weather hits to rebook me on flight during? Looking like 2 nights hotel on me.,,2015-02-22 21:06:20 -0800,, 569724545738760192,negative,1.0,Cancelled Flight,0.6341,American,,realtmh,,0,@AmericanAir yes. Shows Cancelled Flightled & asks for her to contact you at 800 number.,,2015-02-22 21:04:51 -0800,Dallas, 569724254473850880,positive,0.6462,,,American,,m0nica,,0,@AmericanAir Thanks! Are they really open 3.30 am - 7 pm every day? Any way to check they are open before going all the way there? Thanks.,,2015-02-22 21:03:41 -0800,"Cambridge, MA",Mid-Atlantic 569723864252424193,negative,1.0,Can't Tell,0.7219,American,,real_babygirl98,,0,@AmericanAir Toby hates you lol,,2015-02-22 21:02:08 -0800,"Lost boys, Neverland", 569723205142880256,positive,0.6594,,0.0,American,,whyemes,,0,@AmericanAir Thanx for replying. DM sent,,2015-02-22 20:59:31 -0800,, 569721721944735744,negative,1.0,Customer Service Issue,0.6923,American,,Mrodri0173,,0,@AmericanAir what I am put off by is the fact that no gate supervisor has tried to come by and communicate with us.,,2015-02-22 20:53:38 -0800,"Miami Beach, Florida", 569721575492194304,negative,0.7134,Late Flight,0.7134,American,,Mrodri0173,,0,@AmericanAir not anymore.,,2015-02-22 20:53:03 -0800,"Miami Beach, Florida", 569721419849797632,negative,1.0,Customer Service Issue,0.6625,American,,hellodukesy,,0,"@AmericanAir Need to change flight, but the CS # is telling me it can't take my call. Can't change online. Please help. Flight is this week.",,2015-02-22 20:52:26 -0800,San Francisco,Pacific Time (US & Canada) 569721410542645248,neutral,1.0,,,American,,jsgrodanfields,,0,@AmericanAir 48 hours and still no bag. Could have flown to Costa Rica and back by now. I had gifts for my family in my bags.,,2015-02-22 20:52:23 -0800,ATX , 569721379823554562,negative,0.6301,Customer Service Issue,0.6301,American,,dogbuckeye,,0,"@AmericanAir No, when I call AA now I can't even get on hold...can you help me?",,2015-02-22 20:52:16 -0800,, 569721039158173697,negative,1.0,Lost Luggage,1.0,American,,LaurieAnnFoster,,0,"@AmericanAir lies,lies,lies. Worst travel experience of my life. Day 2 no clothes on vaca. #lostluggage #unprofessional #pit #mia",,2015-02-22 20:50:55 -0800,,Atlantic Time (Canada) 569720969947848704,negative,1.0,Lost Luggage,1.0,American,,OnePoundOne,,0,@AmericanAir @ArminRosen @ggreenwald Tell that piece of shit to get fucked... I'll fly exclusively with you for life...,,2015-02-22 20:50:38 -0800,Chicago, 569720605383241728,negative,1.0,Customer Service Issue,1.0,American,,sarrraright,,0,"@AmericanAir I have ""continued contacting"" your phone reps for 7 hours and am still unable to get through. That's absurd and I am livid.",,2015-02-22 20:49:11 -0800,Cathedral Heights,Eastern Time (US & Canada) 569720491830878208,positive,1.0,,,American,,papenfold,,0,@AmericanAir thanks,"[35.2376587, -80.92256446]",2015-02-22 20:48:44 -0800,Guatemala.,Mountain Time (US & Canada) 569720452987252736,neutral,1.0,,,American,,TannerSayre,,0,@AmericanAir probably had money on @BensonHenderson they said to hell with @Cowboycerrone lol,,2015-02-22 20:48:35 -0800,ig; tannersayre, 569720366198759424,negative,0.6825,Customer Service Issue,0.3509,American,,wadekoehler,,0,@AmericanAir DFW GATE 16 to BMI agent seriously is beyond incompetent. Never flying AA again if can be avoided #fail #pathetic,,2015-02-22 20:48:14 -0800,"Bloomington, IL",Central Time (US & Canada) 569720325165830144,neutral,0.6707,,0.0,American,,Cbarker5,,0,@AmericanAir I'm going to speak with customer service at the airport tomorrow morning and see what my options are. I need a flight tomorrow,,2015-02-22 20:48:05 -0800,"Kingsville, TX",Central Time (US & Canada) 569720168160428032,neutral,0.6463,,0.0,American,,SXSEFoodCo,,0,@AmericanAir can we get a status update on flight 1457? Are we going to make it home tonight...?,,2015-02-22 20:47:27 -0800,, 569720084484083712,positive,1.0,,,American,,itsNGHTMRE,,0,@AmericanAir 🙏 in my hotel now. Thank you!,,2015-02-22 20:47:07 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569720008630149120,negative,1.0,Can't Tell,0.6589,American,,mjsorci,,0,@AmericanAir I have almost 3 million miles w u so I am loyal to u. When r u going to reciprocate? What a joke,,2015-02-22 20:46:49 -0800,, 569719978993152000,negative,1.0,Customer Service Issue,1.0,American,,troubledsoul99,,0,"@AmericanAir Thank you for holding, we apologize for the delay in answering your call. To speak to a representative please continue to hold.",,2015-02-22 20:46:42 -0800,"Raleigh, NC", 569719693780496384,negative,1.0,Bad Flight,0.6952,American,,breakthemark,,0,@AmericanAir Weather was not involved.,,2015-02-22 20:45:34 -0800,"Portland, OR",Pacific Time (US & Canada) 569719540520628224,negative,1.0,Customer Service Issue,1.0,American,,dogbuckeye,,0,"@AmericanAir @dogbuckeye No, I was on hold for 4 1/2 hours. 3 diff agents each w/ different information, frustrating, kept getting txfd...",,2015-02-22 20:44:57 -0800,, 569719449458094080,negative,1.0,Customer Service Issue,1.0,American,,troubledsoul99,,0,@AmericanAir I'm still on hold if you're wondering... 4 hours 37 minutes and counting. #ServiceFail #OnHoldForever #Suboptimal,,2015-02-22 20:44:36 -0800,"Raleigh, NC", 569718904131420161,negative,1.0,Flight Attendant Complaints,1.0,American,,wadekoehler,,0,@AmericanAir I have never seen such incompetency from a gate agent in years of business travel DFW B16 gate agent needs training or new job,,2015-02-22 20:42:26 -0800,"Bloomington, IL",Central Time (US & Canada) 569718802029666305,negative,0.6579,Customer Service Issue,0.6579,American,,nrosenb1,,0,@AmericanAir @nrosenb1 it says changes can't be made online,,2015-02-22 20:42:01 -0800,, 569718651709820930,neutral,1.0,,,American,,TheByronCraig,,0,@AmericanAir what's the status of flights for Tuesday out of Dallas??,,2015-02-22 20:41:26 -0800,Dallas | Los Angeles,Central Time (US & Canada) 569718484151750656,negative,1.0,Cancelled Flight,0.6753,American,,nickcunningham1,,0,"@AmericanAir Hey you Cancelled Flightled my flight, and I can't get someone on the phone to rebook (2 hour wait minimum). Can I get some service?",,2015-02-22 20:40:46 -0800,Washington D.C., 569718465034096640,negative,1.0,Customer Service Issue,0.6795,American,,brooklynbrood,,0,"@AmericanAir our ft 1261 TUS/DFW (w/cx to LGA) tomorrow Cancelled Flighted, 4 hrs so far waiting for call back. What should we do? Need to get to nyc","[40.67072447, -73.97727422]",2015-02-22 20:40:41 -0800,"Brooklyn, NY",Eastern Time (US & Canada) 569718461217308673,negative,1.0,Customer Service Issue,0.6965,American,,MeganStephens74,,0,"@AmericanAir @USAirways and our meals are also on us, because this company does not care about their #customers. Truly disgraceful.",,2015-02-22 20:40:40 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569718410944188417,negative,1.0,Can't Tell,1.0,American,,Nutz_80,,0,@AmericanAir by far the best example of the worst company @Cowboycerrone,,2015-02-22 20:40:28 -0800,, 569718285060706304,negative,1.0,Can't Tell,0.6684,American,,MeganStephens74,,0,"@AmericanAir @USAirways cost me a day of vacation ($350 hotel stay), day of dog boarding, and a day of airport parking.",,2015-02-22 20:39:58 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569718162595426304,positive,1.0,,,American,,mosdefmikey,,0,@AmericanAir Got my bags this morning! Thanks!,"[24.55401318, -81.80300774]",2015-02-22 20:39:29 -0800,"st paul, minnesota", 569717866611630081,positive,1.0,,,American,,the_Dyp,,0,"@AmericanAir Joanna is wonderful, new flight booked by a very friendly and helpful agent during a very stressful day! Thank You!",,2015-02-22 20:38:18 -0800,"Madison, WI",Central Time (US & Canada) 569717739113320448,negative,1.0,Flight Attendant Complaints,0.6646,American,,MeganStephens74,,0,@AmericanAir @USAirways and the way I have been spoken to by #DFW and #Mia employees is truly disgusting. Save the pain fly with anyone else,,2015-02-22 20:37:48 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569717632993263616,negative,1.0,Customer Service Issue,0.6809999999999999,American,,Taylorgnomey,,0,@AmericanAir I'm home & only 9hr Late Flight. No thanks to your service centre - their plan involved 4 flight legs all across NA and 2 full days..,,2015-02-22 20:37:23 -0800,, 569717605277130752,negative,1.0,Lost Luggage,1.0,American,,mjsorci,,0,@AmericanAir thx for losing my bag. How hard is it to care for a bag w PRIORITY on it?why do u cont to not care for EP's?,,2015-02-22 20:37:16 -0800,, 569717037464838144,positive,1.0,,,American,,PhilHagen,,0,@AmericanAir ok no worries. Thanks for the straight story. It's appreciated.,"[33.94207019, -118.39427775]",2015-02-22 20:35:01 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569716576850731008,neutral,0.3455,,0.0,American,,roblasvegas,,0,@AmericanAir Thank you for the response. When I book I've tried my AA number and my US Airways number and each time it doesn't pick it up,,2015-02-22 20:33:11 -0800,Las Vegas,Pacific Time (US & Canada) 569716270184173568,negative,1.0,Late Flight,0.3745,American,,MeganStephens74,,0,@AmericanAir to my destination. After waiting 2 hours and missing our second flight with them. Our #luggage made the flight though...,,2015-02-22 20:31:58 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569715908664430593,neutral,1.0,,,American,,TheByronCraig,,0,@AmericanAir flights out of Dallas on Tuesday are not going to be Cancelled Flightled correct?,,2015-02-22 20:30:32 -0800,Dallas | Los Angeles,Central Time (US & Canada) 569715860241129472,negative,1.0,Lost Luggage,1.0,American,,pet1713,,0,@AmericanAir that luggage you forgot...#mia.....he just won an oscar😄💝💝💝,"[30.0555099, -95.165959]",2015-02-22 20:30:20 -0800,Houston TX,Eastern Time (US & Canada) 569715802703859712,negative,1.0,Flight Attendant Complaints,0.6287,American,,MeganStephens74,,0,@AmericanAir cost me 1 day of #vacation ($350) and all I got was a rude woman tell me to go to another country and figure out how to get...,,2015-02-22 20:30:06 -0800,"Philadelphia, PA",Atlantic Time (Canada) 569715539821654017,negative,1.0,Can't Tell,0.6636,American,,ScoJo262,,0,"@AmericanAir You should really help @Cowboycerrone out, you are getting a TON of bad publicity right now #WillNeverFlyWithYou",,2015-02-22 20:29:04 -0800,,Eastern Time (US & Canada) 569715419851796482,neutral,1.0,,,American,,joeyquart,,0,@AmericanAir flight number #2386,,2015-02-22 20:28:35 -0800,Buda Texas,Central Time (US & Canada) 569715341259104256,neutral,0.6826,,0.0,American,,judya25,,0,@AmericanAir it looks like a mistake,,2015-02-22 20:28:16 -0800,, 569715074505420802,negative,1.0,Lost Luggage,1.0,American,,LanaFBernstein,,0,@AmericanAir lost @LeslieWolfson luggage on flight yesterday morning #Miami to #NewYork #LGA no response and no luggage more than 37 hrs ltr,,2015-02-22 20:27:13 -0800,,Eastern Time (US & Canada) 569715065202577408,positive,0.7014,,,American,,marystanforddc,,0,@AmericanAir wow that's helpful.,,2015-02-22 20:27:10 -0800,,Quito 569715059385114624,neutral,0.6708,,0.0,American,,lexdangelo,,0,@AmericanAir at the gate when I get off the plane?,,2015-02-22 20:27:09 -0800,Boston,Eastern Time (US & Canada) 569714918951391232,neutral,0.6916,,,American,,TacoDangerous,,0,@AmericanAir can you take care @Cowboycerrone please. Thanks,,2015-02-22 20:26:36 -0800,"Two Guns, Arizona",Central Time (US & Canada) 569714842405249024,positive,0.7125,,,American,,nlrphoto,,0,“@AmericanAir: @nlrphoto Those are very beautiful photos!” Thx! Would marketing dept be interested in buying?,,2015-02-22 20:26:17 -0800,, 569714755109294080,neutral,0.6727,,,American,,KellyOlexa,,0,@AmericanAir no worries you're swamped I know just dmd back THANK U,,2015-02-22 20:25:57 -0800,"Chicago, IL",Central Time (US & Canada) 569714439517138944,positive,1.0,,,American,,joeyquart,,0,@AmericanAir we made it so no worries... You guys did good tonight and even put @ESPN_CoachMack on my flight #firstclass,,2015-02-22 20:24:41 -0800,Buda Texas,Central Time (US & Canada) 569714383971966976,negative,1.0,Customer Service Issue,1.0,American,,BobTheBruin,,0,"@AmericanAir By ""answering as fast as they can"", you mean hanging up on every call?",,2015-02-22 20:24:28 -0800,, 569714230842302464,negative,1.0,Customer Service Issue,0.7023,American,,clara_ennist,,0,@AmericanAir but at least your automated message gives me info about your merger w/ @USAirways. Another airline I know to avoid.,,2015-02-22 20:23:52 -0800,"Arlington, VA", 569714003653431296,neutral,0.6719,,0.0,American,,TinaHovsepian,,0,@AmericanAir done. I hope you can offer something.,,2015-02-22 20:22:57 -0800,North Hollywood, 569713890138963968,negative,1.0,Late Flight,0.6409,American,,clara_ennist,,0,"@AmericanAir that 2 hr wait became a 4 hr one. And y'all claimed to have sent an email. Yeah, that never happened. #FlyDelta",,2015-02-22 20:22:30 -0800,"Arlington, VA", 569713719124602880,negative,1.0,Customer Service Issue,0.6574,American,,KarineDelage,,1,@AmericanAir it's been 2 hrs of wait on the phone a) worst customer services b) trying to know where my suitcase Is and way MORE 😤#ANGRY,"[43.6950263, -79.3457844]",2015-02-22 20:21:50 -0800,"Toronto,Montreal,L.A,NY",Quito 569713615047168000,negative,1.0,Can't Tell,0.3471,American,,jcarney6,,0,@AmericanAir why don't you take care of @Cowboycerrone flight screw ups,,2015-02-22 20:21:25 -0800,"Sarasota, FL", 569713244320837633,negative,1.0,Customer Service Issue,0.7156,American,,tryingitout1357,,0,@AmericanAir wht n 👎 experience w/aa reservations #service Tried to be patient with rep and she just disconnects me aa do u record conv.?,,2015-02-22 20:19:56 -0800,,Alaska 569712291857485824,negative,1.0,Cancelled Flight,0.6407,American,,MicMontgomery,,0,@AmericanAir Any info for Cancelled Flightled flight 1046 tomorrow morning out of DFW? Can't get calls through to speak with anyone.,,2015-02-22 20:16:09 -0800,"Kansas City, MO",Eastern Time (US & Canada) 569711923148689408,negative,1.0,Can't Tell,1.0,American,,bjwellington,,0,@AmericanAir ticks me off.,"[21.32879526, -157.91846558]",2015-02-22 20:14:41 -0800,"Sac City, IA",Central Time (US & Canada) 569711436781322241,neutral,0.6799,,0.0,American,,fverver,,0,@AmericanAir my fly is 1579 if do you have some news,,2015-02-22 20:12:45 -0800,Leon. De los aldamas,Central Time (US & Canada) 569711253490409473,negative,0.68,Customer Service Issue,0.68,American,,ThatLittleAnt,,2,“@AmericanAir Thanks for info on super large passengers- the extra seat Mr. Big needed was the one i was sitting in already #customerservice,,2015-02-22 20:12:02 -0800,"New Haven, CT",Eastern Time (US & Canada) 569710876682366977,negative,1.0,Can't Tell,1.0,American,,ShaneHoover,,0,"@AmericanAir today, after 6 yrs., no longer my preferred airline.",,2015-02-22 20:10:32 -0800,Chicago, 569710446112067584,negative,0.6688,Late Flight,0.6688,American,,georgetietjen,,0,"@AmericanAir Thanks. Two hours to go inflight, then hotel. Hang in there with all the DFW travel delays AA team.",,2015-02-22 20:08:49 -0800,, 569710119216422912,negative,1.0,Customer Service Issue,1.0,American,,C2Next,,1,"@AmericanAir - Appreciate your system is busy but when I call, having your automated system hang up on me is not helpful.",,2015-02-22 20:07:31 -0800,"St. Louis, Mo",Central Time (US & Canada) 569709973963468801,negative,1.0,Cancelled Flight,1.0,American,,LaurenCSands,,0,"@AmericanAir next time my flight's Cancelled Flightled, I'd appreciate SOME indication (email, text, carrier pigeon). App didn't even warn at check in",,2015-02-22 20:06:57 -0800,,Central Time (US & Canada) 569709793000210432,negative,0.6748,Customer Service Issue,0.3521,American,,darcisays,,0,"@AmericanAir Nope, I have not been rebooked.",,2015-02-22 20:06:14 -0800,Wherevers not gonna get me hit, 569709666625675264,neutral,0.6642,,0.0,American,,luisperez27,,0,@AmericanAir online flight notification is down.,,2015-02-22 20:05:43 -0800,"Dallas, Texas", 569709552721141764,negative,1.0,Flight Booking Problems,0.3406,American,,PDQuigley,,0,@AmericanAir - I am Platinum. I am flying USAir and they have stranded me in CLT. Not answering phones. Did not rebook me. Please help?,,2015-02-22 20:05:16 -0800,"Washington, D.C.", 569708886518849536,negative,1.0,Customer Service Issue,1.0,American,,Conor_McCormack,,0,@AmericanAir is AA951 to São Paulo taking off today? Your colleagues won't tell us any thing,,2015-02-22 20:02:37 -0800,, 569708573762023424,neutral,1.0,,,American,,luisperez27,,0,"@AmericanAir flight 1388 tomorrow 5:15 am, status please, thanks",,2015-02-22 20:01:23 -0800,"Dallas, Texas", 569708269943418880,negative,1.0,Customer Service Issue,1.0,American,,FrankoBlanco,,0,@AmericanAir you can't change my flights and not have enough operators to handle calls.... #unacceptable #AmericanAirlines,,2015-02-22 20:00:10 -0800,South Florida , 569707409985445889,positive,0.6709999999999999,,0.0,American,,georgetietjen,,0,@AmericanAir You have a lot on your pLate Flight dealing with Cancelled Flightlations and weather tonite. Those are more important. I know you will respond.,,2015-02-22 19:56:45 -0800,, 569706873525391360,negative,1.0,Late Flight,0.7059,American,,monumentsinking,,0,.@AmericanAir Flight 654 Delayed / Flight 409 You sold my seat / flight 0671 strand me in PHX for three hours. Thanks for the memories 😡😤😖😲😩,,2015-02-22 19:54:37 -0800,PDX JFK SFO BDL,Pacific Time (US & Canada) 569706809126055936,negative,1.0,Bad Flight,0.6852,American,,JoeMcMullenJr,,0,"@AmericanAir I paid extra $ for my seat & the monitor didn't work from on AA111. How about a refund on the seat? Conf #: MDBEEI, McMullen",,2015-02-22 19:54:22 -0800,MA,Eastern Time (US & Canada) 569706793531629570,negative,1.0,Flight Attendant Complaints,1.0,American,,alxmdavis,,0,@AmericanAir how nice it would be if you had helpful flight attendants instead of the rude nasty ones you employ. #WhyAreYouYelling,,2015-02-22 19:54:18 -0800,Montgomery Al, 569706754025660417,negative,1.0,Customer Service Issue,0.3539,American,,squishtine,,0,"@AmericanAir Yes. However, the seats they assign us that day are never together. I just want to sit with my husband! Why is that impossible?",,2015-02-22 19:54:09 -0800,, 569706627667853312,neutral,1.0,,,American,,farfalla818,,0,@AmericanAir any luck?,,2015-02-22 19:53:39 -0800,"Plano, Texas", 569705524138090496,neutral,0.6735,,0.0,American,,fromtheleftseat,,0,@AmericanAir Group Cancelled Flights close to a thousand #flights Monday http://t.co/v1RADYKEP2,,2015-02-22 19:49:16 -0800,Phoenix AZ,Arizona 569705276481282048,negative,0.6405,Customer Service Issue,0.3306,American,,watlouismykilla,,0,@AmericanAir it's been almost 3 days and it's still frozen. Thanks doll 😘😑,,2015-02-22 19:48:17 -0800,Instagram: @rad_mika,Eastern Time (US & Canada) 569704597922557952,negative,1.0,longlines,0.6531,American,,zinnian0,,0,@americanair line of 100+ people to rebook at MIA now. Virtual hold on rebook line just hangs up during call back. http://t.co/Upaz1eF3Dl,"[25.7977857, -80.2809721]",2015-02-22 19:45:35 -0800,,Atlantic Time (Canada) 569704388106719232,negative,1.0,Cancelled Flight,1.0,American,,pdubs411,,0,@AmericanAir found out my flight tomorrow was Cancelled Flightled & got in the queue for a callback 3.5 hours ago…still nothing. Can I get rebooked??,,2015-02-22 19:44:45 -0800,,Atlantic Time (Canada) 569704220472913920,neutral,1.0,,,American,,luisperez27,,0,"@AmericanAir looking for status of flight 1388 schedule for 5:15 am tomorrow morning, thank you",,2015-02-22 19:44:05 -0800,"Dallas, Texas", 569704219315318784,negative,1.0,Customer Service Issue,1.0,American,,cbratch67,,1,@AmericanAir Thanks for your canned response that makes it look like you care about your customers. I'm sure all Twitter users fall for it..,,2015-02-22 19:44:05 -0800,, 569704164743376896,negative,0.6945,Customer Service Issue,0.6945,American,,joerago,,0,"@AmericanAir Yes, but should be able to get a push notification via the app if I’m logged in and on a trip. Email/text is so 2010 😥.",,2015-02-22 19:43:52 -0800,"Chicago, IL",Central Time (US & Canada) 569703866997952512,negative,0.6556,Can't Tell,0.6556,American,,TGDBandit,,0,@AmericanAir @Cowboycerrone ratchet airway!. ......,,2015-02-22 19:42:41 -0800,, 569703802783145984,negative,0.6488,Customer Service Issue,0.6488,American,,jwat1107,,0,@AmericanAir How do I check? Reservation for Joe Watson and Kelsey Jennings. We were on hold for 2 hours. Waiting for call back now. ETA?,,2015-02-22 19:42:25 -0800,tejas,Central Time (US & Canada) 569703641096933377,negative,1.0,Customer Service Issue,1.0,American,,JesseSheriff,,0,"@AmericanAir is the new @SpiritAirlines, and both are worse than taking the @GreyhoundBus #americanairlines #nocustomerservice #fail",,2015-02-22 19:41:47 -0800,West Palm Beach,Eastern Time (US & Canada) 569703616426045441,negative,0.6169,Cancelled Flight,0.6169,American,,taraaleung,,0,@AmericanAir My flight tomorrow from SLC to DFW AA304 Cancelled Flighted. Can you help me get there?,,2015-02-22 19:41:41 -0800,"Salt Lake City, USA", 569703417628770304,negative,1.0,Lost Luggage,1.0,American,,GMFujarski,,0,@AmericanAir what are the odds my bag was picked up by someone not me while in another country? Because it says it hasn't been located yet.,,2015-02-22 19:40:53 -0800,, 569703263467126784,negative,1.0,Can't Tell,0.6322,American,,Matt_Fiorello,,0,@AmericanAir better do the right thing and take care of @Cowboycerrone or els you're losing business!!!!,,2015-02-22 19:40:17 -0800,,Quito 569702549491752960,negative,1.0,Cancelled Flight,0.6955,American,,rmaurer68,,0,@AmericanAir have been waiting for a call back for over two hours jan to die tomorrow at 6am Cancelled Flightled what are my options?,,2015-02-22 19:37:27 -0800,, 569701848476745728,neutral,0.7023,,,American,,quadbaconHD,,0,"@AmericanAir I already landed! But, if you still care it was 1891. Thanks for the help though!, do you k ow what caused the failure?","[30.2772503, -81.38732586]",2015-02-22 19:34:39 -0800,"Jacksonville Beach, Florida ",Central Time (US & Canada) 569701794567163905,negative,1.0,longlines,1.0,American,,ChrisAgius13,,0,@AmericanAir one staff on desk. Now been queuing for over an hr.,"[32.89840957, -97.04456259]",2015-02-22 19:34:27 -0800,"Melbourne, Australia", 569701646445326336,neutral,1.0,,,American,,farfalla818,,0,@AmericanAir anything you can do?,,2015-02-22 19:33:51 -0800,"Plano, Texas", 569701550039429121,negative,1.0,Customer Service Issue,1.0,American,,TheJoshAbides,,0,"@AmericanAir and even worse, by the time you responded to my tweets I took two flights over five hours. And that was the quickest response!",,2015-02-22 19:33:28 -0800,New York City,Eastern Time (US & Canada) 569701210120450049,negative,1.0,Customer Service Issue,0.7168,American,,TheJoshAbides,,0,@AmericanAir on top of that my online record was unavailable as well and then couldn't get anyone on the phone.,,2015-02-22 19:32:07 -0800,New York City,Eastern Time (US & Canada) 569701189199089664,negative,1.0,Customer Service Issue,1.0,American,,JesseSheriff,,0,@AmericanAir My ex-boyfriend picks up my calls more than you do! #Cancelled Flightedflight #nocustomerservice #americanairlines #FAIL,,2015-02-22 19:32:02 -0800,West Palm Beach,Eastern Time (US & Canada) 569701122899775488,negative,0.6533,Bad Flight,0.6533,American,,fuzzygoats,,0,"@AmericanAir Hey AA, a suggestion: Note on your seat maps what seats have electronics box blocking legroom. AA215 http://t.co/hcNN0wXQQr",,2015-02-22 19:31:46 -0800,Tucson,Arizona 569700953164615681,negative,1.0,Can't Tell,0.3861,American,,cjdjpdx,,0,@AmericanAir why are you still selling tickets when you haven't rebooked people to arrive at their destinations on time?,,2015-02-22 19:31:06 -0800,"Portland, Orygun",America/Los_Angeles 569700922248581121,positive,0.6687,,0.0,American,,danielaud,,0,@AmericanAir Didn't really need anything. Saw your mentions are often negative. Keep up the good work. #gratitude 🇺🇸✈️,,2015-02-22 19:30:59 -0800,Indianapolis,Eastern Time (US & Canada) 569700785824669696,positive,0.7007,,,American,,jwein7,,0,@AmericanAir #AmericanView Sweet Home Chicago http://t.co/J6icLV8DTs,,2015-02-22 19:30:26 -0800,Windy City,Central Time (US & Canada) 569700696624246785,positive,1.0,,,American,,JessieDax,,0,"@AmericanAir LTALJX, from DCA to OMA this morning. All of the staff that helped me fix my problem were so helpful. #goodthingscome #thanks",,2015-02-22 19:30:05 -0800,,Eastern Time (US & Canada) 569700635152494592,negative,1.0,Customer Service Issue,0.35100000000000003,American,,cjdjpdx,,0,@AmericanAir @ti2469 oh shiz i'm only 40 minutes into my wait after the first 3 hour barrier ...unbelievable,,2015-02-22 19:29:50 -0800,"Portland, Orygun",America/Los_Angeles 569700397884928000,negative,1.0,Can't Tell,1.0,American,,ra1der7581,,0,@AmericanAir wow @AmericanAir still screw n stuff up,,2015-02-22 19:28:54 -0800,"Albuquerque,New Mexico ",America/Boise 569700252321755137,negative,1.0,Customer Service Issue,1.0,American,,Jakews82,,0,@AmericanAir I just checked the app and it said my flight had been moved back a day? No explanations why. No answer on the 800 number.,,2015-02-22 19:28:19 -0800,Omaha , 569700244050440192,negative,1.0,Customer Service Issue,0.3663,American,,Africanbeauteee,,0,@AmericanAir employees are racist!!!!!,,2015-02-22 19:28:17 -0800,,Quito 569700071484338177,negative,1.0,Customer Service Issue,1.0,American,,MikeThomas_Says,,0,"@AmericanAir this is pathetic customer service. Why have bag tags, barcodes and computers if your response is, ""not yet located""?",,2015-02-22 19:27:36 -0800,DC, 569699607707398146,negative,1.0,Cancelled Flight,1.0,American,,YeahSaidThat,,0,"@AmericanAir i hope it takes you 6 hours to get home when it should take 20. my flight was Cancelled Flightled because they ""couldn't staff the plane""",,2015-02-22 19:25:45 -0800,, 569699455919726593,negative,1.0,Customer Service Issue,1.0,American,,JanssenMA,,0,@AmericanAir @SouljaCoy what is AA going to do to fix their utterly embarrassing customer service? You won't even answer the dang phone!,,2015-02-22 19:25:09 -0800,, 569699437901000706,negative,0.6579,Customer Service Issue,0.3421,American,,dgoot,,0,@AmericanAir not yet. I'm next in the terminal a customer service area.,,2015-02-22 19:25:05 -0800,"Boston, MA",Mountain Time (US & Canada) 569699154965827584,negative,0.6765,Flight Booking Problems,0.6765,American,,kathyjazztx,,0,"@AmericanAir and it gets better...other passengers rebooked direct on other airlines. #whereisthelove #whybeAAFF?",,2015-02-22 19:23:57 -0800,, 569699091367665664,negative,1.0,Cancelled Flight,0.6858,American,,RachelMader2,,0,"@AmericanAir I need to speak to a REAL PERSON. My flight was Cancelled Flightled with no explanation, and I've been on hold for more than 3 hours.",,2015-02-22 19:23:42 -0800,, 569698963428925440,negative,1.0,Can't Tell,1.0,American,,davon_a,,0,@AmericanAir you have let me down. Seriously. #unhappycustomer,,2015-02-22 19:23:12 -0800,New York City,Santiago 569698856037789696,negative,1.0,Bad Flight,0.3488,American,,JanssenMA,,0,@AmericanAir @DuaneNClark ever think about being prepared and bringing in more people? Does anyone have any business sense at AA?,,2015-02-22 19:22:46 -0800,, 569698811708370944,negative,1.0,Customer Service Issue,1.0,American,,cjelinjr,,0,@AmericanAir why do I have to wait for 2 hours to talk to someone when you changed my flight?,,2015-02-22 19:22:35 -0800,,Central Time (US & Canada) 569698519742861312,negative,1.0,Flight Attendant Complaints,0.6719,American,,jkhoey,,0,@AmericanAir due to gate agents I missed my connecting flight to Mexico City...not a happy customer AA- let's correct this,,2015-02-22 19:21:26 -0800,"New York, NY",Eastern Time (US & Canada) 569698461911683073,neutral,1.0,,,American,,JulianaSheldon,,0,@AmericanAir she doesn't have Twitter.,,2015-02-22 19:21:12 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569698217614544897,negative,1.0,longlines,0.3521,American,,morboywnder,,0,@AmericanAir at some point u need to tell passengers what is going on. At Jfk waiting to get on flight it is a mess.,,2015-02-22 19:20:14 -0800,, 569698145703043072,negative,1.0,Flight Attendant Complaints,1.0,American,,ChaimOsina,,0,"@AmericanAir its not that, it's the rude agent who wouldn't listen to anything I would say and it clearly fit into the sizer",,2015-02-22 19:19:57 -0800,"Chicago, IL",Central Time (US & Canada) 569697809017864193,negative,1.0,Late Flight,0.6636,American,,ChrisAgius13,,0,"@AmericanAir seriously, I do not want to wait 24 hours for a flight when I have to prepare for a family funeral.","[32.89873575, -97.04452633]",2015-02-22 19:18:36 -0800,"Melbourne, Australia", 569697735177170945,negative,1.0,Flight Attendant Complaints,0.6920000000000001,American,,wadekoehler,,0,"@AmericanAir your gate agents at DFW gate B16 are pathetic tonight. Terrible communication, stories changing and apathetic",,2015-02-22 19:18:19 -0800,"Bloomington, IL",Central Time (US & Canada) 569697701098602497,negative,1.0,Lost Luggage,1.0,American,,JamieCarlsbad,,0,@AmericanAir I was worried when my bag went SAN to DCA 24 hours before me. But our reunion was an organized breeze! http://t.co/uOARyQ98PU,,2015-02-22 19:18:11 -0800,"Carlsbad, So Cal from Hawaii",Pacific Time (US & Canada) 569697188508348416,neutral,0.6784,,0.0,American,,JonKohler,,0,"@AmericanAir yea no worries. I'm just going home to Denver. Not your fault, weather sucks bad.",,2015-02-22 19:16:08 -0800,"Denver, CO",Eastern Time (US & Canada) 569696864091697152,negative,1.0,Flight Booking Problems,1.0,American,,clado225,,0,@AmericanAir I've been tryin to use my voucher to book a flight the last 2days. Lines are busy. Plse help me?The flight may go up.,,2015-02-22 19:14:51 -0800,, 569696824061235200,positive,0.6945,,,American,,TimMoore,,0,"@AmericanAir Yes, thanks for checking. Very cramped, but got on & made it safely. Flying back tomorrow at 1pm. http://t.co/CSddCCMvbD",,2015-02-22 19:14:41 -0800,New York | Hong Kong ,Eastern Time (US & Canada) 569696793652371456,negative,1.0,Can't Tell,1.0,American,,Africanbeauteee,,0,@AmericanAir is the worst airline to ever travel with!!!! The worst!! They're equivalent to DIRT!!!!!!,,2015-02-22 19:14:34 -0800,,Quito 569696449111461888,positive,1.0,,,American,,SmokeAdMirrors,,0,@AmericanAir great flight experience again... SFO-JFK... Dare I say it? A consistent high quality on a legacy airline? Keep it up guys!,,2015-02-22 19:13:12 -0800,New York City,Atlantic Time (Canada) 569696080121569280,negative,1.0,Flight Attendant Complaints,0.3765,American,,joedizzle,,0,@AmericanAir pretty bad at #DFW no updates two flights behind doors open breeze no America airlines workers http://t.co/6MBK79mdnW,,2015-02-22 19:11:44 -0800,Windermere (seattle), 569696039914971136,positive,1.0,,,American,,joymfreeman,,0,@AmericanAir Great - thank you.,"[30.33730037, -97.74637026]",2015-02-22 19:11:35 -0800,"Austin, Texas",Central Time (US & Canada) 569695998894673920,negative,1.0,Cancelled Flight,0.3726,American,,tomrquicksell,,0,@AmericanAir yes and the auto rebook confirmed an outbound that departs after the return flight. # fire the software programmers,,2015-02-22 19:11:25 -0800,"Tampa, Fl",Eastern Time (US & Canada) 569695794598531072,negative,1.0,Customer Service Issue,1.0,American,,droqen,,0,@AmericanAir I'm getting calls from 1-800-433-7300 but the calls seem to drop instantly. Is there any alternate avenue for resched. support?,,2015-02-22 19:10:36 -0800,,Eastern Time (US & Canada) 569695357858238464,negative,1.0,Cancelled Flight,0.3615,American,,c_cgottlieb,,0,@AmericanAir Supposed to arrive at my destination tonight. American rebooks me for Wednesday? Where am I staying until then?,,2015-02-22 19:08:52 -0800,"Washington, DC",Atlantic Time (Canada) 569695286907551745,negative,1.0,Can't Tell,0.6637,American,,RationalCrusadr,,0,@AmericanAir @USAirways how can you have no food on a 4 hour flight 528 from Columbus to Phoenix? Starving and Pissed off. Can't eat Go Go!,,2015-02-22 19:08:35 -0800,"Chicago, Mumbai", 569695048889028608,negative,1.0,Flight Booking Problems,0.7078,American,,hovy5019,,0,"@AmericanAir jal and cathay pacific so no, I can't do it online.",,2015-02-22 19:07:38 -0800,, 569694591290646529,neutral,1.0,,,American,,jdcardinal,,0,@AmericanAir what is the status of flight 1675 tomorrow,,2015-02-22 19:05:49 -0800,, 569694483769659392,negative,1.0,Customer Service Issue,0.6709999999999999,American,,RBraceySherman,,0,@AmericanAir 4828 but I just missed it because no one is at the gate to marshall us in so now I have to rent a car & drive 5 hrs. So thanks.,,2015-02-22 19:05:23 -0800,Ithaca til May 2015,Pacific Time (US & Canada) 569693838329180160,negative,1.0,Flight Attendant Complaints,1.0,American,,cloop87,,0,@AmericanAir The pilot told us they would release bags as well as offer hotel vouchers. Neither happened.,,2015-02-22 19:02:50 -0800,"New York, NY",Eastern Time (US & Canada) 569693808914522113,negative,1.0,Lost Luggage,0.6916,American,,cloop87,,0,@AmericanAir my understanding is they were able and did for many other flights but chose not to for this one.,,2015-02-22 19:02:43 -0800,"New York, NY",Eastern Time (US & Canada) 569693767831146497,negative,1.0,Late Flight,1.0,American,,claireh___,,0,@AmericanAir Hey so I'm very disappointed with my time traveling with you! I've had the worst experience and both times the flight delayed!,,2015-02-22 19:02:33 -0800,,Eastern Time (US & Canada) 569693713087082497,negative,0.6666,Can't Tell,0.3355,American,,jkhoey,,0,@AmericanAir 37 minutes??????,,2015-02-22 19:02:20 -0800,"New York, NY",Eastern Time (US & Canada) 569693664433156096,negative,1.0,Flight Booking Problems,1.0,American,,gregnbev,,0,@AmericanAir having trouble getting rebooked,,2015-02-22 19:02:08 -0800,"midlothian, tx", 569693592597323776,negative,0.6649,Lost Luggage,0.6649,American,,KerithBurke,,0,"@AmericanAir I understand. I'm feeling cranky. I called AA's bag tracker number and heard ""your bag has not been located."" 😩",,2015-02-22 19:01:51 -0800,SNY in NYC.,Eastern Time (US & Canada) 569693551589756928,negative,0.7007,Late Flight,0.7007,American,,gregarnette,,0,@AmericanAir AA45 ... JFK to LAS.,,2015-02-22 19:01:41 -0800,Boston,Eastern Time (US & Canada) 569693300120113152,negative,1.0,Customer Service Issue,1.0,American,,planedoc71,,0,@AmericanAir I'm willing to hold for an agent. you aren't being helpful you keep hanging up on me #americanairsucks #hiremorepoeple,,2015-02-22 19:00:41 -0800,, 569692982955237377,negative,1.0,Cancelled Flight,0.698,American,,andresfreyesp,,0,"@AmericanAir I have been trying to speak with an agent the whole day about my Cancelled Flightled flight, what I can do?",,2015-02-22 18:59:26 -0800,,Canberra 569692788968845312,negative,1.0,Cancelled Flight,0.6596,American,,MicMontgomery,,0,@AmericanAir Need to go frm TPA to MCI tmrw & my connection thru DFW is Cancelled Flightled. Can u connect me thru a diff city? Been on hold for 2 hrs,,2015-02-22 18:58:39 -0800,"Kansas City, MO",Eastern Time (US & Canada) 569692664720797696,negative,0.7059,Customer Service Issue,0.3824,American,,TwinkleChar,,0,@americanair Any hints to get through to and stay connected with you to rearrange weather reLate Flightd Cancelled Flights? Hours in now w/nothing.,,2015-02-22 18:58:10 -0800,Mind Tripping,Central Time (US & Canada) 569692610543005697,negative,1.0,Late Flight,0.6892,American,,jkhoey,,0,@AmericanAir no gate agent after 30 minutes to let us off the plane???? WTW / grounds crew is here / hope you're ready to cover my delay,,2015-02-22 18:57:57 -0800,"New York, NY",Eastern Time (US & Canada) 569692299539517441,negative,1.0,Customer Service Issue,0.6783,American,,c_cgottlieb,,0,@AmericanAir You can't even get someone on the phone. Great story for the media.,,2015-02-22 18:56:43 -0800,"Washington, DC",Atlantic Time (Canada) 569692168165527552,negative,1.0,Late Flight,0.3476,American,,JasonPeppel,,0,"“@AmericanAir: ""Jason, you'll end up missing your connection. Please see our DFW agents for assistance.” Nope! Hasn't taken off yet, still!",,2015-02-22 18:56:11 -0800,, 569692064511692801,negative,1.0,Late Flight,1.0,American,,mbranch909,,0,@AmericanAir finally made it to chicago - 13 hours Late Flight. Did get a $12 food voucher for my wait.about $1per/hr. Never again. Good bye.,,2015-02-22 18:55:47 -0800,, 569692012456181760,negative,1.0,Customer Service Issue,0.7014,American,,c_cgottlieb,,0,@AmericanAir instead of putting the burden on your customers do the right thing and get more gate agents.,,2015-02-22 18:55:34 -0800,"Washington, DC",Atlantic Time (Canada) 569691858365915136,negative,1.0,Late Flight,0.7031,American,,friedrice4break,,0,@AmericanAir guys 5350 in dfw stuck at the gate for half an hour. Do we pull the slide or what?,,2015-02-22 18:54:58 -0800,, 569691772000931840,negative,1.0,Late Flight,1.0,American,,sierrasalles,,0,@AmericanAir plz kys I have been sitting in this plane for an hour I want to leave,"[39.85437802, -104.67127565]",2015-02-22 18:54:37 -0800,✨,Arizona 569691680661762049,negative,1.0,Bad Flight,0.3627,American,,agoldenbrown,,0,@AmericanAir after all that weve been through today as a courtesy to not allow a passenger with an oxgen tank sit up there is bad business,,2015-02-22 18:54:15 -0800,NYCATL,Eastern Time (US & Canada) 569691648579338240,negative,1.0,Cancelled Flight,1.0,American,,c_cgottlieb,,0,@AmericanAir Now you've Cancelled Flightled my flight. First a priority ticket bumped and now this. You're losing customers. People are furious.,,2015-02-22 18:54:08 -0800,"Washington, DC",Atlantic Time (Canada) 569691609404706817,negative,0.6705,Customer Service Issue,0.6705,American,,jessicaclaire,,0,@americanair I finally got someone on the phone so no worries!,,2015-02-22 18:53:58 -0800,California,Pacific Time (US & Canada) 569691574625415168,negative,1.0,Customer Service Issue,1.0,American,,cbratch67,,0,@AmericanAir it that you say is going to help us? Give me a number to call that isn't a recording w a 2 hour wait time!,,2015-02-22 18:53:50 -0800,, 569691533101780992,negative,0.6111,Can't Tell,0.3259,American,,jkhoey,,0,@AmericanAir ok. Pilots are looking for agents - they jumped out / FLT 5350 #DFW / this is crazy,,2015-02-22 18:53:40 -0800,"New York, NY",Eastern Time (US & Canada) 569691521454223361,negative,1.0,Flight Booking Problems,0.6604,American,,cjdjpdx,,0,@AmericanAir no you're not you're trying to book me PAST when i need 2 arrive but you're still selling seats on the day I'm trying 2 travel,,2015-02-22 18:53:37 -0800,"Portland, Orygun",America/Los_Angeles 569691389958553600,negative,1.0,Lost Luggage,1.0,American,,cbratch67,,0,@AmericanAir because you won't get our bags for us because you said they would go on to Cincinnati even though we can't. Who exactly is,,2015-02-22 18:53:06 -0800,, 569691155606183937,negative,1.0,Can't Tell,1.0,American,,agoldenbrown,,0,@AmericanAir you all should really be ashamed. The entire business class cabin is empty and almost all of first class...,,2015-02-22 18:52:10 -0800,NYCATL,Eastern Time (US & Canada) 569691100090273792,negative,1.0,Bad Flight,0.3593,American,,cbratch67,,0,@AmericanAir You could only get us on a flight 30 minutes before the funeral starts. We're stranded in Dallas w/o luggage for 2 days,,2015-02-22 18:51:57 -0800,, 569691079471050752,negative,1.0,Cancelled Flight,1.0,American,,zehentbauer,,0,"@AmericanAir just Cancelled Flightled my 7 am flight tomorrow with out informing me at all today, then booked one in 2 days, and no customer service",,2015-02-22 18:51:52 -0800,, 569691049116839936,negative,0.6337,Cancelled Flight,0.6337,American,,0veranalyser,,0,"@AmericanAir Thanks - I note some, but not all, flights are Cancelled Flightled - are only some aircraft/runways working out of DFW today/tomorrow?",,2015-02-22 18:51:45 -0800,,Perth 569690711026573312,negative,1.0,Late Flight,0.659,American,,fpinell,,0,@AmericanAir we knew it was not going to leave but we had 6 hours waiting... that was the hurry..,,2015-02-22 18:50:24 -0800,Santo Domingo ,La Paz 569690693888663552,negative,1.0,Flight Booking Problems,0.6819,American,,cbratch67,,0,@AmericanAir we tried. We are headed to a funeral in Cincinnati and your people didn't even tell us we could get on standby.,,2015-02-22 18:50:20 -0800,, 569690664029462529,negative,1.0,Customer Service Issue,1.0,American,,kaps12,,0,@AmericanAir they don't even give an option to hold.. Just say lines are busy Plz try Late Flightr,,2015-02-22 18:50:13 -0800,, 569690603547697152,negative,1.0,Customer Service Issue,0.6619,American,,agoldenbrown,,0,@AmericanAir i will be writing a very detailed letter to you all about this experience today. I have never experienced such awful cs ever,,2015-02-22 18:49:58 -0800,NYCATL,Eastern Time (US & Canada) 569690433996984320,negative,1.0,Late Flight,0.6776,American,,fpinell,,0,"@AmericanAir The delay is nothing but the personnel being so combative up to the point of saying ""what's the hury, the plane is not leaving",,2015-02-22 18:49:18 -0800,Santo Domingo ,La Paz 569690347183480832,negative,1.0,Lost Luggage,1.0,American,,RachaelKasper,,0,@AmericanAir delta rerouted 6 of my bags onto aa977 MIA-CUR. How can I see if they made it onto the flight?,,2015-02-22 18:48:57 -0800,, 569690272830922752,negative,1.0,Late Flight,0.6769,American,,poolinenaidoo,,0,@AmericanAir would have been nice if the agents were at the very least courteous since the delay was AA's fault,,2015-02-22 18:48:40 -0800,"Kitchen, office or on the road",Central Time (US & Canada) 569690252450799616,neutral,1.0,,,American,,TrueNugget,,0,@AmericanAir Your logo looks like 3D glasses.,,2015-02-22 18:48:35 -0800,"Jackson County, Oregon",Tijuana 569690131235340288,negative,1.0,Customer Service Issue,1.0,American,,Lioninflorida,,0,@AmericanAir no private msg me and will provide details...u really need customer svc training for your staff,,2015-02-22 18:48:06 -0800,"Fort Myers, Florida",Eastern Time (US & Canada) 569689983969202180,negative,0.3702,Flight Attendant Complaints,0.3702,American,,jkhoey,,0,@AmericanAir and let FLT 2350 know I'm coming / gate crew have yet to arrive to let us off FLT 5350 #DFW,,2015-02-22 18:47:31 -0800,"New York, NY",Eastern Time (US & Canada) 569689826221363201,negative,1.0,Customer Service Issue,1.0,American,,fpinell,,0,@AmericanAir you guys should really improve the service experience with your on site personnel. This has been one of the worst experiences.,,2015-02-22 18:46:53 -0800,Santo Domingo ,La Paz 569689784517402625,negative,1.0,Customer Service Issue,1.0,American,,cjdjpdx,,0,@AmericanAir @Expedia are killing me. Over 3 hours to get NO human to help me.,,2015-02-22 18:46:43 -0800,"Portland, Orygun",America/Los_Angeles 569689370988408832,negative,1.0,Customer Service Issue,1.0,American,,c_cgottlieb,,0,@AmericanAir 1 ticket agent servicing at least 60 people on line. Waiting for an hour and a half and your phones hang up on people.,,2015-02-22 18:45:05 -0800,"Washington, DC",Atlantic Time (Canada) 569689239136423936,negative,1.0,Cancelled Flight,0.6661,American,,BMichael319,,0,"@AmericanAir yeah, rebooked for tomorrow morning. But extremely disappointed to miss a wedding.",,2015-02-22 18:44:33 -0800,"Behind you, look again.",Indiana (East) 569689221658775553,positive,1.0,,,American,,ljhillmanphotos,,0,@AmericanAir #americanview New paint scheme looks great! #usairways http://t.co/Gt6umHbh43,,2015-02-22 18:44:29 -0800,USA,Quito 569688901922615296,negative,1.0,Cancelled Flight,0.6838,American,,jstefanides,,0,"@AmericanAir thanks for the call on my Cancelled Flightled flight, NOT! Flight Booking Problems me for Tues no good weather caused me 2 leave early",,2015-02-22 18:43:13 -0800,The Ted Williams Tour, 569688822486847488,negative,1.0,Late Flight,1.0,American,,leozh,,0,"@AmericanAir on plane for JFK->SFO, been sitting here for 1.5 hours waiting for push crew, how is this acceptable?","[40.64859599, -73.79426922]",2015-02-22 18:42:54 -0800,"Washington, DC",Eastern Time (US & Canada) 569688822180503552,negative,1.0,Customer Service Issue,1.0,American,,kanewaipmp,,0,@AmericanAir waiting for you to pick up... Coming up on 3 hours now... http://t.co/nOPq5xIsbS,,2015-02-22 18:42:54 -0800,"Frisco, TX",Central Time (US & Canada) 569688698301784064,negative,1.0,Late Flight,0.6469,American,,friedrice4break,,0,@AmericanAir hey flight 5350 in dfw stuck at gate with no gate agent. Plane full of people missing connections.,,2015-02-22 18:42:24 -0800,, 569688669100994561,negative,1.0,Can't Tell,0.6668,American,,PiersDenney,,0,@AmericanAir so we've now been driving across DFW for over 90mins. That's half fucking way to Texarkana! #shouldhavedriven,,2015-02-22 18:42:17 -0800,"Kansas City, MO USA",Central Time (US & Canada) 569688392553799680,negative,1.0,Cancelled Flight,1.0,American,,ShpprMktMichael,,0,@AmericanAir can you tell me why all flights from XNA 2 DFW are Cancelled Flightled for tomorrow morning already?,,2015-02-22 18:41:11 -0800,USA, 569688317412970496,positive,1.0,,,American,,StarkJedi,,0,@AmericanAir thank you for the update!,,2015-02-22 18:40:53 -0800,, 569688245019111425,negative,1.0,Customer Service Issue,1.0,American,,c_cgottlieb,,0,@AmericanAir pathetic service,,2015-02-22 18:40:36 -0800,"Washington, DC",Atlantic Time (Canada) 569688233002401792,neutral,1.0,,,American,,puga203,,0,@AmericanAir Dallas/Fort Worth flight number 5320,,2015-02-22 18:40:33 -0800,, 569688201222160385,negative,1.0,longlines,0.3403,American,,PiersDenney,,0,"@AmericanAir oh it can get better apparently. After making us wait for a gate, psych!! Now we need you to de-ice before coming to the gate!!",,2015-02-22 18:40:26 -0800,"Kansas City, MO USA",Central Time (US & Canada) 569688050386620416,neutral,0.6983,,0.0,American,,jkhoey,,0,@AmericanAir if you could get the gate crew to help us off FLT 5350 that would be great....,,2015-02-22 18:39:50 -0800,"New York, NY",Eastern Time (US & Canada) 569687606901940226,negative,0.6826,Late Flight,0.3651,American,,aliceliogier,,0,@AmericanAir is the situation at JFK this evening is going to get better or worse ? Do not Cancelled Flight a flight like yesterday after 8h delayed,,2015-02-22 18:38:04 -0800,,Amsterdam 569687399426617344,negative,0.6638,Late Flight,0.3542,American,,joekamal48,,0,@AmericanAir ya but u weren't sitting on the plane.,,2015-02-22 18:37:14 -0800,, 569687343403106304,negative,1.0,Customer Service Issue,1.0,American,,kathyjazztx,,0,@AmericanAir I know you can't control weather but you can control how you treat customers..#shafted,,2015-02-22 18:37:01 -0800,, 569687291007881216,negative,1.0,Customer Service Issue,0.6909,American,,JanssenMA,,0,@AmericanAir I have tried to talk to someone for almost 6 hrs! you Cancelled Flightled my flight and you won't pick up the phone. pathetic & very sad,,2015-02-22 18:36:49 -0800,, 569687163136315392,neutral,1.0,,,American,,rosieblisss,,0,@AmericanAir yes. He's in the next flight,,2015-02-22 18:36:18 -0800,,Eastern Time (US & Canada) 569687056542244864,negative,1.0,Late Flight,1.0,American,,tencents77,,0,@AmericanAir several hrs Late Flight and 140 characters won't do it. Cheers though,,2015-02-22 18:35:53 -0800,"London, UK",Quito 569686478046887937,negative,1.0,Cancelled Flight,0.6528,American,,KingFilson,,0,"@AmericanAir my wife's flight is Cancelled Flightled, told to call. No one answers. How do we book a flight? Help us please",,2015-02-22 18:33:35 -0800,,Central Time (US & Canada) 569686415665025024,negative,1.0,Customer Service Issue,0.6174,American,,SchrierCar,,0,@AmericanAir not in any way that I am happy with or find acceptable. If I could speak to a human maybe that would happen,,2015-02-22 18:33:20 -0800,, 569686401735745536,negative,1.0,Cancelled Flight,1.0,American,,TranceInJail,,0,@AmericanAir hi my flight to DFW 2463 was Cancelled Flightled tonight. Called in and left my number for call back it's been 3hrs please help.,,2015-02-22 18:33:17 -0800,NYC/TX,Central Time (US & Canada) 569686397789057024,neutral,0.638,,0.0,American,,twocrunch,,0,"@AmericanAir Hi, I have my name, email, and AAdvantage #, but website won't let me reset password. Can we troubleshoot together? Thanks!",,2015-02-22 18:33:16 -0800,, 569686372124102656,neutral,1.0,,,American,,FOHeming,,0,@AmericanAir Still looking as we speak.,,2015-02-22 18:33:10 -0800,Left hand seat in flightdeck,London 569686237478572032,negative,0.6438,longlines,0.6438,American,,priscillaguasso,,0,"@AmericanAir we're on AA1401 landed at 8:55pm in Miami, but waiting for a gate. Can someone on your team help us out?!","[25.79939784, -80.27038889]",2015-02-22 18:32:37 -0800,,Eastern Time (US & Canada) 569686145275072512,negative,1.0,Lost Luggage,1.0,American,,bpa76,,0,@AmericanAir - where are my bags? Baggage claim C25 or C26 (flt# 959)?? I can see the plane from here? Why does it take 25 min???,,2015-02-22 18:32:15 -0800,, 569685890349404160,negative,1.0,Customer Service Issue,1.0,American,,jeffpeters14,,0,"@AmericanAir is there only one call centre? I know it's busy right now, really need to speak to agent not computer",,2015-02-22 18:31:15 -0800,Abbotsford,Arizona 569685644449964032,negative,1.0,Flight Booking Problems,0.6858,American,,planedoc71,,0,@AmericanAir you guys fail again.. all I need to do is use my voucher for a ticket but I can't do it online #yourphonesystemsucks,,2015-02-22 18:30:16 -0800,, 569685261518376960,positive,1.0,,,American,,VisualWorshiper,,2,@AmericanAir Shout-out to all the ground crews working in the cold! Thanks for what y'all do. (& social media team for customer service),,2015-02-22 18:28:45 -0800,"Dallas Area, Texas",Central Time (US & Canada) 569685165565308928,positive,1.0,,,American,,jkhoey,,0,@AmericanAir I fortunately was not on that flight - just in the same waiting area / impressed w how he handled the stressful situation,,2015-02-22 18:28:22 -0800,"New York, NY",Eastern Time (US & Canada) 569684864141824000,negative,1.0,Customer Service Issue,0.6637,American,,noddingheadgirl,,0,"@AmericanAir we've been on hold for over 4 hrs, you Cancelled Flighted flt 2222 phl-dfw. Need assistance!!!",,2015-02-22 18:27:10 -0800,,Eastern Time (US & Canada) 569684820604817408,positive,1.0,,,American,,SmithsAreRare,,0,@AmericanAir thanks to Marie for reFlight Booking Problems me and my friends!!! I'm Cali bound thanks to this sweet angel! #blessed,,2015-02-22 18:27:00 -0800,L-Town,Central Time (US & Canada) 569684565838553088,negative,1.0,Cancelled Flight,1.0,American,,61jr,,0,@AmericanAir their flights into Buffalo as well -- You were the only flight Cancelled Flightled!!!,,2015-02-22 18:25:59 -0800,St. Catharines, 569684433218875392,negative,1.0,Cancelled Flight,0.6668,American,,61jr,,0,"@AmericanAir -- This is after you Cancelled Flightled our flight into Buffalo because of ""weather"" and lied to us and said other airlines Cancelled Flightled",,2015-02-22 18:25:27 -0800,St. Catharines, 569684298107740160,neutral,0.6298,,0.0,American,,61jr,,0,"@AmericanAir know that I could use that for a flight into Canada. By they time they figured it out, it was too Late Flight to check our bags",,2015-02-22 18:24:55 -0800,St. Catharines, 569683974748033026,negative,1.0,Customer Service Issue,0.6659,American,,kerryonpr,,0,@AmericanAir dropping the ball. Again. No catering. Plane switch. No gate attendant. 2 hours Late Flight. Really nice.,,2015-02-22 18:23:38 -0800,,Alaska 569683921908195328,neutral,1.0,,,American,,txbu20,,0,@AmericanAir its Adolfo Garcia,,2015-02-22 18:23:25 -0800,"waco, texas", 569683872046194688,neutral,1.0,,,American,,Travelingwellfl,,0,"@AmericanAir My friend needs some help on her flt (she's not on Twiiter), can I DM you her info?",,2015-02-22 18:23:13 -0800,"San Diego, CA",Pacific Time (US & Canada) 569683866908286976,negative,0.6741,Cancelled Flight,0.6741,American,,fellps,,0,"@AmericanAir my flight from VCP to JFK was delayed and now it has been Cancelled Flighted, what should i do?",,2015-02-22 18:23:12 -0800,Tem conexao? To aqui entao! ,Brasilia 569683804857745409,positive,1.0,,,American,,darrenrough,,0,@AmericanAir hats off to Admiral Lounge attendant @ YYZ Terminal 3 who gave her banana to our toddler when none avail elsewhere.,,2015-02-22 18:22:57 -0800,Cambridge MA,Eastern Time (US & Canada) 569683456990580736,negative,1.0,Lost Luggage,1.0,American,,wwkeyboard,,0,"@AmericanAir ""We'll drop off your luggage 24 hours after your flight"" is ridiculous.",,2015-02-22 18:21:35 -0800,"Urbana, IL",Central Time (US & Canada) 569683397657767937,neutral,0.6833,,0.0,American,,bradleycfox,,0,@AmericanAir thanks. Bummer. Poor planning on my part. I assume the card in Passbook won't work either?,,2015-02-22 18:21:20 -0800,"Seattle, WA / 36,000 feet",Pacific Time (US & Canada) 569683183161233408,negative,1.0,Lost Luggage,1.0,American,,wwkeyboard,,0,"@AmericanAir You should be more timely with bags that missed a flight, people need their undies the next morning!",,2015-02-22 18:20:29 -0800,"Urbana, IL",Central Time (US & Canada) 569683041578192896,positive,0.6432,,0.0,American,,la_anne,,0,@AmericanAir I tried that. They won't book us with another airline. I wish I had flown with you! We are now stuck in FL til Weds.,,2015-02-22 18:19:55 -0800,Global, 569682961345470465,neutral,0.6503,,,American,,klebovitz,,0,@AmericanAir A true #AmericanView ...The National Mall http://t.co/N7ExdbcRHg,,2015-02-22 18:19:36 -0800,, 569682818306953216,negative,0.6549,Customer Service Issue,0.3336,American,,zsalim03,,0,"@vanessaannz seriously, you hate @AmericanAir since they can't accommodate you due to inclemental weather disruptions? lol, very funny",,2015-02-22 18:19:02 -0800,Texas,Central Time (US & Canada) 569682667362344960,negative,1.0,Late Flight,0.363,American,,LSlay19,,0,@AmericanAir gotta be worse than @delta w/ on time departures. I rushed back to terminal C for 8:25 flight but they haven't strtd boarding.,,2015-02-22 18:18:26 -0800,"NC by day, DC by night....",Quito 569682097125896192,neutral,0.6789,,,American,,joeyquart,,0,@AmericanAir I know you are getting pummeled tonight @dfwairport we were one of the lucky out of @slcairport just one more @AUStinAirport,,2015-02-22 18:16:10 -0800,Buda Texas,Central Time (US & Canada) 569682062787149824,neutral,0.6274,,0.0,American,,jameswester,,0,@AmericanAir And gold status too.,,2015-02-22 18:16:02 -0800,DFW,Central Time (US & Canada) 569682010270101504,negative,0.6163,Late Flight,0.6163,American,,zsalim03,,0,@AmericanAir In car gng to DFW. Pulled over 1hr ago - very icy roads. On-hold with AA since 1hr. Can't reach arpt for AA2450. Wat 2 do?,,2015-02-22 18:15:50 -0800,Texas,Central Time (US & Canada) 569681863939371008,negative,1.0,Lost Luggage,1.0,American,,lindseyjerin,,0,@AmericanAir was told at 7pm my bags would 1000% be at my house by 9pm. Well they're not and I continue to be lied to.,,2015-02-22 18:15:15 -0800,"Alexandria, VA",Quito 569681786860654592,negative,1.0,Customer Service Issue,0.6583,American,,kcgent,,0,@AmericanAir won't answer the reservation line! Nice service. We may be stuck...,,2015-02-22 18:14:56 -0800,,Central Time (US & Canada) 569681774307123200,negative,1.0,Customer Service Issue,1.0,American,,jameswester,,0,@AmericanAir It's not your agents; it's your voice activated system that's not working right. And no email on Cancelled Flightlation. Lots of problems,,2015-02-22 18:14:53 -0800,DFW,Central Time (US & Canada) 569681251734409216,negative,0.6522,Flight Booking Problems,0.3376,American,,farfalla818,,0,"@AmericanAir I was on flt 2222 tomorrow, they moved me to 750. I need it moved to Tuesday. the roads won't be better for flight 750. thanks",,2015-02-22 18:12:49 -0800,"Plano, Texas", 569680920162258945,neutral,1.0,,,American,,SocialJustin,,0,@AmericanAir I'm on #1058 tmrw from CUN DFW. Final dest'n is ORD. Seeing freezing rain in DFW all morning. Should I change my connection?,,2015-02-22 18:11:30 -0800,"Chicago, IL",Central Time (US & Canada) 569680835894497280,negative,1.0,Can't Tell,0.3586,American,,219jondn,,0,@AmericanAir no other (what should be valid) Circle Pacific itineraries can be booked either - always makes all US dest. invalid 4 last leg,,2015-02-22 18:11:10 -0800,"Charlotte, NC | Köln, NRW",Quito 569680818228084736,negative,1.0,Customer Service Issue,0.6629999999999999,American,,whyemes,,0,@AmericanAir I am trying to add my tsa pre check number to my reservation online and don't see an option to do that..?? #nosecuritylines,,2015-02-22 18:11:05 -0800,, 569680659288969218,negative,1.0,Flight Attendant Complaints,0.3731,American,,Gregm528,,0,@AmericanAir you have the poorest trained employees at these desks. I haven't even started to discuss the #lostluggage yet,,2015-02-22 18:10:27 -0800,NY,Eastern Time (US & Canada) 569680508088688641,negative,1.0,Flight Booking Problems,1.0,American,,219jondn,,0,@AmericanAir none of your sample itineraries can actually be booked http://t.co/mF7rABGn8a Every last leg back to US says invalid,,2015-02-22 18:09:51 -0800,"Charlotte, NC | Köln, NRW",Quito 569680398185312256,positive,0.6825,,0.0,American,,bharris77,,0,@AmericanAir I'm booked for Tuesday night. 60 degrees in Alabama right now. I'm good. Stay warm and safe.,,2015-02-22 18:09:25 -0800,"Frisco, Texas",Central Time (US & Canada) 569680242194980864,negative,0.6753,Late Flight,0.6753,American,,rcwhalen,,0,@AmericanAir So plot thickens. We're on plane but no ground crew to get us off gate. Apparently under the weather in large numbers....,,2015-02-22 18:08:48 -0800,New York City, 569680231012773888,negative,1.0,Customer Service Issue,1.0,American,,LBernieMeyer,,0,@AmericanAir 800 number will not even let you wait for next customer rep. Very frustrating. Can't talk to humans.,,2015-02-22 18:08:45 -0800,, 569679759250038784,negative,1.0,Customer Service Issue,0.7282,American,,theZuzuPet,,0,@AmericanAir what happened?? We didn't get a notification about a departure Cancelled Flightation tomorrow. Why will it take 2 hrs to talk to someone,,2015-02-22 18:06:53 -0800,"New Orleans, La", 569679296572170240,neutral,0.3429,,0.0,American,,DedeFilsAime,,0,@AmericanAir you set a schedule try and keep it !!! #AAALWAYSLate Flight,,2015-02-22 18:05:03 -0800,,Central Time (US & Canada) 569679274535362561,negative,1.0,Customer Service Issue,0.6554,American,,derekc21,,0,"@AmericanAir @derekc21 , to my surprise BA doesn't have me registered in the system , I was getting hopeful :(, Lets step it up , Okay ?",,2015-02-22 18:04:57 -0800,"Innisfail, Alberta",Mountain Time (US & Canada) 569679254495100928,negative,1.0,Customer Service Issue,1.0,American,,McKennon,,0,@AmericanAir Unfortunately that is not true. A robot apologizes and hangs up. So how do I get help?,,2015-02-22 18:04:53 -0800,,Atlantic Time (Canada) 569679210454724609,positive,0.6799,,0.0,American,,VeniceWhiteBoy,,0,"@AmericanAir Thanks for the reply, but a functioning plane four hours ago was the only way to do that. The staff was friendly, tho.",,2015-02-22 18:04:42 -0800,"Austin, TX",Central Time (US & Canada) 569678905344270336,positive,1.0,,,American,,stf_tsm,,0,Thank you for sending more details @AmericanAir: They're pretty handy dandy. more info here: http://t.co/FvlxIRh1F1 #LookforwardtoflywithAA,,2015-02-22 18:03:29 -0800,, 569678749056294913,negative,1.0,Late Flight,0.3768,American,,CFISteve,,0,@AmericanAir aa223 being ignored,,2015-02-22 18:02:52 -0800,Cape Cod, 569678620878376960,negative,1.0,Customer Service Issue,1.0,American,,NickLeghorn,,0,"@AmericanAir FYI twice now I've tried the ""we'll call you when someone is free"" thing. Both times it called, I picked up, then it hung up.",,2015-02-22 18:02:21 -0800,"San Antonio, TX", 569678544869199872,negative,1.0,Customer Service Issue,1.0,American,,larrylarry,,0,@AmericanAir that's the number I called -it wouldn't let me speak to an agent because of the issues with weather today,,2015-02-22 18:02:03 -0800,Toronto,Eastern Time (US & Canada) 569678456478404608,negative,1.0,Flight Attendant Complaints,0.6920000000000001,American,,CFISteve,,0,@AmericanAir usually raving about the service to LAX. Your nbr1 and helper can't figure out how to hang a coat and serve a drink. 6F,,2015-02-22 18:01:42 -0800,Cape Cod, 569678397158268929,negative,1.0,Customer Service Issue,0.6741,American,,reebokpumped,,0,"@AmericanAir @MO3TVida just so you know, reservations team has a 2+ hr callback time",,2015-02-22 18:01:28 -0800,Milwaukee,Central Time (US & Canada) 569678349846450177,neutral,1.0,,,American,,curtis_mount,,0,@AmericanAir what do kids aged 11 and 12 need to fly with AA internally within the usa. Thanks for confirming,,2015-02-22 18:01:17 -0800,, 569678154152828928,negative,1.0,Customer Service Issue,1.0,American,,Daaaaaaang16,,0,@AmericanAir absolute terrible service to schedule a 40 minute layover and then not let someone on the plane with the door not closed.,,2015-02-22 18:00:30 -0800,,Pacific Time (US & Canada) 569678153783877634,negative,0.6492,Bad Flight,0.3632,American,,MatthewJMedlin,,0,"@AmericanAir I didn't miss my flight. American Airlines gave my ticket, as well as 6 other passengers tickets away. Not my fault.",,2015-02-22 18:00:30 -0800,"Rossford, Ohio",Atlantic Time (Canada) 569678065422311424,neutral,0.6529,,0.0,American,,faisal_tayebjee,,0,@AmericanAir Please help AA 2258 Monday Cancelled Flightled. Can you advise on reFlight Booking Problems / refund. Have children and need to make plans now,,2015-02-22 18:00:09 -0800,,Dublin 569677848983801856,neutral,0.6629,,0.0,American,,papenfold,,0,@AmericanAir DM sent. Answer me please,"[35.23776431, -80.92233988]",2015-02-22 17:59:17 -0800,Guatemala.,Mountain Time (US & Canada) 569677660890116096,negative,1.0,Late Flight,1.0,American,,andreach1,,0,"@AmericanAir I really want to get home. Tonight, preferably. Please stop delaying my plane 😢😕😦 #AmericanAirlines","[32.89772724, -97.03561645]",2015-02-22 17:58:33 -0800,ATX ,Central Time (US & Canada) 569677591055106048,negative,1.0,Can't Tell,0.6257,American,,Aero0729,,0,@AmericanAir is profiting in the billions and throwing crap at the people who put them there. American is a hurting brand,,2015-02-22 17:58:16 -0800,, 569677563334942720,negative,1.0,Can't Tell,0.6709999999999999,American,,agoldenbrown,,0,@AmericanAir I've never witnessed such covert tactics from an airline.,,2015-02-22 17:58:09 -0800,NYCATL,Eastern Time (US & Canada) 569677513539981313,negative,1.0,Late Flight,0.3395,American,,KingFilson,,0,@AmericanAir you Cancelled Flightled my wife's flight and she has to call but your service won't even let us. Going on 7 hours now.,,2015-02-22 17:57:57 -0800,,Central Time (US & Canada) 569677478077136897,negative,1.0,Damaged Luggage,0.3734,American,,CineDrones,,0,@AmericanAir it shouldn't happen but did and has put us and our gear in jeopardy. What steps do you take to protect customers if their items,,2015-02-22 17:57:49 -0800,"Orlando, FL ",Eastern Time (US & Canada) 569677287551049729,neutral,1.0,,,American,,lindseyjerin,,0,@AmericanAir American Airlines.,,2015-02-22 17:57:04 -0800,"Alexandria, VA",Quito 569676866824642561,negative,1.0,Can't Tell,0.3487,American,,agoldenbrown,,0,@AmericanAir all of these issues are not based on weather or things that are out of your control. These issues are based on negligence.,,2015-02-22 17:55:23 -0800,NYCATL,Eastern Time (US & Canada) 569676702030262272,negative,1.0,Can't Tell,0.6998,American,,realscooterward,,0,@AmericanAir the worst air experience I have ever had and I am not in the first plane yet.,,2015-02-22 17:54:44 -0800,"washington, dc",Eastern Time (US & Canada) 569676640692752385,neutral,0.354,,0.0,American,,EAFiedler,,0,@AmericanAir I just DMed you,,2015-02-22 17:54:29 -0800,Philly,Eastern Time (US & Canada) 569676450552537088,neutral,1.0,,,American,,Aero0729,,0,@AmericanAir why is it most first class passengers now request the sand which from coach ?,,2015-02-22 17:53:44 -0800,, 569676336635236352,positive,0.6414,,,American,,georgetietjen,,0,@AmericanAir @DAI_President Good luck at DFW this evening AA!,,2015-02-22 17:53:17 -0800,, 569676333766328320,negative,1.0,Cancelled Flight,1.0,American,,clara_ennist,,0,@AmericanAir so we have a Cancelled Flightled flight in about twelve hours. Maybe we'll have heard from an AA rep at that point.,,2015-02-22 17:53:16 -0800,"Arlington, VA", 569676317144133632,negative,1.0,Customer Service Issue,0.6684,American,,dogbuckeye,,0,"@AmericanAir on hold for 3 hours...got an agent, immediately txfd me to change cncdld flight...told it would be 1 min, 80 min Late Flightr, waiting",,2015-02-22 17:53:12 -0800,, 569676304154554368,positive,1.0,,,American,,whague,,0,@AmericanAir Awesome customer service on #390 from rdu. They snuck my wife a warm cookie. Thx!,"[41.9774863, -87.90414419]",2015-02-22 17:53:09 -0800,60093,Central Time (US & Canada) 569676250312249344,negative,0.6689,Bad Flight,0.3612,American,,Aero0729,,0,@AmericanAir flight attendants on AA2402 were spectacular.Fed the ENTIRE cabin then food from coach. Why do you keep serving this vile food,,2015-02-22 17:52:56 -0800,, 569676227981791232,negative,1.0,Customer Service Issue,1.0,American,,Active_Aly,,0,"@AmericanAir @CineDrones I just wish that a team member would pick up the phone at this point, let alone be courteous or helpful 😳","[25.8058675, -80.1260541]",2015-02-22 17:52:51 -0800,"London, England",Eastern Time (US & Canada) 569676217432977408,negative,1.0,Flight Booking Problems,0.6669,American,,reebokpumped,,0,"@americanair seriously, pls pls bring more people up to help us! There are still flights to ORD frm DFW and I want in http://t.co/o3CjsVSsqF",,2015-02-22 17:52:48 -0800,Milwaukee,Central Time (US & Canada) 569675979284721665,negative,1.0,Customer Service Issue,1.0,American,,Active_Aly,,0,@AmericanAir @carlw1980 I have followed and dm'd you. . . Please respond to my concern too. Really disappointed with customer service.,"[25.8058666, -80.126062]",2015-02-22 17:51:52 -0800,"London, England",Eastern Time (US & Canada) 569675799122591746,negative,1.0,Lost Luggage,0.6655,American,,PhotosBySharon,,0,"@AmericanAir To add, I have to get up to go to work tomorrow am. I don't like having to wait up until 12 or Late Flightr. CS sucks.",,2015-02-22 17:51:09 -0800,Massachusetts,Quito 569675774627848192,negative,1.0,Can't Tell,0.6709999999999999,American,,Allieism_,,0,"@AmericanAir just when I thought you guys were done messing up, you make it worse. Your airline ruins hopes and dreams.",,2015-02-22 17:51:03 -0800,"Bay Area, CA",Pacific Time (US & Canada) 569675637365071872,neutral,1.0,,,American,,DontenPhoto,,0,@AmericanAir Flight 1512 (N924AN) departs @FlyTPA enroute to @dfwairport http://t.co/j0mhMkDiVl,,2015-02-22 17:50:30 -0800,"Englewood, Florida",Eastern Time (US & Canada) 569675608969465856,negative,1.0,Late Flight,0.6526,American,,drguzman,,0,@AmericanAir approaching three hours sitting in the plane on the ground at DFW on #AmericanAirlines flight 3056 - Oscar performance,,2015-02-22 17:50:23 -0800,"Springfield, Illinois",Central Time (US & Canada) 569675530792013824,negative,1.0,Lost Luggage,0.6298,American,,PhotosBySharon,,0,"@AmericanAir - We have; they were useless. Baggage service called before 9 to tell us we would have bags by 3. Now, maybe midnight.",,2015-02-22 17:50:05 -0800,Massachusetts,Quito 569675527662874624,neutral,1.0,,,American,,BrennyCarroll,,0,@AmericanAir checking into a flight on your website is about as easy as asking a bear to shit in a toilet #justsaying,,2015-02-22 17:50:04 -0800,"Redwood City, CA",Central Time (US & Canada) 569675481857064960,negative,0.6629,Can't Tell,0.3714,American,,Aero0729,,0,@AmericanAir makes some small improvements and retains their program they win all. They keep the crappy food and change advantage they lose,,2015-02-22 17:49:53 -0800,, 569675178227081216,negative,1.0,Cancelled Flight,1.0,American,,faisal_tayebjee,,0,@AmericanAir AA 2258 why have you Cancelled Flightled our flight without courtesy of notifying us or alternatives? Very poor.,,2015-02-22 17:48:41 -0800,,Dublin 569674883099205632,negative,1.0,longlines,0.6959,American,,agoldenbrown,,1,@AmericanAir how have you not loaded our luggage on the plane and were OVER an hour delayed? #Flight293,,2015-02-22 17:47:30 -0800,NYCATL,Eastern Time (US & Canada) 569674812781694976,negative,1.0,Flight Booking Problems,1.0,American,,Aero0729,,0,@AmericanAir I spent $600 on my flight. Could have gone on @united for $382 but their mileage program sucks.,,2015-02-22 17:47:14 -0800,, 569674725623926784,negative,1.0,longlines,0.6669,American,,reebokpumped,,0,"@americanair Plz bring more agents up to DFW AA Cstmr srvc ctr gates A, there are only 2 agents and 100+ ppl... http://t.co/uCvEU2hurZ",,2015-02-22 17:46:53 -0800,Milwaukee,Central Time (US & Canada) 569674597479677952,negative,1.0,Bad Flight,1.0,American,,Aero0729,,0,@AmericanAir the food served on AA2402 was vile and gross.The entire cabin did not eat their meal. Survey the flight crew. Another gross out,,2015-02-22 17:46:22 -0800,, 569674565074481152,negative,0.688,Lost Luggage,0.3686,American,,agoldenbrown,,0,@AmericanAir the bags arent even loaded on the plane??? #Flight293,,2015-02-22 17:46:15 -0800,NYCATL,Eastern Time (US & Canada) 569674298924900352,negative,1.0,Customer Service Issue,1.0,American,,MDDavis7,,0,@AmericanAir never got an update and we had the worst communication from u. Our flight delay was mechanical and not a word. #poorservice,,2015-02-22 17:45:11 -0800,US,Eastern Time (US & Canada) 569674294411669504,negative,0.6991,Flight Booking Problems,0.6991,American,,galen_emery,,0,"@AmericanAir looks like I have. Best I can hope for I guess. It's on us air, so I don't think I'll get miles on Alaska. Which sucks.",,2015-02-22 17:45:10 -0800,"Seattle, WA",Pacific Time (US & Canada) 569674237079744512,negative,1.0,Cancelled Flight,0.361,American,,realtmh,,0,@AmericanAir my #Navy sisters flight 2470 cancld. She can't get an agent. They've called her back to be put on hold & then discnct.Any help?,,2015-02-22 17:44:56 -0800,Dallas, 569674205920411648,negative,0.6726,Late Flight,0.6726,American,,nsj,,0,@AmericanAir My wife & infant daughter are on AA3195 ABI-DFW. En route but delayed. Can y’all hold AA1458 to RDU so they can connect?,,2015-02-22 17:44:49 -0800,"Raleigh, NC",Eastern Time (US & Canada) 569673981164277760,neutral,0.6963,,0.0,American,,ScottBerry18,,0,@AmericanAir Educate Bohol is a 501(c)(3) w/all volunteer staff. I can help the kids or buy a plane ticket--I can't do both. Can you help?,,2015-02-22 17:43:55 -0800,"Albuquerque, New Mexico",Arizona 569673900805783552,negative,1.0,Cancelled Flight,1.0,American,,PhilAuxier,,0,@americanair anxious to see how you all care for customers you’ve inconvenienced #Cancelled Flightledflight,,2015-02-22 17:43:36 -0800,"Hutchinson, KS",Central Time (US & Canada) 569673773567381505,negative,1.0,Customer Service Issue,1.0,American,,clara_ennist,,0,"@AmericanAir also the problem is not calling us at all. Other airlines send an automatic call and email, and they rebook as a courtesy.",,2015-02-22 17:43:06 -0800,"Arlington, VA", 569673764562010112,negative,1.0,Cancelled Flight,1.0,American,,the_Dyp,,0,"@AmericanAir Why can't you handle your customers needs? Cancelled Flightled flight, 800 number leads to a quick ""Goodbye"" Very Sad!",,2015-02-22 17:43:04 -0800,"Madison, WI",Central Time (US & Canada) 569673758501412865,negative,1.0,Flight Booking Problems,0.6433,American,,Active_Aly,,0,@AmericanAir VERY upset that I cannot select seats for Tuesday flight online or over the phone. Terrible customer service :( Please help!,"[25.8058656, -80.1260481]",2015-02-22 17:43:02 -0800,"London, England",Eastern Time (US & Canada) 569673709520158720,neutral,0.6999,,0.0,American,,ScottBerry18,,0,"@AmericanAir I need to get from Albuquerque, NM, USA, to Cebu, Philippines. I'm providing educational help for 800 kids. Can you help me?",,2015-02-22 17:42:51 -0800,"Albuquerque, New Mexico",Arizona 569673582609088512,negative,1.0,Customer Service Issue,1.0,American,,clara_ennist,,0,@AmericanAir already did & an automated voice told us to wait 2 hours. They have yet to call back.,,2015-02-22 17:42:20 -0800,"Arlington, VA", 569673434721951744,negative,1.0,Customer Service Issue,1.0,American,,mjmckay,,0,@AmericanAir you changed my AAdvantage travel plans & I called 800-433-7300 to get help but it sea ur too busy & hangs up on me. What gives?,,2015-02-22 17:41:45 -0800,Bay Area, 569673346864037888,negative,1.0,Can't Tell,0.3415,American,,papenfold,,0,"@AmericanAir yes, for tomorrow at 9 am. But I have to work though 😒 I'm really mad about the situation","[35.23770686, -80.92243302]",2015-02-22 17:41:24 -0800,Guatemala.,Mountain Time (US & Canada) 569673275183386625,negative,1.0,Can't Tell,1.0,American,,Mike_Schlechter,,0,"@AmericanAir whenever I cheat on you it goes horribly wrong! I promise, I won't stray anymore. I'm talking about you @Delta!",,2015-02-22 17:41:07 -0800,"Weston, CT USA",Quito 569673044802854912,negative,1.0,Customer Service Issue,0.6588,American,,otisday,,0,"@AmericanAir @praywinn between understaffing, what looks like a labor slowdown, weather, incompetence, and disregard for the customer...",,2015-02-22 17:40:12 -0800,Pekin,Eastern Time (US & Canada) 569672974657146880,negative,1.0,Flight Booking Problems,0.6698,American,,drivers98,,0,"@AmericanAir I need help with a reservation purchased on @AmericanAir but operated on @USAirways, can't get through on the 800#",,2015-02-22 17:39:55 -0800,'Greatness has no limits',Central Time (US & Canada) 569672930851844096,negative,1.0,Cancelled Flight,1.0,American,,jaxtonypiper,,0,@AmericanAir flight from DFW to LIT tomorrow has been Cancelled Flightled. What do I do next? Pls advise. #HELP,,2015-02-22 17:39:45 -0800,Arkansas,Central Time (US & Canada) 569672905270800385,negative,1.0,Customer Service Issue,1.0,American,,MichaelJMaas,,0,@AmericanAir how can you not be taking calls? I need to change my flight!,,2015-02-22 17:39:39 -0800,,Mountain Time (US & Canada) 569672807715463168,negative,0.6888,Cancelled Flight,0.6888,American,,Cbarker5,,0,@AmericanAir my flight I have reserved for tomorrow has been Cancelled Flightled. Can I Cancelled Flight my reservation and get a full refund?,,2015-02-22 17:39:16 -0800,"Kingsville, TX",Central Time (US & Canada) 569672361890295808,positive,1.0,,,American,,Travelingwellfl,,0,@AmericanAir thanks to FA Shawn for spectacular service on FLT 79 LHRDFW and to FA Susan for such a warm engaging onboard welcome,,2015-02-22 17:37:29 -0800,"San Diego, CA",Pacific Time (US & Canada) 569672329321701376,negative,0.6762,Bad Flight,0.3685,American,,nrosenb1,,0,@AmericanAir I can't choose a seat online because I booked on @priceline ??? #SMH,,2015-02-22 17:37:21 -0800,, 569672292919173120,negative,1.0,Bad Flight,0.6839,American,,MrMarioMendoza,,0,@AmericanAir it wasn't really about the delay. It was more about being told the engine needed to be troubleshot. Makes a person paranoid.,,2015-02-22 17:37:13 -0800,, 569672021078114304,negative,1.0,Bad Flight,0.6941,American,,cd_mcfadden,,0,"@AmericanAir ""overweight"" flight = you sold more tickets than you had seats. We all know that. Let's call it what it is.",,2015-02-22 17:36:08 -0800,"Birmingham, AL", 569672003403313154,neutral,0.6873,,0.0,American,,georgetietjen,,0,"@AmericanAir @jaynegelman How,about more@Blacklist too!!",,2015-02-22 17:36:04 -0800,, 569671659394699265,negative,1.0,Late Flight,1.0,American,,seangotcher,,0,@AmericanAir at JFK flight to Boston delayed 20 min waiting for catering they are boarding flight to LAX waiting for over and hour WTF?,,2015-02-22 17:34:42 -0800,Los Angeles,Pacific Time (US & Canada) 569671368788172800,negative,1.0,Customer Service Issue,0.6496,American,,MeereeneseKnot,,0,"@AmericanAir Yes, it says my reservation cannot be retrieved at this time. Also I never got an email from AA saying my flight was Cancelled Flightled.",,2015-02-22 17:33:32 -0800,, 569671290111393792,negative,1.0,Cancelled Flight,0.6596,American,,dogbuckeye,,0,@AmericanAir Can you help with my Cancelled Flightled flight -- I'd like to book another flight...I've been on hold for 95 minutes and counting....,,2015-02-22 17:33:14 -0800,, 569671087820111872,positive,1.0,,,American,,lizmkim,,0,@AmericanAir I ended up on a flight to LA my fourth time on standby. Thanks! http://t.co/NA5G5EAKPA,"[33.93871373, -118.40746172]",2015-02-22 17:32:25 -0800,Los Angeles, 569671053594591232,negative,1.0,Lost Luggage,0.6753,American,,edhgro,,0,@AmericanAir been waiting on hold for more than an hour,,2015-02-22 17:32:17 -0800,, 569670802867556352,negative,1.0,Late Flight,0.6625,American,,CantankerousCMF,,0,@AmericanAir thanks. Now my carry on that you guys insisted be checked at the gate is missing. Won't be here till Late Flight tomorrow morning.,,2015-02-22 17:31:18 -0800,North of 146th,Indiana (East) 569670634718023680,positive,1.0,,,American,,erina_jones,,0,"@AmericanAir that's ok, thanks for letting me know. Appreciate all the responses.",,2015-02-22 17:30:37 -0800,London, 569670589646032896,negative,1.0,longlines,0.341,American,,smb510,,0,@AmericanAir spoke too soon. 30 min Late Flightr still waiting for bags to load. Some sympathy would be appreciated at the very least.,,2015-02-22 17:30:27 -0800,Far From Home,Eastern Time (US & Canada) 569670559300239360,neutral,0.3707,,0.0,American,,georgetietjen,,0,@AmericanAir @HeyMyNameIsSEAN Sean if you look at the AA schedule it sometimes gives you a clue if new'airplanes are used. They are gr8,,2015-02-22 17:30:19 -0800,, 569670523765960704,positive,1.0,,,American,,gerardoquezada_,,0,@AmericanAir thanks for the show! 👍,,2015-02-22 17:30:11 -0800,Ciudad Juárez MX. [CJS/MMCS],Mountain Time (US & Canada) 569670354030989313,negative,0.6594,Can't Tell,0.6594,American,,dabatty01,,0,"@AmericanAir well done, you have taken the fun out of air travel @PHLAirport",,2015-02-22 17:29:31 -0800,, 569670286418841603,positive,0.3691,,0.0,American,,lmaxwell11,,0,@AmericanAir no worries even though I was talking about seat assignment :),,2015-02-22 17:29:14 -0800,O.K.C.,Central Time (US & Canada) 569670155132907520,neutral,0.662,,,American,,georgetietjen,,0,"@AmericanAir @kconti44 This looks like JFK - had a great pic of the OneWorld jets lined up on the opposite side #Air Berlin, LAN and AA.",,2015-02-22 17:28:43 -0800,, 569670147893383168,negative,1.0,Customer Service Issue,1.0,American,,BobTheBruin,,0,"@AmericanAir Been trying to call all day, get hung up on every time. Your guys are horrible!",,2015-02-22 17:28:41 -0800,, 569669795559432192,negative,1.0,Customer Service Issue,1.0,American,,otisday,,0,"@AmericanAir @jameswester see, James, we only have 7 dedicated inbound phone lines because telephones eat into our billions in profits",,2015-02-22 17:27:17 -0800,Pekin,Eastern Time (US & Canada) 569669669948424192,neutral,0.6298,,,American,,georgetietjen,,0,@AmericanAir @superyan I did hear a last call for boarding of this flight when I was at JFK a few hours ago. good luck w/flights!,,2015-02-22 17:26:47 -0800,, 569669603443519490,negative,1.0,longlines,0.6907,American,,dabatty01,,0,"@AmericanAir , sitting on plane for 2.5hrs at gate due to computer sys issue, at what point do you Cancelled Flight a flight?, ridiculous @PHLAirport",,2015-02-22 17:26:32 -0800,, 569669381128654848,negative,1.0,Customer Service Issue,1.0,American,,otisday,,0,@AmericanAir @cjdjpdx not a valid response in 2015 for a multinational corp whose profits are measured in billions. Stop understaffing!,,2015-02-22 17:25:39 -0800,Pekin,Eastern Time (US & Canada) 569669174731153408,neutral,0.6387,,0.0,American,,rcwhalen,,0,"@AmericanAir Yo, could that be a catering truck before mine eyes? Unmoving? http://t.co/ASW6QwUf1Z",,2015-02-22 17:24:49 -0800,New York City, 569669062206332929,negative,1.0,Customer Service Issue,1.0,American,,otisday,,0,@AmericanAir @kaps12 this is an international airline that experienced record profits last quarter. But they can't staff a call center,,2015-02-22 17:24:23 -0800,Pekin,Eastern Time (US & Canada) 569668652045369344,positive,1.0,,,American,,georgetietjen,,0,@AmericanAir Great seats on this aircraft!,,2015-02-22 17:22:45 -0800,, 569668644529147904,negative,1.0,Customer Service Issue,1.0,American,,BenRandall7,,0,Is rudeness and poor customers service a job requirement at @AmericanAir ? Been waiting 28hrs and still haven't even seen one plane😡,,2015-02-22 17:22:43 -0800,,Casablanca 569668637369491458,neutral,0.6598,,0.0,American,,ProConPartners,,0,@AmericanAir Both pictures taken at the same time but which is right? #totallyconfused http://t.co/dvSLtQZKmQ,,2015-02-22 17:22:41 -0800,UK, 569668455202484224,negative,1.0,Late Flight,0.6488,American,,Curyf,,0,@AmericanAir AA919 flight attendant freaks out and leaves aircraft as passengers react to a 24h delay and cattle treatment. Surreal!,,2015-02-22 17:21:58 -0800,Brasil,Brasilia 569668448718073856,neutral,1.0,,,American,,Mcoltro,,1,@AmericanAir 901 #Miami to #Rio to participate at @RCM_Oficial representing @CisnerosMedia #yourstoryhere,,2015-02-22 17:21:56 -0800,Seat 4B,Eastern Time (US & Canada) 569667918557900800,negative,1.0,Flight Attendant Complaints,0.6793,American,,Ikimulisa,,0,@AmericanAir a worker just checked for ice on our plane using his cell phone flashlight! Really?! Come on!,,2015-02-22 17:19:50 -0800,The Greatest City in The World, 569667782910058496,neutral,1.0,,,American,,georgetietjen,,0,@AmericanAir @cyncyn661 Are you now flying 763s to Madrid from JFK or is this DFW/ORD? Huge !!,,2015-02-22 17:19:18 -0800,, 569667675603009537,negative,1.0,Bad Flight,0.6575,American,,MenawatSharad,,0,@AmericanAir The wine served in USAirways flights are watered down somehow right out of the bottles.,,2015-02-22 17:18:52 -0800,, 569667517146222592,neutral,1.0,,,American,,MarkZeihenJr,,0,@AmericanAir who's your pick for best picture? I don't want to board your airline until I know,,2015-02-22 17:18:14 -0800,"Milwaukee, WI",Central Time (US & Canada) 569667378457391106,negative,0.6987,Cancelled Flight,0.3504,American,,SentieriMelinda,,0,@AmericanAir we have 3 more passengers with me There are two more reservation numbers,,2015-02-22 17:17:41 -0800,, 569666885035409408,negative,1.0,Can't Tell,0.6428,American,,otisday,,0,"@AmericanAir @PatrichRuben no, profit maximization is your top priority. Nothing else even registers for you dinosaurs",,2015-02-22 17:15:43 -0800,Pekin,Eastern Time (US & Canada) 569666866932813824,neutral,0.6458,,0.0,American,,rcwhalen,,0,@AmericanAir 8:30 departure? Sure. Is there a catering strike at JFK? @FoxNews @CNBC @BloombergRadio http://t.co/HPgXYZRW8o,,2015-02-22 17:15:39 -0800,New York City, 569666814017294339,neutral,0.6554,,0.0,American,,derekc21,,0,"@AmericanAir @derekc21 , so what would be a file number that works , needs to be 10 characters , email me derek.austin@century21.ca easier",,2015-02-22 17:15:27 -0800,"Innisfail, Alberta",Mountain Time (US & Canada) 569666689589231616,negative,0.6282,Customer Service Issue,0.3292,American,,otisday,,0,"@AmericanAir @manuel_c ""here for you"" as in, yeah, we'll tweet platitudes at you so you'll think our Twitter bot cares? Or....",,2015-02-22 17:14:57 -0800,Pekin,Eastern Time (US & Canada) 569666687253008384,negative,1.0,Late Flight,0.6749,American,,agoldenbrown,,0,@AmericanAir #flight293 was supposed to depart at 745 and at 815 we still have not boarded.,,2015-02-22 17:14:56 -0800,NYCATL,Eastern Time (US & Canada) 569666244317618177,negative,1.0,Customer Service Issue,1.0,American,,joseglopez00,,0,@AmericanAir You have the worst customer service of any airlines I've ever encountered. Flat out awful,,2015-02-22 17:13:11 -0800,"Springfield, MO",Central Time (US & Canada) 569666226974294016,negative,1.0,Customer Service Issue,1.0,American,,otisday,,0,"@AmericanAir @ezemanalyst why don't you tweet canned, impersonal responses as though this is the only impatient customer you've got",,2015-02-22 17:13:07 -0800,Pekin,Eastern Time (US & Canada) 569666202634743808,positive,1.0,,,American,,KellyOlexa,,0,@AmericanAir DONE!! thank you so much!!,,2015-02-22 17:13:01 -0800,"Chicago, IL",Central Time (US & Canada) 569666042672369665,negative,0.6818,Late Flight,0.6818,American,,rcwhalen,,0,@AmericanAir Nice AA employee making skillful excuses about Late Flightness due to catering snafu... http://t.co/YPVPVdlTYs,,2015-02-22 17:12:23 -0800,New York City, 569665983113080832,negative,1.0,Can't Tell,0.6792,American,,vickie_frisbie,,0,@AmericanAir then taxi across dfw airport for 20 min to then state 75 min past departing from gate that we need deiced? Wow. Uncool & untrue,,2015-02-22 17:12:08 -0800,"Dallas, Texas",Mountain Time (US & Canada) 569665738165891073,negative,1.0,Cancelled Flight,0.6782,American,,amyeferrer,,0,@AmericanAir 24 hrs & 2 cncld flights Late Flightr I've landed in PHL. Now 30 mins & counting on tarmac waiting for gate. Pls do better than this.,,2015-02-22 17:11:10 -0800,"Newark, DE",Eastern Time (US & Canada) 569665707870285824,negative,1.0,Lost Luggage,0.6946,American,,jasminewallas,,0,"@AmericanAir delivered mom's delayed bag to the wrong place. 2 hrs on hold yesterday, >1 hr today. Still no bag. #AA http://t.co/QKkJdFObOS",,2015-02-22 17:11:03 -0800,, 569665295381614594,negative,0.6848,Late Flight,0.3717,American,,rcwhalen,,0,"@AmericanAir Yeah, try harder. No catering truck in sight. Can we just leave now w/o the food won't eat anyway?",,2015-02-22 17:09:24 -0800,New York City, 569665260375793664,negative,1.0,Customer Service Issue,1.0,American,,JaJillian,,1,@AmericanAir this is awful customer service.,"[34.02109254, -118.50287086]",2015-02-22 17:09:16 -0800,"New York, NY",Eastern Time (US & Canada) 569665225940709376,positive,1.0,,,American,,MaggieRisbara,,0,@AmericanAir everything's good now brothaaaaaa,,2015-02-22 17:09:08 -0800,, 569665193266909184,negative,1.0,Late Flight,0.3602,American,,vickie_frisbie,,1,@AmericanAir its pulling away from gate to get your departure time then leaving us on tarmac claiming power issues that magically repaired,,2015-02-22 17:09:00 -0800,"Dallas, Texas",Mountain Time (US & Canada) 569664965658972160,neutral,0.6717,,0.0,American,,georgetietjen,,0,@AmericanAir 740pm wheels up to be exact. I'm sending a DM.,,2015-02-22 17:08:06 -0800,, 569664878434254848,negative,1.0,Customer Service Issue,1.0,American,,otisday,,1,@AmericanAir @sarahzou translation: we don't reinvest our mammoth profits into the customer service experience. 'Cause we don't care.,,2015-02-22 17:07:45 -0800,Pekin,Eastern Time (US & Canada) 569664828911919104,negative,1.0,Customer Service Issue,1.0,American,,shacker56,,0,@AmericanAir OMG ANSWER YOUR PHONE I HAVE BEEN ON HOLD FOR 1.5 hours. Cancelled FlightED FLIGHTS SUCK,,2015-02-22 17:07:33 -0800,southeast,Central Time (US & Canada) 569664787946164224,negative,1.0,Can't Tell,0.6613,American,,vickie_frisbie,,0,@AmericanAir we are through. I can quit you. I am. The nonsense & lies are a colossal infringement you can no longer get away with,,2015-02-22 17:07:23 -0800,"Dallas, Texas",Mountain Time (US & Canada) 569664668010225664,negative,0.6701,Late Flight,0.3849,American,,smb510,,0,"@AmericanAir 719. Looks like we are about to get going, finally!",,2015-02-22 17:06:55 -0800,Far From Home,Eastern Time (US & Canada) 569664514142183424,negative,1.0,Customer Service Issue,0.6579,American,,otisday,,0,"@AmericanAir @JimDayTV no, you couldn't care less. That's why their customer service is run by bots",,2015-02-22 17:06:18 -0800,Pekin,Eastern Time (US & Canada) 569664330163200000,negative,1.0,Customer Service Issue,1.0,American,,Pumpoclock,,0,@AmericanAir pls tell me how to get a person on the phone asap,,2015-02-22 17:05:34 -0800,Philadelphia,Quito 569664265218600960,negative,1.0,Customer Service Issue,0.6987,American,,HaileyUrban,,0,@AmericanAir I have a Cancelled Flighted flight tomorrow morning and the 800 number did nothing! Please! I just want to go home!,,2015-02-22 17:05:19 -0800,,Alaska 569664261678600192,neutral,1.0,,,American,,Pumpoclock,,0,@AmericanAir you wont allow calls? My husband has a ticket but it looks like all the seats are taken? I cant even call.,,2015-02-22 17:05:18 -0800,Philadelphia,Quito 569664191574859777,negative,1.0,Late Flight,0.3601,American,,SentieriMelinda,,0,@AmericanAir yes but we HAVE TO GET HOME TOMORROW!!!! Please,,2015-02-22 17:05:01 -0800,, 569664087740715008,negative,1.0,Late Flight,0.3706,American,,RalphPearce3,,0,@AmericanAir unfriendly unhelpful agents. Unannounced gate changes. Delayed flight that we found out about by word of mouth,,2015-02-22 17:04:37 -0800,,Pacific Time (US & Canada) 569664077049384961,negative,1.0,Late Flight,1.0,American,,drguzman,,0,@AmericanAir flight 3056 still sitting at DFW waiting for baggage to be loaded,,2015-02-22 17:04:34 -0800,"Springfield, Illinois",Central Time (US & Canada) 569664007864492032,negative,0.6732,Flight Booking Problems,0.3791,American,,squishtine,,0,@AmericanAir I tried several times to select seats. The only ones ever available would've cost me $30 extra per seat.,,2015-02-22 17:04:17 -0800,, 569663928701038592,negative,1.0,Late Flight,1.0,American,,joeyquart,,0,@AmericanAir we need a miracle @slcairport please help flight 1228 get out of here by 640 #FingersCrossed #pleasegod #missmykids,,2015-02-22 17:03:59 -0800,Buda Texas,Central Time (US & Canada) 569663851928485888,neutral,0.6553,,0.0,American,,sigmanu56,,0,@AmericanAir 3198 to AEX. Is it still going?,,2015-02-22 17:03:40 -0800,"Natchitoches, LA", 569663735217971200,negative,1.0,longlines,0.633,American,,WishUpon_26,,0,@AmericanAir i do not want to stay overnight at this airport! I have been here since 11 am this morning!,,2015-02-22 17:03:12 -0800,KY,Eastern Time (US & Canada) 569663701017624576,negative,0.6896,Late Flight,0.6896,American,,quadbaconHD,,0,@AmericanAir finally about to take off! Thanks for the customer service by the g8 reps @ c17 @ CTL. Any idea what caused the system failure?,"[35.20493157, -80.92540817]",2015-02-22 17:03:04 -0800,"Jacksonville Beach, Florida ",Central Time (US & Canada) 569663687948181504,negative,1.0,Customer Service Issue,0.3849,American,,KearyDennison,,0,@AmericanAir Trying to rebook a flight with you because of Cancelled Flightlation is a nightmare. I was hung up on once. Can you help me rebook?,,2015-02-22 17:03:01 -0800,,Eastern Time (US & Canada) 569663577226915840,negative,1.0,Customer Service Issue,0.7282,American,,WishUpon_26,,0,"@AmericanAir i have tried getting help from agents, the phone, twitter, and FB. Can no one at American Airlines help me?",,2015-02-22 17:02:35 -0800,KY,Eastern Time (US & Canada) 569663351124422656,negative,1.0,Can't Tell,1.0,American,,lifeletterj,,0,@AmericanAir Close down,,2015-02-22 17:01:41 -0800,Indiana,Bogota 569663325383979008,positive,0.6541,,,American,,jlr0117,,0,@AmericanAir it was 1265 coming and next catching 2396 home to DCA. Let's get another great leg too tonight!,,2015-02-22 17:01:35 -0800,"ÜT: 38.830712,-77.110175",Eastern Time (US & Canada) 569662896344592385,positive,1.0,,,American,,jadedhippie09,,0,@AmericanAir i appreciate your apology. Sincerely. Thank you. That's really all I ever wanted to begin with.,,2015-02-22 16:59:52 -0800,, 569662471213948928,negative,1.0,Late Flight,0.6278,American,,johnruvolo,,0,@AmericanAir AA 100 - good job overselling this flight. Delayed 90 minutes to deplane the overflow passengers' bags.,,2015-02-22 16:58:11 -0800,New York,Quito 569662418898579456,negative,1.0,Customer Service Issue,0.6579,American,,MariaJesusV,,0,@AmericanAir I’ve been on the line waiting for 40 minutes again.,,2015-02-22 16:57:59 -0800,NYC,Santiago 569662221099384832,negative,1.0,Customer Service Issue,1.0,American,,Davitossss,,1,@AmericanAir you know nothing about customer service and I'll make sure everyone knows it,,2015-02-22 16:57:11 -0800,, 569662145886957568,negative,1.0,Cancelled Flight,1.0,American,,Apas717,,1,@AmericanAir I understand flight Cancelled Flightation but not being able to get through to change that flight for 6 hrs is not acceptable.,,2015-02-22 16:56:54 -0800,Jacksonville Florida, 569662113989439488,negative,1.0,Customer Service Issue,0.6524,American,,Davitossss,,1,@AmericanAir now I have to pay for a hotel a car ride miss classes which I pay 30k for and miss work and you tell me to talk to someone,,2015-02-22 16:56:46 -0800,, 569661937203572738,negative,1.0,Customer Service Issue,1.0,American,,Davitossss,,0,@AmericanAir your 1800 kept hanging up on me and made me miss a second flight,,2015-02-22 16:56:04 -0800,, 569661901468270592,negative,1.0,Lost Luggage,1.0,American,,GMFujarski,,0,@AmericanAir yeah that's not helping. Having my bag shipped to the correct city the first time probably would have helped.,,2015-02-22 16:55:55 -0800,, 569661852235509762,negative,1.0,Customer Service Issue,0.6404,American,,Davitossss,,0,@AmericanAir I did 50 times and no one was helpful I'm missing work nd school nd the manager REM from mia told me he didn't want to talk us,,2015-02-22 16:55:44 -0800,, 569661761449791488,negative,1.0,Cancelled Flight,1.0,American,,2tsieRole,,0,@AmericanAir My flight to @dfwairport was Cancelled Flightled. Mess ensued. Please thank the awesome Marcos (Concierge Key @ GRU) for sorting it out!,,2015-02-22 16:55:22 -0800,I'm everywhere.,Brasilia 569661662648610816,negative,1.0,Customer Service Issue,1.0,American,,KottemannFYW,,0,@AmericanAir I haven't been rebooked. I called and left my number for a callback but haven't heard anything and my flight is tomorrow. :(,,2015-02-22 16:54:58 -0800,"Lafayette, LA", 569661649138941952,negative,1.0,Late Flight,1.0,American,,DrDemetre,,0,@AmericanAir not enough push crews for JFK = 1.5 he delay and counting....,,2015-02-22 16:54:55 -0800,Brooklyn,Eastern Time (US & Canada) 569661596898709504,negative,1.0,Late Flight,0.6677,American,,thebrainlair,,0,@AmericanAir I cannot believe how long flight 759 PHI is taking. I know it's US Airways but you own it. I would really like to get home.,,2015-02-22 16:54:43 -0800,Indiana,Eastern Time (US & Canada) 569661509988708352,negative,0.6275,Cancelled Flight,0.3166,American,,SeguineJ,,0,@AmericanAir Hopefully you guys are willing to cover my lovely car rental and living charges...I love being here for two extra days..,,2015-02-22 16:54:22 -0800,"Russell, KS",Central Time (US & Canada) 569661464509861888,negative,1.0,Cancelled Flight,0.664,American,,ProConPartners,,0,@AmericanAir Same as yesterday's Cancelled Flighted flight. AA104. Your customer support is just awful!,,2015-02-22 16:54:11 -0800,UK, 569661321744134144,negative,1.0,Late Flight,1.0,American,,tyfletch,,0,@AmericanAir big surprise flight 2330 is delayed. Hopefully not for 6 hours like our flight here. Thanks again for a sleepless night.,,2015-02-22 16:53:37 -0800,, 569661233923629056,negative,1.0,Customer Service Issue,1.0,American,,Gregm528,,0,@AmericanAir really? Not even worthy of a response. This is beginning of a social media alert to the world that AA and @USAirways are useles,,2015-02-22 16:53:16 -0800,NY,Eastern Time (US & Canada) 569660666014859264,negative,0.6667,Cancelled Flight,0.6667,American,,stephaniestran,,0,@AmericanAir Hi AA friends! My sis's flight AA362 DFW>>MKE was Cancelled Flighted due to weather. Any way you can help here? What are her options?,,2015-02-22 16:51:01 -0800,"San Francisco, California",Arizona 569660648738697216,negative,0.6917,Can't Tell,0.3834,American,,PhilHagen,,0,@AmericanAir is that something the crew on the current leg can request of the gate team on the next leg?,,2015-02-22 16:50:57 -0800,"Lewes, DE, USA",Eastern Time (US & Canada) 569660558112239616,negative,1.0,Customer Service Issue,1.0,American,,JaJillian,,0,@AmericanAir I have not. There's no option for even getting a call back!,"[34.02148779, -118.50289643]",2015-02-22 16:50:35 -0800,"New York, NY",Eastern Time (US & Canada) 569660501526859776,negative,1.0,Customer Service Issue,0.6678,American,,ti2469,,0,@AmericanAir tomorrows flight Cancelled Flighted. I understand. Three hour wait for a call back and now 60 minutes on hold. Not cool.,,2015-02-22 16:50:22 -0800,, 569660442408321024,negative,1.0,Cancelled Flight,1.0,American,,HaileyUrban,,0,@AmericanAir all flights Cancelled Flighted tomorrow and that means I'm stranded at the airport for the night... wow.,,2015-02-22 16:50:07 -0800,,Alaska 569660363794468864,negative,1.0,Customer Service Issue,0.6833,American,,agoldenbrown,,0,@AmericanAir how hard is it to have catering ready to go?,,2015-02-22 16:49:49 -0800,NYCATL,Eastern Time (US & Canada) 569660166959865856,negative,1.0,Customer Service Issue,1.0,American,,joerago,,0,@AmericanAir Why does your iPhone app not have any sort of notifications option?,,2015-02-22 16:49:02 -0800,"Chicago, IL",Central Time (US & Canada) 569660164149800960,negative,1.0,Bad Flight,0.3605,American,,agoldenbrown,,0,@AmericanAir this is unbelievable and unacceptable. Flight #293. JFK. Everyone at the gate is upset as most of us have been here all day.,,2015-02-22 16:49:01 -0800,NYCATL,Eastern Time (US & Canada) 569660029093203968,negative,1.0,Cancelled Flight,0.3576,American,,TheJoshAbides,,0,"@AmericanAir I made my flight but then still had no update emails when I landed, no info ever sent on that or second flight. Losing my biz.",,2015-02-22 16:48:29 -0800,New York City,Eastern Time (US & Canada) 569659956384788480,negative,1.0,Late Flight,0.3812,American,,drguzman,,0,@AmericanAir flight 3056 DFW still has all passengers sitting on the plane waiting for luggage to be loaded - still waiting,,2015-02-22 16:48:12 -0800,"Springfield, Illinois",Central Time (US & Canada) 569659668412407808,negative,1.0,Late Flight,1.0,American,,agoldenbrown,,0,@AmericanAir I still am not on a flight. Ive been here allll day and now we're not boarding because we're waiting for catering?,,2015-02-22 16:47:03 -0800,NYCATL,Eastern Time (US & Canada) 569659620517662721,negative,1.0,Late Flight,0.3726,American,,debby_hester,,0,@AmericanAir my husband and 5 year old son stuck overnight in DC thanks to 7 crew members arguing over who was boarding the flight,,2015-02-22 16:46:51 -0800,Lake Norman NC,Eastern Time (US & Canada) 569659617699074048,negative,1.0,Customer Service Issue,0.6775,American,,WishUpon_26,,0,@AmericanAir if this is how you guys work then i will never fly with you guys again.,,2015-02-22 16:46:51 -0800,KY,Eastern Time (US & Canada) 569659599709704192,positive,1.0,,,American,,Gamerguy212,,0,"@AmericanAir versus @JetBlue in Customer Service? Who will win! For Me @AmericanAir is a convenience to a trip to Cali <3",,2015-02-22 16:46:46 -0800,New York City ,Eastern Time (US & Canada) 569659556869120000,negative,1.0,Customer Service Issue,0.6593,American,,KaelaMari,,0,"@AmericanAir agents refuse to help, ""too busy"" & need to call advantage#. NO ONE willing to help and apparently being exec plat means ZERO",,2015-02-22 16:46:36 -0800,Corona Del Mar,Pacific Time (US & Canada) 569659515706028033,negative,1.0,Cancelled Flight,0.642,American,,grant_person,,0,@AmericanAir fight got Cancelled Flighted can u help me rebook a flight? Call center is too busy to answer calls or even put me on hold #yuck,,2015-02-22 16:46:26 -0800,,Central Time (US & Canada) 569659367001186304,neutral,1.0,,,American,,JulianaSheldon,,0,@AmericanAir you should be contacting her for a refund - dm me and I will provide phone number,,2015-02-22 16:45:51 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569659364530728961,negative,1.0,Flight Booking Problems,0.6658,American,,tampajody,,0,@AmericanAir ah if only we could get through. We've tried for over 2 hrs. Can we call @united?,,2015-02-22 16:45:50 -0800,Miami,Eastern Time (US & Canada) 569659317458243584,negative,1.0,Customer Service Issue,1.0,American,,agoldenbrown,,0,@AmericanAir this is ridiculous! You all really have terrible customer service and a lack of urgency. Im convinced.,,2015-02-22 16:45:39 -0800,NYCATL,Eastern Time (US & Canada) 569659230929555456,negative,1.0,Customer Service Issue,1.0,American,,JulianaSheldon,,0,"@AmericanAir of course it wasn't your intention, issue lies in lack of response. she did contact you directly; she sat on hold for 50 mins",,2015-02-22 16:45:19 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569659173044129792,negative,1.0,Late Flight,0.6318,American,,WishUpon_26,,0,@AmericanAir I have been waiting at this airport since 11 am and have to wait until 8:30 tomorrow and cannot get any sort of help!,,2015-02-22 16:45:05 -0800,KY,Eastern Time (US & Canada) 569659162281377794,negative,1.0,Flight Attendant Complaints,1.0,American,,poolinenaidoo,,0,@AmericanAir pathetic to have your gate agents lie to my face when you are at fault,,2015-02-22 16:45:02 -0800,"Kitchen, office or on the road",Central Time (US & Canada) 569658953828732928,negative,1.0,Customer Service Issue,1.0,American,,DuaneNClark,,0,@AmericanAir trying to check in for flight. On line not working & agents too busy to take my call.,,2015-02-22 16:44:13 -0800,The Hague,Pacific Time (US & Canada) 569658878939410432,neutral,0.6315,,0.0,American,,SouljaCoy,,0,"@AmericanAir yep, they moved me to 16A as they showed me flying ""standby""",,2015-02-22 16:43:55 -0800,"Orange County, CA",Pacific Time (US & Canada) 569658725016809472,negative,1.0,Customer Service Issue,0.3622,American,,U2Ken,,0,@AmericanAir understand the weather but would be nice to hear an apology on the phone when you moved my flight to an inconvenient day,,2015-02-22 16:43:18 -0800,Tucson,Pacific Time (US & Canada) 569658686999818241,negative,1.0,Cancelled Flight,1.0,American,,WishUpon_26,,0,"@AmericanAir My baggage is lost, my flight Cancelled Flightled and i get no accommodations? Not even to another airline. At least one free hotel?",,2015-02-22 16:43:09 -0800,KY,Eastern Time (US & Canada) 569658340147646464,neutral,0.6791,,0.0,American,,dgoot,,0,@AmericanAir I'm on 1024 into Dallas. Do I have any chance of catching 2238 to Boston? Do I need to run from Gate D6 to A15?.,,2015-02-22 16:41:46 -0800,"Boston, MA",Mountain Time (US & Canada) 569658322413965312,negative,0.6751,Customer Service Issue,0.3611,American,,JonKohler,,0,@AmericanAir AA I need a Hail Mary. How do I get from Dallas to Joplin JLN in the next 14 hours. Willing to fly to other airports and drive,,2015-02-22 16:41:42 -0800,"Denver, CO",Eastern Time (US & Canada) 569658243871608832,negative,1.0,Cancelled Flight,0.6486,American,,HaileyUrban,,0,@AmericanAir I've been on hold for about 3 and a half hours now. Thanks for Cancelled Flighting my flight and not notifying me.,,2015-02-22 16:41:23 -0800,,Alaska 569658153115250689,negative,1.0,Flight Attendant Complaints,0.6759,American,,ChaimOsina,,0,@AmericanAir rude gate agent by AA363 ORD-LGA just now. Seems to have a temper. Made me check in a bag that fit INSIDE the sizer.,,2015-02-22 16:41:02 -0800,"Chicago, IL",Central Time (US & Canada) 569658152741957634,neutral,0.6693,,0.0,American,,kudzugirl,,0,"@AmericanAir Hi ho, hi ho. It's off to work I go. #WeeklyCommuteOnAA http://t.co/JQHg4jTm4w",,2015-02-22 16:41:02 -0800,,Eastern Time (US & Canada) 569657850856919041,negative,1.0,Can't Tell,1.0,American,,BioMoneyTrees,,0,@AmericanAir you put a sour taste on this customer’s vacation. it was joke watching those “we care thanks for choosing us” videos,,2015-02-22 16:39:50 -0800,,Eastern Time (US & Canada) 569657763069952001,neutral,0.6395,,0.0,American,,AlfonsoSandova3,,0,@AmericanAir are you expecting flights out of DFW to be Cancelled Flightled tomorrow AM and afternoon?,,2015-02-22 16:39:29 -0800,"El Paso, TX", 569657618576355328,negative,1.0,Cancelled Flight,0.3699,American,,macario2,,0,@AmericanAir help us here !!! We are stuck here @jfk for more than 24hours! !we need to go home #flight919 #saveus,"[40.64931132, -73.79263138]",2015-02-22 16:38:54 -0800,Pocos de Caldas,Brasilia 569657523944366080,negative,1.0,Customer Service Issue,0.6654,American,,hovy5019,,0,@AmericanAir lets me get in line for call back in over 2 hours. I'll just hope the 1 ticket left on the flight I want is still there Late Flightr.,,2015-02-22 16:38:32 -0800,, 569657504273027073,negative,1.0,Customer Service Issue,0.3413,American,,poolinenaidoo,,0,@AmericanAir Flight AA1691 LAX to LAS closes too early and gate agents give us hassles #PatheticCX,,2015-02-22 16:38:27 -0800,"Kitchen, office or on the road",Central Time (US & Canada) 569657264262533120,negative,1.0,Customer Service Issue,1.0,American,,BioMoneyTrees,,0,@AmericanAir I am honestly in shock how this process and service compares to my other airline experiences. Not really sure what to say...,,2015-02-22 16:37:30 -0800,,Eastern Time (US & Canada) 569657112109965312,negative,1.0,Late Flight,0.6596,American,,Durrant71,,1,"@AmericanAir here we go again #aa106 ""Plane not ready"". Are we going to find the crew run out of time again like last night #shortstaffed",,2015-02-22 16:36:53 -0800,"Canterbury, Kent",Amsterdam 569656873315487746,negative,1.0,Late Flight,0.3627,American,,drguzman,,0,@AmericanAir flight 3056 DFW still has all passengers sitting on the plane waiting for luggage to be loaded,,2015-02-22 16:35:56 -0800,"Springfield, Illinois",Central Time (US & Canada) 569656858400694272,neutral,0.6368,,0.0,American,,peteerboe,,0,@AmericanAir At what e-mail adress can I send your CEO Mr. Doug Parker a letter that he hopefully reads?,,2015-02-22 16:35:53 -0800,"Mexicali, B.C.",Pacific Time (US & Canada) 569656756764217345,negative,1.0,Customer Service Issue,1.0,American,,DrAndyBaldwin,,0,"@AmericanAir why does your customer service line say ""we are experiencing high call volume"" and then spontaneously hangup on the person?",,2015-02-22 16:35:29 -0800,DC,Eastern Time (US & Canada) 569656727995600896,negative,1.0,Customer Service Issue,1.0,American,,tomrquicksell,,0,@AmericanAir well its been over 4 hours now and still no one has picked up try paying overtime and bring in more people,,2015-02-22 16:35:22 -0800,"Tampa, Fl",Eastern Time (US & Canada) 569656281885077505,neutral,0.6896,,0.0,American,,KyleSauce,,0,@AmericanAir What's the best way to check on any delays or Cancelled Flightlations for my flight out of DFW on Tuesday?,,2015-02-22 16:33:35 -0800,,Central Time (US & Canada) 569656230769262592,positive,1.0,,,American,,SavageRoyal,,0,@americanair @bershawnjackson big UPS to Newark airport staff && D.Dean. I was also treated lovely while I was in town. ❤❤,,2015-02-22 16:33:23 -0800,Atlanta Ga && Traveling, 569655861297049600,negative,1.0,Lost Luggage,1.0,American,,KerithBurke,,0,@AmericanAir pleaseeee find my suitcase. I want deoderant and a clean shirt for work tomorrow :(,,2015-02-22 16:31:55 -0800,SNY in NYC.,Eastern Time (US & Canada) 569655392931876864,neutral,1.0,,,American,,TimMoore,,0,@AmericanAir Here you go https://t.co/oM1vIEg74a,,2015-02-22 16:30:04 -0800,New York | Hong Kong ,Eastern Time (US & Canada) 569655339135725568,neutral,1.0,,,American,,julesecruz,,0,"@AmericanAir Hey, so... I think I left my wallet on you. Can I have it back, please?",,2015-02-22 16:29:51 -0800,"West Covina, CA",Pacific Time (US & Canada) 569655141890170880,positive,1.0,,,American,,PLHamel,,0,"@AmericanAir ok, thanks you! Have a great night AA team!",,2015-02-22 16:29:04 -0800,Rive-sud de Montréal,Atlantic Time (Canada) 569655113477988352,neutral,0.6604,,0.0,American,,BurkhalterTrvl,,0,@AmericanAir - Can you please give me a travel agent support phone number? I cant find it on your website. Thanks.,,2015-02-22 16:28:57 -0800,Southern Wisconsin,Central Time (US & Canada) 569655012915322880,negative,1.0,Bad Flight,0.3363,American,,point_princess,,0,@AmericanAir any idea what's up with flight AA3181?,,2015-02-22 16:28:33 -0800,"Ann Arbor, MI", 569654988877668354,negative,1.0,Late Flight,1.0,American,,SummerofGus1,,0,@AmericanAir your maint delay left us stuck in den!! Flight 1080. Been on plane for 7 hrs. Stop flying broke french planes!,,2015-02-22 16:28:27 -0800,,Central Time (US & Canada) 569654735592140800,negative,0.6367,longlines,0.3542,American,,macario2,,0,@AmericanAir sucks!! Teco teco #reclameaqui #TripAdvisor http://t.co/auGJsCmoLu,"[40.64935461, -73.79198785]",2015-02-22 16:27:27 -0800,Pocos de Caldas,Brasilia 569654562031685632,negative,1.0,Lost Luggage,0.6542,American,,cbratch67,,0,@AmericanAir You can't get us to Cincy but our luggage will still go there tonight? Stranded us in Dallas for 2 days w/o clothes? #Yousuck,,2015-02-22 16:26:45 -0800,, 569654393898864640,negative,1.0,Customer Service Issue,0.6375,American,,c_cgottlieb,,0,@AmericanAir It just hangs up and your agents on the ground are useless. How don't I have a seat on a first class ticket booked weeks ago?,,2015-02-22 16:26:05 -0800,"Washington, DC",Atlantic Time (Canada) 569654332246904832,negative,1.0,Customer Service Issue,1.0,American,,_BLeLLeN_,,0,@AmericanAir ive literally been holding for more than 2 HOURS now. i was told 2hrs. You all are sabotaging any chance i have of getting home,,2015-02-22 16:25:51 -0800,,Quito 569654204375175169,negative,1.0,Can't Tell,0.6543,American,,rafalotto,,0,@AmericanAir we're still here guys - you are the worst,,2015-02-22 16:25:20 -0800,São Paulo,Brasilia 569654198901608448,negative,1.0,longlines,0.69,American,,rafalotto,,0,@AmericanAir 24 hours on the AirPort,,2015-02-22 16:25:19 -0800,São Paulo,Brasilia 569654178789724160,negative,1.0,Customer Service Issue,1.0,American,,dibs65,,0,@AmericanAir - don't understand why I have zero Flt info- no email- 2 he wait time on ph lines- so much for Advan Mem :(,,2015-02-22 16:25:14 -0800,, 569654047151562752,negative,1.0,Late Flight,0.628,American,,RobVyvey,,0,@AmericanAir ok so why is it Late Flight? And for that matter why was my flight 4491 Cancelled Flighted this morning? I've been in YYZ since 5 AM.,,2015-02-22 16:24:43 -0800,Kingston ontario Canada,Eastern Time (US & Canada) 569653752279531521,negative,1.0,Cancelled Flight,0.6726,American,,BMichael319,,0,"@AmericanAir plane breaks, unloads the passengers, told to re enter to only come back off. Flight Cancelled Flightled, missed wedding. #badbusiness",,2015-02-22 16:23:32 -0800,"Behind you, look again.",Indiana (East) 569653423836045312,negative,1.0,Cancelled Flight,1.0,American,,dibs65,,0,@AmericanAir - very upset with my hometown airline. Stuck in Den Flt Cancelled Flightled. Others here with me got new Flt info,,2015-02-22 16:22:14 -0800,, 569652564544761856,negative,1.0,Flight Attendant Complaints,0.6762,American,,Lioninflorida,,0,@AmericanAir absolutely worse cust. Svc ever experienced in 25 yrs of flying. Supvrs at iah extremely rude. #poorservice #travel,,2015-02-22 16:18:49 -0800,"Fort Myers, Florida",Eastern Time (US & Canada) 569652510950100992,negative,1.0,Bad Flight,0.3627,American,,Asigottech,,0,"@AmericanAir Kid upset, my staff upset (one accused of stealing fruit!!!!!) mistreatment due to airline policy of an Austic child.",,2015-02-22 16:18:36 -0800,everywhere,Helsinki 569652478020489216,negative,1.0,Customer Service Issue,0.6659,American,,MeereeneseKnot,,0,@AmericanAir I have been trying to get through to someone about my Cancelled Flightled flight tomorrow for over 4 hours.,,2015-02-22 16:18:29 -0800,, 569652313813430273,negative,0.669,Late Flight,0.669,American,,breakthemark,,0,@AmericanAir Trip cut 7 hrs short due to flight change/massive layovers/ no peanuts or crackers/ asked for H2O and received about 2oz.,,2015-02-22 16:17:49 -0800,"Portland, OR",Pacific Time (US & Canada) 569651818453708800,negative,0.6708,Cancelled Flight,0.6708,American,,McKennon,,0,@AmericanAir Flight's Cancelled Flightled. Website says to call phone number.Phone says to check online. How am I supposed to get some help?,,2015-02-22 16:15:51 -0800,,Atlantic Time (Canada) 569651816197169153,negative,0.6451,Cancelled Flight,0.3618,American,,rosieblisss,,0,@AmericanAir yes. We spent the whole day talking to agents and someone finally offered to let him stay in a hotel,,2015-02-22 16:15:51 -0800,,Eastern Time (US & Canada) 569651579307069440,negative,1.0,Lost Luggage,0.6568,American,,cloop87,,0,@AmericanAir flight from JFK to EGE was cxld after on runway for an hour. Flight moved to 7am but they won't give luggage back. Nice.,,2015-02-22 16:14:54 -0800,"New York, NY",Eastern Time (US & Canada) 569651504753332225,negative,1.0,Late Flight,1.0,American,,lesleysiu,,0,@AmericanAir delayed for two hours at ORD-->CDG the one time I need to be there to catch a train... 😒,,2015-02-22 16:14:37 -0800,"washington, dc",Eastern Time (US & Canada) 569651366018166784,negative,1.0,Customer Service Issue,1.0,American,,LIGal19,,0,@AmericanAir not to mention its a three hour wait to get an agent on the phone.,,2015-02-22 16:14:03 -0800,"ÜT: 40.881241,-73.107717",Quito 569651357491326976,negative,1.0,Cancelled Flight,1.0,American,,Eleonora7,,0,@AmericanAir Cancelled Flighted our flight and now are still delayed...NOT COOL.,,2015-02-22 16:14:01 -0800,"New York, NY ",Eastern Time (US & Canada) 569651320736522240,negative,1.0,Customer Service Issue,1.0,American,,SchrierCar,,0,@AmericanAir we did for the last 8 hours. Your customer service is horrendous. I should have flown Delta,,2015-02-22 16:13:53 -0800,, 569651226280751105,negative,1.0,Late Flight,1.0,American,,drguzman,,0,@AmericanAir there is a full flight of customers sitting on the plane waiting for baggage to be loaded on AA 356 in DFW - why? 2 hour delay,,2015-02-22 16:13:30 -0800,"Springfield, Illinois",Central Time (US & Canada) 569651129136459776,negative,1.0,Can't Tell,0.6418,American,,LIGal19,,0,@AmericanAir why a different airport! I have no way of getting to a different airport.,,2015-02-22 16:13:07 -0800,"ÜT: 40.881241,-73.107717",Quito 569651021175267332,negative,1.0,Customer Service Issue,0.6659,American,,tumitran,,0,"@AmericanAir AA agent said I repeated myself when I was explaining. I told him ""I understand English."" His reply?""Our conversation is over.""",,2015-02-22 16:12:41 -0800,"Cambridge, MA",Eastern Time (US & Canada) 569650859371405312,negative,1.0,Late Flight,0.3503,American,,dotnetnate,,0,"@AmericanAir long wait? I literally went shopping at 3 different centers, had lunch and prepared dinner. surprise, it's winter! staff better",,2015-02-22 16:12:03 -0800,"Phoenix, AZ",Arizona 569650813070483457,negative,1.0,Late Flight,1.0,American,,SandraSSaid,,0,@AmericanAir AA 1657 was also over an hour Late Flight to depart Ohare and now we have no luggage. Not happy standing in a long line at baggage svc,,2015-02-22 16:11:52 -0800,"Brookfield, WI",Eastern Time (US & Canada) 569650542995116033,negative,0.6258,Cancelled Flight,0.6258,American,,StarkJedi,,0,@AmericanAir is flight 2934 dfw to gsp going to be Cancelled Flightled tomorrow?,,2015-02-22 16:10:47 -0800,, 569650276380110848,negative,1.0,Bad Flight,0.3363,American,,redpaintrain,,0,@AmericanAir Stuck on the plane in Charlotte. Going to miss my connection. No words from staff. Maybe some damn pretzels?,,2015-02-22 16:09:44 -0800,saint paul, 569650273091584000,neutral,1.0,,,American,,HowardSlutsken,,0,"@AmericanAir Do you happen to know if that plane will be repainted, or fly ""off into the sunset?""",,2015-02-22 16:09:43 -0800,"Vancouver, BC",Pacific Time (US & Canada) 569650182331084801,negative,1.0,Cancelled Flight,1.0,American,,kathyjazztx,,0,@AmericanAir - AA1344 Cancelled Flighted on 2.23 - rebooked on us air 623/544 on 2.24. Has to be a nonstop on 2.24 for us (2)?,,2015-02-22 16:09:21 -0800,, 569649747213987841,negative,1.0,longlines,0.6890000000000001,American,,cwalshnews,,0,@AmericanAir today's wait was a violation of #dot #passengerbillofrights http://t.co/GxvFumn3iZ,,2015-02-22 16:07:37 -0800,,Pacific Time (US & Canada) 569649712996823041,negative,1.0,Lost Luggage,1.0,American,,SandraSSaid,,0,@AmericanAir arrived in lax from ord flight AA1657 NO LUGGAGE,,2015-02-22 16:07:29 -0800,"Brookfield, WI",Eastern Time (US & Canada) 569649508113625089,negative,1.0,Flight Attendant Complaints,0.3543,American,,5amantha_marie,,0,"@AmericanAir I've got a BA flight as your airport couldn't accommodate us. We were left without any info. No vouchers for food,nothing.",,2015-02-22 16:06:40 -0800,,Amsterdam 569649222963871744,negative,1.0,Late Flight,0.6877,American,,natnicc,,0,@AmericanAir flight 1019 I need 2 b on the first flight out frm MIA 2 TPA. I'm extremely irritated. I've been at this airport for 5.5 hrs.,,2015-02-22 16:05:32 -0800,, 569649152696516608,positive,1.0,,,American,,hautetravelgirl,,0,@AmericanAir many trips coming up! I will see you soon 😃,,2015-02-22 16:05:16 -0800,"Santa Monica, CA", 569648849494675456,neutral,1.0,,,American,,fritzmt,,1,@AmericanAir message and pics sent...,,2015-02-22 16:04:03 -0800,U.S.A.,Mountain Time (US & Canada) 569648713980715010,negative,1.0,Late Flight,1.0,American,,drguzman,,0,@AmericanAir flight 3056 in D/FW now delayed 2 hours waiting sitting in plane for baggage to be loaded - why?,,2015-02-22 16:03:31 -0800,"Springfield, Illinois",Central Time (US & Canada) 569648102669471744,negative,1.0,Flight Booking Problems,1.0,American,,MariaJesusV,,0,@AmericanAir … Been trying to book a whole new flight since 2 hours!! what is wrong with your website?,,2015-02-22 16:01:05 -0800,NYC,Santiago 569647825299963904,neutral,1.0,,,American,,nrtaylor92,,0,@AmericanAir Considering it was purchased on the 21st and I attempted to use it again on the 21st I believe it would fit these parameters.,,2015-02-22 15:59:59 -0800,,Melbourne 569647618932002816,positive,1.0,,,American,,wooqiaoqi,,0,"@AmericanAir pretty impressed with the in flight entertainment. Full touch, usable, smooth, good selection.",,2015-02-22 15:59:10 -0800,, 569647146712113152,negative,1.0,Customer Service Issue,0.6509,American,,MariaJesusV,,0,@AmericanAir Now your site is not working! WTF,,2015-02-22 15:57:17 -0800,NYC,Santiago 569646934031343619,negative,1.0,Can't Tell,0.701,American,,la_anne,,0,"@AmericanAir @Delta @JetBlue can you help? @SpiritAirlines is in the wrong, stuck in Florida 3days. They need to learn from real airlines.",,2015-02-22 15:56:27 -0800,Global, 569646854402486272,negative,1.0,Cancelled Flight,0.6217,American,,JamieStrong38,,0,@AmericanAir it wasn't ' disrupted' it was Cancelled Flightled. Airport agents were horrendous. Sharon was your saviour,,2015-02-22 15:56:08 -0800,, 569646827567501312,positive,1.0,,,American,,HertzOnMyCouch,,0,@AmericanAir I'm great thanks keep up the good work,,2015-02-22 15:56:01 -0800,hertz's couch , 569646613183885312,negative,1.0,Late Flight,0.6762,American,,vanessaannz,,0,@AmericanAir my flight has been delayed & I can't talk reach anyone in customer service because of high call volume.,,2015-02-22 15:55:10 -0800,-тнαт νσι¢є ιиѕι∂є уσυя нєα∂,Alaska 569646601398067200,negative,1.0,Can't Tell,0.6715,American,,219jondn,,0,@AmericanAir why does your RTW planner (spec. Circle Pacific) not let me even plan the demo routes from your website?,,2015-02-22 15:55:07 -0800,"Charlotte, NC | Köln, NRW",Quito 569646347705561088,negative,0.6575,Can't Tell,0.3525,American,,celiseev,,0,@AmericanAir @dfwairport listening to all the flights taking off over my house and kicking myself for Flight Booking Problems an AM flight tomorrow. Iceday?,,2015-02-22 15:54:07 -0800,"Worldwide, based in Dallas, TX",Central Time (US & Canada) 569646280214847488,negative,1.0,Cancelled Flight,0.6548,American,,la_anne,,0,@AmericanAir @Delta @JetBlue I am going to be stuck in Florida for 3 days because @SpiritAirlines wouldn't hold my connecting flight to LGA,,2015-02-22 15:53:51 -0800,Global, 569646230264885249,neutral,0.6551,,0.0,American,,colts482,,0,"@AmericanAir yes, I will do just that as soon as I have a moment to gather my thoughts.",,2015-02-22 15:53:39 -0800,Somewhere East, 569646144805953536,negative,1.0,Customer Service Issue,1.0,American,,SilverStim,,0,@AmericanAir I even went to ticket counter and got no help,,2015-02-22 15:53:19 -0800,, 569645815268044801,negative,1.0,Cancelled Flight,0.6925,American,,McKennon,,0,@AmericanAir Just learned my flight is Cancelled Flightled.can't get through by phone and don't see any option for assistance online. Any suggestions?,,2015-02-22 15:52:00 -0800,,Atlantic Time (Canada) 569645783974195202,negative,1.0,Customer Service Issue,0.6575,American,,larrylarry,,0,"@AmericanAir Got an email about an itinerary change, but can't seem to get to anyone on phone. New flight time doesn't work for me. Help?",,2015-02-22 15:51:53 -0800,Toronto,Eastern Time (US & Canada) 569645502729457666,neutral,0.6556,,0.0,American,,MO3TVida,,0,@AmericanAir please help my flight appears Cancelled Flight 1503 from ft. Lauderdale to Dallas to LAX. Is there anything leaving from Mia or FLL? ThxU,,2015-02-22 15:50:46 -0800,, 569645350379757568,negative,1.0,Customer Service Issue,0.6641,American,,quadbaconHD,,0,"@AmericanAir 's computer systems are down, can't leave without a flight plan! Any ETA, American air?","[35.2176668, -80.9426912]",2015-02-22 15:50:09 -0800,"Jacksonville Beach, Florida ",Central Time (US & Canada) 569645294708609025,negative,1.0,Flight Booking Problems,0.3636,American,,mattlurrie,,0,.@AmericanAir ReFlight Booking Problems for the following day is unacceptable. DMing you that and our phone number.,,2015-02-22 15:49:56 -0800,New York City,Eastern Time (US & Canada) 569645082414080000,negative,1.0,Cancelled Flight,0.3436,American,,totestoked,,0,@AmericanAir I want the flight I have on hold. I don't want a new flight.,,2015-02-22 15:49:05 -0800,"Naperville, IL ",Eastern Time (US & Canada) 569644902637813761,negative,1.0,Late Flight,0.7149,American,,Mwoodshop,,0,@AmericanAir Sitting at the gate on Flight 719 for an hour due to Sabre being down. What backup plan is in place if Sabre cannot be fixed?,,2015-02-22 15:48:22 -0800,Jerz,Eastern Time (US & Canada) 569644759024852992,neutral,0.6579,,,American,,KuperMini,,0,@AmericanAir @dfwairport got rebooked through the AA online app.,,2015-02-22 15:47:48 -0800,, 569644716343455744,negative,1.0,Can't Tell,0.3582,American,,CineDrones,,0,@AmericanAir please pray for us that our gear is not lost or stolen due to YOUR incompetent employees. #CNN #ABCNews #MSNBC #Photography,,2015-02-22 15:47:38 -0800,"Orlando, FL ",Eastern Time (US & Canada) 569644637343711232,positive,0.3642,,0.0,American,,jkhoey,,1,@AmericanAir shoutout to the agent on duty now @ Gate B1 #ABQ / outstanding customer service w delayed FLT 336 http://t.co/OoEJ4d4JoP,,2015-02-22 15:47:19 -0800,"New York, NY",Eastern Time (US & Canada) 569644495517589504,negative,1.0,Can't Tell,0.6626,American,,bfriend10,,0,@AmericanAir ...is this how you want to treat your platinum (and two gold) flyers??,,2015-02-22 15:46:45 -0800,Chicago, 569644335014092800,negative,1.0,Flight Attendant Complaints,0.6521,American,,CineDrones,,0,@AmericanAir Your gate attendants in ABQ are awful as was your service. You should be ashamed. Terrible experience here from start to finish,,2015-02-22 15:46:07 -0800,"Orlando, FL ",Eastern Time (US & Canada) 569644332573007873,negative,1.0,Late Flight,1.0,American,,bfriend10,,0,"@AmericanAir Still sitting in airport as 6:05 flt delayed until 6:55...but still not boarding, what is happening? No info....",,2015-02-22 15:46:07 -0800,Chicago, 569644168584105984,negative,1.0,Flight Attendant Complaints,1.0,American,,andrearothcraig,,0,"@AmericanAir @sa_craig no gate agent, and only 3 PA updates for 3 hours, hinted at abandonment. horrible experience for all passengers.",,2015-02-22 15:45:27 -0800,"College Station, TX",Central Time (US & Canada) 569644070470963201,negative,1.0,Cancelled Flight,1.0,American,,bfriend10,,0,"@AmericanAir been a very long day in Philly...12:13pm flt to ORD Cancelled Flighted with NO notice, no message, no email. NOT NICE FOR WE PLATINUMS.",,2015-02-22 15:45:04 -0800,Chicago, 569644041857421312,negative,1.0,Cancelled Flight,0.6759999999999999,American,,farfalla818,,0,@AmericanAir my travel for tomorrow was Cancelled Flightled and then stupidly rebooked for tomorrow! I can't get through to reservations!,,2015-02-22 15:44:57 -0800,"Plano, Texas", 569643921543958530,neutral,1.0,,,American,,KiraMercedes_,,0,@AmericanAir what name and department does it come under? Thanks,,2015-02-22 15:44:29 -0800,,London 569643614113918976,negative,1.0,Cancelled Flight,1.0,American,,MattWalter13,,0,@AmericanAir 1416 Cancelled Flightled? Can't get out for two days? No explanation?,,2015-02-22 15:43:15 -0800,, 569643388611330048,negative,1.0,Customer Service Issue,1.0,American,,andrearothcraig,,0,"@AmericanAir @sa_craig no, not helped one bit. actually ended up driving home due to extreme disorganization and lack of communication.",,2015-02-22 15:42:21 -0800,"College Station, TX",Central Time (US & Canada) 569643354557796353,negative,1.0,Customer Service Issue,1.0,American,,letyak,,0,@AmericanAir United needs our ticket number since you rebooked us and you gave the incorrect ticket number now we can't check in #help,,2015-02-22 15:42:13 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 569643344462262274,negative,0.6512,Customer Service Issue,0.6512,American,,sarrraright,,0,#nothelpful MT @AmericanAir: Our call volume is extremely high today. Our apologies. Please continue contacting Reservations for assistance.,,2015-02-22 15:42:11 -0800,Cathedral Heights,Eastern Time (US & Canada) 569643301332258817,negative,1.0,Customer Service Issue,0.6504,American,,KellyOlexa,,0,"@AmericanAir I've been trying to call to cxl a reservation for tomorrow, due to needing surgery this week - cannot get through?",,2015-02-22 15:42:01 -0800,"Chicago, IL",Central Time (US & Canada) 569643210785497088,negative,1.0,Customer Service Issue,1.0,American,,galen_emery,,0,@AmericanAir I can't keep dialing you guys all day. Can I get into the callback queue?,,2015-02-22 15:41:39 -0800,"Seattle, WA",Pacific Time (US & Canada) 569643184067727361,neutral,0.6783,,0.0,American,,PepdogSez,,0,@AmericanAir Cancelled Flight previous request. Will accept ticket number for document number,,2015-02-22 15:41:33 -0800,,Central Time (US & Canada) 569642989515112448,negative,1.0,Customer Service Issue,1.0,American,,lindseyjerin,,0,@AmericanAir I've called that and they said they can't help me and it's out of their hands. I really feel like an under appreciated customer,,2015-02-22 15:40:46 -0800,"Alexandria, VA",Quito 569642766407483392,neutral,0.6668,,0.0,American,,albertiagustin,,0,@AmericanAir 62 inches !?,,2015-02-22 15:39:53 -0800,SCL,Santiago 569642757767081984,positive,1.0,,,American,,DanielLassman,,0,@AmericanAir Thank you. Good suggestion. I checked and we were not rebooked. We'll keep checking and looking for other flights,,2015-02-22 15:39:51 -0800,"Ocean Ridge, FL",Eastern Time (US & Canada) 569642742852268032,negative,1.0,Customer Service Issue,1.0,American,,jenw714,,0,@AmericanAir they could be seen if your horrible customer service group would actually update the information! Never fly American again!,,2015-02-22 15:39:48 -0800,Atl,Central Time (US & Canada) 569642306640306176,neutral,0.631,,0.0,American,,PepdogSez,,0,@AmericanAir Am on web site requesting refund for Cancelled Flightled flight. It requires numerical document number. Where get it?,,2015-02-22 15:38:04 -0800,,Central Time (US & Canada) 569642267385798657,positive,0.6516,,,American,,louiswoof,,0,"@AmericanAir Hmm. Looks like you looked at my tweet from last month, not this one. Was able to get U.K. agent to help me, thanks.",,2015-02-22 15:37:54 -0800,"Tucson, Arizona", 569642200595898368,negative,1.0,Bad Flight,0.6646,American,,LeoSouza1977,,0,"@AmericanAir Stuck on a plane at JFK: food was not on the plane now we need to wait crew to push back the plane. Good job, AA!",,2015-02-22 15:37:38 -0800,New York City,Eastern Time (US & Canada) 569642145977479169,negative,0.6835,Customer Service Issue,0.6835,American,,cwalshnews,,0,@AmericanAir no one met flight 1081 to LAX to tell passengers where to go or what flights they were rebooked on #badmgmt #AmericanAirlines,,2015-02-22 15:37:25 -0800,,Pacific Time (US & Canada) 569641915114659840,negative,1.0,Flight Booking Problems,0.3546,American,,Cameratown,,0,@AmericanAir while I'm aggravated - shouldn't baggage fees disappear now that gas prices have dropped?,,2015-02-22 15:36:30 -0800,"Boston, MA",Eastern Time (US & Canada) 569641880276893697,positive,1.0,,,American,,Dawn_Davis,,0,"“@AmericanAir: @Dawn_Davis You're very welcome, Dawn. We love taking you flying. Let's do it again!” Again in 1 week!",,2015-02-22 15:36:22 -0800,★ Chicago'ish ★,Central Time (US & Canada) 569641841454239744,negative,1.0,Late Flight,0.6833,American,,praywinn,,0,@americanair never fails to disappoint. waiting at jfk an hour after scheduled take off and still no word on departure,,2015-02-22 15:36:13 -0800,,Eastern Time (US & Canada) 569641810571763712,negative,1.0,Lost Luggage,1.0,American,,Princessk91,,0,"@AmericanAir one of my luggage didn't made it onto my flight, hope it really gets here tomorrow, as I was told 😓😭",,2015-02-22 15:36:05 -0800,☀️SoFla☀️,Atlantic Time (Canada) 569641785347059712,negative,1.0,Lost Luggage,1.0,American,,edhgro,,0,"@AmericanAir lost my wife's luggage and nobody gives you and answer, all they say is go here or call there.","[32.9272165, -97.0396313]",2015-02-22 15:35:59 -0800,, 569641693726842880,neutral,1.0,,,American,,exclusiveaccess,,0,@AmericanAir check your dm pls,,2015-02-22 15:35:37 -0800,in your fav mags & blogs!!!,Eastern Time (US & Canada) 569641676244791296,negative,1.0,Flight Attendant Complaints,0.6654,American,,cwalshnews,,0,@AmericanAir why don't you have driver service to get employees to work in bad weather like hospitals etc #badmgmt #AmericanAirlines,,2015-02-22 15:35:33 -0800,,Pacific Time (US & Canada) 569641587766009856,negative,1.0,Customer Service Issue,1.0,American,,Cameratown,,0,@AmericanAir the fact that that rule makes it poor customer service. I can Cancelled Flight/change on @SouthwestAir with no penalty or hoops.,,2015-02-22 15:35:12 -0800,"Boston, MA",Eastern Time (US & Canada) 569641551116177409,positive,1.0,,,American,,TreyWheelerCEO,,0,@AmericanAir Thank you! You will see me :),"[0.0, 0.0]",2015-02-22 15:35:03 -0800,"Lima, OH",Eastern Time (US & Canada) 569641343439360000,negative,1.0,Customer Service Issue,0.6652,American,,clara_ennist,,0,@AmericanAir a phone call or email when you Cancelled Flight a flight would be lovely.,"[38.83598483, -77.10864801]",2015-02-22 15:34:14 -0800,"Arlington, VA", 569641336652967937,neutral,0.655,,,American,,afeltus,,0,@AmericanAir a guy try right...,,2015-02-22 15:34:12 -0800,Reading MA,Eastern Time (US & Canada) 569641259826061312,negative,1.0,Late Flight,1.0,American,,erina_jones,,0,@AmericanAir You've now put me on a BA flight - can I get access for 2 for the lounge? Been at ORD for 11.5 hrs now and still have 5 to go.,,2015-02-22 15:33:54 -0800,London, 569641247075213312,negative,1.0,Flight Attendant Complaints,0.3769,American,,cwalshnews,,0,@AmericanAir flight 1081 from IAD to LAX sat for more than 3hrs because ground crew couldn't drive in snow #badmgmt #AmericanAirlines,,2015-02-22 15:33:51 -0800,,Pacific Time (US & Canada) 569640847119163394,positive,0.3611,,0.0,American,,lmaxwell11,,0,"@AmericanAir Haha I had a boarding pass for 12B, was boarding the plane and the gate agent told me to go to 41G. I'm here now. No worries.",,2015-02-22 15:32:16 -0800,O.K.C.,Central Time (US & Canada) 569640139288412160,negative,1.0,Cancelled Flight,0.6948,American,,Hoffbuhr,,0,@AmericanAir you cxl both my flights to/from DFW to CLL w/o notice then treat me like trash on the phone and offer no compensation? WTH?,,2015-02-22 15:29:27 -0800,,Arizona 569640038302134273,negative,1.0,Can't Tell,0.6676,American,,manuel_c,,0,"As am I, @AmericanAir - but thankfully there was a @united lounge next door. Really not impressed by oneworld partnerships :(",,2015-02-22 15:29:03 -0800,USA,Eastern Time (US & Canada) 569639972615135232,negative,1.0,Late Flight,1.0,American,,CavaTed,,0,@AmericanAir delayed.....wow,,2015-02-22 15:28:47 -0800,Washington DC,Eastern Time (US & Canada) 569639923080404994,negative,1.0,Cancelled Flight,1.0,American,,kaps12,,0,@AmericanAir My flt AA375 for 02/23 got cncled and i cant get hold of a CSR so i can get alternate arrangement. Plz help,,2015-02-22 15:28:35 -0800,, 569639607639285761,negative,1.0,Cancelled Flight,1.0,American,,letyak,,0,@AmericanAir our flight was Cancelled Flightled and rebooked to United. You didn't give them accurate ticket number now we can't check in. #annoyed,,2015-02-22 15:27:20 -0800,"Philadelphia, PA",Eastern Time (US & Canada) 569639529805688832,negative,1.0,Customer Service Issue,1.0,American,,jameswester,,0,@AmericanAir You guys are totally losing me. I've been an AA fan for years but telling me reps are busy and hanging up on me is really bad.,,2015-02-22 15:27:01 -0800,DFW,Central Time (US & Canada) 569638919131627522,negative,1.0,Late Flight,0.3581,American,,rhowltx,,0,"@AmericanAir @NY_NJairports AA1224: 45 mins for Priority bags to arrive, now Late Flight for evening plans! Delta 20 min bag guarantee anyone? :(",,2015-02-22 15:24:36 -0800,, 569638585571221504,negative,1.0,Customer Service Issue,1.0,American,,cjdjpdx,,0,@AmericanAir sitting in a 2 hour long at least phone queue. Hoping I get things rebooked in time or at least some plastic wings. #tears,,2015-02-22 15:23:16 -0800,"Portland, Orygun",America/Los_Angeles 569638503199285248,negative,0.6609999999999999,Late Flight,0.3443,American,,weshartley,,0,@AmericanAir it's always better to find out equipment is INOP on the ground than in the air! #safetyfirst,,2015-02-22 15:22:57 -0800,,Central Time (US & Canada) 569638470538301442,negative,1.0,Customer Service Issue,0.375,American,,andreawalls21,,0,@AmericanAir is rude a hiring requirement at key west airport shaking my head,,2015-02-22 15:22:49 -0800,, 569638441803075585,neutral,1.0,,,American,,mirmanwar,,0,@AmericanAir can I DM you info?,,2015-02-22 15:22:42 -0800,Jeddah-Karachi X NYC,Quito 569638240233390081,negative,1.0,Late Flight,1.0,American,,ezemanalyst,,0,"@AmericanAir 11 out of 11 delayed flights, you suck and getting worse",,2015-02-22 15:21:54 -0800,, 569637593278779392,negative,1.0,Late Flight,1.0,American,,PatrichRuben,,0,@AmericanAir Tired of sitting on a delayed #1702 again and again computer down,,2015-02-22 15:19:20 -0800,,Quito 569636885863251969,negative,1.0,Customer Service Issue,0.3694,American,,georgetietjen,,0,@AmericanAir @dotnetnate Two hour wait for EXPs as I sit on a JFK PHX flight because US computers are down. Any shot at an LAX flight?,,2015-02-22 15:16:31 -0800,, 569636551321194497,positive,1.0,,,American,,SarahM0en,,0,@AmericanAir awesome! Thx,,2015-02-22 15:15:11 -0800,Nashville TN,Central Time (US & Canada) 569636447956930561,negative,1.0,Customer Service Issue,0.6403,American,,chuneke,,0,"@AmericanAir @SeguineJ AA - this is a joke, right? That line isn't even accepting calls right now - they just hang up.",,2015-02-22 15:14:47 -0800,"Nicosia, Cyprus",Athens 569636064035348480,negative,1.0,Flight Booking Problems,0.6541,American,,jtotheizzoe,,0,"@AmericanAir yes, and rebooked incorrectly.",,2015-02-22 15:13:15 -0800,"Austin, TX",Central Time (US & Canada) 569636003473793024,negative,1.0,Customer Service Issue,0.6431,American,,mattireland238,,0,"@AmericanAir fair enough. But they could have at least told us. Once again it's the lack of communication. Delays happen, just tell me",,2015-02-22 15:13:01 -0800,"dallas, tx", 569635939422593024,negative,1.0,Customer Service Issue,1.0,American,,SentieriMelinda,,0,@AmericanAir even with calls you haven't been able to help us anyway. #nevergettinghome,,2015-02-22 15:12:45 -0800,, 569635382834421761,negative,1.0,Cancelled Flight,1.0,American,,rakugojon,,0,@AmericanAir 2293 is the Cancelled Flightled one,,2015-02-22 15:10:33 -0800,San Francisco,London 569635291490693120,positive,1.0,,,American,,ChipAcker,,0,@AmericanAir 1138 got us to LGA safely. Thanks for taking the time to make the plane safe before flying!,,2015-02-22 15:10:11 -0800,"Dallas, TX",Eastern Time (US & Canada) 569634918973751297,negative,1.0,Cancelled Flight,1.0,American,,sarahzou,,0,"@AmericanAir Cancelled Flightled my flight, didn't notify me, and I can only rebook by phone, but can't get through to an agent. Epic. Fail.",,2015-02-22 15:08:42 -0800,,Central Time (US & Canada) 569634828641034240,negative,1.0,Customer Service Issue,1.0,American,,jadedhippie09,,0,"@AmericanAir i was just severely upset by the rude cs rep. I get she's prob stressed, but I am too! An ""aw, let me help"" cld mk it btr",,2015-02-22 15:08:21 -0800,, 569634454924357632,negative,1.0,Customer Service Issue,0.6664,American,,jadedhippie09,,0,"@AmericanAir while I'm sensitive to this fact, I don't believe that warrants poor service. A little help & compassion goes a long way.",,2015-02-22 15:06:52 -0800,, 569634077571051521,positive,1.0,,,American,,benkohl,,0,@AmericanAir Flight attendant #YeseniaHernandez provided excellent service among peculiar conditions throughout the day ✈ :-),,2015-02-22 15:05:22 -0800,"Manhattan, Kansas",Central Time (US & Canada) 569633689665216512,negative,1.0,Customer Service Issue,0.6787,American,,SeguineJ,,0,@AmericanAir I did. 5 times. With 4 of those being hung up on. The other one it finally sent me to the call back notification. #FixYourStuff,,2015-02-22 15:03:49 -0800,"Russell, KS",Central Time (US & Canada) 569633482915209216,negative,1.0,Late Flight,0.6668,American,,MarciNeedham,,0,"@AmericanAir complt incompetence on flt 295.Lav delay from a pln that lnded last nite, no internet and poor svc. Not what I expect from u.",,2015-02-22 15:03:00 -0800,, 569633282855301120,positive,1.0,,,American,,BethanySWinters,,1,@AmericanAir Just landed - crew couldn't have been more gracious or accommodating. Although a long delay I appreciate your prompt response!,,2015-02-22 15:02:12 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569633221748637696,negative,1.0,Customer Service Issue,1.0,American,,JasonShaw2,,2,@AmericanAir why would I bother wasting my time calling them when they are gunna do nothing,,2015-02-22 15:01:57 -0800,Belleville,Eastern Time (US & Canada) 569632660831625216,negative,1.0,Cancelled Flight,0.6672,American,,tim_sheehy,,0,@AmericanAir five times at last count,,2015-02-22 14:59:44 -0800,Washington DC,Central Time (US & Canada) 569632618460753921,negative,1.0,Late Flight,0.6786,American,,Aero0729,,0,@AmericanAir as usual my next flight shows on time but it's suppose to leave in 5 minutes and hasn't boarded,,2015-02-22 14:59:34 -0800,, 569632584424153088,negative,0.6385,Flight Booking Problems,0.6385,American,,rakugojon,,0,@AmericanAir 250 I'm not sure if I'm rebooked now. In a line at airport trying to work it out. The earlier I can get to SFO the better:(,,2015-02-22 14:59:26 -0800,San Francisco,London 569632024434057216,negative,0.6456,Flight Booking Problems,0.3477,American,,skyfullofbacon,,0,"@AmericanAir Orbitz has only shown ""priority"" seats since we booked & paid 3 weeks ago.",,2015-02-22 14:57:12 -0800,Chicago,Central Time (US & Canada) 569631973859139584,negative,0.6779,Cancelled Flight,0.6779,American,,Fly_Shreveport,,0,"@AmericanAir has Cancelled Flighted their last 3 flight into SHV tonight & all flights for tomorrow, Feb. 23, out of SHV and multiple flight into SHV.",,2015-02-22 14:57:00 -0800,"Shreveport, Louisiana",Central Time (US & Canada) 569631860885577729,negative,1.0,Bad Flight,0.6952,American,,Aero0729,,0,@AmericanAir this might look good but the pita is inedible. Last year delicious shrimp cocktail. This year garbage http://t.co/Sotl8XQsrp,,2015-02-22 14:56:33 -0800,, 569631847547867136,negative,1.0,Customer Service Issue,1.0,American,,JasonShaw2,,2,@AmericanAir that's if it is ever complete and if i can ever get through customer service #theydontanswer,,2015-02-22 14:56:30 -0800,Belleville,Eastern Time (US & Canada) 569631824101683200,negative,1.0,Flight Booking Problems,0.6612,American,,m0nica,,0,"@AmericanAir Where are your tickets offices in Boston? Impossible to book by phone or use vouchers on website, what a headache. PLEASE HELP!",,2015-02-22 14:56:24 -0800,"Cambridge, MA",Mid-Atlantic 569631775766368256,negative,1.0,Can't Tell,0.6567,American,,skyfullofbacon,,0,"@AmericanAir not sure what this means but son and I will certainly have operational needs for seats during Flt. 1679 next Friday, yet...",,2015-02-22 14:56:13 -0800,Chicago,Central Time (US & Canada) 569631742631354369,positive,1.0,,,American,,willie_funk,,0,@AmericanAir flights have been on time Late Flightly though!,,2015-02-22 14:56:05 -0800,"Dallas, Texas", 569631648674766848,negative,1.0,Customer Service Issue,1.0,American,,tcunningham10,,0,@AmericanAir @SentieriMelinda Any updates? It shouldn't take hours for assistance. I love @SouthwestAir,"[40.46694635, -82.64579149]",2015-02-22 14:55:42 -0800,Central Ohio,Eastern Time (US & Canada) 569631575819710464,negative,1.0,Customer Service Issue,0.6664,American,,Aero0729,,0,@AmericanAir I've flown you many years without a complaint. You should start listening to your customers. You went from first to worst,,2015-02-22 14:55:25 -0800,, 569631567032627200,negative,1.0,Customer Service Issue,0.6655,American,,itsNGHTMRE,,1,@AmericanAir Cancelled Flightled 2 of my flights for maintenance. Customer service desk is empty... Can I get a hotel at least? http://t.co/ypbkCiRBXu,,2015-02-22 14:55:23 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569631404306210816,negative,1.0,Bad Flight,0.7087,American,,Aero0729,,0,@AmericanAir served me rubber pasta covered In sauce that tastes like plastic. Do you have any food for human consumption anymore ?,,2015-02-22 14:54:44 -0800,, 569631377865515008,negative,1.0,Customer Service Issue,1.0,American,,leemikezapata,,0,"@AmericanAir why do #exp members have to wait ""over 2 hours"" to speak with an operator? Surely this is a mistake?",,2015-02-22 14:54:38 -0800,, 569631375487139841,negative,1.0,Cancelled Flight,1.0,American,,Diane_Lowery,,0,@AmericanAir u Cancelled Flightled my flight for tomorrow and tell me to call reservations but then refuse to take my call!!! #not cool #hateful,,2015-02-22 14:54:37 -0800,Cool suburb N. of Dallas,Central Time (US & Canada) 569631293429821440,negative,0.6681,Customer Service Issue,0.6681,American,,willie_funk,,0,@AmericanAir No worries they called back 4 hrs Late Flightr while I was asleep and took an additional $200 fee. So by AA standards everything's gr8,,2015-02-22 14:54:18 -0800,"Dallas, Texas", 569631041603788800,negative,1.0,Late Flight,0.6707,American,,Davitossss,,0,@AmericanAir u cant spell airline and I trusted you to get me home on time and safe you are the worst #gobankrupt http://t.co/aM9CuieWO4,,2015-02-22 14:53:18 -0800,, 569630885450002432,negative,0.6619,Late Flight,0.6619,American,,superyan,,0,@AmericanAir TY Can you confirm or deny if AA953 left JFK? I want to figure out if more delays are in store. Internet giving different info.,,2015-02-22 14:52:40 -0800,, 569630715698151424,negative,1.0,Customer Service Issue,0.6479,American,,m0nica,,0,"@AmericanAir Where are your ticket offices in Boston? Impossible to book by phone or use voucher on website, what a headache! PLEASE HELP!",,2015-02-22 14:52:00 -0800,"Cambridge, MA",Mid-Atlantic 569630593924911104,negative,1.0,Late Flight,0.6970000000000001,American,,GaryBrickhouse,,0,@AmericanAir I changed my own flight to tonight. Why couldn't AA do that on my behalf instead of a flight tomorrow? Poor effort all around.,,2015-02-22 14:51:31 -0800,, 569630266664325120,neutral,0.662,,0.0,American,,williebikes,,0,@AmericanAir should be seeing this sunset from St. John usvi not philly!! http://t.co/DnDOepquKz,,2015-02-22 14:50:13 -0800,, 569630229636853761,negative,1.0,Customer Service Issue,0.6681,American,,JulianaSheldon,,0,@AmericanAir she should not only get a refund but also an apology for the deplorable service.,,2015-02-22 14:50:04 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569630106940895233,negative,1.0,Lost Luggage,1.0,American,,JulianaSheldon,,0,"@AmericanAir third you lost her bag & after 50 mins of being on hold you told her she would ""eventually get her bag"" completely unacceptable",,2015-02-22 14:49:35 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569629822789365761,negative,1.0,longlines,0.3582,American,,JulianaSheldon,,0,"@AmericanAir second, she sat on the Tarmac for 3 hrs only to be told it would be 30 mins",,2015-02-22 14:48:27 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569629305023569922,negative,1.0,Customer Service Issue,0.7188,American,,tampajody,,0,@AmericanAir there's a direct from Miami w a seat but u rebooked niece Tuesday. Can't get through on phones? #customerservicefail,,2015-02-22 14:46:24 -0800,Miami,Eastern Time (US & Canada) 569629215869382656,negative,1.0,Flight Booking Problems,1.0,American,,tyhamm28,,0,@AmericanAir you have such a confusing web site/complicated ordering process. This is why I typically fly @SouthwestAir.,,2015-02-22 14:46:02 -0800,"San Marcos, Texas", 569629100114989056,negative,1.0,Flight Attendant Complaints,0.6845,American,,JulianaSheldon,,0,@AmericanAir first my sister had ZERO food in her cross country flight with no type of warning or voucher,,2015-02-22 14:45:35 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569628494214225922,negative,0.6777,Customer Service Issue,0.6777,American,,jessicaclaire,,0,@AmericanAir I need to change a ticket and my res can't be changed online. I also can't get a call through due to high volume--can u help?,,2015-02-22 14:43:10 -0800,California,Pacific Time (US & Canada) 569628431236911104,negative,1.0,Can't Tell,0.6567,American,,MatthewJMedlin,,0,@AmericanAir rented van drove 250 miles with 6 strangers. Arrived home 6:00am. No offers of help from AA. http://t.co/BTTGmyN0A0,,2015-02-22 14:42:55 -0800,"Rossford, Ohio",Atlantic Time (Canada) 569628323443318785,negative,1.0,Can't Tell,0.3401,American,,isainsbury,,0,@AmericanAir the ticket is a poor gesture of goodwill (for missed trip) to a top status flyer - I may not next time (AA91 LHR-ORD 2/16),,2015-02-22 14:42:30 -0800,"Great Abington, Cambridge, GB",London 569627839374467072,negative,1.0,Customer Service Issue,1.0,American,,ProConPartners,,1,@AmericanAir @NY_NJairports Do you guys teach poor customer service or is it just part of an american dream?,,2015-02-22 14:40:34 -0800,UK, 569627784626229248,negative,1.0,Cancelled Flight,1.0,American,,iamdankaufman,,0,"@AmericanAir 3231DTW to LAG at 4:45. Flight Cancelled Flightled with no notice. Given a voucher to a dirty hotel, with no food vouchers or apology.",,2015-02-22 14:40:21 -0800,"New York, NY",Eastern Time (US & Canada) 569627770613063680,positive,0.6851,,0.0,American,,isainsbury,,0,@AmericanAir I would like to thank the customer service team for their response to my Cancelled Flightled flight but just offering to (cont),,2015-02-22 14:40:18 -0800,"Great Abington, Cambridge, GB",London 569627744021184513,negative,1.0,Cancelled Flight,0.6673,American,,MatthewJMedlin,,0,"@AmericanAir No one answers phone, delayed/Cancelled Flightled flights. Rude employees. You only get (I'm sorry, we apologize) blah blah blah. Bad",,2015-02-22 14:40:12 -0800,"Rossford, Ohio",Atlantic Time (Canada) 569627485240844288,negative,1.0,Customer Service Issue,1.0,American,,osteenam,,0,@AmericanAir Reservation Line won't let me speak to a representative because they are too busy. They literally disconnect you. Why bother?,,2015-02-22 14:39:10 -0800,"Phoenix, AZ",Pacific Time (US & Canada) 569627200133197824,positive,1.0,,,American,,csb2107,,0,@AmericanAir yes called your UK number on skype…well worth the $.50. i recommend others do the same.,,2015-02-22 14:38:02 -0800,, 569627123150778368,negative,1.0,Flight Booking Problems,1.0,American,,hovy5019,,0,@AmericanAir Im trying to call and book a reward ticket on one world partners but your automated system wont let me talk to any1. Great job,,2015-02-22 14:37:43 -0800,, 569626951733932032,negative,1.0,Late Flight,1.0,American,,macario2,,0,"@AmericanAir we are waiting flight 919 ! We are at JFK for about 24h !! #NewYork #919 #viracopos #AmericanAirlines http://t.co/3FheS0lPMU","[40.65062011, -73.79171323]",2015-02-22 14:37:03 -0800,Pocos de Caldas,Brasilia 569626796385116160,negative,0.6613,Customer Service Issue,0.3373,American,,Bardi_toto,,0,@AmericanAir @travisamex please please American call me so I can rebook ticket .,,2015-02-22 14:36:26 -0800,Hawaii/Dallas/Tucson/LA,Pacific Time (US & Canada) 569626787875053568,negative,1.0,Customer Service Issue,1.0,American,,KuperMini,,0,@AmericanAir @dfwairport Have been trying to get canx flight resched since noon. got 2 call backs but call disconnects as soon as I answer,,2015-02-22 14:36:24 -0800,, 569626703959494656,negative,1.0,Late Flight,0.6707,American,,williebikes,,0,@AmericanAir most horrendous service ever !! On off two planes. Been in Phil for 10 hrs. Now captain can't get flight info to print? #wtf,,2015-02-22 14:36:04 -0800,, 569626673034850304,negative,1.0,Can't Tell,0.3647,American,,Davitossss,,0,@AmericanAir you suck worst airline ever I will never be flying you again I have been stuck here for 13 hours no one is helping #fuckoff,,2015-02-22 14:35:56 -0800,, 569626388610859008,negative,1.0,Customer Service Issue,0.6568,American,,dave_dcollins,,0,@AmericanAir I have been on hold 3 hours. 2 seconds of it with a rude agent.,,2015-02-22 14:34:48 -0800,, 569626174617485313,negative,1.0,Customer Service Issue,0.6613,American,,tomrquicksell,,0,"@AmericanAir Dear American, when did 2 hour hold times become the industry standard? Have you heard of additional staffing during weather?",,2015-02-22 14:33:57 -0800,"Tampa, Fl",Eastern Time (US & Canada) 569625607476158465,negative,0.6564,Late Flight,0.6564,American,,realfrecks,,0,".@AmericanAir: the best the agent could do is put me on a flight arriving tomorrow afternoon, with a six hour layover.",,2015-02-22 14:31:42 -0800,"New York, NY",Atlantic Time (Canada) 569625456816709633,negative,1.0,Customer Service Issue,1.0,American,,MeereeneseKnot,,0,"@AmericanAir that's unacceptable. They should allow me to wait on hold, or take my number and call me themselves.",,2015-02-22 14:31:06 -0800,, 569625356942098432,positive,1.0,,,American,,mwasserman818,,0,@AmericanAir RDU Customer Service is awesome. Thanks! Give em all bonuses.,"[35.87912533, -78.79162128]",2015-02-22 14:30:42 -0800,Flying Giraffe Travel,Pacific Time (US & Canada) 569625210070175744,negative,1.0,Flight Attendant Complaints,0.6832,American,,Flora_Lola_NYC,,0,@AmericanAir I let a crew member know every time this happens. Which is most of the time.,,2015-02-22 14:30:07 -0800,,Eastern Time (US & Canada) 569624948190261249,negative,1.0,Customer Service Issue,1.0,American,,skadott,,0,@AmericanAir are you kidding me? No one answering calls on reserv line due to high call volume and not even an option to wait. Brutal,,2015-02-22 14:29:05 -0800,"san marcos,ca", 569624865558245376,negative,0.6591,Flight Booking Problems,0.3324,American,,maribarrera,,0,@AmericanAir LGA 2 Nashville Cancelled Flightled phone center no help. Fabulous staff at gate D4 helped-2 young men handled crowd well.,,2015-02-22 14:28:45 -0800,Boston area,Eastern Time (US & Canada) 569624713414250496,negative,1.0,Late Flight,0.7122,American,,smiertspionom,,0,@AmericanAir man we have been sitting in #UA4753 on the tarmac for 30 mins...rescue us please!,,2015-02-22 14:28:09 -0800,Teh internets,Central Time (US & Canada) 569624299788750848,neutral,1.0,,,American,,PLHamel,,0,"@AmericanAir Next Friday, I'll take AA3074 to LGA.Sat morning, US1951+US874.Do I have to take my bags at LGA or I get them to my final dest?",,2015-02-22 14:26:30 -0800,Rive-sud de Montréal,Atlantic Time (Canada) 569623961224351744,neutral,1.0,,,American,,TejasGooner,,0,@AmericanAir your message was delayed I just responded,,2015-02-22 14:25:10 -0800,The Republic of Texas,Central Time (US & Canada) 569623852403306496,negative,1.0,Can't Tell,0.6482,American,,eneyberg,,0,"@AmericanAir please fix your inventory system, Plat upgraded then bumped DOWN after boarding, FA said they made a mistake. AA45 3A➡️8C 😕","[40.64824535, -73.80141955]",2015-02-22 14:24:44 -0800,"Cambridge, Massachusetts",Pacific Time (US & Canada) 569623849752358912,positive,0.6779,,0.0,American,,mathardin,,0,"@AmericanAir I'm flying with your competitor today, starts with an U and ends with D. I will never make that mistake again. #americanforlife",,2015-02-22 14:24:43 -0800,Corpus Christi, 569623364337168384,positive,1.0,,,American,,MikeCunningham,,0,@AmericanAir Always enjoy my time. Now on the plane to DFW!,,2015-02-22 14:22:47 -0800,"Champaign/Urbana, IL", 569623164143185920,negative,1.0,Late Flight,0.6597,American,,MatthewJMedlin,,0,"@AmericanAir Late Flight from phoenix, gave ticks away when arrived chicago, held bags hostage chicago, rented van drove to toledo. 5 hr drive.",,2015-02-22 14:22:00 -0800,"Rossford, Ohio",Atlantic Time (Canada) 569622656770646016,negative,1.0,Flight Booking Problems,0.6988,American,,jetset2015,,0,"@AmericanAir need assistance. very frustrated I can't reach reservations by phone. trying to book online & get ""fare no longer avail"" msg",,2015-02-22 14:19:59 -0800,Tucson,Pacific Time (US & Canada) 569622568459636736,negative,1.0,Customer Service Issue,0.6398,American,,SchrierCar,,0,@AmericanAir I want to speak to a human being! !! This is not an obscene request!,,2015-02-22 14:19:38 -0800,, 569622366768078848,negative,1.0,Customer Service Issue,0.6368,American,,TemlyLouise,,0,"@AmericanAir flight 2470 tomorrow, have no idea if we've been rescheduled and can't fix online? Have to talk to an agent yet no one answers?",,2015-02-22 14:18:49 -0800,,Quito 569622243526909952,negative,1.0,Customer Service Issue,1.0,American,,sweetmel,,0,@AmericanAir Are you kidding? You don't think I've done that?? I've called dozens of times & it tells me to call back & hangs up.,"[32.9760867, -96.53332214]",2015-02-22 14:18:20 -0800,"Dallas, TX",Central Time (US & Canada) 569622208588468224,negative,0.6868,Customer Service Issue,0.6868,American,,otisday,,0,@AmericanAir I did. Should i expect a response in this fiscal year? This calendar year? Never?,,2015-02-22 14:18:12 -0800,Pekin,Eastern Time (US & Canada) 569621976131772416,negative,1.0,Lost Luggage,1.0,American,,PhotosBySharon,,0,@AmericanAir Still waiting on bags from flight 1613/2440 yesterday First Class passenger not happy with your service.,,2015-02-22 14:17:16 -0800,Massachusetts,Quito 569621883282280448,positive,1.0,,,American,,kidith_paulino,,0,@AmericanAir AA2416 on time and awesome flight. Great job American!,"[25.79101279, -80.28861743]",2015-02-22 14:16:54 -0800,,Eastern Time (US & Canada) 569621879633391616,negative,1.0,Customer Service Issue,1.0,American,,salitron78,,0,@AmericanAir no response to DM or email yet. customer service?,,2015-02-22 14:16:53 -0800,on @TheJR,Seoul 569621852718411776,negative,1.0,Customer Service Issue,0.6945,American,,yishai,,0,@AmericanAir understand waiting 2+ hours for callback on the exec plat line but when call dropped the agent could at least try again,,2015-02-22 14:16:47 -0800,"San Francisco, CA",Pacific Time (US & Canada) 569621808963395585,negative,1.0,Late Flight,0.3576,American,,A_for_AdNauseam,,0,@AmericanAir but they refused to unload our luggage so we're stuck in below freezing weather w/o our cold weather clothes.,,2015-02-22 14:16:36 -0800,, 569621583737835520,negative,1.0,Flight Booking Problems,0.6602,American,,coffeeculture,,0,@AmericanAir that's not what I asked :)) I'm looking to change a Flight Booking Problems for 03.03. Can you help,,2015-02-22 14:15:43 -0800,"Dublin, Ireland",Dublin 569621527911485440,negative,1.0,Customer Service Issue,1.0,American,,c_cgottlieb,,0,@AmericanAir your service is horrible. I can't get a straight answer from your ground agents.,,2015-02-22 14:15:29 -0800,"Washington, DC",Atlantic Time (Canada) 569621367806664705,negative,0.6646,Cancelled Flight,0.6646,American,,txbu20,,0,@AmericanAir why was my flight from Miami to Dallas Monday rescheduled to Tuesday?,,2015-02-22 14:14:51 -0800,"waco, texas", 569621332863754240,negative,1.0,Customer Service Issue,1.0,American,,A_for_AdNauseam,,0,@AmericanAir Yes. Your service in GUC sucks. Your gate agent pushed a passenger and has been rude to everyone since we got here.,,2015-02-22 14:14:43 -0800,, 569621228048089088,negative,0.7107,Cancelled Flight,0.7107,American,,jmgscott,,0,"@AmericanAir 1491 DEN -> DFW. We don't want to be ticketed on a new flight, just refunded for our Cancelled Flighted flight.",,2015-02-22 14:14:18 -0800,"Dallas, TX",Central Time (US & Canada) 569621173811736576,negative,1.0,Lost Luggage,1.0,American,,CarlosMourino,,0,@AmericanAir After 3 days NO BAGs amazing the way that you neglect customers,,2015-02-22 14:14:05 -0800,, 569620850820956160,negative,1.0,Late Flight,1.0,American,,5amantha_marie,,0,@AmericanAir Worst airline ever. We have been stranded for 24 hours because of your 7 hour delay with flight 104 last night.,,2015-02-22 14:12:48 -0800,,Amsterdam 569620782566875136,negative,1.0,Flight Booking Problems,0.6828,American,,farfalla818,,0,@AmericanAir is there not an email address I can send my issue to? you guys screwed up and rebooked my flight to the wrong day! please help,,2015-02-22 14:12:32 -0800,"Plano, Texas", 569620643810926592,neutral,1.0,,,American,,chadkirchner,,0,"@AmericanAir I have an issue that requires a bit more than a tweet to explain, do y’all have an email?","[0.0, 0.0]",2015-02-22 14:11:59 -0800,"Tiffin, Ohio",Eastern Time (US & Canada) 569620597543739392,negative,1.0,Can't Tell,0.6444,American,,Kaywillsmith,,0,@AmericanAir pls help. This is seriously beyond ridiculous.,,2015-02-22 14:11:48 -0800,The City of Big Shoulders,Central Time (US & Canada) 569620512139145216,negative,0.7042,Customer Service Issue,0.7042,American,,SentieriMelinda,,0,@AmericanAir please call us back to rebook!!! 7403607771. We need to get back to Columbus!!!!!! Please help,,2015-02-22 14:11:27 -0800,, 569620494724366336,negative,0.6404,Customer Service Issue,0.3311,American,,KristinaMeyer7,,0,@AmericanAir Rebooked for tomorrow morning. Never been here - not sure what I can see before tomorrow morning!,,2015-02-22 14:11:23 -0800,,Eastern Time (US & Canada) 569620452043317249,negative,1.0,Customer Service Issue,1.0,American,,Kaywillsmith,,0,"@AmericanAir...still waiting for a call back....attempt #9 and hour #13...can't put a hold on an online tix, we are within seven day window.",,2015-02-22 14:11:13 -0800,The City of Big Shoulders,Central Time (US & Canada) 569620440613826561,negative,1.0,Bad Flight,0.3576,American,,MatthewJMedlin,,0,"@AmericanAir Seats gvn away. 7 strangers in 2 Chicago. Rented van. Drove to toledo. No help, no offer, no hotel. http://t.co/nxQiJCoJNj",,2015-02-22 14:11:10 -0800,"Rossford, Ohio",Atlantic Time (Canada) 569620433869217792,negative,0.6858,Customer Service Issue,0.3521,American,,kathyjazztx,,0,@AmericanAir - gold elite loyalty customer..can't count on my hometown preferred airline to do right. #bummed..,,2015-02-22 14:11:09 -0800,, 569620202045841408,negative,1.0,Flight Booking Problems,0.6775,American,,SentieriMelinda,,0,@AmericanAir @tcunningham10 please call us back to rebook. 7403607771 we can't through!!!!! We need to get to columbus!!!!,,2015-02-22 14:10:13 -0800,, 569620169971998721,negative,0.6808,Customer Service Issue,0.3449,American,,Bardi_toto,,0,@AmericanAir flight to dca I need to change asap help can't get through,,2015-02-22 14:10:06 -0800,Hawaii/Dallas/Tucson/LA,Pacific Time (US & Canada) 569620123096494080,negative,1.0,Cancelled Flight,1.0,American,,TemlyLouise,,0,@AmericanAir my flight is Cancelled Flightled and we can only call in but you aren't accepting calls? How do I reschedule my flight?,,2015-02-22 14:09:55 -0800,,Quito 569620017840398337,negative,1.0,Cancelled Flight,0.6529,American,,CantankerousCMF,,0,@AmericanAir Jacquelyn at Charlotte just denied me compensation after #2251 was Cancelled Flighted due to plane malfunction well within your control,,2015-02-22 14:09:29 -0800,North of 146th,Indiana (East) 569619752399667200,neutral,0.3367,,0.0,American,,natnicc,,0,@AmericanAir flight 1041 is the first flight.,,2015-02-22 14:08:26 -0800,, 569619330012463104,positive,1.0,,,American,,TravelWineSport,,0,@AmericanAir Always love opening the upgrade email.,,2015-02-22 14:06:45 -0800,Trying to go everywhere!, 569619246520479745,negative,1.0,Customer Service Issue,0.7091,American,,KaelaMari,,0,@AmericanAir called executive platinum desk and got a TWO HOUR call back time... 2.5 hrs Late Flightr still no call and still stuck in Chicago,,2015-02-22 14:06:26 -0800,Corona Del Mar,Pacific Time (US & Canada) 569618972535959552,negative,1.0,Customer Service Issue,1.0,American,,MarkPerlowitz,,0,@AmericanAir I need to order a special meal and I can't reach AA. Been on hold for over 2 hours,"[15.1659317, 120.5830548]",2015-02-22 14:05:20 -0800,, 569618884577218560,negative,1.0,Late Flight,1.0,American,,mattadams_,,0,@AmericanAir two delayed flights today that weren't weather reLate Flightd. Keep up the good work!,,2015-02-22 14:04:59 -0800,"ÜT: 29.717516,-95.505488",Central Time (US & Canada) 569618659917893632,negative,1.0,Late Flight,0.6713,American,,nicoeats,,0,"@AmericanAir two hours Late Flightr and still waiting for a callback. Need to reschedule flight 1027, hopefully to the Late Flightr one tomo not Cancelled Flighted",,2015-02-22 14:04:06 -0800,"Tokyo, Japan",Eastern Time (US & Canada) 569618371148443649,negative,1.0,Flight Attendant Complaints,0.6877,American,,SarahisJewish,,0,"@AmericanAir 245. I'm about to take off but one of your reps at a different gate was rude when I asked for assistance. Thanks, though.","[38.85482856, -77.04128223]",2015-02-22 14:02:57 -0800,"Los Angeles, CA",Quito 569618327078887424,negative,1.0,Cancelled Flight,0.7021,American,,marystanforddc,,0,"@AmericanAir Flt Cancelled Flighted, rescheduled to bad time. Tried 800# 3hrs. Website states can't do online=useless website. Help?",,2015-02-22 14:02:46 -0800,,Quito 569618210699513856,negative,1.0,Late Flight,0.7033,American,,MrDisaster,,0,@AmericanAir we're still stucked in the airport. #AADelay #AA919,,2015-02-22 14:02:19 -0800,São Paulo,Brasilia 569618056605016064,positive,1.0,,,American,,TrueChief77,,0,"@AmericanAir Flight 2954, Dallas to Grand Junction #AmazingFlightCrew",,2015-02-22 14:01:42 -0800,970 Colorado, 569617894666997761,negative,1.0,Bad Flight,0.6526,American,,JamieStrong38,,0,"@AmericanAir redirect my flight without telling me, service is abysmal.",,2015-02-22 14:01:03 -0800,, 569617887637348352,negative,1.0,Customer Service Issue,0.3536,American,,Benje0123,,1,"@AmericanAir really American Airlines , service is Las Vegas is shocking, absolute jokers take your reputation more seriously!",,2015-02-22 14:01:02 -0800,, 569617808885096448,negative,1.0,Customer Service Issue,1.0,American,,ejacqui,,1,"@AmericanAir no one received text alerts, automated calls, anything either. Literally no information as to what was happening.",,2015-02-22 14:00:43 -0800,Chicago,Central Time (US & Canada) 569617807916322817,negative,1.0,Late Flight,0.6817,American,,c_morlando,,0,@AmericanAir aftr 10 hrs bng held hstg at mia bc aa refsd to get med bags. bag fnd aa then refsd to fix tkts they cnceld said $360 to fly,,2015-02-22 14:00:43 -0800,, 569617089155211265,neutral,1.0,,,American,,HollyHhirsch,,0,@AmericanAir just downloaded the app for iPhone. Notice drink coupon but nothing is displayed? Getting ready to fly...,,2015-02-22 13:57:51 -0800,Chicago, 569616934225846273,negative,1.0,Flight Booking Problems,0.6604,American,,farfalla818,,0,@AmericanAir the reservation system won't even let us leave our phone #. I have no way to fix that you rebooked me on wrong day!,,2015-02-22 13:57:14 -0800,"Plano, Texas", 569616839761743872,positive,1.0,,,American,,brentblume,,0,"@AmericanAir - yep , they've been good. Now can you make that 1535 flight to mci wait just a tick....😃",,2015-02-22 13:56:52 -0800,Omaha,Central Time (US & Canada) 569616699604934656,negative,1.0,Customer Service Issue,0.3474,American,,ejacqui,,0,@AmericanAir we got to 15 minutes AFTER takeoff time before anyone wandered over to address the line of people.,,2015-02-22 13:56:18 -0800,Chicago,Central Time (US & Canada) 569616586178301952,negative,1.0,Customer Service Issue,0.3718,American,,thepin618,,0,@AmericanAir been rebooked for tomorrow. You failed to put me on DL flight today despite my asking and available seat. DL still available,,2015-02-22 13:55:51 -0800,, 569616573905936384,negative,1.0,Cancelled Flight,1.0,American,,_BLeLLeN_,,0,@AmericanAir 1st leg of my flight 2 nyc tomorrow has been Cancelled Flightled. if you make me hold for 2hrs i may miss my only chance back home!,,2015-02-22 13:55:48 -0800,,Quito 569616554922418177,negative,1.0,Flight Attendant Complaints,0.6702,American,,ejacqui,,0,@AmericanAir there was also not one single person at the counter answering questions for our plane full of confused people. No staff at all.,,2015-02-22 13:55:44 -0800,Chicago,Central Time (US & Canada) 569616362223628289,negative,1.0,Customer Service Issue,0.6920000000000001,American,,BridleCharlotte,,0,"@AmericanAir That's a complete cop out! U ask what the issues are, then do nothing about it. How are we supposed to sort the situation now?",,2015-02-22 13:54:58 -0800,, 569616335488966656,negative,1.0,Customer Service Issue,1.0,American,,JamieStrong38,,0,@AmericanAir fcuk you. Shit service. You got no fans.,,2015-02-22 13:54:51 -0800,, 569616283706077184,negative,0.6582,Cancelled Flight,0.6582,American,,SilverStim,,0,"@AmericanAir Flight for tomorrow has already been Cancelled Flightled, what do I do now?",,2015-02-22 13:54:39 -0800,, 569616208804380672,neutral,0.7026,,0.0,American,,totestoked,,0,@AmericanAir I will thank you. What do I do if I can't get through and my flight on hold Cancelled Flights?,,2015-02-22 13:54:21 -0800,"Naperville, IL ",Eastern Time (US & Canada) 569616120866476032,neutral,0.6801,,0.0,American,,galen_emery,,0,@AmericanAir so how do we get me a person?,,2015-02-22 13:54:00 -0800,"Seattle, WA",Pacific Time (US & Canada) 569616019708182529,negative,1.0,Customer Service Issue,1.0,American,,farfalla818,,0,"@AmericanAir not only did you rebook me on the wrong day, your phone system says it can't handle the volume and hangs up on me!!!",,2015-02-22 13:53:36 -0800,"Plano, Texas", 569615983205347329,neutral,0.6997,,0.0,American,,KiraMercedes_,,0,@AmericanAir where do I look for cabin crew vacancies?,,2015-02-22 13:53:28 -0800,,London 569615855505387520,negative,1.0,Flight Booking Problems,0.6961,American,,SouljaCoy,,0,"@AmericanAir how did my prime, ticketed seat get switched on AA 343?! Not sure what's going on here...",,2015-02-22 13:52:57 -0800,"Orange County, CA",Pacific Time (US & Canada) 569615540089700353,neutral,1.0,,,American,,HertzOnMyCouch,,0,@AmericanAir hi how are you,,2015-02-22 13:51:42 -0800,hertz's couch , 569615514928074752,negative,1.0,Customer Service Issue,1.0,American,,morriskmm,,0,@AmericanAir cannot talk to any agents keep getting hung up on crazy,,2015-02-22 13:51:36 -0800,, 569615444300185600,negative,1.0,Cancelled Flight,1.0,American,,kat_lilfish,,0,"@AmericanAir Cancelled Flights my flight, doesn't send an email, text or call. Now I'm stranded in Louisville.",,2015-02-22 13:51:19 -0800,, 569615410720432128,negative,1.0,Cancelled Flight,1.0,American,,mattlurrie,,0,"@americanair hi, you Cancelled Flightled our flight back to the US and now won't take our call. What are we supposed to do?",,2015-02-22 13:51:11 -0800,New York City,Eastern Time (US & Canada) 569615290956259328,negative,0.6943,Flight Booking Problems,0.6943,American,,OrryClayborne,,0,@AmericanAir I got rebooked on on us airways by you guys but the flight I got won't work. Any help would be appreciated.,"[47.24879409, -122.43874458]",2015-02-22 13:50:42 -0800,"Memphis, TN",Eastern Time (US & Canada) 569615100006440960,negative,1.0,Customer Service Issue,1.0,American,,GurpreetSaran,,0,@AmericanAir On hold for 20 mins and then used the call back service only to have an agent call me and put me on hold forever-anyone there?,,2015-02-22 13:49:57 -0800,"San Jose, CA",Central Time (US & Canada) 569615004489494528,neutral,0.6535,,0.0,American,,ChristianRicks,,0,@AmericanAir Can you upgrade (with cash) to Main Cabin Extra after buying an AAdvantage Mileage Saver (using miles)? Can't seem to do it...,,2015-02-22 13:49:34 -0800,"Durham, NC",Eastern Time (US & Canada) 569614917826965504,negative,0.7255,Can't Tell,0.3651,American,,jenw714,,0,@AmericanAir @AmericanAir how do you expect to do that?,,2015-02-22 13:49:14 -0800,Atl,Central Time (US & Canada) 569614088390578176,negative,1.0,Cancelled Flight,0.6265,American,,louiswoof,,0,"@AmericanAir My flights tomorrow were Cancelled Flighted, can't do anything online, and can't get through on phone. Help?",,2015-02-22 13:45:56 -0800,"Tucson, Arizona", 569614085807067136,negative,0.6567,Lost Luggage,0.3467,American,,macario2,,0,@AmericanAir they did tell that our luggage stayed inside the plane ! Look this video http://t.co/YokkHHQcMP,,2015-02-22 13:45:55 -0800,Pocos de Caldas,Brasilia 569613661045690368,negative,0.7143,Can't Tell,0.7143,American,,CandyandPizza,,0,"@AmericanAir @karabuxthomps Yeah, I have a lot of questions, number one: how dare you",,2015-02-22 13:44:14 -0800,New York City,Central Time (US & Canada) 569613611510960128,neutral,0.6557,,,American,,georgetietjen,,0,@AmericanAir Hi guys checking in US/AA 639 JFK PHX and renewed Admirals Club today.,,2015-02-22 13:44:02 -0800,, 569613601918492672,neutral,1.0,,,American,,CoryStinebrink,,0,@AmericanAir hey guys. DMed you a question about when 500-mile upgrades post after earning. Hope to use tomorrow,,2015-02-22 13:44:00 -0800,"Madison, WI",Central Time (US & Canada) 569613537158373376,negative,0.6973,Can't Tell,0.35100000000000003,American,,RussellsWriting,,0,@AmericanAir tried that and can't get through.,,2015-02-22 13:43:44 -0800,Los Angeles,Arizona 569613523648532480,negative,1.0,Customer Service Issue,0.3419,American,,mirmanwar,,0,"@AmericanAir, I've been booked on the wrong flight! And now PE desk has a wait of more than 2 hours?!",,2015-02-22 13:43:41 -0800,Jeddah-Karachi X NYC,Quito 569613473845542912,negative,1.0,Lost Luggage,1.0,American,,lindseyjerin,,0,"@AmericanAir you think I haven't tried that multiple times?? The ""status"" of my bag is that it should've been here YESTERDAY. So disgusted.",,2015-02-22 13:43:29 -0800,"Alexandria, VA",Quito 569613265631780865,negative,1.0,Customer Service Issue,1.0,American,,ra1der7581,,0,@AmericanAir thnkx bt dont help now we will need to go WAY out of OUR way to get where we NEED to be for the $ u charge this sux #neveragain,,2015-02-22 13:42:40 -0800,"Albuquerque,New Mexico ",America/Boise 569612947833671680,negative,1.0,Bad Flight,0.3488,American,,Meswannjr,,0,@AmericanAir I get & can appreciate that. I've just had so many problems in the last year flying with guys... Pretty aggravating.,,2015-02-22 13:41:24 -0800,"Plano, TX",Central Time (US & Canada) 569612307363266560,negative,1.0,Customer Service Issue,1.0,American,,melmadetoday,,0,@AmericanAir not sure why I would bother when the agent at the airport didnt help & nobody on phone would. Ticket Cancelled Flightled for no reason.,,2015-02-22 13:38:51 -0800,In the kitchen, 569612280989495296,negative,1.0,Flight Booking Problems,0.71,American,,helloheidib,,0,@AmericanAir HELP NEEDED ! #complaint ticketed passenger with no available seats scheduled to leave Late Flightr today,,2015-02-22 13:38:45 -0800,, 569612035585155073,negative,1.0,Lost Luggage,0.3557,American,,macario2,,0,@AmericanAir leave our luggage in the baggage claim without any previous information! That's not the deal!! http://t.co/oTTy5rYMzD,,2015-02-22 13:37:46 -0800,Pocos de Caldas,Brasilia 569612028492570624,neutral,1.0,,,American,,juliezeier,,0,@AmericanAir 2 hours to be answered on a call?,,2015-02-22 13:37:45 -0800,, 569611735696580611,negative,1.0,Customer Service Issue,0.3514,American,,lmaxwell11,,0,@AmericanAir Somehow between DFW and MIA I got bumped from 12B all the way to 41G on 2312? What's up with that?,,2015-02-22 13:36:35 -0800,O.K.C.,Central Time (US & Canada) 569611721054162945,negative,1.0,Customer Service Issue,0.3664,American,,TheLoveBite,,0,"@AmericanAir #AmericanAirlines 1 1/2 hr wait for bags. If this is the a taste of the worlds largest airline, heaven help aviation",,2015-02-22 13:36:31 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569611581920808960,negative,1.0,Late Flight,1.0,American,,macario2,,0,@AmericanAir @macario2 but you are Late Flight again!! Again and again! Where are the crew?,,2015-02-22 13:35:58 -0800,Pocos de Caldas,Brasilia 569611482234687488,positive,1.0,,,American,,BikashDube,,0,"@AmericanAir Fantastic support by the Twitter team. I appreciate it. Thanks again.",,2015-02-22 13:35:34 -0800,, 569611259357863936,neutral,1.0,,,American,,juliezeier,,0,@AmericanAir hung up on now many times trying to cal 8004337300 crazy,,2015-02-22 13:34:41 -0800,, 569611217301450752,negative,1.0,Can't Tell,0.3555,American,,raseay,,0,@AmericanAir that's quite an impressive list of fees!,,2015-02-22 13:34:31 -0800,"Oxford, MS",Central Time (US & Canada) 569611065820110848,negative,1.0,Customer Service Issue,0.6696,American,,otisday,,0,"@AmericanAir @GolfWithWoody Don't buy it, Woody. They're making it MUCH worse with understaffing, rudeness, and pre-rookie mistakes",,2015-02-22 13:33:55 -0800,Pekin,Eastern Time (US & Canada) 569610871934205954,negative,1.0,Can't Tell,0.3658,American,,MrMarioMendoza,,0,@AmericanAir you have to run the engine to troubleshoot an issue before boarding the plane!?! How about another plane? #aa2227 #miatoiah,,2015-02-22 13:33:09 -0800,, 569610485101768704,negative,0.6941,Flight Booking Problems,0.6941,American,,jmgscott,,0,"“@AmericanAir: @RussellsWriting Russ, please contact Reservations at 800-433-7300 for reFlight Booking Problems options.” Good luck with that!",,2015-02-22 13:31:37 -0800,"Dallas, TX",Central Time (US & Canada) 569609970007674881,negative,1.0,Cancelled Flight,1.0,American,,KyleKaplan,,0,@AmericanAir flight was Cancelled Flightled can you guys help?,,2015-02-22 13:29:34 -0800,"iPhone: 40.829401,-73.926223",Pacific Time (US & Canada) 569609887388270592,negative,1.0,Flight Booking Problems,0.363,American,,PredsFran,,0,"@AmericanAir Changed flight from BNA to 2/20 ahead of weather. Slammed me with cost diff because ""no weather advisory.""Really!",,2015-02-22 13:29:14 -0800,Tennessee,Central Time (US & Canada) 569609699152273409,negative,1.0,Cancelled Flight,1.0,American,,SraJackson,,0,"@AmericanAir my itinerary was from EWR TO DALLAS to LA. You Cancelled Flightled my flight, you have my money, find a way to get me there from EWR",,2015-02-22 13:28:29 -0800,New Jersey,Eastern Time (US & Canada) 569609590171676675,negative,1.0,Lost Luggage,1.0,American,,TheLoveBite,,0,@AmericanAir an hour at baggage carousel and still no luggage?? Nail in the coffin.,,2015-02-22 13:28:03 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569609396461936640,positive,1.0,,,American,,BrophySheen,,0,@AmericanAir Nicest people ever flight to Chicago.Thanks David Deane & Norma Sedholm for making me feel comfortable ✈️✈️✈️✈️✈️✈️✈️,,2015-02-22 13:27:17 -0800,New Jersey, 569609326253502465,negative,1.0,Customer Service Issue,0.6741,American,,BethMyn,,0,@AmericanAir Can't get thru by phone to use a credit that's about to expire! #frustrated #aa.com,,2015-02-22 13:27:00 -0800,, 569609163824713729,neutral,1.0,,,American,,nycgypc,,0,@AmericanAir when is next lax JFK flight today,,2015-02-22 13:26:22 -0800,, 569608733321498627,positive,1.0,,,American,,JuliaWallClarke,,0,"@AmericanAir appreciate update. Have also appreciated our pilots effort to explain to us just now. Accurate, authoritative comms is vital.","[40.6474324, -73.7936881]",2015-02-22 13:24:39 -0800,UK / Canada / etc,Atlantic Time (Canada) 569608570066436096,negative,1.0,Customer Service Issue,1.0,American,,jddowsett,,0,@AmericanAir now down to only one agent helping a stagnant line of almost 100 customers. Super.,,2015-02-22 13:24:00 -0800,"PA, NY & HI",Quito 569608446586200064,negative,1.0,Customer Service Issue,1.0,American,,sweetmel,,0,@AmericanAir The bad weather wasn't a surprise! You should have double/triple staff on hand to handle calls. Way to treat your customers.,"[32.97609561, -96.53349238]",2015-02-22 13:23:31 -0800,"Dallas, TX",Central Time (US & Canada) 569608307184242688,negative,0.7039,Bad Flight,0.3587,American,,sa_craig,,0,"@AmericanAir after all, the plane didn’t land in identical or worse) conditions at GRK according to METARs.",,2015-02-22 13:22:57 -0800,"College Station, TX",Central Time (US & Canada) 569608282442047488,negative,1.0,Cancelled Flight,1.0,American,,mycreativespark,,0,@AmericanAir flight Cancelled Flighted out of LAX for tomorrow due to connection in DFW. Help please? we can go out of orange or burbank,,2015-02-22 13:22:52 -0800,Ohio,Quito 569608265623064576,negative,1.0,Flight Attendant Complaints,1.0,American,,igclp,,0,"@AmericanAir first the pilot, then the catering...",,2015-02-22 13:22:47 -0800,, 569608257607737344,negative,0.6915,Customer Service Issue,0.3566,American,,DanielLassman,,0,".@AmericanAir Also, not the reservations team's fault. Bad top-down decision. I feel bad for the reservations AND social media teams.",,2015-02-22 13:22:46 -0800,"Ocean Ridge, FL",Eastern Time (US & Canada) 569608190410809344,negative,1.0,Flight Booking Problems,0.3838,American,,igclp,,0,@AmericanAir I would like a refund for this flight. They delayed the flight 5 times. I feel like you're making fun of us.,,2015-02-22 13:22:30 -0800,, 569607918569410560,negative,1.0,Customer Service Issue,1.0,American,,sweetmel,,0,@AmericanAir @TheNateK I submitted a complaint via that link in Dec. & followed up in Jan. NEVER HEARD BACK! #badcustomerservice,,2015-02-22 13:21:25 -0800,"Dallas, TX",Central Time (US & Canada) 569607706358779904,positive,1.0,,,American,,stvnoneal,,0,"@americanair Greatest Newark Gate Agents ever: David Deane, Norma Sedholm and Luz Calderon just made me feel like a king. #AmericanAirlines","[40.68621427, -74.1793971]",2015-02-22 13:20:34 -0800,NEW YORK CITY,Eastern Time (US & Canada) 569607661655715841,negative,1.0,Cancelled Flight,1.0,American,,0veranalyser,,0,"@AmericanAir flights been Cancelled Flightled, can't get through to the desk and nothing showing online under my reservation - what do I do?",,2015-02-22 13:20:23 -0800,,Perth 569607509167595520,negative,1.0,Can't Tell,0.3703,American,,andrewjh,,0,"@AmericanAir The point of the pic: If your reps struggle with the merger this much, imagine how it is for the public! http://t.co/hQdB5IRuVg",,2015-02-22 13:19:47 -0800,Capitol Hill D.C. ,Eastern Time (US & Canada) 569607321908862977,negative,0.7038,Flight Booking Problems,0.3613,American,,SraJackson,,0,@AmericanAir flight was 2488 out of EWR STOP AT DALLAS THEN TO LA. I need to be in la tonight!,,2015-02-22 13:19:02 -0800,New Jersey,Eastern Time (US & Canada) 569607124772196352,negative,1.0,Can't Tell,0.6598,American,,FvGrecia,,0,@AmericanAir I was flying from Ft Lauderdale FL to Seattle WA on the 02/28/2015 until the 03/03/2015 and they don't want to honor my flight.,,2015-02-22 13:18:15 -0800,, 569606926234824704,negative,1.0,Customer Service Issue,1.0,American,,galen_emery,,0,@AmericanAir wasn't able to get on hold. Your system kept kicking me to the main menu.,,2015-02-22 13:17:28 -0800,"Seattle, WA",Pacific Time (US & Canada) 569606513859305473,negative,1.0,Customer Service Issue,1.0,American,,EricStride,,0,@americanair Seattle check-in. 1 desk servicing full service line. 2 desks servicing priority. Full srvc wait 30+ minutes. Customer svc fail,,2015-02-22 13:15:50 -0800,, 569606467646578688,negative,1.0,Customer Service Issue,0.6829999999999999,American,,SraJackson,,0,@AmericanAir hey! Tried calling customer service and was told there's a 2 hour wait. This has been for the past 4 hours. Thanks! You suck!,,2015-02-22 13:15:39 -0800,New Jersey,Eastern Time (US & Canada) 569606374591746050,negative,0.6684,Lost Luggage,0.3419,American,,RafaelBertorell,,0,@AmericanAir since we are leaving tomorrow to miami can you do one thing right and deliver the bags to the airport?,,2015-02-22 13:15:17 -0800,, 569606248095576064,negative,1.0,Flight Attendant Complaints,0.3648,American,,jddowsett,,0,@AmericanAir but have been yet to receive assistance from one of your agents in securing a new connection. Many will now miss work tomorrow.,,2015-02-22 13:14:46 -0800,"PA, NY & HI",Quito 569606226880929792,negative,0.659,Customer Service Issue,0.659,American,,otisday,,0,@AmericanAir @cheerUPDATES So you're saying the call center is understaffed?,,2015-02-22 13:14:41 -0800,Pekin,Eastern Time (US & Canada) 569606135960858624,neutral,0.6545,,0.0,American,,kelseybiscoe,,0,@AmericanAir I've been trying to change frm AA 2401 to LAX at 6:50am MONDAY morning then AA 2586 from LAX to FAT to flight AA 1359?#helpAA,,2015-02-22 13:14:20 -0800,, 569606093393010688,neutral,1.0,,,American,,mareyes15,,0,@AmericanAir are flights from Columbus Ohio to Dallas Texas Cancelled Flighted?,,2015-02-22 13:14:10 -0800,,Eastern Time (US & Canada) 569605935280336896,negative,1.0,Flight Booking Problems,0.7115,American,,otisday,,0,"@AmericanAir @naomi_cooper Are you out of your mind, AA? What is the point of this Twitter acct? Form letters in 140 characters or less?",,2015-02-22 13:13:32 -0800,Pekin,Eastern Time (US & Canada) 569605930146353152,negative,1.0,Late Flight,1.0,American,,jddowsett,,0,@AmericanAir many have missed connections already b/c of delayed flight which will finally board soon,,2015-02-22 13:13:31 -0800,"PA, NY & HI",Quito 569605928636407808,neutral,0.6393,,0.0,American,,SmithsAreRare,,0,@AmericanAir On flt 1627 from DFW to FAT on 2/23 and it was 86'd. Can you rebook me on the 1359 flight tonight? Can't get through on phone.,,2015-02-22 13:13:30 -0800,L-Town,Central Time (US & Canada) 569605877512024064,negative,1.0,Customer Service Issue,0.3469,American,,BDinDallas,,0,@AmericanAir I wasn't important this morning when you would not seat my wife and I together or allow me to choose seats at Flight Booking Problems!!,,2015-02-22 13:13:18 -0800,"Dallas, Texas",Eastern Time (US & Canada) 569605699308818432,negative,1.0,Customer Service Issue,0.6475,American,,RafaelBertorell,,0,"@AmericanAir i dont believe it, it has been impossible for your agents to get an update from the delivery company since yesterday at 11 am",,2015-02-22 13:12:36 -0800,, 569605602961281024,negative,1.0,Flight Attendant Complaints,0.66,American,,jddowsett,,0,@AmericanAir yet there are plenty of available AA agents at gates nearby who say they are unable to help customers from our flight.,,2015-02-22 13:12:13 -0800,"PA, NY & HI",Quito 569605452230754305,negative,1.0,Late Flight,0.6863,American,,otisday,,0,"@AmericanAir @BDinDallas The personal touch you're known for, AA. Other cool perks: blaming understaffing on weather. And 3 hr hold times.",,2015-02-22 13:11:37 -0800,Pekin,Eastern Time (US & Canada) 569605359406485504,negative,1.0,longlines,1.0,American,,jddowsett,,0,"@AmericanAir been waiting in line for over an hour in San Antonio, barely moved & only two agents. 30 in front of me & at least 40 behind.",,2015-02-22 13:11:15 -0800,"PA, NY & HI",Quito 569605022197153792,positive,0.6593,,,American,,wesleytravis,,0,@AmericanAir my return flight is scheduled on Wednesday; AA138 I believe. Thanks for the help!,"[44.26313964, -69.78197616]",2015-02-22 13:09:54 -0800,"Webster Groves, MO", 569604994825105408,negative,1.0,Customer Service Issue,0.7094,American,,Cameratown,,0,@AmericanAir. You neglected to mention the $200 fee per ticket. I had a medical reason and still have had to jump thru hoops.,,2015-02-22 13:09:48 -0800,"Boston, MA",Eastern Time (US & Canada) 569604909571678208,negative,1.0,Customer Service Issue,1.0,American,,Kaywillsmith,,0,@AmericanAir ....I am on attempt #6 and hour #10 of calling and being put on hold. Not feeling confident that I will ever get through...,,2015-02-22 13:09:27 -0800,The City of Big Shoulders,Central Time (US & Canada) 569604904689340416,negative,1.0,Customer Service Issue,1.0,American,,JonGilsonAF,,0,"@AmericanAir bought a ticket on @SouthwestAir. After two days, your ""team"" couldn't share the data needed to get me to my next meeting.",,2015-02-22 13:09:26 -0800,"Boston, MA", 569604777962643457,negative,1.0,Late Flight,1.0,American,,erina_jones,,0,@AmericanAir thanks for the response. I know it's not your fault... But Im in ORD in T5 and hungry if you want to stop by ✈️✌️,,2015-02-22 13:08:56 -0800,London, 569604674715693057,negative,0.6711,Flight Booking Problems,0.3479,American,,LIGal19,,0,@AmericanAir cut it. Put me on a flt tomorrow.,,2015-02-22 13:08:31 -0800,"ÜT: 40.881241,-73.107717",Quito 569604659712811009,negative,1.0,Customer Service Issue,1.0,American,,JWinakor,,0,@AmericanAir nah u boofin u dont talk like any humans i know. Respond like u actually have a brain. And again i dont want customer relations,,2015-02-22 13:08:28 -0800,, 569604466757865472,negative,1.0,Cancelled Flight,0.5057,American,,LIGal19,,0,@AmericanAir I have no transportation to and going to some other city and getting to NY sometime on Wed?! I'm sorry that's not gonna cut,,2015-02-22 13:07:42 -0800,"ÜT: 40.881241,-73.107717",Quito 569604453462110208,negative,1.0,Lost Luggage,0.6814,American,,agirlnamedfrank,,0,"@AmericanAir because of you, I am doing the one thing I tried to avoid. Thank you for sending me to baggage claim.",,2015-02-22 13:07:39 -0800,Brooklyn,Eastern Time (US & Canada) 569604425238454273,negative,1.0,Flight Booking Problems,0.5561,American,,LIGal19,,0,@AmericanAir my flt is at 7a tom. I have now rec'd notification that I'm going out from some other airport,,2015-02-22 13:07:32 -0800,"ÜT: 40.881241,-73.107717",Quito 569604400479649792,neutral,0.6613,,0.0,American,,Kaywillsmith,,0,@AmericanAir how does one book a ticket online and put it on hold? Does that require that I pay for the ticket?,,2015-02-22 13:07:26 -0800,The City of Big Shoulders,Central Time (US & Canada) 569604354703020032,negative,1.0,Customer Service Issue,1.0,American,,csb2107,,0,@AmericanAir can you help me with a reservation? cant get through on the phone,,2015-02-22 13:07:15 -0800,, 569604330229092352,negative,1.0,Customer Service Issue,0.6188,American,,CavaTed,,0,@AmericanAir ask the 10 people you left behind at Miami airport because you guys could not wait 5 minutes and ... http://t.co/XPM98Igqjn,,2015-02-22 13:07:09 -0800,Washington DC,Eastern Time (US & Canada) 569604328153083904,negative,1.0,Late Flight,0.6849,American,,farazq,,1,"@AmericanAir can you do anything to get #AA953 moving? Been almost 24 hrs and hundreds at jfk upset, tired and want to get to BA.","[40.80718573, -73.95477259]",2015-02-22 13:07:09 -0800,"New York, NY",Quito 569604243226652672,negative,1.0,Can't Tell,0.6826,American,,Texomagal5,,0,@AmericanAir more of the insane treatment by your customers,"[38.5369071, -106.9349375]",2015-02-22 13:06:48 -0800,,Eastern Time (US & Canada) 569604176960827392,negative,0.705,Customer Service Issue,0.705,American,,gorbell,,0,@americanair Help! I need to speak to a live agent before I lose my online reservation being held.,,2015-02-22 13:06:33 -0800,"Santa Maria, Califoria",Pacific Time (US & Canada) 569604173236477952,negative,1.0,Customer Service Issue,0.7159,American,,otisday,,0,"@AmericanAir @_emmaclifford No. At JFK you sort of have to guess things out. It's a small airport, so whatever.",,2015-02-22 13:06:32 -0800,Pekin,Eastern Time (US & Canada) 569604083507556353,negative,1.0,Flight Attendant Complaints,0.6766,American,,Texomagal5,,0,@AmericanAir is this how you let your employees treat your loyal customers? #attackingbabymomma #crazinessintherockies,"[38.538038, -106.9370467]",2015-02-22 13:06:10 -0800,,Eastern Time (US & Canada) 569603991551782913,positive,0.6401,,,American,,HybridMovementC,,0,@AmericanAir Mad love http://t.co/4ojrSDWPkK NYC-,,2015-02-22 13:05:48 -0800,"everywhere, all the time.", 569603962233622528,positive,0.3646,,0.0,American,,agirlnamedfrank,,0,"@AmericanAir thanks for forcing me to check -in my carry - on luggage. That is exactly why I spent extra money on ""travel size"" toiletries",,2015-02-22 13:05:41 -0800,Brooklyn,Eastern Time (US & Canada) 569603590349848576,negative,1.0,Can't Tell,0.6431,American,,otisday,,0,"@AmericanAir @ejacqui If you updated the screens, then people would know the Late Flightst info, good or bad. And that wouldn't work because...",,2015-02-22 13:04:13 -0800,Pekin,Eastern Time (US & Canada) 569603156927246336,negative,1.0,Flight Booking Problems,0.6964,American,,JasonShaw2,,2,@AmericanAir missing a full days of work thanks guys,,2015-02-22 13:02:29 -0800,Belleville,Eastern Time (US & Canada) 569603127223066624,negative,1.0,Customer Service Issue,1.0,American,,rebeccabw,,0,@AmericanAir Trying to find out if flight #340 DFW to HOU is on tonight. Exec platinum desk not calling back and online info not clear.,,2015-02-22 13:02:22 -0800,"Dallas, Texas",Central Time (US & Canada) 569602798867881985,negative,1.0,Customer Service Issue,0.6531,American,,DanielLassman,,0,.@AmericanAir I can't even get on the phone with your reservations team. The system automatically disconnects us.,,2015-02-22 13:01:04 -0800,"Ocean Ridge, FL",Eastern Time (US & Canada) 569602682505138176,negative,1.0,Flight Booking Problems,0.6538,American,,nubzjubz,,0,@AmericanAir Flight Cancelled Flighted and rebooked but agent made a mistake and booked wrong date! Been trying to get through via phone for hours!!,,2015-02-22 13:00:36 -0800,,Eastern Time (US & Canada) 569602563261276160,negative,1.0,Customer Service Issue,0.6589,American,,otisday,,0,"@AmericanAir @russelneiss No, American. This is simple. How about YOU call HER back with the info for her new flight. Basic customer service",,2015-02-22 13:00:08 -0800,Pekin,Eastern Time (US & Canada) 569602295224246272,negative,1.0,Lost Luggage,1.0,American,,GMFujarski,,0,@AmericanAir I have looked and I was told it was in Guatemala last night. No record of anywhere today. I need my clothing for work tomorrow.,,2015-02-22 12:59:04 -0800,, 569602069335838720,negative,1.0,Customer Service Issue,1.0,American,,otisday,,0,"@AmericanAir Cool, a canned response. Nah, I think I'll keep tweeting at everyone who mentions AA on Twitter. You could DM me, though.",,2015-02-22 12:58:10 -0800,Pekin,Eastern Time (US & Canada) 569602057285574656,negative,1.0,Flight Booking Problems,0.6626,American,,jweslo,,0,@AmericanAir please fix your mobile and desktop site to allow Canadians to select a passenger when checking in. Thanks.,,2015-02-22 12:58:07 -0800,Brantford, 569601934853873664,negative,1.0,Customer Service Issue,1.0,American,,rakugojon,,0,@AmericanAir tried ringing but told me to try again Late Flightr. I'm supposed to be leaving in an hour...,,2015-02-22 12:57:38 -0800,San Francisco,London 569601869598867456,positive,1.0,,,American,,mattlantz,,0,@AmericanAir You guys did an amazing job today! Know it’s hard; thanks to Kate Appleton for all her hard work reFlight Booking Problems my friends and me!,,2015-02-22 12:57:23 -0800,"Tyler, Texas",Central Time (US & Canada) 569601519663906819,negative,1.0,Late Flight,0.6925,American,,tj_carlson,,0,.@AmericanAir cover a rental car or refund our ticket? - I'll gladly drive 10 hrs home than be stuck here till Tues!,,2015-02-22 12:55:59 -0800,"Brookings, SD",Central Time (US & Canada) 569601363799359488,negative,1.0,Flight Attendant Complaints,1.0,American,,stevereasnors,,0,@AmericanAir should reconsider #usairways acquisition. Flight 1843 AA gold flyers insulted by attendant for hanging jacket!,,2015-02-22 12:55:22 -0800,Los Angeles,Pacific Time (US & Canada) 569601354118905859,negative,1.0,Can't Tell,0.3606,American,,ronrisman,,0,@AmericanAir You neglected to mention the $200 fee per ticket. I had a medical reason and still have had to jump thru hoops.,,2015-02-22 12:55:20 -0800,New England,Central Time (US & Canada) 569601337882755073,neutral,1.0,,,American,,elizabethlawley,,0,@AmericanAir yes and I would like a refund.,,2015-02-22 12:55:16 -0800,Chicago,Central Time (US & Canada) 569601332040089600,neutral,1.0,,,American,,SamuelWatkin,,0,@AmericanAir how realistic is it to make an 80 minute domestic to international transfer at JFK for a non US citizen?,,2015-02-22 12:55:14 -0800,"Maidstone, UK",London 569601094239825920,positive,1.0,,,American,,EricRoberts,,1,Eliza & I cheated on u @AmericanAir with @AirTahitiNui & it was a lovely flight. But we'll be back! Lots!,,2015-02-22 12:54:18 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569600985007558656,positive,0.6868,,,American,,IoanGil,,0,@AmericanAir I hope you like the photo :) http://t.co/p7fSLuxEGW,,2015-02-22 12:53:52 -0800,,London 569600927394631680,negative,1.0,Customer Service Issue,0.7282,American,,otisday,,0,"@AmericanAir @sweetmel If weather is bad, wouldn't your folks try extra hard to communicate...or load bags onto flight 1320...or...anything?",,2015-02-22 12:53:38 -0800,Pekin,Eastern Time (US & Canada) 569600780048560128,negative,1.0,Bad Flight,0.3688,American,,sa_craig,,0,"@AmericanAir and how is this not a mechanical issue? All evidence points to the idea that it’s the ILS at CLL at fault, not the weather.",,2015-02-22 12:53:03 -0800,"College Station, TX",Central Time (US & Canada) 569600694388445184,negative,1.0,Cancelled Flight,0.6773,American,,otisday,,0,"@AmericanAir @CAexhibitions Sorry in, like, a general way? Or sorry that incompetence/understaffing is compounding weather issues?",,2015-02-22 12:52:42 -0800,Pekin,Eastern Time (US & Canada) 569600599588630529,neutral,1.0,,,American,,SentieriMelinda,,0,@AmericanAir please help us get home tomorrow!!!!!,,2015-02-22 12:52:20 -0800,, 569600462661554177,negative,1.0,Customer Service Issue,0.6887,American,,otisday,,0,"@AmericanAir @tennetexan Too bad there's only, like, 3 people on that team, then. Because this is next level unreal.",,2015-02-22 12:51:47 -0800,Pekin,Eastern Time (US & Canada) 569600295833116672,negative,1.0,Customer Service Issue,1.0,American,,otisday,,0,"@AmericanAir @marxsterbcow How is this a real life response to a customer service issue? Seriously. Keep trying to call us. Eh, might work.",,2015-02-22 12:51:07 -0800,Pekin,Eastern Time (US & Canada) 569600291290656768,negative,1.0,Bad Flight,0.6709999999999999,American,,shmitty03,,0,@AmericanAir fix the engine of flight AA3031so I don't spend all night in your airport so I can fly home tomorrow,"[33.64199395, -84.44238523]",2015-02-22 12:51:06 -0800,"Long Island, New York ",Quito 569600137296633856,positive,1.0,,,American,,douglaskgordon,,0,@AmericanAir Thank you.....you do the same!!,,2015-02-22 12:50:30 -0800,"Caribbean, New York and Miami.",Indiana (East) 569599978722746368,negative,1.0,Customer Service Issue,0.361,American,,otisday,,0,@AmericanAir @ActingOutMgmnt Just make sure they remember to load the bags onto the plane. They Cancelled Flight the flight when they forget...,,2015-02-22 12:49:52 -0800,Pekin,Eastern Time (US & Canada) 569599379893575680,negative,1.0,Customer Service Issue,0.6599,American,,otisday,,0,"@AmericanAir @brewcrewfan8 Is this real life, AA? Like, 2015 real life? You should be emailing/calling/DMing people you've inconvenienced.",,2015-02-22 12:47:29 -0800,Pekin,Eastern Time (US & Canada) 569599312671301633,negative,0.6474,Customer Service Issue,0.6474,American,,KeelyPerez,,0,@AmericanAir hey there me again from yesterday im still on hold,,2015-02-22 12:47:13 -0800,NEONgarden,Quito 569599269189107712,negative,1.0,Customer Service Issue,1.0,American,,tennetexan,,0,@AmericanAir weather is unavoidable. Understaffing is controllable,,2015-02-22 12:47:03 -0800,"Pilot Point, Republic of Texas", 569599116403036160,negative,1.0,Late Flight,0.6424,American,,skogsbergh,,0,"@AmericanAir Not only was 5418 Late Flight, but we've been boarded and waiting for over 30min. WTF?","[32.90771571, -97.04233322]",2015-02-22 12:46:26 -0800,Lake Arrowhead, 569598991463268352,negative,0.7257,Flight Attendant Complaints,0.3919,American,,otisday,,0,@AmericanAir @yvonneokaka When do I get my personal response and apology for your crew's having forgotten to load baggage onto my flight?,,2015-02-22 12:45:56 -0800,Pekin,Eastern Time (US & Canada) 569598942821744640,negative,0.6426,Cancelled Flight,0.6426,American,,KirstKV,,0,@AmericanAir All flts to JFK Cancelled Flightled Thx to UR agent at SFO Im rebooked on UA. Didn't get name. She was awesome! #twitterhug #shesaidrun,,2015-02-22 12:45:45 -0800,,Central Time (US & Canada) 569598671420919808,negative,1.0,Customer Service Issue,0.6618,American,,jenrpblcn,,0,@AmericanAir I know. After an hour I got a live person. It messes up our arrival and car plans at two airports and is costing us more.,,2015-02-22 12:44:40 -0800,"Seattle, WA",Arizona 569598544379817984,neutral,0.6917,,0.0,American,,csb2107,,0,@AmericanAir I can't get ahold of aadvantage reservations. I need to ticket a reservation that Cancelled Flights soon. can you help?,,2015-02-22 12:44:10 -0800,, 569598406181695488,negative,1.0,Customer Service Issue,1.0,American,,jadedhippie09,,0,"@AmericanAir i was also told by agents my issues ""aren't their prob"" K fine. I get it. But have some compassion 4 others dealing w/this!!!",,2015-02-22 12:43:37 -0800,, 569598314825555968,negative,1.0,Flight Attendant Complaints,0.6282,American,,sigmanu56,,0,@AmericanAir What's the status at DFW? Ticket agent at gate A9 was very rude and unhelpful.,,2015-02-22 12:43:15 -0800,"Natchitoches, LA", 569598155999674368,negative,1.0,Flight Attendant Complaints,0.3555,American,,jadedhippie09,,0,@AmericanAir i was spoken 2 like I'm an idiot and that is not OK!! I don't need to deal w/ that esp after the travel experience I've had,,2015-02-22 12:42:37 -0800,, 569597962659110913,neutral,0.7241,,0.0,American,,kelseybiscoe,,0,@AmericanAir I am trying to switch my flight to AA 1359 I am currently on AA 2401 at 6:50am MONDAY morn then AA 2586! Help Me!!,,2015-02-22 12:41:51 -0800,, 569597885446270976,negative,1.0,Customer Service Issue,0.6379,American,,cataattack,,0,@AmericanAir I really hope it departs. They said is because the catering service wasnt available but we can see it next to plane doing nthin,,2015-02-22 12:41:33 -0800,"Buenos Aires, Argentina",Buenos Aires 569597742693154816,negative,1.0,Customer Service Issue,0.6733,American,,jadedhippie09,,0,@AmericanAir I understand weather is not your fault but ur cs reps are atrocious. I am NOT happy nor will I EVR fly w/ u again.,,2015-02-22 12:40:59 -0800,, 569597666025345024,negative,1.0,Customer Service Issue,0.3482,American,,bshelton68,,0,"@AmericanAir When I left Orlando, I was 2nd in line for standby. I land and I'm 4th. 'Priority members get first available seats'. Awesome.",,2015-02-22 12:40:40 -0800,Everett,Arizona 569597220871282690,negative,1.0,Customer Service Issue,0.6888,American,,sweetmel,,0,@AmericanAir You didn't respond to my DM. You tweeted the same canned tweet you're telling everyone else.,,2015-02-22 12:38:54 -0800,"Dallas, TX",Central Time (US & Canada) 569597072350978048,negative,1.0,Customer Service Issue,1.0,American,,sweetmel,,0,@AmericanAir I DMed you my AA & phone #s & you can't have someone call me? What was the point of your response? You didn't resolve anything!,,2015-02-22 12:38:19 -0800,"Dallas, TX",Central Time (US & Canada) 569596793941401601,negative,1.0,Customer Service Issue,0.6521,American,,rdaniel10,,0,@AmericanAir don't you guys have an email address? Just put me on the next available flight from ohare,,2015-02-22 12:37:12 -0800,,Eastern Time (US & Canada) 569596652622721024,negative,1.0,Late Flight,1.0,American,,billyrobbinscsp,,0,@AmericanAir But Eagle is always Late Flight,,2015-02-22 12:36:39 -0800,,Central Time (US & Canada) 569596515510956032,negative,0.6694,Customer Service Issue,0.3451,American,,angiedrich,,0,@AmericanAir I have never on all my trips on any airline ever nat'l or int'l ever experienced anything like this!,"[33.93939612, -118.38973148]",2015-02-22 12:36:06 -0800,"Santa Monica, CA",Pacific Time (US & Canada) 569596502558920707,negative,1.0,Customer Service Issue,1.0,American,,MeereeneseKnot,,0,"@AmericanAir your call center won't let me wait on hold, which I would happily do. Am I seriously supposed to just keep calling? Not great",,2015-02-22 12:36:03 -0800,, 569596420761604096,negative,1.0,Late Flight,1.0,American,,billyrobbinscsp,,0,@AmericanAir half hour Late Flight leaving DFW...no attempt at an explanation,,2015-02-22 12:35:43 -0800,,Central Time (US & Canada) 569596325076955137,negative,0.6667,Cancelled Flight,0.6667,American,,nicoeats,,0,@AmericanAir I'm on flight 1027 tomorrow that got Cancelled Flightled. Need to find an alternative to get to Dallas. Please help.,,2015-02-22 12:35:21 -0800,"Tokyo, Japan",Eastern Time (US & Canada) 569596156927303681,negative,1.0,Late Flight,0.6742,American,,Diane_Lowery,,0,"@AmericanAir 30 minutes flight from OKC and then make us wait, 30 minutes cause the gate isn't empty. #epicfail #poorplanning",,2015-02-22 12:34:41 -0800,Cool suburb N. of Dallas,Central Time (US & Canada) 569595899204255745,negative,1.0,Customer Service Issue,0.6234,American,,BaburRaja,,0,"@AmericanAir seems like queue times are very high, in Q waiting for an agent 4 almost an hour.Flight got Cancelled Flightled. http://t.co/sDm2wvR3zr",,2015-02-22 12:33:39 -0800,"Chelmsford, MA", 569595791355981825,negative,1.0,Can't Tell,0.6684,American,,CakeNDeath,,0,"@AmericanAir Nah, just horrible dining options outside of club. Luckily Manuel in the Admirals can make a Bloody Mary.",,2015-02-22 12:33:13 -0800,Old City Philly, 569595643087486976,neutral,0.6616,,0.0,American,,coffeeculture,,0,@AmericanAir any earlier flights SAP->Mia & Mia -> New York (lga) on 03.03. I'm currently booked on flights 1504 and 1102.,,2015-02-22 12:32:38 -0800,"Dublin, Ireland",Dublin 569595595754639360,negative,1.0,Customer Service Issue,0.648,American,,SchrierCar,,0,"@AmericanAir no hold times, just disconnections. There is no excuse for that",,2015-02-22 12:32:27 -0800,, 569595399557685248,negative,1.0,Customer Service Issue,0.6579,American,,rcshore,,0,".@AmericanAir nice 2 know. I paid 4 a seat. Then you sold my seat. now I bought a 3rd seat. It's a good scam, but a scam all the same.",,2015-02-22 12:31:40 -0800,"Washington, DC",Quito 569595333899997185,negative,0.6384,Customer Service Issue,0.6384,American,,jkordyback,,0,@AmericanAir I’ll play it by ear. I know that you are doing your best. Buy some chewey oatmeal cookies for your customer care folks.,,2015-02-22 12:31:24 -0800,"North Saanich, BC",Pacific Time (US & Canada) 569595309279440896,neutral,0.6767,,0.0,American,,RafaANieves,,0,"@AmericanAir if business class if full but 1st class empty, do you guys upgrade EXP members to 1st?",,2015-02-22 12:31:18 -0800,,Quito 569594855556452352,negative,1.0,Customer Service Issue,1.0,American,,jmgscott,,0,@AmericanAir I've been trying for 4 hours to get hold of someone.,,2015-02-22 12:29:30 -0800,"Dallas, TX",Central Time (US & Canada) 569594712337854464,positive,0.6566,,0.0,American,,Ag03Recruiter,,0,@AmericanAir thank you for quick responses. #aa usually has fantastic customer service. That's why I was so shocked when it wasn't there,,2015-02-22 12:28:56 -0800,"Fort Worth, TX",Central Time (US & Canada) 569594402114392064,negative,0.7021,Late Flight,0.7021,American,,JasonPeppel,,0,@AmericanAir what are my chances of making a connection to El Paso (AA504) with DFW from SAT (AA200) delayed 30 minutes?,,2015-02-22 12:27:42 -0800,, 569594123222585344,negative,1.0,Customer Service Issue,1.0,American,,ColourBasis,,0,"@AmericanAir beyond frustrated with no call back from auto hold or whatever you call it. Entered my number at 11:30 CST, still no call 2:26",,2015-02-22 12:26:36 -0800,"National, based in Texas",Central Time (US & Canada) 569594026732740609,negative,1.0,Customer Service Issue,0.6275,American,,TomGasparetti,,0,@AmericanAir ahhhh your silence is golden now. This tops it all. Anyone get fired?,,2015-02-22 12:26:13 -0800,, 569593810390425600,negative,0.7094,Customer Service Issue,0.7094,American,,guernicaguy,,0,@AmericanAir Hey AA - can you help with an itinerary for a plat custy? Stuck in PVR and phones aren't working,,2015-02-22 12:25:21 -0800,, 569593694963310593,negative,0.6541,Customer Service Issue,0.6541,American,,otisday,,0,@AmericanAir @ShannonBloom Where's my DM? Where's my voucher? Who's paying my $70 cab and my $50 car back to JFK tomorrow?,,2015-02-22 12:24:54 -0800,Pekin,Eastern Time (US & Canada) 569593346223579137,negative,1.0,Customer Service Issue,1.0,American,,catiekate,,0,@AmericanAir we've been on hold for hours.,"[35.22534456, -106.57241352]",2015-02-22 12:23:30 -0800,, 569593278636675072,negative,1.0,Late Flight,1.0,American,,otisday,,0,@AmericanAir @Stone9956 Do you dislike delays when they're caused by YOUR crew forgetting to load bags & lazy pilot wanting duty day to end?,,2015-02-22 12:23:14 -0800,Pekin,Eastern Time (US & Canada) 569593050235736064,neutral,1.0,,,American,,WishUpon_26,,0,@AmericanAir can you guys help me please?,,2015-02-22 12:22:20 -0800,KY,Eastern Time (US & Canada) 569593045777321985,negative,1.0,Cancelled Flight,0.3704,American,,otisday,,0,@AmericanAir @travisamex It's not the weather. It's also gross incompetence. Understaffing. Crew forgetting to load bags. Don't duck truth.,,2015-02-22 12:22:19 -0800,Pekin,Eastern Time (US & Canada) 569592981742878721,neutral,0.6521,,,American,,EricRoberts,,0,http://t.co/EIw2sYb8Fu roberts&s=1 @AmericanAir,,2015-02-22 12:22:04 -0800,"Los Angeles, CA",Pacific Time (US & Canada) 569592830307508224,negative,1.0,Late Flight,0.7123,American,,Jess_JCW,,0,@AmericanAir .....and they waited 5 hours in a stuffy plane until they could get off then 7 more hrs to get their luggage #AmericanAirlines,,2015-02-22 12:21:27 -0800,London,London 569592778872606720,neutral,1.0,,,American,,WishUpon_26,,0,@AmericanAir do you guys have another flight for today that you can book me on from laguardia to louisville ky?,,2015-02-22 12:21:15 -0800,KY,Eastern Time (US & Canada) 569592674400907264,negative,0.6788,Cancelled Flight,0.6788,American,,SarahM0en,,0,@AmericanAir my flight out of TYR tomorrow was Cancelled Flighted due to weather. How long until a rebook?,,2015-02-22 12:20:50 -0800,Nashville TN,Central Time (US & Canada) 569592590632247297,negative,0.644,Cancelled Flight,0.644,American,,sbrandongage,,0,@AmericanAir Has AA Flight 296 from San Antonio to Dallas been Cancelled Flighted?,,2015-02-22 12:20:30 -0800,"Pueblo, CO",Eastern Time (US & Canada) 569592447455465472,negative,1.0,Flight Booking Problems,0.6643,American,,totestoked,,0,@AmericanAir trying to book a flight on hold- can't get through to a representative on the phone- Advice?,,2015-02-22 12:19:56 -0800,"Naperville, IL ",Eastern Time (US & Canada) 569592402085847041,negative,1.0,Cancelled Flight,1.0,American,,thepin618,,0,@AmericanAir Cancelled Flights flights arbitrarily on same itinerary. Weekend ruined for no good reason! No crew = missed Monday am mtg.,,2015-02-22 12:19:45 -0800,, 569592270866878464,neutral,1.0,,,American,,WishUpon_26,,0,@AmericanAir i need someone to help me out,,2015-02-22 12:19:14 -0800,KY,Eastern Time (US & Canada) 569592177312923650,negative,1.0,Cancelled Flight,1.0,American,,WishUpon_26,,0,@AmericanAir my flight was Cancelled Flightled from Laguardia to Louisville Ky and i am stuck at the airport. Do you guys compensate for this?,,2015-02-22 12:18:52 -0800,KY,Eastern Time (US & Canada) 569592148338876416,negative,1.0,Flight Attendant Complaints,0.708,American,,Jess_JCW,,0,"@AmericanAir & if that wasn't enough, your staff have been so rude & ignored passengers,don't think that should be accepted whatever reason",,2015-02-22 12:18:45 -0800,London,London 569591765793165312,negative,1.0,longlines,0.6788,American,,Jess_JCW,,0,@AmericanAir I understand the weather issue but you can't expect passengers to wait 24 hours inside airports for whatever reason. Outrageous,,2015-02-22 12:17:14 -0800,London,London 569591730506371072,neutral,1.0,,,American,,TrueChief77,,0,"@AmericanAir guarantee no retribution? If so, I'd be glad to share.",,2015-02-22 12:17:05 -0800,970 Colorado, 569591700416393216,negative,1.0,Cancelled Flight,0.6333,American,,tcunningham10,,0,@AmericanAir a friend is having flight Cancelled Flightlations out of LAX to CMH on Feb 23. Anyway to help her? 800 number has been no help,"[40.46692522, -82.64567078]",2015-02-22 12:16:58 -0800,Central Ohio,Eastern Time (US & Canada) 569591653121597440,negative,1.0,Customer Service Issue,0.7255,American,,kiabeveridge,,0,"@AmericanAir I used the ""call back"" feature with an operator regarding my flight, got a call 2 hours Late Flightr and got hung up on. #pleasehelp",,2015-02-22 12:16:47 -0800,Chicago,Mountain Time (US & Canada) 569591540944756737,negative,1.0,Customer Service Issue,1.0,American,,GregPoos,,0,"@AmericanAir I need to be at work tomorrow at 8am, therefore that doesn't help. Direct message faster than calling 800 number? #Backwards",,2015-02-22 12:16:20 -0800,, 569591533617307648,negative,1.0,Cancelled Flight,1.0,American,,tim_sheehy,,0,@AmericanAir ugh Dump us in dfw w/no luggage then Cancelled Flight our flight 3 more times. Sat arrival now Tue?,,2015-02-22 12:16:18 -0800,Washington DC,Central Time (US & Canada) 569591393540288512,negative,1.0,Cancelled Flight,1.0,American,,TheJoshAbides,,0,"@AmericanAir Cancelled Flights my flight, doesn't send an email, text or call. Then puts me on way earlier flight I might miss now. Thanks AA!",,2015-02-22 12:15:45 -0800,New York City,Eastern Time (US & Canada) 569591285150908416,positive,1.0,,,American,,iambmac,,0,@AmericanAir DMing you now! Big thanks.,,2015-02-22 12:15:19 -0800,"Columbus, OH, USA",Eastern Time (US & Canada) 569591136534319105,negative,1.0,Bad Flight,0.6774,American,,A_for_AdNauseam,,0,@AmericanAir 3078 is overweight so you pull 2 dozen passengers off? Why not luggage? Seriously?,,2015-02-22 12:14:44 -0800,, 569590988395708416,positive,1.0,,,American,,howiemandel,,3,@AmericanAir I love your company and your staff is amazing. They just made an uncomfortable situation comfortable,,2015-02-22 12:14:08 -0800,,Pacific Time (US & Canada) 569590965880532993,negative,1.0,Customer Service Issue,1.0,American,,KCBobolz,,0,@AmericanAir I wait 2+ hrs for CS to call me back re why flt is cxld/protection & they hang up the minute I answer on 1st ring?,,2015-02-22 12:14:03 -0800,"Milwaukee County, Wisconsin",Central Time (US & Canada) 569590892085915649,negative,1.0,Customer Service Issue,1.0,American,,andyellwood,,0,"@AmericanAir I've been on hold for 55 mins about my Cancelled Flighted international flight. Am out of country, so can't leave a call back #. Help?",,2015-02-22 12:13:45 -0800,"New York, New York",Eastern Time (US & Canada) 569590191758962688,negative,1.0,Late Flight,0.3358,American,,Jill_Lynnette,,0,I just need a place to sleep when I land without accommodations in PLS @AmericanAir!,,2015-02-22 12:10:58 -0800,,Eastern Time (US & Canada) 569590013278756865,positive,0.6274,,0.0,American,,Flora_Lola_NYC,,0,@AmericanAir Love the new planes for the JFK-LAX run. Maybe one day I will be on one where the amenities all function. #NoCharge #Ever,,2015-02-22 12:10:16 -0800,,Eastern Time (US & Canada) 569589959088173056,negative,1.0,Can't Tell,1.0,American,,yourlama,,0,"@AmericanAir Call me Chairman, or call me Emerald. After what you did today to me, you can call me a former customer.","[32.9070889, -97.03785947]",2015-02-22 12:10:03 -0800,, 569589643487928321,positive,1.0,,,American,,DrCaseyJRudkin,,0,@AmericanAir Flight 236 was great. Fantastic cabin crew. A+ landing. #thankyou #JFK http://t.co/dRW08djHAI,"[40.64946781, -73.76624703]",2015-02-22 12:08:48 -0800,East Coast, 569589460226183168,negative,1.0,Late Flight,1.0,American,,cataattack,,0,@AmericanAir Flight 953 NYC-Buenos Aires has been delay since yesterday at 10PM. Is going to take off at 3.30PM now? Give us answers!,,2015-02-22 12:08:04 -0800,"Buenos Aires, Argentina",Buenos Aires 569588816438169600,negative,1.0,Cancelled Flight,1.0,American,,KristinaMeyer7,,0,"@AmericanAir Flight Cancelled Flightled, can't go home until tomorrow. I could use dinner and a play, @AmericanAir! It's my first time in NYC.",,2015-02-22 12:05:30 -0800,,Eastern Time (US & Canada) 569588651925098496,positive,1.0,,,American,,jlhalldc,,0,"Thank you. “@AmericanAir: @jlhalldc Customer Relations will review your concerns and contact you back directly, John.”",,2015-02-22 12:04:51 -0800,"Washington, DC",Eastern Time (US & Canada) 569588591602458624,negative,1.0,Customer Service Issue,1.0,American,,jontgreen89,,0,@AmericanAir How do I change my flight if the phone system keeps telling me that the representatives are busy?,,2015-02-22 12:04:37 -0800,"Waco, TX",Central Time (US & Canada) 569588473050611712,positive,1.0,,,American,,Laurelinesblog,,0,@AmericanAir Thanks! He is.,,2015-02-22 12:04:09 -0800,"Chapel Hill, NC", 569588464896876545,negative,1.0,Bad Flight,1.0,American,,MDDavis7,,0,@AmericanAir thx for nothing on getting us out of the country and back to US. Broken plane? Come on. Get another one.,,2015-02-22 12:04:07 -0800,US,Eastern Time (US & Canada) 569587813856841728,neutral,0.6759999999999999,,0.0,American,,Chad_SMFYM,,0,"“@AmericanAir: @TilleyMonsta George, that doesn't look good. Please follow this link to start the refund process: http://t.co/4gr39s91Dl”😂",,2015-02-22 12:01:31 -0800,,Central Time (US & Canada) 569587705937600512,negative,1.0,Cancelled Flight,1.0,American,,RussellsWriting,,0,"@AmericanAir my flight was Cancelled Flightled, leaving tomorrow morning. Auto rebooked for a Tuesday night flight but need to arrive Monday.",,2015-02-22 12:01:06 -0800,Los Angeles,Arizona 569587691626622976,negative,0.6684,Late Flight,0.6684,American,,GolfWithWoody,,0,@AmericanAir right on cue with the delays👌,,2015-02-22 12:01:02 -0800,,Quito 569587686496825344,positive,0.3487,,0.0,American,,KristenReenders,,0,@AmericanAir thank you we got on a different flight to Chicago.,,2015-02-22 12:01:01 -0800,, 569587371693355008,negative,1.0,Customer Service Issue,1.0,American,,itsropes,,0,@AmericanAir leaving over 20 minutes Late Flight. No warnings or communication until we were 15 minutes Late Flight. That's called shitty customer svc,,2015-02-22 11:59:46 -0800,Texas, 569587242672398336,neutral,1.0,,,American,,sanyabun,,0,@AmericanAir Please bring American Airlines to #BlackBerry10,,2015-02-22 11:59:15 -0800,"Nigeria,lagos", 569587188687634433,negative,1.0,Customer Service Issue,0.6659,American,,SraJackson,,0,"@AmericanAir you have my money, you change my flight, and don't answer your phones! Any other suggestions so I can make my commitment??",,2015-02-22 11:59:02 -0800,New Jersey,Eastern Time (US & Canada) 569587140490866689,neutral,0.6771,,0.0,American,,daviddtwu,,0,@AmericanAir we have 8 ppl so we need 2 know how many seats are on the next flight. Plz put us on standby for 4 people on the next flight?,,2015-02-22 11:58:51 -0800,"dallas, TX", ================================================ FILE: tests/data/arrivals.csv ================================================ T,Country,Traffic 1981-1,Japan,14763 1981-4,Japan,9321 1981-7,Japan,10166 1981-10,Japan,19509 1982-1,Japan,17117 1982-4,Japan,10617 1982-7,Japan,11737 1982-10,Japan,20961 1983-1,Japan,20671 1983-4,Japan,12235 1983-7,Japan,14567 1983-10,Japan,24363 1984-1,Japan,23169 1984-4,Japan,16296 1984-7,Japan,18504 1984-10,Japan,29938 1985-1,Japan,30240 1985-4,Japan,20280 1985-7,Japan,20908 1985-10,Japan,36169 1986-1,Japan,37989 1986-4,Japan,32366 1986-7,Japan,28131 1986-10,Japan,47150 1987-1,Japan,51736 1987-4,Japan,38254 1987-7,Japan,53807 1987-10,Japan,71807 1988-1,Japan,80300 1988-4,Japan,79596 1988-7,Japan,88708 1988-10,Japan,103738 1989-1,Japan,94172 1989-4,Japan,76462 1989-7,Japan,88393 1989-10,Japan,90527 1990-1,Japan,119654 1990-4,Japan,106965 1990-7,Japan,128472 1990-10,Japan,124773 1991-1,Japan,119638 1991-4,Japan,115049 1991-7,Japan,140470 1991-10,Japan,153436 1992-1,Japan,166732 1992-4,Japan,141886 1992-7,Japan,160455 1992-10,Japan,160807 1993-1,Japan,178466 1993-4,Japan,151904 1993-7,Japan,168131 1993-10,Japan,172358 1994-1,Japan,191367 1994-4,Japan,158207 1994-7,Japan,183289 1994-10,Japan,188273 1995-1,Japan,196480 1995-4,Japan,174307 1995-7,Japan,214067 1995-10,Japan,197850 1996-1,Japan,227335 1996-4,Japan,174325 1996-7,Japan,219347 1996-10,Japan,192137 1997-1,Japan,223640 1997-4,Japan,167269 1997-7,Japan,227641 1997-10,Japan,195350 1998-1,Japan,205468 1998-4,Japan,168520 1998-7,Japan,200860 1998-10,Japan,176235 1999-1,Japan,193822 1999-4,Japan,154860 1999-7,Japan,188080 1999-10,Japan,170689 2000-1,Japan,192023 2000-4,Japan,154701 2000-7,Japan,182130 2000-10,Japan,192135 2001-1,Japan,193645 2001-4,Japan,156303 2001-7,Japan,186861 2001-10,Japan,136748 2002-1,Japan,177263 2002-4,Japan,158357 2002-7,Japan,183821 2002-10,Japan,196006 2003-1,Japan,176132 2003-4,Japan,102633 2003-7,Japan,156396 2003-10,Japan,192591 2004-1,Japan,185175 2004-4,Japan,153363 2004-7,Japan,181659 2004-10,Japan,190143 2005-1,Japan,193547 2005-4,Japan,135461 2005-7,Japan,176242 2005-10,Japan,180085 2006-1,Japan,189187 2006-4,Japan,128920 2006-7,Japan,163649 2006-10,Japan,169314 2007-1,Japan,165823 2007-4,Japan,111484 2007-7,Japan,149065 2007-10,Japan,146673 2008-1,Japan,136544 2008-4,Japan,88879 2008-7,Japan,121951 2008-10,Japan,109858 2009-1,Japan,106123 2009-4,Japan,65748 2009-7,Japan,88371 2009-10,Japan,95214 2010-1,Japan,109072 2010-4,Japan,71253 2010-7,Japan,117876 2010-10,Japan,99987 2011-1,Japan,92889 2011-4,Japan,53397 2011-7,Japan,96467 2011-10,Japan,89900 2012-1,Japan,98180 2012-4,Japan,59760 2012-7,Japan,101900 1981-1,NZ,49140 1981-4,NZ,87467 1981-7,NZ,85841 1981-10,NZ,61882 1982-1,NZ,42045 1982-4,NZ,63081 1982-7,NZ,73275 1982-10,NZ,54808 1983-1,NZ,41030 1983-4,NZ,56155 1983-7,NZ,69395 1983-10,NZ,58423 1984-1,NZ,37039 1984-4,NZ,71564 1984-7,NZ,71260 1984-10,NZ,54597 1985-1,NZ,41646 1985-4,NZ,63668 1985-7,NZ,67803 1985-10,NZ,72177 1986-1,NZ,55192 1986-4,NZ,89073 1986-7,NZ,97746 1986-10,NZ,94696 1987-1,NZ,71130 1987-4,NZ,111416 1987-7,NZ,127619 1987-10,NZ,117078 1988-1,NZ,90498 1988-4,NZ,135435 1988-7,NZ,176899 1988-10,NZ,131457 1989-1,NZ,83029 1989-4,NZ,111748 1989-7,NZ,128510 1989-10,NZ,126021 1990-1,NZ,75584 1990-4,NZ,109472 1990-7,NZ,122164 1990-10,NZ,111222 1991-1,NZ,90067 1991-4,NZ,114050 1991-7,NZ,152662 1991-10,NZ,123821 1992-1,NZ,75376 1992-4,NZ,107369 1992-7,NZ,128550 1992-10,NZ,136250 1993-1,NZ,90758 1993-4,NZ,124972 1993-7,NZ,153153 1993-10,NZ,130393 1994-1,NZ,90095 1994-4,NZ,113799 1994-7,NZ,148605 1994-10,NZ,127879 1995-1,NZ,95295 1995-4,NZ,130073 1995-7,NZ,166383 1995-10,NZ,146632 1996-1,NZ,132410 1996-4,NZ,166735 1996-7,NZ,205120 1996-10,NZ,167569 1997-1,NZ,142502 1997-4,NZ,160522 1997-7,NZ,205250 1997-10,NZ,177366 1998-1,NZ,128179 1998-4,NZ,184943 1998-7,NZ,212263 1998-10,NZ,183996 1999-1,NZ,143015 1999-4,NZ,179577 1999-7,NZ,215732 1999-10,NZ,190461 2000-1,NZ,154537 2000-4,NZ,212401 2000-7,NZ,229048 2000-10,NZ,221071 2001-1,NZ,162480 2001-4,NZ,215840 2001-7,NZ,233074 2001-10,NZ,203493 2002-1,NZ,159879 2002-4,NZ,191215 2002-7,NZ,226008 2002-10,NZ,213000 2003-1,NZ,150700 2003-4,NZ,203400 2003-7,NZ,241800 2003-10,NZ,243200 2004-1,NZ,188873 2004-4,NZ,252262 2004-7,NZ,312956 2004-10,NZ,278709 2005-1,NZ,219527 2005-4,NZ,270782 2005-7,NZ,325633 2005-10,NZ,282908 2006-1,NZ,212323 2006-4,NZ,269964 2006-7,NZ,307149 2006-10,NZ,286361 2007-1,NZ,219885 2007-4,NZ,301654 2007-7,NZ,320737 2007-10,NZ,295727 2008-1,NZ,222770 2008-4,NZ,282076 2008-7,NZ,304979 2008-10,NZ,303481 2009-1,NZ,221287 2009-4,NZ,275761 2009-7,NZ,311431 2009-10,NZ,301983 2010-1,NZ,228162 2010-4,NZ,281791 2010-7,NZ,330812 2010-10,NZ,320897 2011-1,NZ,239103 2011-4,NZ,292072 2011-7,NZ,311994 2011-10,NZ,329470 2012-1,NZ,247910 2012-4,NZ,301880 2012-7,NZ,319840 1981-1,UK,45266 1981-4,UK,19886 1981-7,UK,24839 1981-10,UK,52264 1982-1,UK,53636 1982-4,UK,34802 1982-7,UK,31126 1982-10,UK,53619 1983-1,UK,43423 1983-4,UK,23421 1983-7,UK,29142 1983-10,UK,51771 1984-1,UK,44182 1984-4,UK,24920 1984-7,UK,27566 1984-10,UK,48880 1985-1,UK,49563 1985-4,UK,23867 1985-7,UK,25895 1985-10,UK,54092 1986-1,UK,54903 1986-4,UK,26089 1986-7,UK,28248 1986-10,UK,66813 1987-1,UK,61167 1987-4,UK,32400 1987-7,UK,33287 1987-10,UK,72115 1988-1,UK,81925 1988-4,UK,42091 1988-7,UK,46253 1988-10,UK,90062 1989-1,UK,84191 1989-4,UK,48709 1989-7,UK,46905 1989-10,UK,93075 1990-1,UK,81185 1990-4,UK,53693 1990-7,UK,48037 1990-10,UK,94827 1991-1,UK,79365 1991-4,UK,52961 1991-7,UK,42366 1991-10,UK,89041 1992-1,UK,87850 1992-4,UK,57261 1992-7,UK,51058 1992-10,UK,93736 1993-1,UK,95137 1993-4,UK,55661 1993-7,UK,56400 1993-10,UK,103089 1994-1,UK,100250 1994-4,UK,57464 1994-7,UK,61831 1994-10,UK,115736 1995-1,UK,112684 1995-4,UK,64209 1995-7,UK,59287 1995-10,UK,111719 1996-1,UK,108173 1996-4,UK,64632 1996-7,UK,64742 1996-10,UK,129994 1997-1,UK,126261 1997-4,UK,65146 1997-7,UK,74071 1997-10,UK,145139 1998-1,UK,143115 1998-4,UK,82747 1998-7,UK,78303 1998-10,UK,163356 1999-1,UK,160239 1999-4,UK,81152 1999-7,UK,107941 1999-10,UK,179102 2000-1,UK,161953 2000-4,UK,105394 2000-7,UK,107231 2000-10,UK,205874 2001-1,UK,184901 2001-4,UK,107454 2001-7,UK,121889 2001-10,UK,202988 2002-1,UK,206655 2002-4,UK,95564 2002-7,UK,115950 2002-10,UK,224496 2003-1,UK,196276 2003-4,UK,107563 2003-7,UK,125171 2003-10,UK,243894 2004-1,UK,205423 2004-4,UK,111924 2004-7,UK,125132 2004-10,UK,233761 2005-1,UK,235242 2005-4,UK,105370 2005-7,UK,131141 2005-10,UK,237053 2006-1,UK,224933 2006-4,UK,116211 2006-7,UK,123808 2006-10,UK,269292 2007-1,UK,231686 2007-4,UK,108543 2007-7,UK,122734 2007-10,UK,226031 2008-1,UK,230109 2008-4,UK,107430 2008-7,UK,115758 2008-10,UK,218864 2009-1,UK,210109 2009-4,UK,113973 2009-7,UK,116517 2009-10,UK,223178 2010-1,UK,213568 2010-4,UK,99497 2010-7,UK,108208 2010-10,UK,225395 2011-1,UK,188560 2011-4,UK,110212 2011-7,UK,107089 2011-10,UK,202240 2012-1,UK,194640 2012-4,UK,92970 2012-7,UK,101690 1981-1,US,32316 1981-4,US,23721 1981-7,US,24533 1981-10,US,33438 1982-1,US,33527 1982-4,US,28366 1982-7,US,30856 1982-10,US,33293 1983-1,US,32472 1983-4,US,32369 1983-7,US,37476 1983-10,US,38112 1984-1,US,42553 1984-4,US,41277 1984-7,US,33056 1984-10,US,44472 1985-1,US,47792 1985-4,US,43070 1985-7,US,41116 1985-10,US,65428 1986-1,US,59377 1986-4,US,53283 1986-7,US,48510 1986-10,US,85878 1987-1,US,84130 1987-4,US,64347 1987-7,US,65976 1987-10,US,96165 1988-1,US,78609 1988-4,US,69306 1988-7,US,86267 1988-10,US,92738 1989-1,US,73321 1989-4,US,59819 1989-7,US,60868 1989-10,US,67761 1990-1,US,67637 1990-4,US,56153 1990-7,US,58783 1990-10,US,69018 1991-1,US,63235 1991-4,US,56691 1991-7,US,85473 1991-10,US,66332 1992-1,US,69861 1992-4,US,61501 1992-7,US,57869 1992-10,US,73632 1993-1,US,76323 1993-4,US,62718 1993-7,US,64731 1993-10,US,77495 1994-1,US,81428 1994-4,US,63554 1994-7,US,66505 1994-10,US,78190 1995-1,US,83047 1995-4,US,67448 1995-7,US,69234 1995-10,US,85160 1996-1,US,84995 1996-4,US,71005 1996-7,US,71412 1996-10,US,89483 1997-1,US,87405 1997-4,US,73061 1997-7,US,79986 1997-10,US,89141 1998-1,US,101167 1998-4,US,85384 1998-7,US,82586 1998-10,US,104760 1999-1,US,113860 1999-4,US,92494 1999-7,US,95001 1999-10,US,115704 2000-1,US,118840 2000-4,US,107313 2000-7,US,131833 2000-10,US,130100 2001-1,US,126702 2001-4,US,113471 2001-7,US,105239 2001-10,US,101058 2002-1,US,121127 2002-4,US,97016 2002-7,US,102261 2002-10,US,114103 2003-1,US,112908 2003-4,US,94212 2003-7,US,102961 2003-10,US,112039 2004-1,US,114017 2004-4,US,101065 2004-7,US,105884 2004-10,US,112335 2005-1,US,122725 2005-4,US,104542 2005-7,US,107725 2005-10,US,111286 2006-1,US,123608 2006-4,US,109865 2006-7,US,107787 2006-10,US,114824 2007-1,US,124677 2007-4,US,108089 2007-7,US,107738 2007-10,US,119189 2008-1,US,128066 2008-4,US,99471 2008-7,US,111243 2008-10,US,115636 2009-1,US,119158 2009-4,US,105507 2009-7,US,118979 2009-10,US,136094 2010-1,US,127535 2010-4,US,105974 2010-7,US,111615 2010-10,US,127002 2011-1,US,125264 2011-4,US,101814 2011-7,US,101925 2011-10,US,127150 2012-1,US,129520 2012-4,US,105700 2012-7,US,106540 ================================================ FILE: tests/data/concrete_strength.csv ================================================ id,cement,slag,flyAsh,water,superPlasticizer,coarseAggregate,fineAggregate,age,concrete_strength 0,540.0,0.0,0.0,162.0,2.5,1040.0,676.0,28,79.99 1,540.0,0.0,0.0,162.0,2.5,1055.0,676.0,28,61.89 2,332.5,142.5,0.0,228.0,0.0,932.0,594.0,270,40.27 3,332.5,142.5,0.0,228.0,0.0,932.0,594.0,365,41.05 4,198.6,132.4,0.0,192.0,0.0,978.4,825.5,360,44.3 5,266.0,114.0,0.0,228.0,0.0,932.0,670.0,90,47.03 6,380.0,95.0,0.0,228.0,0.0,932.0,594.0,365,43.7 7,380.0,95.0,0.0,228.0,0.0,932.0,594.0,28,36.45 8,266.0,114.0,0.0,228.0,0.0,932.0,670.0,28,45.85 9,475.0,0.0,0.0,228.0,0.0,932.0,594.0,28,39.29 10,198.6,132.4,0.0,192.0,0.0,978.4,825.5,90,38.07 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168,469.0,117.2,0.0,137.8,32.2,852.1,840.5,91,70.7 169,425.0,106.3,0.0,153.5,16.5,852.1,887.1,91,65.2 170,388.6,97.1,0.0,157.9,12.1,852.1,925.7,91,57.6 171,531.3,0.0,0.0,141.8,28.2,852.1,893.7,91,59.2 172,425.0,106.3,0.0,153.5,16.5,852.1,887.1,91,65.2 173,318.8,212.5,0.0,155.7,14.3,852.1,880.4,91,68.1 174,401.8,94.7,0.0,147.4,11.4,946.8,852.1,91,75.5 175,362.6,189.0,0.0,164.9,11.6,944.7,755.8,91,79.3 176,379.5,151.2,0.0,153.9,15.9,1134.3,605.0,91,56.5 177,362.6,189.0,0.0,164.9,11.6,944.7,755.8,91,79.3 178,286.3,200.9,0.0,144.7,11.2,1004.6,803.7,91,76.8 179,362.6,189.0,0.0,164.9,11.6,944.7,755.8,91,79.3 180,439.0,177.0,0.0,186.0,11.1,884.9,707.9,91,73.3 181,389.9,189.0,0.0,145.9,22.0,944.7,755.8,91,82.6 182,362.6,189.0,0.0,164.9,11.6,944.7,755.8,91,79.3 183,337.9,189.0,0.0,174.9,9.5,944.7,755.8,91,67.8 184,222.4,0.0,96.7,189.3,4.5,967.1,870.3,3,11.58 185,222.4,0.0,96.7,189.3,4.5,967.1,870.3,14,24.45 186,222.4,0.0,96.7,189.3,4.5,967.1,870.3,28,24.89 187,222.4,0.0,96.7,189.3,4.5,967.1,870.3,56,29.45 188,222.4,0.0,96.7,189.3,4.5,967.1,870.3,100,40.71 189,233.8,0.0,94.6,197.9,4.6,947.0,852.2,3,10.38 190,233.8,0.0,94.6,197.9,4.6,947.0,852.2,14,22.14 191,233.8,0.0,94.6,197.9,4.6,947.0,852.2,28,22.84 192,233.8,0.0,94.6,197.9,4.6,947.0,852.2,56,27.66 193,233.8,0.0,94.6,197.9,4.6,947.0,852.2,100,34.56 194,194.7,0.0,100.5,165.6,7.5,1006.4,905.9,3,12.45 195,194.7,0.0,100.5,165.6,7.5,1006.4,905.9,14,24.99 196,194.7,0.0,100.5,165.6,7.5,1006.4,905.9,28,25.72 197,194.7,0.0,100.5,165.6,7.5,1006.4,905.9,56,33.96 198,194.7,0.0,100.5,165.6,7.5,1006.4,905.9,100,37.34 199,190.7,0.0,125.4,162.1,7.8,1090.0,804.0,3,15.04 200,190.7,0.0,125.4,162.1,7.8,1090.0,804.0,14,21.06 201,190.7,0.0,125.4,162.1,7.8,1090.0,804.0,28,26.4 202,190.7,0.0,125.4,162.1,7.8,1090.0,804.0,56,35.34 203,190.7,0.0,125.4,162.1,7.8,1090.0,804.0,100,40.57 204,212.1,0.0,121.6,180.3,5.7,1057.6,779.3,3,12.47 205,212.1,0.0,121.6,180.3,5.7,1057.6,779.3,14,20.92 206,212.1,0.0,121.6,180.3,5.7,1057.6,779.3,28,24.9 207,212.1,0.0,121.6,180.3,5.7,1057.6,779.3,56,34.2 208,212.1,0.0,121.6,180.3,5.7,1057.6,779.3,100,39.61 209,230.0,0.0,118.3,195.5,4.6,1029.4,758.6,3,10.03 210,230.0,0.0,118.3,195.5,4.6,1029.4,758.6,14,20.08 211,230.0,0.0,118.3,195.5,4.6,1029.4,758.6,28,24.48 212,230.0,0.0,118.3,195.5,4.6,1029.4,758.6,56,31.54 213,230.0,0.0,118.3,195.5,4.6,1029.4,758.6,100,35.34 214,190.3,0.0,125.2,161.9,9.9,1088.1,802.6,3,9.45 215,190.3,0.0,125.2,161.9,9.9,1088.1,802.6,14,22.72 216,190.3,0.0,125.2,161.9,9.9,1088.1,802.6,28,28.47 217,190.3,0.0,125.2,161.9,9.9,1088.1,802.6,56,38.56 218,190.3,0.0,125.2,161.9,9.9,1088.1,802.6,100,40.39 219,166.1,0.0,163.3,176.5,4.5,1058.6,780.1,3,10.76 220,166.1,0.0,163.3,176.5,4.5,1058.6,780.1,14,25.48 221,166.1,0.0,163.3,176.5,4.5,1058.6,780.1,28,21.54 222,166.1,0.0,163.3,176.5,4.5,1058.6,780.1,56,28.63 223,166.1,0.0,163.3,176.5,4.5,1058.6,780.1,100,33.54 224,168.0,42.1,163.8,121.8,5.7,1058.7,780.1,3,7.75 225,168.0,42.1,163.8,121.8,5.7,1058.7,780.1,14,17.82 226,168.0,42.1,163.8,121.8,5.7,1058.7,780.1,28,24.24 227,168.0,42.1,163.8,121.8,5.7,1058.7,780.1,56,32.85 228,168.0,42.1,163.8,121.8,5.7,1058.7,780.1,100,39.23 229,213.7,98.1,24.5,181.7,6.9,1065.8,785.4,3,18.0 230,213.7,98.1,24.5,181.7,6.9,1065.8,785.4,14,30.39 231,213.7,98.1,24.5,181.7,6.9,1065.8,785.4,28,45.71 232,213.7,98.1,24.5,181.7,6.9,1065.8,785.4,56,50.77 233,213.7,98.1,24.5,181.7,6.9,1065.8,785.4,100,53.9 234,213.8,98.1,24.5,181.7,6.7,1066.0,785.5,3,13.18 235,213.8,98.1,24.5,181.7,6.7,1066.0,785.5,14,17.84 236,213.8,98.1,24.5,181.7,6.7,1066.0,785.5,28,40.23 237,213.8,98.1,24.5,181.7,6.7,1066.0,785.5,56,47.13 238,213.8,98.1,24.5,181.7,6.7,1066.0,785.5,100,49.97 239,229.7,0.0,118.2,195.2,6.1,1028.1,757.6,3,13.36 240,229.7,0.0,118.2,195.2,6.1,1028.1,757.6,14,22.32 241,229.7,0.0,118.2,195.2,6.1,1028.1,757.6,28,24.54 242,229.7,0.0,118.2,195.2,6.1,1028.1,757.6,56,31.35 243,229.7,0.0,118.2,195.2,6.1,1028.1,757.6,100,40.86 244,238.1,0.0,94.1,186.7,7.0,949.9,847.0,3,19.93 245,238.1,0.0,94.1,186.7,7.0,949.9,847.0,14,25.69 246,238.1,0.0,94.1,186.7,7.0,949.9,847.0,28,30.23 247,238.1,0.0,94.1,186.7,7.0,949.9,847.0,56,39.59 248,238.1,0.0,94.1,186.7,7.0,949.9,847.0,100,44.3 249,250.0,0.0,95.7,187.4,5.5,956.9,861.2,3,13.82 250,250.0,0.0,95.7,187.4,5.5,956.9,861.2,14,24.92 251,250.0,0.0,95.7,187.4,5.5,956.9,861.2,28,29.22 252,250.0,0.0,95.7,187.4,5.5,956.9,861.2,56,38.33 253,250.0,0.0,95.7,187.4,5.5,956.9,861.2,100,42.35 254,212.5,0.0,100.4,159.3,8.7,1007.8,903.6,3,13.54 255,212.5,0.0,100.4,159.3,8.7,1007.8,903.6,14,26.31 256,212.5,0.0,100.4,159.3,8.7,1007.8,903.6,28,31.64 257,212.5,0.0,100.4,159.3,8.7,1007.8,903.6,56,42.55 258,212.5,0.0,100.4,159.3,8.7,1007.8,903.6,100,42.92 259,212.6,0.0,100.4,159.4,10.4,1003.8,903.8,3,13.33 260,212.6,0.0,100.4,159.4,10.4,1003.8,903.8,14,25.37 261,212.6,0.0,100.4,159.4,10.4,1003.8,903.8,28,37.4 262,212.6,0.0,100.4,159.4,10.4,1003.8,903.8,56,44.4 263,212.6,0.0,100.4,159.4,10.4,1003.8,903.8,100,47.74 264,212.0,0.0,124.8,159.0,7.8,1085.4,799.5,3,19.52 265,212.0,0.0,124.8,159.0,7.8,1085.4,799.5,14,31.35 266,212.0,0.0,124.8,159.0,7.8,1085.4,799.5,28,38.5 267,212.0,0.0,124.8,159.0,7.8,1085.4,799.5,56,45.08 268,212.0,0.0,124.8,159.0,7.8,1085.4,799.5,100,47.82 269,231.8,0.0,121.6,174.0,6.7,1056.4,778.5,3,15.44 270,231.8,0.0,121.6,174.0,6.7,1056.4,778.5,14,26.77 271,231.8,0.0,121.6,174.0,6.7,1056.4,778.5,28,33.73 272,231.8,0.0,121.6,174.0,6.7,1056.4,778.5,56,42.7 273,231.8,0.0,121.6,174.0,6.7,1056.4,778.5,100,45.84 274,251.4,0.0,118.3,188.5,5.8,1028.4,757.7,3,17.22 275,251.4,0.0,118.3,188.5,5.8,1028.4,757.7,14,29.93 276,251.4,0.0,118.3,188.5,5.8,1028.4,757.7,28,29.65 277,251.4,0.0,118.3,188.5,5.8,1028.4,757.7,56,36.97 278,251.4,0.0,118.3,188.5,5.8,1028.4,757.7,100,43.58 279,251.4,0.0,118.3,188.5,6.4,1028.4,757.7,3,13.12 280,251.4,0.0,118.3,188.5,6.4,1028.4,757.7,14,24.43 281,251.4,0.0,118.3,188.5,6.4,1028.4,757.7,28,32.66 282,251.4,0.0,118.3,188.5,6.4,1028.4,757.7,56,36.64 283,251.4,0.0,118.3,188.5,6.4,1028.4,757.7,100,44.21 284,181.4,0.0,167.0,169.6,7.6,1055.6,777.8,3,13.62 285,181.4,0.0,167.0,169.6,7.6,1055.6,777.8,14,21.6 286,181.4,0.0,167.0,169.6,7.6,1055.6,777.8,28,27.77 287,181.4,0.0,167.0,169.6,7.6,1055.6,777.8,56,35.57 288,181.4,0.0,167.0,169.6,7.6,1055.6,777.8,100,45.37 289,182.0,45.2,122.0,170.2,8.2,1059.4,780.7,3,7.32 290,182.0,45.2,122.0,170.2,8.2,1059.4,780.7,14,21.5 291,182.0,45.2,122.0,170.2,8.2,1059.4,780.7,28,31.27 292,182.0,45.2,122.0,170.2,8.2,1059.4,780.7,56,43.5 293,182.0,45.2,122.0,170.2,8.2,1059.4,780.7,100,48.67 294,168.9,42.2,124.3,158.3,10.8,1080.8,796.2,3,7.4 295,168.9,42.2,124.3,158.3,10.8,1080.8,796.2,14,23.51 296,168.9,42.2,124.3,158.3,10.8,1080.8,796.2,28,31.12 297,168.9,42.2,124.3,158.3,10.8,1080.8,796.2,56,39.15 298,168.9,42.2,124.3,158.3,10.8,1080.8,796.2,100,48.15 299,290.4,0.0,96.2,168.1,9.4,961.2,865.0,3,22.5 300,290.4,0.0,96.2,168.1,9.4,961.2,865.0,14,34.67 301,290.4,0.0,96.2,168.1,9.4,961.2,865.0,28,34.74 302,290.4,0.0,96.2,168.1,9.4,961.2,865.0,56,45.08 303,290.4,0.0,96.2,168.1,9.4,961.2,865.0,100,48.97 304,277.1,0.0,97.4,160.6,11.8,973.9,875.6,3,23.14 305,277.1,0.0,97.4,160.6,11.8,973.9,875.6,14,41.89 306,277.1,0.0,97.4,160.6,11.8,973.9,875.6,28,48.28 307,277.1,0.0,97.4,160.6,11.8,973.9,875.6,56,51.04 308,277.1,0.0,97.4,160.6,11.8,973.9,875.6,100,55.64 309,295.7,0.0,95.6,171.5,8.9,955.1,859.2,3,22.95 310,295.7,0.0,95.6,171.5,8.9,955.1,859.2,14,35.23 311,295.7,0.0,95.6,171.5,8.9,955.1,859.2,28,39.94 312,295.7,0.0,95.6,171.5,8.9,955.1,859.2,56,48.72 313,295.7,0.0,95.6,171.5,8.9,955.1,859.2,100,52.04 314,251.8,0.0,99.9,146.1,12.4,1006.0,899.8,3,21.02 315,251.8,0.0,99.9,146.1,12.4,1006.0,899.8,14,33.36 316,251.8,0.0,99.9,146.1,12.4,1006.0,899.8,28,33.94 317,251.8,0.0,99.9,146.1,12.4,1006.0,899.8,56,44.14 318,251.8,0.0,99.9,146.1,12.4,1006.0,899.8,100,45.37 319,249.1,0.0,98.8,158.1,12.8,987.8,889.0,3,15.36 320,249.1,0.0,98.8,158.1,12.8,987.8,889.0,14,28.68 321,249.1,0.0,98.8,158.1,12.8,987.8,889.0,28,30.85 322,249.1,0.0,98.8,158.1,12.8,987.8,889.0,56,42.03 323,249.1,0.0,98.8,158.1,12.8,987.8,889.0,100,51.06 324,252.3,0.0,98.8,146.3,14.2,987.8,889.0,3,21.78 325,252.3,0.0,98.8,146.3,14.2,987.8,889.0,14,42.29 326,252.3,0.0,98.8,146.3,14.2,987.8,889.0,28,50.6 327,252.3,0.0,98.8,146.3,14.2,987.8,889.0,56,55.83 328,252.3,0.0,98.8,146.3,14.2,987.8,889.0,100,60.95 329,246.8,0.0,125.1,143.3,12.0,1086.8,800.9,3,23.52 330,246.8,0.0,125.1,143.3,12.0,1086.8,800.9,14,42.22 331,246.8,0.0,125.1,143.3,12.0,1086.8,800.9,28,52.5 332,246.8,0.0,125.1,143.3,12.0,1086.8,800.9,56,60.32 333,246.8,0.0,125.1,143.3,12.0,1086.8,800.9,100,66.42 334,275.1,0.0,121.4,159.5,9.9,1053.6,777.5,3,23.8 335,275.1,0.0,121.4,159.5,9.9,1053.6,777.5,14,38.77 336,275.1,0.0,121.4,159.5,9.9,1053.6,777.5,28,51.33 337,275.1,0.0,121.4,159.5,9.9,1053.6,777.5,56,56.85 338,275.1,0.0,121.4,159.5,9.9,1053.6,777.5,100,58.61 339,297.2,0.0,117.5,174.8,9.5,1022.8,753.5,3,21.91 340,297.2,0.0,117.5,174.8,9.5,1022.8,753.5,14,36.99 341,297.2,0.0,117.5,174.8,9.5,1022.8,753.5,28,47.4 342,297.2,0.0,117.5,174.8,9.5,1022.8,753.5,56,51.96 343,297.2,0.0,117.5,174.8,9.5,1022.8,753.5,100,56.74 344,213.7,0.0,174.7,154.8,10.2,1053.5,776.4,3,17.57 345,213.7,0.0,174.7,154.8,10.2,1053.5,776.4,14,33.73 346,213.7,0.0,174.7,154.8,10.2,1053.5,776.4,28,40.15 347,213.7,0.0,174.7,154.8,10.2,1053.5,776.4,56,46.64 348,213.7,0.0,174.7,154.8,10.2,1053.5,776.4,100,50.08 349,213.5,0.0,174.2,154.6,11.7,1052.3,775.5,3,17.37 350,213.5,0.0,174.2,154.6,11.7,1052.3,775.5,14,33.7 351,213.5,0.0,174.2,154.6,11.7,1052.3,775.5,28,45.94 352,213.5,0.0,174.2,154.6,11.7,1052.3,775.5,56,51.43 353,213.5,0.0,174.2,154.6,11.7,1052.3,775.5,100,59.3 354,277.2,97.8,24.5,160.7,11.2,1061.7,782.5,3,30.45 355,277.2,97.8,24.5,160.7,11.2,1061.7,782.5,14,47.71 356,277.2,97.8,24.5,160.7,11.2,1061.7,782.5,28,63.14 357,277.2,97.8,24.5,160.7,11.2,1061.7,782.5,56,66.82 358,277.2,97.8,24.5,160.7,11.2,1061.7,782.5,100,66.95 359,218.2,54.6,123.8,140.8,11.9,1075.7,792.7,3,27.42 360,218.2,54.6,123.8,140.8,11.9,1075.7,792.7,14,35.96 361,218.2,54.6,123.8,140.8,11.9,1075.7,792.7,28,55.51 362,218.2,54.6,123.8,140.8,11.9,1075.7,792.7,56,61.99 363,218.2,54.6,123.8,140.8,11.9,1075.7,792.7,100,63.53 364,214.9,53.8,121.9,155.6,9.6,1014.3,780.6,3,18.02 365,214.9,53.8,121.9,155.6,9.6,1014.3,780.6,14,38.6 366,214.9,53.8,121.9,155.6,9.6,1014.3,780.6,28,52.2 367,214.9,53.8,121.9,155.6,9.6,1014.3,780.6,56,53.96 368,214.9,53.8,121.9,155.6,9.6,1014.3,780.6,100,56.63 369,218.9,0.0,124.1,158.5,11.3,1078.7,794.9,3,15.34 370,218.9,0.0,124.1,158.5,11.3,1078.7,794.9,14,26.05 371,218.9,0.0,124.1,158.5,11.3,1078.7,794.9,28,30.22 372,218.9,0.0,124.1,158.5,11.3,1078.7,794.9,56,37.27 373,218.9,0.0,124.1,158.5,11.3,1078.7,794.9,100,46.23 374,376.0,0.0,0.0,214.6,0.0,1003.5,762.4,3,16.28 375,376.0,0.0,0.0,214.6,0.0,1003.5,762.4,14,25.62 376,376.0,0.0,0.0,214.6,0.0,1003.5,762.4,28,31.97 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434,178.0,129.8,118.6,179.9,3.6,1007.3,746.8,28,39.16 435,167.4,129.9,128.6,175.5,7.8,1006.3,746.6,28,41.2 436,172.4,13.6,172.4,156.8,4.1,1006.3,856.4,28,33.69 437,173.5,50.1,173.5,164.8,6.5,1006.2,793.5,28,38.2 438,167.0,75.4,167.0,164.0,7.9,1007.3,770.1,28,41.41 439,173.8,93.4,159.9,172.3,9.7,1007.2,746.6,28,37.81 440,190.3,0.0,125.2,166.6,9.9,1079.0,798.9,28,24.85 441,250.0,0.0,95.7,191.8,5.3,948.9,857.2,28,27.22 442,213.5,0.0,174.2,159.2,11.7,1043.6,771.9,28,44.64 443,194.7,0.0,100.5,170.2,7.5,998.0,901.8,28,37.27 444,251.4,0.0,118.3,192.9,5.8,1043.6,754.3,28,33.27 445,165.0,0.0,143.6,163.8,0.0,1005.6,900.9,56,36.56 446,165.0,128.5,132.1,175.1,8.1,1005.8,746.6,56,53.72 447,178.0,129.8,118.6,179.9,3.6,1007.3,746.8,56,48.59 448,167.4,129.9,128.6,175.5,7.8,1006.3,746.6,56,51.72 449,172.4,13.6,172.4,156.8,4.1,1006.3,856.4,56,35.85 450,173.5,50.1,173.5,164.8,6.5,1006.2,793.5,56,53.77 451,167.0,75.4,167.0,164.0,7.9,1007.3,770.1,56,53.46 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470,251.4,0.0,118.3,192.9,5.8,1043.6,754.3,100,40.15 471,446.0,24.0,79.0,162.0,11.6,967.0,712.0,28,57.03 472,446.0,24.0,79.0,162.0,11.6,967.0,712.0,28,44.42 473,446.0,24.0,79.0,162.0,11.6,967.0,712.0,28,51.02 474,446.0,24.0,79.0,162.0,10.3,967.0,712.0,28,53.39 475,446.0,24.0,79.0,162.0,11.6,967.0,712.0,3,35.36 476,446.0,24.0,79.0,162.0,11.6,967.0,712.0,3,25.02 477,446.0,24.0,79.0,162.0,11.6,967.0,712.0,3,23.35 478,446.0,24.0,79.0,162.0,11.6,967.0,712.0,7,52.01 479,446.0,24.0,79.0,162.0,11.6,967.0,712.0,7,38.02 480,446.0,24.0,79.0,162.0,11.6,967.0,712.0,7,39.3 481,446.0,24.0,79.0,162.0,11.6,967.0,712.0,56,61.07 482,446.0,24.0,79.0,162.0,11.6,967.0,712.0,56,56.14 483,446.0,24.0,79.0,162.0,11.6,967.0,712.0,56,55.25 484,446.0,24.0,79.0,162.0,10.3,967.0,712.0,56,54.77 485,387.0,20.0,94.0,157.0,14.3,938.0,845.0,28,50.24 486,387.0,20.0,94.0,157.0,13.9,938.0,845.0,28,46.68 487,387.0,20.0,94.0,157.0,11.6,938.0,845.0,28,46.68 488,387.0,20.0,94.0,157.0,14.3,938.0,845.0,3,22.75 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1013,355.9,0.0,141.6,193.3,11.0,801.4,778.4,28,40.87 1014,132.0,206.5,160.9,178.9,5.5,866.9,735.6,28,33.31 1015,322.5,148.6,0.0,185.8,8.5,951.0,709.5,28,52.43 1016,164.2,0.0,200.1,181.2,12.6,849.3,846.0,28,15.09 1017,313.8,0.0,112.6,169.9,10.1,925.3,782.9,28,38.46 1018,321.4,0.0,127.9,182.5,11.5,870.1,779.7,28,37.27 1019,139.7,163.9,127.7,236.7,5.8,868.6,655.6,28,35.23 1020,288.4,121.0,0.0,177.4,7.0,907.9,829.5,28,42.14 1021,298.2,0.0,107.0,209.7,11.1,879.6,744.2,28,31.88 1022,264.5,111.0,86.5,195.5,5.9,832.6,790.4,28,41.54 1023,159.8,250.0,0.0,168.4,12.2,1049.3,688.2,28,39.46 1024,166.0,259.7,0.0,183.2,12.7,858.8,826.8,28,37.92 1025,276.4,116.0,90.3,179.6,8.9,870.1,768.3,28,44.28 1026,322.2,0.0,115.6,196.0,10.4,817.9,813.4,28,31.18 1027,148.5,139.4,108.6,192.7,6.1,892.4,780.0,28,23.7 1028,159.1,186.7,0.0,175.6,11.3,989.6,788.9,28,32.77 1029,260.9,100.5,78.3,200.6,8.6,864.5,761.5,28,32.4 ================================================ FILE: tests/data/hdi.csv ================================================ Population,Area (sq. mi.),Pop. Density ,GDP ($ per capita),Literacy (%),Infant mortality ,Development Index 9944201,1284000,7.7,1200,47.5,93.82,2 5450661,43094,126.5,31100,100,4.56,4 26783383,437072,61.3,1500,40.4,50.25,2 9439,102,92.5,3400,97,7.35,4 3431932,176220,19.5,12800,98,11.95,3 2050554,25333,80.9,6700,99,10.09,3 33098932,9984670,3.3,29800,97,4.75,4 47246,1399,33.8,22000,99,6.24,4 453125,28,16183,19400,94.5,4.39,4 44187637,1219912,36.2,10700,86.4,61.81,2 303770,13940,21.8,16700,95.6,25.21,3 13547510,283560,47.8,3300,92.5,23.66,3 28302603,1285220,22,5100,90.9,31.94,3 274578,4167,65.9,17500,98,8.44,4 34707817,582650,59.6,1000,85.1,61.47,2 40397842,504782,80,22000,97.9,4.42,4 168458,616,273.5,5400,67,13.53,3 28287147,147181,192.2,1400,45.2,66.98,2 82459,477,172.9,12500,97,7.11,4 21456188,527970,40.6,800,50.2,61.5,2 6352117,20770,305.8,19800,95.4,7.03,4 10175014,163610,62.2,6900,74.2,24.77,3 82422299,357021,230.9,27600,99,4.16,4 8863338,637657,13.9,500,37.8,116.7,1 1442029,36120,39.9,800,42.4,107.17,1 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1,0,0.90608,-0.01657,0.98122,-0.01989,0.95691,-0.03646,0.85746,0.00110,0.89724,-0.03315,0.89061,-0.01436,0.90608,-0.04530,0.91381,-0.00884,0.80773,-0.12928,0.88729,0.01215,0.92155,-0.02320,0.91050,-0.02099,0.89147,-0.07760,0.82983,-0.17238,0.96022,-0.03757,0.87403,-0.16243,g 1,0,0.84710,0.13533,0.73638,-0.06151,0.87873,0.08260,0.88928,-0.09139,0.78735,0.06678,0.80668,-0.00351,0.79262,-0.01054,0.85764,-0.04569,0.87170,-0.03515,0.81722,-0.09490,0.71002,0.04394,0.86467,-0.15114,0.81147,-0.04822,0.78207,-0.00703,0.75747,-0.06678,0.85764,-0.06151,g ================================================ FILE: tests/data/tripadvisor_binary_sample.csv ================================================ Review,Label "nice hotel expensive parking got good deal stay hotel anniversary, arrived late evening took advice previous reviews did valet parking, check quick easy, little disappointed non-existent view room room clean nice size, bed comfortable woke stiff neck high pillows, not soundproof like heard music room night morning loud bangs doors opening closing hear people talking hallway, maybe just noisy neighbors, aveda bath products nice, did not goldfish stay nice touch taken advantage staying longer, location great walking distance shopping, overall nice experience having pay 40 parking night, ",positive "ok nothing special charge diamond member hilton decided chain shot 20th anniversary seattle, start booked suite paid extra website description not, suite bedroom bathroom standard hotel room, took printed reservation desk showed said things like tv couch ect desk clerk told oh mixed suites description kimpton website sorry free breakfast, got kidding, embassy suits sitting room bathroom bedroom unlike kimpton calls suite, 5 day stay offer correct false advertising, send kimpton preferred guest website email asking failure provide suite advertised website reservation description furnished hard copy reservation printout website desk manager duty did not reply solution, send email trip guest survey did not follow email mail, guess tell concerned guest.the staff ranged indifferent not helpful, asked desk good breakfast spots neighborhood hood told no hotels, gee best breakfast spots seattle 1/2 block away convenient hotel does not know exist, arrived late night 11 pm inside run bellman busy chating cell phone help bags.prior arrival emailed hotel inform 20th anniversary half really picky wanted make sure good, got nice email saying like deliver bottle champagne chocolate covered strawberries room arrival celebrate, told needed foam pillows, arrival no champagne strawberries no foam pillows great room view alley high rise building good not better housekeeping staff cleaner room property, impressed left morning shopping room got short trips 2 hours, beds comfortable.not good ac-heat control 4 x 4 inch screen bring green shine directly eyes night, light sensitive tape controls.this not 4 start hotel clean business hotel super high rates, better chain hotels seattle, ",negative "nice rooms not 4* experience hotel monaco seattle good hotel n't 4* level.positives large bathroom mediterranean suite comfortable bed pillowsattentive housekeeping staffnegatives ac unit malfunctioned stay desk disorganized, missed 3 separate wakeup calls, concierge busy hard touch, did n't provide guidance special requests.tv hard use ipod sound dock suite non functioning. decided book mediterranean suite 3 night weekend stay 1st choice rest party filled, comparison w spent 45 night larger square footage room great soaking tub whirlpool jets nice shower.before stay hotel arrange car service price 53 tip reasonable driver waiting arrival.checkin easy downside room picked 2 person jacuzi tub no bath accessories salts bubble bath did n't stay, night got 12/1a checked voucher bottle champagne nice gesture fish waiting room, impression room huge open space felt room big, tv far away bed chore change channel, ipod dock broken disappointing.in morning way asked desk check thermostat said 65f 74 2 degrees warm try cover face night bright blue light kept, got room night no, 1st drop desk, called maintainence came look thermostat told play settings happy digital box wo n't work, asked wakeup 10am morning did n't happen, called later 6pm nap wakeup forgot, 10am wakeup morning yep forgotten.the bathroom facilities great room surprised room sold whirlpool bath tub n't bath amenities, great relax water jets going, ",negative "unique, great stay, wonderful time hotel monaco, location excellent short stroll main downtown shopping area, pet friendly room showed no signs animal hair smells, monaco suite sleeping area big striped curtains pulled closed nice touch felt cosy, goldfish named brandi enjoyed, did n't partake free wine coffee/tea service lobby thought great feature, great staff friendly, free wireless internet hotel worked suite 2 laptops, decor lovely eclectic mix pattens color palatte, animal print bathrobes feel like rock stars, nice did n't look like sterile chain hotel hotel personality excellent stay, ",positive "great stay great stay, went seahawk game awesome, downfall view building did n't complain, room huge staff helpful, booked hotels website seahawk package, no charge parking got voucher taxi, problem taxi driver did n't want accept voucher barely spoke english, funny thing speak arabic called started making comments girlfriend cell phone buddy, took second realize just said fact speak language face priceless, ass told, said large city, told head doorman issue called cab company promply answer did n't, apologized offered pay taxi, bucks 2 miles stadium, game plan taxi return going humpin, great walk did n't mind, right christmas wonderful lights, homeless stowed away building entrances leave, police presence not greatest area stadium, activities 7 blocks pike street waterfront great coffee shops way, hotel mantained foyer awesome, wine tasting available evening, best dog, taking st. bernard time family, safes hotel located service desk room, bathroom huge jetted tub huge, funny house keeping walked girlfriend getting dressed, did n't hear knock doing turn service, screamed girlfriend screams hit floor laughing, started talking spanish worked, place recommend price, check online deals just good not better, besite contains deals vouchers travel websites n't tell, ",positive "love monaco staff husband stayed hotel crazy weekend attending memorial service best friend husband celebrating 12th wedding anniversary, talk mixed emotions, booked suite hotel monte carlos, loaned beautiful fan-tanned goldfish named joliet weekend visited dogs worked desk human companions, room decorated nicely couch used pillows, l'occitane bath amenities welcome sight, room quiet peaceful, wireless internet access wonderful server went morning leaving problems printing boarding passes, afternoon reception serves oenophile-satisfying wine australia scrumptious cookies, restaurant closed renovation stay finally ate food good drinks better, word caution restaurant larger person not sit booths wo n't fit, 5'6 125 lbs husband 5'9 175. table smack-against stomach couple inches space mighty uncomfortable patron larger pregnant, bad design opinion place decorated funky welcoming way metal wood handblown glass light fixtures expect seattle capital glass art industry, definitely stay reason, ",positive "cozy stay rainy city, husband spent 7 nights monaco early january 2008. business trip chance come ride.we booked monte carlo suite proved comfortable longish stay, room 905 located street building, street noise not problem view interesting rooms building look dank alley midsection large office building, suite comfortable plenty room spread, bathroom attractive squeaky clean small comparison generous proportions sitting sleeping areas, lots comfortable seating options good lighting plenty storage clothing luggage, hotel staff friendly efficient, housekeeping staff did great job pleasant, requests responded quickly.the location quite good, easy walk pike street market seattle art museum notch shopping dining options.a positive experience, ",positive "excellent staff, housekeeping quality hotel chocked staff make feel home, experienced exceptional service desk staff concierge door men maid service needs work, maid failed tuck sheets foot bed instance soiled sheets used, staff quickley resolved soiled sheets issue, guess relates employee not reflection rest staff.we received excellent advice concierge regarding resturants area happy hour wine tasting nice touch staff went way make feel home.great location like close good food shopping took play 5th street theather well.pikes market pioneer square access mono rail short walking distance, ",positive "hotel stayed hotel monaco cruise, rooms generous decorated uniquely, hotel remodeled pacific bell building charm sturdiness, everytime walked bell men felt like coming home, secure, great single travelers, location fabulous, walk things pike market space needle.little grocery/drug store block away, today green, bravo, 1 double bed room room bed couch separated curtain, snoring mom slept curtain, great food nearby, ",positive "excellent stayed hotel monaco past w/e delight, reception staff friendly professional room smart comfortable bed, particularly liked reception small dog received staff guests spoke loved, mild negative distance uphill ppmarket restaurants 1st, overall great experience, ",positive "poor value stayed monaco seattle july, nice hotel priced 100- 150 night not, hotel takes beating quotient, experience simply average, nothing exceptional paying 300+ n't ca n't terribly disappointed, wife stayed nicest suites 200/night felt like overpaying, best advice shop, quality-wise league average marriott nice best western, ",negative "nice value seattle stayed 4 nights late 2007. looked comparable hilton marriott westin area points/miles n't gave monaco shot, pleasantly surprised nice room service quick tasty bed especially comfortable unlike people nothing positive things say service, downside relatively small exercise room treadmill heck east coast time ran person 5 days, definitely stay, ",positive "nice hotel good location hotel kimpton design whimsical vibe fun, staff young casual problem hotel busy stay friendly helpful, group reserved rooms gave connecting rooms fuss, not busy week.the rooms decent size not huge pretty average city hotel, beds nice bathrooms clean bright pocket doors ideal busy bathroom, room design bright cheery flat panel tv, location little noisy fine 5th floor, location convenient walkable attractions new central library sam art museum benaroya concert hall pike place market, parking steep 29/night, evening wine receptions popular, ",positive "nice hotel not nice staff hotel lovely staff quite rude, bellhop desk clerk going way make things difficult, waited forever check heavy bags no help getting throught double doors room, worst desk clerk checking tap tap tap car waited pick 20 minutes, got home noticed 1,000 dollar hold credit card took 5 phonecalls 2 faxes 1 week resolved, stay warwck 4th lenora rooms ok..but al friendly faces tiring day airport, ",negative "great hotel night quick business trip, loved little touches like goldfish leopard print robe, complaint wifi complimentary not internet access business center, great location library service fabulous, ",positive "horrible customer service hotel stay february 3rd 4th 2007my friend picked hotel monaco appealing website online package included champagne late checkout 3 free valet gift spa weekend, friend checked room hours earlier came later, pulled valet young man just stood, asked valet open said, pull bags didn__Ç_é_ offer help, got garment bag suitcase came car key room number says not valet, car park car street pull, left key working asked valet park car gets, went room fine bottle champagne oil lotion gift spa, dressed went came got bed noticed blood drops pillows sheets pillows, disgusted just unbelievable, called desk sent somebody 20 minutes later, swapped sheets left apologizing, sunday morning called desk speak management sheets aggravated rude, apparently no manager kind supervisor weekend wait monday morning, young man spoke said cover food adding person changed sheets said fresh blood rude tone, checkout 3pm package booked, 12 1:30 staff maids tried walk room opening door apologizing closing, people called saying check 12 remind package, finally packed things went downstairs check, quickly signed paper took, way took closer look room, unfortunately covered food offered charged valet, called desk ask charges lady answered snapped saying aware problem experienced monday like told earlier, life treated like hotel, not sure hotel constantly problems lucky ones stay recommend anybody know, ",negative "disappointed say anticipating stay hotel monaco based reviews seen tripadvisor, definitely disppointment, decor room hotel envisioned nice, housekeeping staff impressive extremely polite cheery helpful, desk bellmen standard customer service, lots little things easily overlooked broken make mirror sagging post bathroom jiggly entrance handle room did n't feel secure handle nearly falling door, husband early morning flight mid-week asked cab called, suggested cab ride cost double private car flat-rate n't case, knew cost cab 30 car 38 bell staff insisted like 65 taxi ride, cab driver later explained bell staff kick referrals, preferred guests city and/or hotel hotel staff looking best interests, new years planned dining restaurant hotel new year day, came dressed dinner told desk closed holiday, asked nearby response good luck finding today, good luck, thanks help, feature needed hotel business centre work, downstairs service completely semi-funcitional, internet service out-sourced ended spending 50 money n't work no refund 2.5 hours vacation time trouble-shooting internet company toll free service line, asked desk times assistance told, worst experience time asked desk assistance got response included shrug say oh bad, majority staff attitude just simply did not care needed help dared intrude time got snotty response, occasions caught desk girls smirking thought turned n't, talk frustrating, honesty n't wait check, nice decor liked goldfish housekeeping staff great end hotel want dash door n't way not concerned taking greet pretty ignored desk area unless approached, time street westin, saw nothing smiling faces coming going hotel, ",negative "fantastic stay monaco seattle hotel monaco holds high standards kimpton hotel line, having stayed kimpton hotels cities easily say seattle hotel monaco best seen, service attentive prompt, based member kimpton loyalty program upgraded 10th floor room great view 4th street excellent public library kitty-corner hotel, highly recommend tour public library blown away, room quite spacious beautiful flat-screen television dvd/cd player, exercise room pretty standard kimpton size means adequate not outstanding eliptical cardio machines stationary bikes personal viewing screens, cardio machine screens accept dvd not seen, kimpton hotels hotel monaco line particular hotel lobby stylish quirky inviting, easy imagine spending time relaxing comfortable over-stuffed chairs, restaurant attached hotel sazerac good, far eaten lunch look forward breakfast tomorrow, kimpton properties able connect free highspeed internet ethernet seconds cruising web checking email office no problems, opinion ca n't wrong kimpton hotel seattle hotel monaco certainly excellent choice, ",positive "good choice hotel recommended sister, great location room nice, comfortable bed- quiet- staff helpful recommendations restaurants, pike market 4 block walk, stay, ",positive "hmmmmm say really high hopes hotel monaco chose base girlfriend shopping trip seattle, stay say given competition seattle just okay, hotel lot nice features little things detract bedding super soft luxurious comforters pillows, mattress rock hard standard hotel bed kept awake nights, furnishings nice colors patterns fun chair rip wall paper peeling, stayed room 815 noise like fog horn vibrated walls stay, guess water pipes really annoying.on waking morning packages decaf instead regular coffee, took 30 minutes send coffee showed just package, coffee town usa little package 3 tiny dried creamers, supposed coffee service lobby saw, cleared really early, gone 10am, wine reception 5-6 boy better time walk 5:50 like did look manager like trying scope 2nd glass, food plate goldfish crackers, classy.friday night restaurant bar closed 4pm private party, planned eat heard fun bar, bummer add rest.all hotel posters say things like hotel comfort, felt catered comfortable, no staff asked doing said hello, looking visit, ",negative "service service service spent week g-friend labor day bumbershoot, gray line airporter drops corner hotel 10 person cab 28 total make sure flat rate town car 38. location central downtown street w. it__Ç_é_ quick walk points tourist business, yes space needle bit far monorail westlake center easy walk away, tourist underground tour public market space needle emp, leave bit room luggage shopping great, neighborhood safe clean, room mediterranean suite quite large equipped two-person jacuzzi tub small stand glass-enclosed shower, room no view did not care, room clean small throw blanket adorned foot bed took, tastefully decorated walls striped, trust wont feel like stale hotel, ask gold fish bring well-behaved dog company.service aspects excellent, desk house keeping concierge room service bell desk ready provide warm professional service, test don__Ç_é_ flinch.gym open 24 hours newer cardio machines dumbbells, highest weight 25. water towels tv, gold__Ç_é_ walking distance.gastronomy sazerac worth try not impressive it__Ç_é_ amusing.this visit seattle monaco, like beds westin better prefer monaco afford w. g-friends visit wants bumbershoot year stay hotel monaco, ",positive "excellent stay, delightful surprise stay monaco, thoroughly enjoyed stay, room comfortable lovely amenities friendly staff, especially enjoyed hour indulgence, definitely come, ",positive "good value downtown hotel monaco seattle great option pricey area town, rooms w street going close 400 night, hotel monaco unique interesting cozy, bed/linens quality aveda products bathroom nice touch.you close downtown quick cab ride away nightlife restaurants loved lola, experience quirky luxurious fun.i definitely stay, ",positive "hotel monaco great location service hotel monaco centrally located provides excellent service, recently stayed 4/23-5/1, originally checked slight problem informed booked queen beds expedia room king bed, fortunately fellow guest checking time swapped rooms, future reference booking expedia recommend double checking hotel ensure receive correct room, staff stated better book hotel directly match online rates, additionally concierge marco helpful, sat night called salty make reservations brunch day informed no seats available, following day concierge called restaurant hours wanted dine able book table 5 great window view, hotel blocks away pike place market seattle art museum shopping district walking distance space needle experience music project attractions, ammenities services provided hotel include pet goldfish wine tasting yoga mat use room, seattle recommend taking helicopter tour mt, st. helens hoffstadt visitor center, ",positive "great location need internally upgrade advantage north end downtown seattle great restaurants nearby good prices, rooms need updated literally thought sleeping 1970 bed old pillows sheets, net result bad nights sleep, stay location, staff friendly, ",negative "n't mind noise place great, read reviews noise used hotel website book room, interesting site gives checkbox options 1 room farthest elevator 2 room higher floor 3 quiet room, getting quietest room possible checked hoping, got 6th floor 18-19 floors hall elevator listened trucks ambulance sirens night, sheeeesh, aside heating units sound like small plane engines hear surrounding rooms.if noise sleeps facilities clean conveniently located reasonably priced staff quite helpful, ",negative "loved, stayed warwick overnight getway enjoy christmas shopping, warwick exceeded expectations, staff wonderful extrememly friendly room clean service lounge wonderful, came contact hotel friendly, women bathroom lever lounge well.. think haunted totally creepy vibe lights anywho, really enjoyed stay going couple days, ",positive "met expectations centrally located hotel blocks water popular nightlife shopping options belltown downtown, classify property star location, paid wedding rate not sure fares value proposition, room spacious little outdated, rooms decent views lower floor drab panaroma parking lot buildings, adequate fitness center sauna pool basement quaint bar/restaurant attached hotel, parking 30 day outrage possibly standard downtown street parking weekend save dollars, willing stay future price significantly lower nearby four-star competition, ",negative "nice hotel husband stayed warwick 4 years ago liked hotel location did not hesitate book trip.we asked received non-smoking room king bed high floor, hoping hotel nice view space needle, check-in nice friendly, keys minutes nice room small loveseat juliet balcony.love location hotel just block away best restaurants downtown dahlia lounge palace kitchen lola small grocery store/mini-mart right street wine, easy walk pike place market.on site hotel nice restaurant lounge area, ate breakfast hotel drinks lounge/bar times, good service.we did n't chance use did look pool exercise room located basement, pool small definitely useable, exercise room variety machines weights not newest market definitely decent machines, kept neat clean exercise room plenty towels water cooler available.i think ran maid days leaving friendly.we used business center couple times consisted 2 computers free internet printer, just needed ask key desk, nice handy.overall thought staff helpful hotel quiet good location definitely met expectations did stayed years ago, definitely return hope soon, ",positive "good hotel not large hotel newly decorated, rooms good size clean, excellent location 2 blocks centre town 4 blocks market area.hotel resturant bustling place alot diners coming street, good meal there.overall highly recommend staying, ",positive "good choice seattle stayed night business booked company, overall satisfactory arrived late evening room 17th floor clean comfortable great view, bathroom little small clean equipped, good night sleep enjoyed excellent breakfast restaurant checking, staff encountered friendly polite, ",positive "great location expensive parking warwick heart seattle easy walking distance pikes place monorail terminal downtown shops, stayed twice recently start finish tour pacific north west, staff helpful knowledgable rooms large comfy armchair large bedded room, rooms fridge coffee maker.parking site expensive guess reflects city centre parking prices, free zone travel seattle buses cheap free travel central seattle handy grocery store opposite, ",positive "noise airconditioner-a standard, arranged stay travel agency unfortunately warwick seattle hotel dissapointment trip, 3 night stay warwick changed 3 rooms, starting minute stay hotel personnel didn`t make feel like guest like intruder, reluctant help solve complaints, hotel right downtown 5 minutes really good restaurants like good thing, availability room offered 2nd floor window directly opening car parking level, changed room, 3 rooms loud sound coming air conditioner/ heating unbelievable hotel, hotel personnel told standard noise rooms, tried avoid using night order sleep possible watching tv loudly, ",negative "good location poor cleanliness warwick hotel great location seattle, close shopping pike place seattle centre, really lets hotel cleanliness, bed linen torn curtains torn floor stains, hotel advertises having balcony reality disappointment, stayed hotel san diego did balcony table chairs, warwick balcony 10 inches.the view rooms view space needle terrific does n't make poor cleanliness, check staff pleasant nor unpleasant decided not sample restaurant, ralph deli street great snacks cafe.there plenty better hotels seattle slightly money warwick choose e.g hotel andra, ",negative "good place spending big bucks warwick plenty comfortable nice, nice view space needle room, n't expect balcony, just 18 inch ledge ironwork falling overboard, open patio door partially step view lake union elliott bay, morning space needle hidden clouds, neat sunny weather cloudy, needed warwick, no complaints, ",positive "nice hotel trip seattle wanted stay downtown, good rate hotel decided stay warwick, clean stayed 17th floor excellent view space needle downtown, nice able open sliding door let cool air, bed comfy pillows not, room clean parking not problem use hotel parking, staff friendly helpful, ask key business center 2 computers, needless say hassle use computers acquire key, restaurant good breakfast, hotel not walking distance major attractions like stated, space needle pike market 20 mins away walking opted drive there.we pleased hotel stay, ",positive "great value seattle spouse stayed warwick seattle days september, hotel does not disappoint reasonably priced stay downtown area, easy walk sightseeing attractions blocks waterfront free bus seattle figure worked research, room king bed spacious nicely appointed comfortable plenty pillows, coffee room course great seattle, bath finished marble deep tub hand-held shower nice touch, toiletries average not huge consideration, complaints concerned desk, reservations trip leg olympic penninsula decided cancel second reservation, arrived hotel day travel desk clerk kept waiting minutes hello, moved second desk clerk free told reservation not, no attempt look, walk stairs parking garage confirmation luggage did reservation, following day office tried told n't staying, parking 21/day pretty steep option parking seattle scarce, hotel does n't shuttle option cab 30.the hotel restaurant adequate really great breakfast walk block mayflower park hotel pricey fabulous, ",positive "gem hotel absolute gem, small great service, room not huge certainly adequate clean comfortable, ask room high floor great view downtown space needle.best attentive staff, concierges friendly helpful, shuttle drivers went way literally, victoria ferry pick, convenient.would recommend, ",positive "pretty good value visit seattle frequently, 1 2 days longer, staying 2 nights not worth especially hotel raised rates lately, recommend ramada steps away, staying longer time perfect, especially families, fancier hotels town warwick satisfy families especially expensive suites, swimming pool bit dark balconies acually just big step windows views location perfect, small restaurant dont overpriced does not offer better food downtown, ",positive "average nice stay hotel amazing location great restaurants gourmet grocery cinerama 1 block radius, macy nordstroms shopping blocks, mattress comfy, amazing sweeping view space needle lake union downtown elliott bay, great pool gym facility, room service nothing write home, n't pizza, parking 21, yikes, old building nicely remodeled, ",positive "bad choice, booked hotel hot wire called immediately requesting nonsmoking room king bed room away elevator/ice.the person spoke pleasant stated not guarantee requests honored make note reservation, check-in person desk rude said no special request noted reservation card andstated no king beds way reservation stuck 2 double beds, located directly accross elevator ice, nonsmoking, no elevator parking garage hotel, warwick mats garage filthy stairwells, hotel faces 4th smells urine, carpets registration elevator area need cleaning, upholstery curtains room needed cleaning andpressing sign bathroom water conservation tub facet dripped continuously, tub drain needsattention shower curtain holes, no coffee maker room, bedding did not fit bed sleeping directly mattress bedding askew, staff unfriendly short, housekeeping staff quite pleasant, stay hotel, ",negative "good value hotel stayed warwick times past years spent night march 25 2005. room fine king bed tv pay view movies mini-fridge, thing missing coffee maker, nice marble bathroom hand held shower, view east hotel space needle time viewed 2 westin hotel towers, price right got 10 miles aadvantage card, fly ointment 21 overnight parking charge, definately come location great, ",positive "warwick bad good reviews warwick shocks staff quite rude rooms fairly dirty, cut asked bandaid did not, requested bottle opener did not better service, ",negative "great service warwick just recently spent 4 days christmas holidays warwick, helpfulness care courtesy experienced desk restaurant room service housekeeping staff truly average greatly appreciated, restaurant turned fabulous meals time certain operating skeleton staff, thing prevents giving place excellent rating following hotel tired, old dirty carpets bedding expect hostel, given price range rooms face lift necessary, ",positive "austin powers decor familiar, hotel seattlewhere sheets 3 different colors hair.but okbecause clean second day.the bathroom friend cringe.she asked brought flip flops sanitizer spray.the dirty shag carpet did n't stop wall.it crawled inches.i star saw shining worse, ",negative "great location n't stay long needed place stay seattle prior catching early morning amtrak train portland, looked train station not, dropping hertz car hilton downtown just wanted place spend night, called hotel seattle based location tourist map near hilton, did n't access internet research reviews did not stay, location great virtually door high end hotels, half price hilton thought try, checked asked aaa discount clerk response, time heard hotel desk clerk not knowing aaa, room used low budget movie version run hotel threadbare carpets dingy curtains not quite hanging right minimal lighting strange hanging light middle room dingy bathroom, definitely dingy did not appear obviously dirty, no a/c luckily did n't need, bed not particularly comfortable little boucy people definitely gravitated middle, no clock room did wake requested.it ok spending night n't want spend, positive great safe location quick taxi ride train station shower great, not invested low flow shower heads water pressure really high, really enjoyed conversation desk clerk morning, mentioned clerk previous night heard aaa told clerk moron owner not asked interview, went say check reviews trip advisor listed worst hotels seattle, got ta love type enthusiastic employee, worked night, friend day clerk did mention nicer rooms, definitely n't want not nice ones, recommend ask room committing, ",negative "pay read reviews booked knew getting, mind n't surprised, fact better expected, yes rooms outdated towels floormat limited cable tv overall lack amenities use hotel, reviewer said like budget overseas hotel stayed similar condition just enjoyed experience, check desk service great, asked extra pillows maid got, spent 5 flowers pike street added character room.location, friends stayed fairmont street stayed 3 nights night cost, money went dinners trip victoria baseball games, ",negative "not bad location unmatchable price range, simple sleeping room 80 expect pay 2x, surprisingly cleaner hotels seen past week driving la staying travelodge days inn motel 6. quality furnishings high, sure little run spots just old building usual character flaws none affected comfort, lucky corner room especially nice look w know paying 250+/night, bath worked n't care watch tv vacation no idea worked want believe comments feel free, mean room come, ",negative "remarkable hotel needed days booked inn based tripadvisor reviews, great hotel, staff professional accomodating, town car service available airport immaculate rooms spacious bathroom great location, not great hotel price great hotel, room facing inner coutyard no problem noise, rooms face st. noisy, location excellent downtown seattle.went attached restaurant bacco breakfast cafe champagne dinner, excellent, ",positive "great location friendly staff stayed hotel easter throughly enjoyed time, superably located exploring seattle especially market rooms good size.the staff not friendly helpful reception area welcoming.our room exit stairwell night hear rumbling assume like air conditioning pipes, ",positive "excellent way stayed inn market memorial day weekend, room large great view water sure request way advance, hotel quiet fully booked crowded, service impeccable staff well-mannered friendly, ca n't fault anything.it great location right pike place market near lots great restaurants like etta chez shea, ",positive "amazing location great views fabulous boutique hotel adjacent fish market seattle, stayed short night heading vancouver island honeymoon loved, service great desk pointed great spot sandwiches 10pm sunday not easy, hotel adorable chocolate covered strawberries room decorated like bride groom, thoughtful cute touch, did n't time explore area hotel room clean pretty view water/market bathroom nicer standard hotel bathroom, brunch morning little breakfast place tasty hit spot drive ferries.oh hotel cool outdoor patio higher floors offers really incredible views.a stone throw pike place market, ",positive "outstanding choice reserved city view room night week, checkin helpful desk staff amy gave complimentary upgrade 8th floor water view, access large deck overlooks seemingly, checkin housekeeping valet services checkout smooth friendly, pike place market close silly, staff great recommendations breakfast dinner trying steer house restaurant stay say absolutely excellent, rooms clean appointed, no reason not reserve room time-althought fairmont better choice kids come, ",positive "great hotel great hotel, good sized clean rooms, helpful staff, unbeatable location, walk door pikes market original starbucks, hotel walked underground tour monorail space needle duck tours, stay, ",positive "expensive, not biz travellers, simple fact hotel location simply unbeatable.. mere stone throw away pike market, plenty great restaurants generally fun area, tourist, quality hotel so-so, not place business travellers, bit hard especially just returned trip hk stayed conrad hk wynn macau, compared inn feels like motel 6. issues:1. no desks rooms place laptops, wireless internet no place work bed, 2. furniture coverings worned just outdated, 3. room 409 city view room, room date, avoid cost window sits right bus stop, claim windows double paned hear buses roaring engines, sleep ear plugs desk, 4. ac standalone unit attached wall, not central, standalone unit quite bit noise, looks cheap tacky, 5. no business center, fax machine located basement hotel, price pay paying location, staff extremely friendly, folks check fried doughnuts dhalia lounge, ",negative "nice place, lunatic 20000+ miles flying space days night kill seattle early trans-con flight nyc, night original plan needed hotel none prebooked.this place recommended just block excellent irish pub kells just happened ended in.just room left 220 tax.excellent friendly staff lovely decor big rooms im used nyc rabbit hutch big spacious views water free wi-fi just need ask reception access code, place spotless nicely decorated individual usual bland chain hotels sadly prevail.the area felt fine-in limited time safe near bars shops usual stuff, no drunken noise street either.it quiet comfortable slept well.normally like add pictures reviews length stay lack ca n't time- sorry return seattle list hotels use, try, ",positive "okay not amazing husband stayed weekend night, spent time trying great place stay seattle, read tripadvisor reviews saw listed tl 500 hotels, like pretty good bet fantastic place, great fine just not really amazing little boutique hotel expected reviews ratings, thought room nice not incredible, service better, woman desk friendly got things wrong, note visiting seattle try eat canlis, incredible meal, ",negative "boutique charmer great location wife recently spent 5 nights inn market attended convention, nice time small comfortably furnished hotel great location just hill pike place market, walk convention center 8 blocks east pretty easy steep 1/2 block adjacent hotel, number trendy restaurants walk north ave. pioneer square old stone buildings charming pergola south road, course market 1/2 block west food stands boutiques fish flower stalls handicrafts jewelry tables entertainers ethnic dining options spill narrow alleys covered arcades, pleasure wake morning grab eat nearby watching small trucks vans unload wares vendors set tables.our room corner overlooking city spacious lots storage space wardrobe large bathroom, sink pedestal-type spreading toiletries limited glass shelf nearby small table/shelf unit, hear traffic noise street annoying did request lowest-priced room city n't expecting total silence closed doors, rooms window seats pillows nice feature makes rooms appear bigger provides additional seating good spot reading people-watching, decor contemporary beiges browns blacks predominating, good weather upstairs terrace nice place sit enjoy views bay market.the modern brick building surrounds pleasant courtyard splashing fountain/sculpture adjacent outdoor seating hotel restaurant, lobby opens courtyard fireplace stuffed chairs registration desk helpful staff operates.we enjoyed time, hotel nice option n't want large convention hotel central seattle location, aware seattle does share street people couple strip clubs near pike place market, ",positive "loved inn inn market awesome, not beat location right market, room large beds really comfortable, room partial view elliot bay, n't miss rooftop deck best view seattle short space needle, staff friendly, highly recommended, staying future, ",positive "n't asked better hotel experience, hotel perfect, stayed townhouse suite nights wish stayed month, soon walked room opened windows million dollar view, skyline city pike market literally 50 feet away water mountains distance, room levels kitchenette living room downstairs bedroom bathroom upstairs, bose radio great fact turned television, beds really comfortable linens top-notch, okay service word fantastic, extremely important greeted casual genuine manner time enter leave hotel eye-contact sounds easy rarity today hotel market, no matter came went greeted smile eye contact really love, staff helpful went duty ensure taken care knew great places wonderful restaurants dine at.some hotels just n't inn market definitely understands excellent service hospitality, stay small intimate property like taken care monstrous hotel, kudos staff management making fabulous hotel experience, ",positive "nice needs undating husband stayed inn market celebrate birthday overall stay wonderful, enjoyed two-story suite incredible view market sound, quiet location perfect, complaint hotel needs better job keeping maintainance, room major scratches walls stains carpets, cracks bathroom tile significant signs wear bathroom, price expected regards quality upkeep, hopefully management pay attention keeping lovely hotel fresh lovely, ",positive "wonderful location great beds pretty rooms inn market lived positive reviews, tourists car location n't better, countless excellent restaurants easy walking distance, rainy able explore area race hotel warm got wet cold socal little tolerance weather, staff friendly view deck glorious dark day, room spacious beds extremely comfortable, hotel stay seattle great fun uncooperative weather, ",positive "tempur-pedic beds, minute literally driving past way hotel decided stay, great, staff extremely helpful accommodating room really comfortable clean location excellent, atmosphere location hotel great choice previously stayed grand hyatt returning, room internal facing left bit loud tempur-pedic mattress huge bonus fun try, way restaurant courtyard desk staff suggested try turned excellent, view deck great, stay, ",positive "loved inn stayed inn market 7/11/05 7/18/05, location hotel perfect sightseeing getting seattle car n't want drive seattle, pikes market street waterfront steps monorail space needle short walk plenty great places eat short walk cab ride, service conceirge staff inn terrific, helpful recommending arranging sightseeing excursions mt, ranier whale watching vineyard tours etc., complimentary town car available trips downtown area, great help dinner reservations, rooms immaculate, twice day room service included turn evening fresh towels, decor rooms modern elegant, n't miss roof garden area great view puget sound, great place unwind end day bottle wine, definetly return inn, ",positive "worth money location recently stayed inn market returning having stayed 1999. best location seattle particularly shopping, hotel nice rooms nicely furnished not breath away rooms, views risky goes seattle sit room watch world, beds tempurpedic incredible count great night sleep, 1999 staff excellent, requested room floor terrace met request pleasantly, guests advantage terrace, nice evening shops pine street purchase nice bottle washington state wine snacks head terrace watch ships leave sunset, relaxing romantic, staff assist wine glasses, needed, ",positive "hated inn terrible, room-service horrible staff un-welcoming, decor recently updated lacks complete look, managment staff horrible, ",negative "loved inn husband wanted romantic away night, inn perfect met imagined, rooms clean quiet comfortable bath robes nice touch, staff helpful, location great good restaurants walking distance market right fun visit time free bus service close visit sites city, beware parking hotel valet costs 25.00 night, mentioned desk person not away cost not mentioned web page, expected pay removed charge, great customer service, wonderful deck overlooking puget sound, recommend inn planning long visit just romantic away, ",positive "ace not place husband stayed ace hotel seattle nights excited book room style hotel far alley floral bb motel 6. happy impressions, room decent sized bright corner windows it__Ç_é_ pictured website shepard fairey wall, asked desk clerk parking does state website street parking available, n't tell got street parking stay 8am start charging.__Ç n't lot info drug luggage room, headed bed things got worse, bed size not listed website assumed queen, beds sized sleeping comfortably little difficult n't sleep happening room, room bar loading/delivery zone corner bus stop, noise staggering continued night morning wake early feed meter, glowing light hall showing window door annoying saw turned, day requested fairness rest staff dealt nice accommodating unable following night hotel, plus shared bathrooms issue finding free breakfast did include coffee tea fresh waffles toast granola juice yogurt apples, piles good magazines available guests robes rooms use, second night slept slightly better used earplugs not acceptable solution did wake early deal car, night moved smaller interior room considerably quieter downed music hear fan hall bathrooms, room walls definitely felt like dorm room, did sleep better, recommend hotel traveling friends not plan doing sleeping loud roommates come home drunk play loud music time, location good walking attractions like space needle market did good restaurants nearby, just don__Ç_é_ know stay, ",negative "pay location location perfect walking distance, lot stairs bags problem no elevator available clean noisy woodden floors hear rooms street, breakfast included good, conclusion good compromise, ",negative "ace grunge lives does mold mildew tiny bed metal sink cool extra instead nightsta, ",negative "ace hotel, reasonably priced hotel great location seattle, spent nights room staff great, communal showers immaculate queue, breakfast great, bit street noise coming floor ear plugs room, highly recommend bar cyclops hotel, ",positive "disappointed arranging anticipated girl weekend friend escape children excited sleeping night, children want enjoy hip places cool design stay boring run-of-the hotel opted ace hotel digs, order ensure maximum uninterrupted sleep booked separate rooms, arrival hotel informed hotel mix-up online reservation room small queen-sized bed supposedly deluxe room, normally suck accept just simple mistake time really annoyed, irritation partially attributed overall nonchalant attitude uber-cool reception person did n't really attempt compensate slightly lower rate room, fact checked reservation printed sheet refused let look friend asked wanting cross-reference information sheet written reservation, strange appeared mistake did n't want admit quick blame online booking, inference fault booking online, add insult injury told shelling small fortune parking lot street parking reduced rate lot not easily marked, room dingy not charming photos web-site suggest, did couple rooms walking corridors looked lot better room did.anyway aside great location decently priced overall experience just n't impressive, days later received email hotel thanking staying hope enjoyed stay responded email outlining frustrations accomodation, not like time really needed air dissatisfaction, hotel manager replied apologetic email offered discount later night stay redeemed 1st 2008. like positive response negative experience planned return hotel husband romantic away, so-called compensatory offer acknowledged, multiple attempts contact manager specific date weekend messages nothing, did not return messages, n't know happened no reply, guess hotel does n't need business experience isolated case, event not planning stay ace time soon, ",negative "ace hotel awesome, stayed seattle ace hotel 5 days loved, great location belltown directly opposite macrina bakery quite possibly best breakfast/brunch/lunch place seattle wtih fabulous baked goods.all staff friendly helpful, check-in friendly receptionist forgot ask sorry, gave 4 fabulous food recommendations city tried loved, foodies extemely important good recommendations locals.the room small totally adequate shared bathrooms shower rooms spotlessly clean, enjoyed simplicity hotel little extra touches like adjustable lighting music bathrooms free current magazines available lobby, breakfast granola really yummy too.for location amenities price say ace hard beat, ",positive "perfect way, stayed ace seattle short time august, perfect hotel, things need none things n't, great design super comfy great location, staff friendly knew cool places helpful way, rooms super stylie great art ammenities really need, loved place planning make sepcial trip portland check ace portland apparently turntables rooms library vinyl check, ",positive "interesting comfortable base seattle really enjoyed time, interesting decor unique touches, super clean tidy bathrooms shared spacious clean available, breakfast adequate fresh simple quite healthy nice change usual cardiac inducing breakfast fare served hotels, definitely stay, ",positive "great hotel non-traditional stay true feel seattle, actually stayed ace 2 new years eve ago live seattle, popped occasion make sure route friends people visiting seattle ace.it downtown busy street 1st ave rooms interior no view.but rooms funky modern room bath bath robes just fun, ok shared baths little noise ask room facing street hotel best neighborhood seattle- accessible seattle center tons great bars restaurants casual try belltown pizza cyclops- surprise great food stiff drinks nicer meal try zoe breakfast walk street macrina bakery morning glory rocket muffin- food places 5 blocks ace hotel fish market/pike place waterfront downtown shopping, couple blocks ride zone buses want downtown.if want standard not place, want experience seattle willing roll punches want little adventure ace hotel fit perfectly, cant beat price downtown seattle, ",positive "stay clear, internet reservation friday rang hour later add thursday booking, thursday rang let know arriving late said no problem, arrive 10.30pm hear oh n't booking tonight, n't room, total apathy not concerned, says sorrys looks reservation book sorrys apathy, finally says bb door calls authority hangs says sorry times, incompetence management employees, completely soured trip, stay away, ",negative "single rooms like hospital rooms single rooms hotel sparse intentional know ugly like trapped hospital white walls sink basin room small rectangle shape.the beds hard rocks blankets rough really noisy.this overrated hotel stayed fan stype hotels, ",negative "nice hotel husband stayed crown plaza spring break, arrival told given room beds booked king bed, matter resolved quickly, staff helpful met requests, room large clean quiet great view, location hotel decent, overall great experience, really no complaints said elevators bit slow, stay, ",positive "seattle crown plaza not worth money got late hotel 1230pm gave away reservation king sized bed travel/business days booked hotel, girl reception desk asked b/c late blamed day shift giving away room 4pm, thing said nothing proceded offer breakfast change room morning, rude not make good eye contact ask manager, did n't manager morning, days people helpful pleasant deal, hotel accomodations, old need lot renovations, example wallpaper bathroom peeling, got king bedroom gave corner room probably inconvenience, furniture did not fit room, tv small dressers small, tried use safe room broken, immediately called desk asked help, days later checked addressed, good thing food, breakfast buffet healthy good, lunch manager trying make poorly trained employee clam chowder salmon spinach salad crab cakes really good, ",negative "priority award floor, 32 member hilton honors priority award intercontinental chain, use hilton properties chose not pay 250.00 night seattle hilton.i given gold hotel room key checkin room 32nd floor, view quite impressive good experience ended, 32nd floor reserved priority members lounge complimentary appetizers evening, room adjacent elevator lounge, dinner returned room 9:30. 10- 12 pm/am lounge cleaned hotel staff vacuums going employees chattering making incessant noise cleaning commercial office building no regard guests priority club no floor, management clue lounge cleaned 8-9- common sense.finally posters indicated right elevator shaft hear, waited 10 minutes elevator arrive 5:00 pm, taken clue saw earplugs sleep kit bed check, ",negative "great hotel hotel nice room really comfortable clean, location pretty good blocks pike place market waterfront, definitely stay seattle, ",positive "great stay elevators, agree previous posts hotel elevators, stayed 4 nights 8/5 8/9, checked room early given corner club room 34th floor fabulous views elliott bay space needle lake union, bed great, think slept better weeks, morning club level continental breakfast afternoon snacks good, ordered room service twice just pizza sandwich arrived promptly, pizza actually pretty good, impressed desk personnel called time saw, mishap locking room, gown putting room service tray housekeeping pick, duh, went hall heard people rooms knocked, let use phone desk, security guard showed 3 4 minutes, used service elevator apparently freed public, elevators complaint stay, business seattle definitely stay crowne plaza, like poster just plan leave early catch elevator, ",positive "holiday inn, 1st time seattle delayed anniversary trip wanted stay nicer hotels room reminded holiday inn level hotel, plain room extra pillows, bathroom ordinary corian sink ordinary bathroom, room higher floor looking freeway loud, reason earplugs sleep cd, asked switch rooms told probably stay way stay 2 nights staying hotel different area town, luggage room decided eat, stopped concierge asked good place walk rudely told just walk area, not sure concierge doorman just sitting desk expected help, decided night hotel come day earlier happily said, used club points crowne rooms maybe lousy experience opted leave pay room luxury hotel hotel 1000, ",negative "stay liked good rate hotel room 24th floor, great view, room nice clean liked sleep aid includes dvd lavender spray pillows eyemask earplugs, did n't notice noise walked baseball game maybe tired, staff helpful friendly, stay seattle somewhat frequently business stay, parking expensive seattle..welcome city, ",positive "good location value downtown stayed town conference convention center little expensive downtown hotels, able book club room rate regular room hotels, included continental breakfast club lounge pastries cereal fruit early-evening appetizers charge alcoholic beverages got room high floor great view city, gave coupon free appetizer bar.the hotel convenient business convention center minute walk park street directly convention center door, fine decent gym ok bar, stay try book club room visit seattle, ",positive "good experience having booked minute escape university tower hotel review proved excellent minute find.central clean rooms good views albeit rooms exec levels n't exactly spacious.try book executive rooms possible good choice breakfast hors d'oeuvres day makes overall package palatable.restaurant little pricey good food staying night skip try benihana just road hotel great food atmosphere, ",positive "pleasant experience location hotel good convenient walking distance, room 34th floor club level facing water view spectacular, room large newly furnished marble bath comfortable king bed, elevators fast 3, lounge small drinks pricey, service average check-in prompt courteous, club level includes continental breakfast money time-saver mornings, good experience hotel experience similar crowne plaza hotels, gripe did not make reservation directly hotel told stay non-qualifying priority club reward points, annoying silly rule make think twice booking hotel group, crowne plaza hotels unlike marriott hotels smoking rooms available, smoker good news not sure request non-smoking room, ",positive "worst hotel experience booked nonsmoking room online weeks advance stay crowne plaza downtown seattle, arrival desk staff asked consider smoking room, completely unacceptable family clearly stated no not consider smoking room mainly concern infant daughter health, particular staff member went speak quietly desk staff member agreed particular room, entered room smell cigarette smoke apparent not imagine desk staff intentionally smoking room informing, days later discovered ashtray matches checked desk discover fact smoking room intentionally not kept reserved nonsmoking room, clothes belongings baby reeked cigarette smoke.in addition appalling lack concern health wishes room not serviced night stay, asked desk manager room not serviced checked housekeeping informed not disturb tag door did not disturb, not case tag inside door entire time anxiously awaiting staff garbage dirty diapers replace towels, desk manager offered pathetic compensation complimentary hotel breakfast family exposed carcinogenic cigarette fumes days not having rooms cleaned, definitely stay crowne plaza hotel, ",negative "close convention center just stayed seattle crowne plaza feb 11-13. got great rate 65/night hotwire, checked saturday afternoon 1pm, got room 23rd floor directly elevators, did n't really hear noise hallways elevators air conditioning pretty loud covered outside noise, 2 double bed room nice view i-5, son loved view cars freeway, asked king bed lady desk said did n't available, wondering people book hotwire rooms elevators, mom assigned room elevator booked hotwire, room pretty spacious, room 2 1/2 year old son play toys, bathroom pretty tiny, shower regular sized good water pressure, conditioning shampoo mouthwash lotion facial soap supplied, crowne plaza does try add little details noticed room, arrival little red bag filled ear plugs eye mask linen spray bed, cd soft music, bathroom nightlight curtains clip light, nice touch, beds decent, room quite dry hard sleeping throats dry.the main reason seattle visit northwest flower garden held convention center, hotel good location, able walk freeway park end directly 4th floor entrance convention center 5-10 minutes, pacific place shopping center 5 blocks away westlake 7 blocks away pike place 10 blocks, walking night little scary lot homeless people lot people smoking weed begging money, did n't exactly feel safe, day ok.there no self-parking hotel, valet service, quite expensive 27/night, did notice public parking lot block 12/day.overall nice stay crowne plaza, stay got hotwire rate, ",positive "not bad clean comfy friendly good average hotel, looking ritzy n't place, decent view higher motel expectation ca n't afford ritz type hotel place not bad.as hotels downtown parking valet 25, better trying park street, room clean courteous friendly desk valet, ",positive "loved inn queen anne really great stay, great staff continental breakfast locationsuite included bedroom lounge room kitchen 2 walk-in robes den, ",positive "quaint not rundown son decided celebrate graduation high school trip seattle, chose inn queen anne proximity experience music project space needle funky shops eateries nearby, hotel described quaint pictures hotel website nice gave shot.upon entering hotel greeted carpet lobby filthy torn, uh-oh thought not good sign, desk overbooked paid confirmed reservations late arrival 2 weeks prior room left 2 beds, took hurriedly left things room grab quick bite, returning getting bed noticed room no a/c windows not open son double bed clean twin hairy sheets closet, not talking old fashioned wall pull-out bed-this actually tiny twin bed stuffed closet, went kitchenette leftovers fridge fridge mold did not work, went desk complain told nothing sucked tried sleep, took sheets bed used sons blanket eventually closet got stuffy jumped sons bed fan, morning experienced plumbing issues toilet shower bugs bathroom, packing looked bed make sure got discovered possessions stayed did, housekeepers did not clean beds change sheets, canceled rest stay decided leave seattle drove anacortes stayed cap sante inn- palace compared night before.i wrote manager queen anne requesting refund, received letter saying refund not given gave coupon stay, use, word quaint queen anne uses advertising not rundown.my advice anybody staying check room white glove inspection make sure working order agree stay it.by way queen anne policy reserve room charge card immediately not refund 72 hours advance cancellation, ridiculous, ",negative "comfortable apt.-style hotel enjoyable stay price amenities, european-style hotel, building old furniture classic style comfortable, no a/c upper floors able open windows, terrific grocery nearby metropolitan market good restaurants, seattle center space needle experience music project science center, far pike market waterfront inn shuttle available day, parking tight, limited hotel spaces usually parking street fee 1-2 hours, parking 6 p.m. free streets car 8 amreported slow toilet fixed immediately, staff responsive, ",positive "not bad place stay short term n't expect, want roominess amenities not walk stairs not place you.if day just need place sleep shower fine place, rate good compared lodgings city.it old 1920 built twin apartment buildings retired priests nuns, building sisters priests.our room queen bed large walk-in closet kitchenette bath, clean adequate night stay.the staff friendly bellboy..adam nice helpful, stairway funny smell mildew like room no air conditioner no smell, temps hit 90 open windows ceiling fan bearable, hot temperature seattle rare.this street city center old 1962 worlds fair site space needle park amusement rides short walk away, monorail 2 ride downtown, walk free public transportations pioneer square pike markey waterfront.if arriving air rush-hour period suggest let hotel book towncar, 45 plus tip taxi ride rush-hour expensive, stuck traffic nice not meter, went taxi 5 a.m. sunday cost 35 plus tip, ",positive "excellent stay staff friendly helpful, nice hotel price, supermarkets restaurants close proximity, ideal location space needle, breakfast included added bonus, rooms big spacious, overall nice experience relaxing, ",positive "return going seattle booked hotel knowing budget hotel, check-in friends met friendly warm welcome, rooms read reviews simple charming, beds-ok bathroom-ok really big closet nice little kitchenette.the breakfast not described great experience needs little kitchenette, bring coffee lobby prepare bacon eggs bought supermarket located not 150 metres away.what stay great experience friendly staff especially dana conveniant compementary shuttle service low price great location, 10-15 minute walk city center 2 minutes key arena 20 minutes hooters restaurant 20 minutes pike market 8 minutes space needle.///anders friends, ",positive "terrible hotel approximately 2 weeks ago april 25 2007 reservation hotel night 19 2007, wrote follow-up request reply advised reservation cancelled overbooking.i wote giving reservation number just wrote just saying sorry making no effort room nearby hotel, rhe emails brigeta operation manager, not written approximately 2 weeks stay positive left scrambe new hotel lobby inn queen anne.i practice unforgivable especially light having resevation number guarenteeing room 19 2007. point making advance reservations hotel suddenly cancel little advance notice sincerely greg scanlonsan francisco, ",negative "great price okay experience stayed inn queen anne nights mid-january 2007. price good 79/night room fine, old shabby clean comfortable, having kitchenette microwave stove sink fridge great room surprisingly large walk-in closet, service friendly no warned desk staff leaves 11:00 pm, calls desk hour fielded staff hotel problem example needed request iron ironing board morning n't able guy hotel n't queen anne answer phone, inn queen anne no elevator n't problem big problem some.the downside noise, hotel no soundproofing rooms night bed 2:30 ask next-door neighbors kind party going hold, morning plumbing noise deafening morning awakened 6:00 pm showers rooms me.however location great hotel just north space needle smack middle seattle bohemian-hip neighborhood, excellent cd shop just corner restaurants safeway, deep sleeper n't need first-class accomodations hotel good bargain, ",negative "old dumpy place problems head starts spinning thinking start, got like 10pm check-in told park street cuz no parking left lot, room tiny carpet dirty spots, room came kitchen nasty used, especially fridge time opened nasty odor rotten vegetables gushed fridge filled entire room, day night hear people talking walking stairwell right outside, noise streets right outside window substantial, just no sound insulation place, bathroom surprisingly clean room appeared well-kept, shower pressure horrible stay ran hot water twice, fact morning took cold shower basically start end, desk staff generally nice, guy completely uncaring unhelpful not sure problem, thing liked place ceiling fan walk-in closet, paid 100/night place suppose reasonable seattle center area, pay 40 night stay holiday inn express, basically ca n't recommend place, ",negative "great location staff location price make older hotel good choice, staff friendly, looking modern place not, old studio apartment building run hotel, great neighborhood close great local resturants, hotel does not sterile tourist feeling newer mid range hotels, feels like small european hotel, yes rooms use little moderizing compermise, just reservations stay, ",negative "dump stayed weekend expected charming 1929 property based web-site reviews expedia, did n't expect charming mean incompetent staff showers randomly scalding cold medium pressure just trickle tacky acoustic ceilings moldy non-functional windows shower no screens windows no a/c having room left unlocked maid service having wait 18 hours iron gave 30 minutes make wedding having car 8am parking thought desk reality n't etc. etc.expedia apparantly wo n't publish negative reviews like gather having tried 3 times publish on-line calling customer service exchanging e-mails, beware reviews expedia especially beware hotels like, ",negative "absolutely charming good value stayed numerous hotels seattle characterless star chains suites westin olympic past 45 plus years, inn queen anne really stands crowd, just best value accommodation seattle, loved place, older converted brick apartment building loaded charm, enter pretty courtyard trees flowers, wonderful-smelling hallways stained-glass light fixtures wing-back chairs sprinkling antiques, rooms not large far tiny comfortable clean, standard queen, slightly larger rooms queen twin, junior suites bedroom suites, mission-style furnishings upscale expected star hotel, bath small cute pedestal sink gold mirror elegant light fixture, soaps, upscale towels not huge tremendously fluffy adequate expected, did n't use little kitchen certainly come handy lot people, room nice walk-in closet real surprise, queen-sized bed firm comfortable carpets newer clean, staff friendly accommodating free continental breakfast fresh good, parking street 10 hotel bargain seattle.i know writers complained hotel n't understand, place cute charming fun heck good deal, recommending friends 87 year-old mother, like same-same cookie-cutter not place, charm individuality slight touch refinement grace elegance fall love did, ",positive "avings seattle did n't expect luxury price paid knew old building fine decor rooms small annoyances tried patience times like getting smoking room reservation non moved non 4 days later avail, no outlets bathroom did mirror main area new non-smok room having ask items daily maid service wash cloths bath mats maid service cleaned unwashed dishes bonus, observed items irons hair dryers extra pillows not available desk staff spoke did try help continually asked check later not accommodate, members staff spoke not knowledgable hotel lobby brochures pamphlets mags guided, looking no frills safe walking distances including great restaurants place, tips bring hair dryer iron remember no elevator building, ",negative "good bargain hotel great little neighborhood seattle city center space needle key arena 5 minutes downtown, free shuttle materialized promised location near monorail seattle excellent bus, not luxurious definition lovely old building clean quiet rooms kitchenettes like extended stay hotel, staff courteous helpful, parking 10/night onstreet parking free weekends plentiful no events going arena, recommend inn looking safe central location bargain price, ",negative "good choice seattle said little gem boutique hotel edge downtown, old building nicely maintained restored people not like slightly old finish, loved, room floor building, meant quiet fairly clear view space needle 5 blocks away, room 2 queen size beds separate small sitting room kitchen, worked clean.the staff friendly professional, valet parking quick easy, location partial residential area homely feel outside lots good neighbourhood restaurants pubs, short walk seattle center provided access monorail quck trip downtown.we definitely stay seattle, ",positive "nice comfortable stay people ask stay hotel say yes, just careful room in.i stayed marqueen 4 nights business trip, review mentioning noise thought having spacious comfortable room important, arrived couple asked prefer quiet room, took quiet room 3rd floor, checking desk person did not ask preference just let took room gave, turned direct noisy bar 2nd floor room 204. n't noisy checked 4 pm, wed. noise bar started 9 pm ended 2:30, window shut hear screaming guys gals smoking outside bar, believe hotel knew noise problem bar set ear plugs snack basket guest, use ear plugs night, weekday not imagine noisy weekend, morning changed quiet room 3rd floor facing backside building, rest stay wonderful, funny thing loud noise problem think staying hotel gave sense living seattle, loved, maybe hotel kind like apartment feel like living, having kitchen dining area nice, nice separate living area sofa coffee table.one thing car parking hotel tough, lot restriction street parking, expect pay 20 day valet parking hotel, able car day, pay tip valet parker.when went downtown meet husband walked monorail just 10 min nice walk hotel, monorail takes 2 min westlake shopping center center downtown, decided stay marqueen avoid room 2nd floor facing street, want quiet room ask 3rd floor facing building, little bit space needle view window, noticed 2nd floor facing no view, looking wall building sad, ",positive "nice touches arrived marqueen early hours moved noisy hotel downtown, receptionist helpful friendly colleague delivered earned bottle wine promptly room.all family friends hotel wedding, location easy reach space needle bars restaurants, welcomed use kitchen extras purchase basket room nice touch, staff courteous friendly turn service nice touch, ",positive "perfect bride/groom guests, husband chose marqueen wedding hotel july, talking hotel seattle marqueen best rates rooms/amenities run stay 3 nights 4th free- check website deals, excellent location amazingly easy work, offered small block rooms needing guaranteed fanatic went forth guest service manager times super nice, left bottle champagne room night wedding, thoughtful, rooms like small apartments- pictures posted previous guests accurate stayed room 202 nice view hotel 1st, small kitchenette built dining space huge bedroom small sitting room, used 202 brides getting ready room housed people comer/goers feeling crammed.the marqueen older building great architecture light took sight pictures headed wedding bride/groom, like hotels basics large room clean internet service, bellman help second car pulls opens/closes doors time arrive desk nice marqueen adds extra touch looking, esp wedding weekend.other details drawback didnt think dont serve breakfast, kitchenette pesos street yummy breakfasts, close multiple restaurants lower queen anne 2 large grocery stores kits camera came handy dry cleaners kinkos 2 starbucks- 4 block radius marqueen.- super clean rooms maids really good not disturbing wedding stuff organizing room service.- downtown shuttle awesome fyi- marriott lake union doesnt shuttle- guests staying overall disappointed parking easy valeted hotel time minimally, free internet worked well/fast, hooray, didnt notice elevator older guests handicapped, rooms floor.overall 5 stars highly recommend marqueen, enjoy, havnt added pics room 202 posted reviewer quite messy room, pictures good truly room, ",positive "close..but no sigar, stayed marqueen week, expensive, different experience staying typical hotel-chains, charming, variable service front-desk positive helpfull staff, room 211 spacius quite asked quite room got no view, window faced brick wall, probably better 3 floor.cleaning better hotel general soon general clean-up.close location space needle belltown, ",negative "fun charming just needed issues stayed marqueen days march tourist trip seattle intention hitting tourist sites having traveled seattle business times, marqueen location perfect seattle center space needle emp sci fi museum children museum theaters intiman seattle rep mccaw hall key arena, charming neighborhood good restaurants great not good selection does wear days rooms appointed having kitchen great, ate room going larry market right near good fresh meals.the staff friendly helpful seen awhile, knowledgeable friendly fake, quick recommendation need, not say good things staff, really stay worthwhile, weekend staff not friendly helpful.the drawbacks bed uncomfortable slept pillows flat hard, does loud event key arena bars street especially weekend avoid room floor facing street costs, n't like stairs avoid room floor, no elevator walking day gets tiring, clear day views floor room facing street gorgeous.you not close downtown pike place waterfront, did walk couple times n't terrible not advisable, did use shuttle times terrific not available stuck, schedule hotel advance ca n't schedule pick town advance chances, weekend staff not helpful regard kept recommending bus, got hotel shuttle available, shuttle really nice addition does make getting easier able schedule it.all nice place stay, showing age little bit charming better chain motel bland rooms decor, definitely recommend marqueen stay, ",positive "gorgeous hotel great hotel huge elegant rooms, clean staff friendly helpful, fantastic value money great location interesting views seattle window seconds away seattle center, recommend anybody, ",positive "charming great value marqueen stayed marqueen aug 15-21. staff accommodating holding room night flight cancelled not charging night cancellation, received floor hotel room requested booking internet site, rooms quite large convenient kitchen came handy staying week bringing home goodies pike place market, great location seattle center events opera, 20-25 minute walk market downtown enjoyed, coming home uphill challenge warm days, monorail convenient 2 block walk did not use, walk flights stairs chore not decent shape, great value 157/night attending opera nights location n't beat, coffee shop wonderful enjoyed 10 mercer dinner just appetizers drinks opera, clean, close transportation, offers car town did n't use, rented car nights parked street blocks away save valet fee hassle wanted use car, return price, ",positive "good choice marqueen place stay going key arena seattle center venues short walk away, building refurbished apartment house rooms bigger usual hotel room size kitchen separate sitting area, room elegantly furnished bed comfortable, staff cordial gave suggestions helped trip, wine-tasting event night stayed there.a couple things mind:1. no elevator bellman assisted luggage, unfortunately did not offer pick carry flights remind exercise good, no big deal you.2, coffee bar not coffee shop trendy bar hotel nothing hotel big chains, no big deal, neighborhood kinda funky pleasant did not walk far good places eat breakfast dinner, 3. hotel not downtown not walking distance pike place market pioneer square business district right seattle center entertainment venues museums space needle monorail takes right downtown 5 minutes, forms public transportation plentiful convenient.enjoy seattle, ",positive "perfect needs marqueen nice change typical boxy hotel room, like brand new not love sense history appreciate marqueen, advise trip advisor asked room not bothered noise fact thought maybe ones not case, apartment nice equipped kitchen space, proximity market good restaurants kerry park seattle center monorail walking workable option, staff gracious, ",positive "great location downtown currently staying mayflower park hotel, husband son stayed night arriving seattle, returned stay nights end travels flying sea-tac airport, contact hotel directly rate got cheaper going directly online aaa discount mayflower nice older hotel right heart downtown seattle, add hotels near location expensive just 6 blocks away cheaper cheaper mayflower land desirable location, mayflower old building renovated 90 clean decor like saying fancy mother laws house single bedroom small night fine barely fit luggage portacrib..this second time delux queen room upgraded free great size, bathrooms rooms nice clean tiny tastefully, desk really warm friendly restaurant bar site great, hope enjoy, ",positive "gem, just returned second delightful stay year mayflower park, 5th floor suite lovely sitting room separate bedroom, husband normally rises earlier perfect arrangement, wet sink bar coffee maker sitting room allows sit desk write enjoys morning coffee, comfy sofa armchair ottoman cocktail table windows sides make room pleasant place hang, enjoyed terrific lunch breakfast day andaluca nightcap oliver baseball game, rooms attractive friendly environments, hotel real winner feel totally home staying, ",positive "best bar lobby meet friend year, pop elevator oliver great place drinks people watching, great location, ",positive "luxury luxury having stayed suite elses dime, suite king size bed day bed dining table, posh tell truth stay movie rock star.no complaints does n't better, ",positive "nice stay mayflower park hotel great choice want equidistant space needle basball/football arenas did, needle definitely walkable.the stadiums longer.definitely leave 30-40 minutes walk.another thing close pike place market, blocks away.also right major shopping tins restaurants starbucks course plenty fast-food joints.the staff extremely friendly easily stay, rooms pleasant, classic room touch small fine fine people, ",positive "good hotel walls liked room small, staff great.oor.furnishings nice bed comfy.my compalint hear door, tv woke early n't talking loud hear form time time, wanted romantic away privacy, ",positive "mayflower park hotel-great location great hotel enjoyed night stay mayflower park hotel august 2005. busy time seattle ring cycle opera week upgraded suite pleasant surprise, wet bar coffeemaker mini-refigerator sink large living area desk free wireless internet access nice sofa comfy chairs king bed large closet/dressing room nice bathroom small historic fittings, hotel member historic hotels america lobby small evokes historic feeling, nice bonus invitation wednesday early evening wine tasting hors d'oeuvres restaurant andalucia, pleasant experience, did n't time use fitness center hotel location right center town provided lots exercise walking seattle hills, walked rei pike place market pioneer square victory brewery hotel, desk bell staff particularly helpful host wine tasting pleasant, certainly recommend mayflower park hotel definitely stay again-there seattle barely scratched surface, ",positive "great central location hotel ideally located 4 blocks pike market right beginning monorail line leading space needle, direct covered access mall surrounding monorail station, bar hotel offers great view street seattle fine cocktails, room small did not safe offered reception free.the complimentary wireless internet access great help research town.a note not know distinct scent pizza hallways lobby area maybe adjoining mall food court, ",positive "trust great, just returned trip seattle, booked mayflower park hotel based comments site thought share experience add mix, happy stayed, request early check-in rollaway family package tickets ready waiting arrived, room fantastic children talking great hotel bathrooms deluxe room, location great, stores shopping sites nearby easy access monorail, staff helpful friendly concierge little, drinks bar nice pricey, dinner andaluca fine nothing spectacular somewhat slow service n't busy, overall stay great hope return day, ",positive "wonderful stay decorating room little drab dark overall facility nice, deluxe single spacious corner room large seating area, staff gracious helpful price reasonable seattle season, location wonderful walk everthing convenient bus service, ",positive "wonderful hotel, just spent nights mayflower park wonderful experience, neat old hotel lot charm, staff friendly concierge folks helpful, hardly noise rooms, good beds not rock-hard like hotels, oliver bar bit pricey convenient better nonsmoking like rest hotel, upper floor room great view space needle, location ca n't beat, walked, concierge helped rent car day explored olympic peninsula, husband preferred staying cheaper n't deny nice experience mayflower park, ",positive "basic room no special employee attitude good downtown seattle location snobbish attitude desk friendly luggage handlers outdated interior need modernization, rooms fairly basic bit awkward small nonetheless clean, noisy ambiance proximity mono-rail blurts super sounding horn hours night, nice mall near hotel restaurants pike street market places walking distance, avoid seedy areas night located near pike market, bit pricey independent hotel definately think staying improve customer relations skill, ",negative "awesome location helpful staff clean rooms stayed moore hotel celebrate special occasion budget getaway downtown seattle, friendly staff offered helpful dining suggestions surprised spectacular room fifth floor, amazing close waterfront attractions walking distance, hotel clean fantastic value traveler n't phased quirks come older building, ",positive "cheap clean close downtown stayed week beginning 2008. seriously really great hotel seattle, price right location brilliant staff friendly helpful bob works afternoon/evenings goldmine information eat stayed room bathroom just sink 5th floor view sound foreground view rooftop carpark, room big clean bed comfortable tv zillion channels, tiny bit annoying wifi does n't really work rooms accessed lobby, shared bathrooms cleaned everyday did n't smell bad, floor stayed not renovated floor sure ask renovated room, hotel old hallways bit dark overall hotel does n't look like new modern/contemporary hotel, decor kind old location 2 blocks pike place market price definitely makes, definitely recommend place, stay grab pastry coffee pike place market breakfast, ",positive "moore deal, stayed moore years ago accident, booked place online turned total dump street recommended moore safer bargain-alternative friend i. pretty bare bones clean friendly staff feel home, coming years later appeared place bit facelift- new paint upgrades room, pretty basic smallish tv not way amenities bed comfy room clean, place cool history room despite recent coat paint funky touches big ol victorian bathtub noisy quaint furnace room, nitelite bar downstairs superconvenient want stay close hotel drink/bite eat, subject convenient probably best thing place proximity hotel pike place shopping seattle art museum, great place stay budget esp, n't want rent car want hoof downtown, ",positive "pretty good, spent nights moore, really like 3.5 ca n't, moore really cool old hotel excellent location walk seattle sights, good spot nightlife funky restaurants.i checked late night staff accomodating, room large clean, bed comfortable great view elliot bay window 7th floor, right near elevator hear minimal noise, no shampoo conditioner ehn brought anyway.i just parked street free 6pm 8am, 8 came paid parking meter, 3 2 hours.then picked friend airport drove vancouver.we returned seattle final night stay slightly great, room nice freshly painted clean faucet shower falling difficult use, night staff night not friendly, interrupted 20 minute conversation desk agent guest information using guest waited, clerk unhappy guest relieved.it great guest printer boarding pass welcome, not print you.i stay save questions friendly helpful day staff, ",negative "best deal town n't mind shabby lobby moore hotel best deal seattle, recent winter weekend charging half downtown hotels wanted, n't let somewhat shabby lobby scare, desk staff great service lacking, broken light fixture closet went unrepaired despite 3 requests, n't energy effiicient light bulbs great, avoid rooms bath hall, finally ask quiet room away 2 busy streets, ca n't beat location close pike place market restaurants shops bell town, 194 bus airport just 1.50 non stop, ",positive "great location fine stay stay moore looks little sketchy outside, inside solidly average great value seattle outrageously priced hotels bizarre reason.we went stay open minded not expecting cleanliness great location, yes rooms spartan opted splurge room bathroom share, tub/shower fine old clawfoot tub cool, difficult regulate hot water got scorched couple times, initial staff dealt checking pleasant night clerk total jerk, pillows exceptionally flat came dinner approximately 10:30pm asked additional pillow bath towel, rolled eyes acted like asked jog block twice undies, complained slammed things storage area desk told nevermind make, responded snarky yeah just going motions, words just pretending look pillow, jerk, fine moore, location perfect room clean comfortable, imagine summer hot hell upper floors no air conditioning, probably fine summer got unexpected heat wave really uncomfortable, ",positive "great location reasonable price stayed moore 2 nights prior alaska cruise trip, moore locates good location, walk pier pike place market downtown area easily, went jogging waterfront nice park enjoyed, walk ncl pearl pier 66 board ship nice walk downhill, location excellent price.the hotel not fancy clean, spend little bathroom instead sharing worth money, small tv no refrigerator drink, not problem walk buy stuff want nearby.this hotel good budget traveller wants stay near downtown area, way great time alaska ncl pearl fanstastic, ",negative "decent location nice staff disappointing read reviews citysearch trip advisor moore hotel, called book shared bathroom queen room avail, lived/traveled europe year did n't think shared bath problem, fiance shared bathroom toilet shower entire floor stayed room 403, 25 rooms 1 bathroom, yes read correctly 25 rooms 2 people room bathroom, everytime day/night/6am/midnight/noontime tried use shower busy, paper-thin walls no shower toilet far room tiny room dirty sink room smaller-than-reserved-bed miserable, asked change rooms told, tried hotel seattle 150/night impossible, loved town stay hotel, passed homeless/drunk/druggie-looking types way hotel night sure n't felt safe 6'5 fiance arm, wanted warn experience try stay capitol hill belltown close downtown action/shops/mass transit far away enjoy locals seattle, ",negative "funky boutique hotel different plain, no a/c small tvs minimalist decor, not fancy place right price budget-minded travellers.the biggest problems are:1. parking- hotel no parking no agreement local garages, wind parking nearby 20/day limited access car especially dark.2, neighborhood- blocks pike place market street little rundown little shady dark, street noise awake night summer.3, maintenance- hot water did not work bathroom sink elevator small noisy, 9pm use elevatorall things said not deny value hotel location, just prepared level amenities appropriate money, ",negative "perfect, love old hotels, searching web place mini-family reunion pleased moore hotel, tell owners trying 1907 flavor, ceiling lighting fixtures cast iron bathtubs true hotel era, moore reminded hotels stayed europe, private sleeping rooms jack-n-jill bathroom 6th floor, room queen bed twin beds, beds comfortable, furniture basic budget hotel variety kept, closets huge, enjoyed looking windows different periods architecture area bits waterfront seen buildings, rooms basic clean, no air conditioning windows opened allow nice breeze, room fan, staff best, aimed, guided great eateries explained parking situation able stretch vacation dollars helped polish birthday cake cold stone creamery, room management hold luggage checkout time need, location great, blocks pike market blocks car rental office blocks mono-rail station took space needle seattle center, encountered homeless people area encountered parts seattle, none rude forceful, area hotel buzzes nightlife variety clubs area, plus birthday group needed celebrated cake ice cream, drawback encountered noise street, used portable radio white noise not bothered traffic sounds, definitely, ",negative "great location clean rooms stayed june 3 nights, definitely no thrills place room fourth floor massive new carpet comfy bed clean sheets walk warbrobe sink, toilet shower room coridoor, refurb shower pressure great clean.it really close pike place pretty attraction walking distance depending far fancy walking, decor alittle dull nothing really bother, staff really helpfull friendly, location fairly safe did n't problems seatlle does fair share crazies pretty harmless.the bar door not normally home town popped cheeky cider ended chatting locals really cool little rough edges, ",positive "noisy good value felt like weekend away wife kids wife kids honest- know wont read, chose seattle easy reach hometown vancouver.decided moore hotel downtown thrifty poor reading previous reviews suit budget, staying night-how bad be.on look place outside knew wasnt going buckingham palace.the lobby pretty spartan desk clerk duty pretty friendly-one guy check inwas turned away place full-so book ahead.was pleasantly surprised room-spacious clean.no frills no shampoo bar soap needs.the mattress felt like water bed spring touch floor hopped it.ok so125 kgs it-but crikey bed springs surely seen better days.ah tv-but wait no remote-125 kgs jumping change channels not on.a trip reception enquire whereabouts saidremote-shrug shoulders-our guests home know set tv cnn duration stay.off pike place market-a short jaunt hotel-fantastic location-a dubious characters major city.parked right road place offering spot 5-had car night la hoya/mayweather fight local sports pub-on return garage full-now, no problem-park street free-after 6 pmand sunday day free.saturday evening winding down-seattleites winding up-the noise level rises crescendo-its 2 a.m.a water pipe prominent celing floor fixture room not outdone comes life gurgle splutterand keeps 5. a.m hour seattlitesdecide time home.i nod fitful sleep.something hotel though-somehow quaintand pleasant obscene kind way.was sorry leave-or teh thought monday office looming large, place go-just catch sleepbefore, ",negative "not bad price given central downtown location low price moore good value two-star, price not fancy adequate clean roomy, elevator hallways small dingy rooms fine, beds good tv sufficient channel selection telephone bathroom normal size adequate motel-type towels/face cloths soap no shampoo, no air conditioning small fan room barely sufficient, rural area did n't street noise bad hotel facing 1st, ave. expect city not objectional running fan white noise helps, definitely concur reviewers upper floor 5 higher definitely recommended, free internet service lobby, staff not overly helpful friendly provided acceptable service, best thing central location pike market good restaurants downtown sites free bus ride area, ",negative "rudest people dont stay, despite fact cool hotel place sucks, desk nights run rudest people met, not problem room extremely rude not hear issue, dissapointed, ",negative "terrible experience awful night stay, planned staying 3 dirty old hot, no a.c. met 2 policemen suggested safer place town, price n't, spend little lots advantages, ",negative "good location inside room moore old place good section downtown seattle center pike place market, room street bit noisy no a/c windows open, switched night courtyard room reflected traffic noise, courtyard rooms surround moore theater not want stay concert night unless n't bed early, prefer budget hotels near seattle center, ",negative "loved moore hotel, just got night stay moore hotel seattle, 65 night paid amazing deal, room 6th floor views bay, room large clean quiet somewhat dark staff friendly helpful, drawback clawfoot tub bathroom no decals bathmat not careful bit slippery, desk does not provide bath mats spend bucks, location really convenient just blocks pike place market easy walking distance pioneer square main shopping area location catch tourist buses cruises, metro bus 1.25 2.00 depending time day airport just blocks away, definitely stay seattle prices certainly afford, ",positive "great location great price stayed moore nights right memorial day standard room 2 double beds private bath 7th floor 719, room huge sparsely decorated, bathroom average small large walk-in closet, no air conditioning norm seattle, room clean smell cleaning supplies entered room, desk service great recommended great places eat order delivery shuttle airport, free internet terminal lobby appreciated.the location great not walkable attractions middle downtown free bus zone n't walk n't want to.our room approximately 100 tax night, stay, ",negative "best budget hotel seattle, reviews right best place location, easy walking distance, floor n't kept awake street traffic ca n't vouch lower rooms, reception friendly price great seattle.only negative points dingy little bathroom fairly small lift cares, ",positive "surprising enjoyable stay, 3 hotels stayed trip seattle vancouver moore hotel expensive surprisingly best, room bare-bones comfortable, 7th floor room quiet windows open, immediate neighborhood devoid homeless beggers, guest wireless internet lobby, word advice sure lock deadbolt door leave room.like reviewer walked moore king street amtrak station, walking n't bad pretty far, mistake walking 1st walking virginia extremely steep hill, way hotel website misleading, picture shown moore theater not entrance hotel, hotel located 2nd ave middle stewart virginia, sign entrance hotel flat building not visible walking street, reached area 11 night totally confused hotel, maybe just tired.by way reviewers mention hotel couple blocks pike market, true extremely steep decline stewart virginia, save punishment knees walking 2nd ave pike street market, want good exercise walk uphill stewart hotel, majority market does n't start opening 10am takes 1/2 hour setup, 6pm pretty closed.i apologize mentioned coupon hotel, ",positive "moore hotel greatest place charming quaint friendly, great location ca n't beat price 10 foot pole, love little shops block underpants jewelry toys stop shopping n't need practical- nitelite bar downstairs awesome, ",positive "stay, stayed moore 3 nights- n't better time, building old extra charming loved staff wireless network, great location right pike place market moore theater lots cute little independant shops, nice views cheap n't believe, bar downstairs excellent decorations- check, ",positive "moore best great practical hotel outstanding price, walking distance, great friendly staff, great price great location, room simple bathrooms claw feet tubs definately visit, ",positive "incredible price better location, exhaustive online search booked moore hotel 22-24 2005 sister short shopping/sightseeing trip seattle, beautiful 3-hour drive vancouver canada arrived late check-in no problem greeted cool front-desk clerk accomodating, room 6th floor lovely view sound large comfortable impeccably clean bathroom complete creatively-folded towels just like caribbean, 69 night n't imagine better value major city especially given location walking distance pike place market amazing shopping great belltown restaurants, n't forget ask front-desk staff parking, directed parkade street 15/24 hours, city moore hotel, ",positive "deal, picked moore basis reviews n't disappointed, great seattle location close, rates reasonable larger room immaculately clean spacious comfortable, does n't little things like shampoo hair dryers, knew brought, staff helpful provided internet access lobby check email, heat wave windows open fan provided management fine, stay anytime, ",positive "great little place fantastic staff makes place excellent exceptional staff, bob ed, love, moore hotel situated stewart virginia 2nd ave. just block pike place, major attractions easy reach foot free downtown metro bus, n't pre-arranged transport bus 194 airport westlake center 2 blocks moore hotel, 30 minute ride 1.25, hotel currently renovation open fix rooms time, lucky newer ensuite rooms 5th floor 2 separate occasions 520 500. renovated rooms look kind eclectic clean spacious, rooms no air make quite warm summer borrow small fan desk, parking hotel 10 overnight gated night did not car overheard lady desk, parking hotel 3rd ave price, n't know way just ask desk tell tonnes suggestions places, no room service restaurants hotel no lack restaurants surrounding hotel, note restaurants/shops 1st ave/pike place close 6 pm weekdays not sure weekends, shops/restaurants westlake center close later 8.30 pm.i definately recommend hotel looking clean friendly place stay high downtown prices, ",positive "miss, stayed hotel friend weekend 19th-21st september, stayed recommended friend book basis stay reasonable, definitely not case time, disappointing things weekend executuve hotel pacific placed room directly opposite elevators 5th floor, noise elevators guests returning home early hours morning loud usually heavy sleeper hear clearly night, cleaning staff racket morning difficult sleep past 7am.2.we specific online request small fridge room medications, obviously ignored online pleas checked, previously similar hotels offered small portable fridge/cooler exact purpose.3, air conditioning did work turn produced worrying burning smell turned not used weeks, tried open window stuck open cm try let cool fresh air stuffy room.4, bathroom small size n't main issue, shower head virtually no pressure toilet noisy time flushed hear toilets adjacent rooms quite clearly, old poor plumbing.5, suggested desk staff reasons said fully booked night change rooms second night, agreed, presented desk new room day new staff member stated nothing documented book room change booked not help, fact freely admitted just used room guest checked minutes overbooked rooms 4 guests check-in, not imagine reputable hotel does admits guests, glad check-out not returning hotel, time gladly pay extra dollars decent hotel room service, ",negative "middle road not sure recommend hotel great old feel comfy beds not recommend terrible service desk staff dirty appearance bathroom, husband stayed weekend location hotel wonderful not perfect, condition hotel far perfect, headboards tears bathroom sanitary feeling room small paint coming baseboards places, feel like cosmetic changes make room appealing spending lot money hotel, nonetheless beds great tv nice conveniently placed feel nothing hisotric seattle, expecting breathtaking n't recommend hotel, simly need stay- suit fine, ",negative "not recommend staying, staff routinely indifferent point rude, parking arrangement public garage hill corner remarkably inconvenient, mobility issues parking hotel challenging maneuver, rooms adequate not maintained cleaned particularly, hotel not bad easily better seattle, definitely, ",negative "stay away dirty rooms stayed far better places seattle, room size prison cell window facing outside wall, quiet showered flushed toilet, plus seattle best coffee lobby right downtown, hotel limo expect pay 30 yellow cab, hotel staff helpful friendly, ",negative "just right love old buildings old hotels, room corner floor, directly fabulous seattle public library, room perfectly small bathroom great, love old deep porcelain bathtub endless hot water, makes love room, one-piece modern sink stunning know, walked ferry thanksgiving, fyi known choose straight hill fourth avenue walk downtown hotel way, young daughter ended walking gauntlet single homeless illegal men sitting pier near marketplace, uncomfortable especially pulling luggage, n't highest vibration sure, addition ate great thanksgiving buffet dinner street sazerac restaurant located hotel monaco, delicious, lovely way spend holiday certain, like energy ambience old hotels adore hot baths excellent customer service stay executive hotel pacific downtown seattle, free wireless internet awesome, ",positive "good location hotel located, rooms quite cozy comfy bed, bathroom fine said toilet flush really noisy likely wake half middle night.we did door adjcent room really gotdisturbed night door antics quick phone reception 3am soon sorted, real grip attitude reception desk manager forget charm brick, welcoming terribly polite having just arrived seattle vancouver shocked disappointed welcometo city, tip hotel management send guyon charm course maybe just somebody, ok hotel convenient town.cheers, ",negative "enjoyed executive hotel pacific stayed hotel 2 nights, room clean small comfortable worked staff pleasant, cardio room eliptical bike treadmill think new, used small worked needs, looked new seattle library fantastic, walked remember downtown area free zone metro hop bus free zone, 2 beautifully sunny days seattle, fantastic place, ",positive "cramped noisy overrated husband just stayed hotel mid-july horrible experience, not superior queen room incredibly cramped noises elevator guests rooms nearly impossible sleep night, hotel promises amenities wireless internet access rooms n't working, felt like paid place set sour tone beginning vacation, nights cancelled rest stay booked new hotel, ",negative "comfy super location, place fabulous, room little small coming nyc no biggie no pun intended, bed linens really nice duvet cover king size pillows, shower fantastic provided bathrobe, think best ammenities congierge, provided colorful map city gave really good tips based interests, told efficient route wanted, thing n't crazy parking garage, little bit maze, did n't pay not sure fluke hotel validates parking, safe right door, ",positive "nice small bathroom stayed hotel nights returned night leaving seattle, king size room actually large room bathrooms small times, sink tiny second time no room toiletries, overall room clean nice bed flat-screen tv, road noise street, parking 19 night privileges, good location, ",negative "not designed business stayed 2 nights executive seattle business, rooms small expected boutique hotel, not prepared size bathroom, literally step stall shower close door, room obviously suite time door adjoining room blocked large tv hear word conversations neighbors having, hotel offers free wireless nice no desk work, bed amazing, comfortable, nice pillows, great comforter, air conditioning worked quite, seattle best coffee house lobby great bonus, plus ca n't beat location price.if complaints stay, sacrifice amenities price charm, minor compared quality service received hotel, prepared poor service called confirm late arrival answered phone plain hello instead announcing hotel, arrived 11:00 pm 2 young men counter moved hold door help bags, lobby steps elevator checking moved help bags stairs, literally stood desk watched struggle, housekeeping staff not better, room looked like just neatened not cleaned, room coffee pot not washed, carpet not vacuumed, hopefully owner hotel read review shape staff, ",negative "great older hotel downtown location great especially qwest field seahawks game, staff friendly helpful, room small clean appointed, recommend quick overnights, ",positive "small fine really really really small room old buildings like small, computers guest use wi-fi nice sitting room/business area, parking costs 8 day covered garage door, good location shopping waterfront, loved elliotts waterfront restaurant brooklyn restaurant, loved nordstroms, great time seattle, ",negative "disappointing, approximately weeks ago husband dog repeat guests executive pacific plaza hotel quick business trip, just month prior stayed 5-days father son graduation great time, majority staff quite friendly inviting, price affordable rooms nice location amazing needs, challenge encountered reserved room asked nice reservationists confirmation directed e-mail forward fathers itinerary traveling california, assured occur did not, experience great talking property affordability location, needed return business selected property positive experience weeks prior, time booked reservation on-line party immediately receive confirmation itinerary travels exactly occurred, called property advance confirm arrangements informed bringing dog, confirm acknowledgement, arriving property mentioned returning just weeks previous visit acknowledged, assigned room entered not quite impressed, room located wing hotel end hallway rooms clustered hand written signs room doors stating painting, located floor previous room king bed queen, room small cramped view house workings systems not staying long not big issue, time checked needed leave event 5:00pm sound possibly paint sprayer did not cause discomfort, returned hotel approximately 11:30pm tired total 4-days travel early late events, slept just fine promptly 7:47am awaken sounds staff yelling forth, stopped 50 minutes began, decided time pack leave no big deal guess, husband took dog walk car continued prepare departure, came tell went car broken, contacted garage attendant told 17 level garage happens time, offered parking hotel, point weighing entire experience limited stay feeling quite disappointed decided share experience management, check asked nice desk attendant speak manager regards experience stated desk supervisor did wish speak general manager, told comfortable speaking comfortable share gm, said yes, went explain entire experience empathized added appeared apparent penalized booking party room assignment opportunity raised upgrade no chose quite confident hotel not 100 occupancy, stated new construction noise given option not bothered advance, did not argue facts, offered credit parking charge said credited room night charge paid, just insult injury point, say said treated better parking garage management graciously offered vacuum glass car window thief broke no charge let dog ini hotel management business past 10-years believe understanding point view patronage unappreciated.the hotel potential understand just recently changed ownership/management july, need remember just need make people feel special goes long way guest experience regardless things direct control.it weeks not follow-up hotel, experience disappointing, ",negative "best location nice clean hotel low price, traveling budget want best location nicest room possible 100 place, older maintained hotel walking distance pike place market 1/2 mile way, located street new seattle central library, park car not use ready check, advantage city traffic parking problems.the competition price range cheap hotel chains comfort inn located freeway onramps need drive everything.note pacific plaza hotel does not parking lot does agreement attached parking garage discount price customers 18 day 10/05, ",positive "good news/ bad news seattle just night opted location price lack air conditioning room quite uncomfortably warm large screened window ceiling bureau fan going speed, location prime walked right street wonderful tour seattle library walked street pike market street frye museum, staff pleasant, room pretty small adult couple teenage daughter, coffee shop lobby good quick continental breakfast, ",negative "small good value spent nights pacific plaza not overly impressed hotel room perfectly adequate needed, bed quite comfortable pillows small bit squished, room contained queen-sized bed large upholstered chair medium dresser large television set, bathroom small clean fresh towels soap provided day, happy hotel price paid, enjoyed coffee shop main level visitor lobby complete free internet acessible computers wonderful, staff friendly majority guests, definitely stay, ",positive "great deal great location, traveling stayed perfect, yes small like european hotels sleeping cares, charming unique, best clean, walking distance staff super helpful, n't someplace want cram family definite good deal travelers, ",positive "better just got week seattle loved minute, pacific plaza good buy use improvement, 8th floor heat builidng rise room, room non-smoking internal ventilation draw smoke rooms, staff courteous helpful location good, ",negative "happy hotel family husband toddler stayed week house hunting seattle, room located 23rd floor view space needle not facing i-5 water, felt lucky renovated room, sister family spent night 18th floor half-way renovated room, bathroom needed updating old, make sure ask renovated room, i-5 little noisy sleep, heating/cooling loud kept night.hotel staff helpful pleasant no matter hour, hotel food good.the hotel located bit away westlake pike place waterfront, got use walking hills n't bad, yes starbucks corner, nice local market located steet blocks quick walk, bank america atm inside.overall pretty happy hotel, ",positive "good place stay stayed nights end august 2008. impressions n't great building looks little long tooth main highway lobby dated room large clean bathroom, hotel location n't bad easy walking distance downtown attractions steep hill doorstep tough negotiate evening meal, speaking food breakfast especially pancakes good, staff friendly helpful offered store bag weeks alaska, ",positive "upgrade outdated arrived given junior suite marriott silver status, upgraded room joke, switches broken linens old bed sagged lcd tv sitting radiator not bed, addition nearly impossible king size bed no walking room, room away highway road noise bad, wife didnot sleep wink night, morning canceled 2 days reservation moved towneplace suites near airport, half price better renaissance, worst marriott stayed, stay away, ",negative "alright check great let check early, requested got mini refrigerator, quite walking distance pike place, nice supermarket block away, room ok, ",positive "dirty place, watch, limited english used, reading reviews sounds like complete different hotel stayed, stayed 9/12-9/15 room club level floor 26. say rooms needed updating understatement, not usually care decade style problem decades dirt cause room itch produce rash, case, everytime left room breath did not itch, return room began, carpet multi dark color did lot hide years goodness knows, did not dare walk barefoot, carpet tore doorway tiles loose bathroom, usually hotel remodels starts expensive room remodels long way off.beds beds nothing special, bathroom size closet forget closing door not possible.for need know friends requested handicap room wheelchair, no handicap room, regular room couple shower bars minumum legal requirement, not service personal check bar course spoke complete coherent english, need know want communicate housekeeping staff gift store, incredibly frustrating tell housekeeping leave extra towels draw pictures.the called parking garage unmanned entry completely unsafe, need know, dark shadowed underground exceptionally tight spaces, elevators not clear, actually enter doorways stairs flight reach elevator places, stairways believe town, careful check breeze check, english speaking folks hidden, bar course want money aggrevating you.however note credit card charged twice entire stay having worst time resolving issue, reason feel compelled connecting desk hotel, folks not billing, trying 2 days, ",negative "great deal priceline bid win, live vancouver bc spend weekends seattle, having used priceline price function times happy renaissance, nicer crowne plaza red lion waaaay better sketchy holiday inn express stuck priceline.the renaissance lobby lovely staff friendly rooms large clean comfortable pool gym nice location convenient, stay walk pike place crocodile space needle times stay, people n't like walk bit far space needle area stop nitelite halfway drink hotel parking atrocious use going bumbershoot n't want waste time coming car, normally use street parking-it plentiful close hotel free evenings/sundays/holidays.i pay 260 dollars night place nights booked coming weekend payed 258 dollars instead 700+ website, labor day/bumbershoot weekend hotels scarce, seattle expensive hotel town, moore costs pay renaissance budget boutique hotel.it good deal, ",positive "great location friendly staff comfortable beds got great deal priceline 100/night treated paid price, room nice comfortable beds complimentary coffee cocoa nice start day, location makes easy sites hills make walk little bit exercise, grayline shuttle sea tac drops hotel inexpensive, ate bar night good food reasonably priced ate restaurants water, victoria clipper 2 10 tip, definitely stay, ",positive "yuck, stayed hotel nights earlier month, stayed number renaissance hotels states europe happy, read reviews surprised mixed report felt worth risk trying use remaining marriott points free stay category 5 hotel bad, shocked, room straight 70s earlier, worn carpet worn furniture ancient bathroom, satisfactory no mood different hotel thought, tried use internet, sorry just sucks hotel, hours work online transfer files, slower old fashioned modem remember, spent hour phone internet dept kept claiming people hotel sharing files overloading network did make slightly better, took night files transfer hotel, comparison work days earlier westin canada hour, totally unacceptable, tried luck wireless neighboring hotel instead absolutely no way convinced return hotel, ",negative "nice hotel, good check fast staff friendly, breakfast cafe good expensive.the rooms clean beds comfortable, hotel centrally located walking distance quite attractions, 12 year old son loved indoor pool, floor great views, hung night.the bad, traffic east freeway terrible, 23rd floor hear night, n't request room change light sleeper bother you. 23.00 night parking ridiculous, stay got good deal, ",positive "worst hotel experience thinking booking room hotel just n't, traveled seattle 3 work colleagues seminar, booked room priceline asking 3-star hotel downtown seattle got reservations renaissance supposedly 4-star hotel, disaster half got rooms i-5 freeway building, noise bad large container trucks rumbling night switch rooms, earplugs did n't help block noise, rooms pretty shabby scratched damaged furniture, complained management asked switch rooms told priceline rooms discounted rooms n't expect quality paying guests, ended having pay extra 25 night just adequate rooms.the half group got rooms hotel, construction going early morning quite late night, rooms terribly noisy earplugs cut noise.the staff acted like complaints guests not able sleep noise old news did n't want hear, acted indignant dare complain extremely rude dismissive.also ice machines broken floors search 3 floors working no attempt fix, no minibar mini refrigerator rooms, spot refigerator used removed all.the renaissance bills 4-star hotel, rating based solely hotel lobby 3 stars, based shabby rooms noise lack service rude staff stretched 1 star stay renaissance hotel, ",negative "enjoyed stay stayed hotel nights, water temperature shower barely luke warm calls desk problem fixed, staff friendly restaurant breakfast buffet nice, huge storm hardly noticable tv reception n't big problem, overall happy accomodations stay, ",negative "nice hotel friendly staff no problem checking parking reviews suggested, hotels seattle charge parking went expecting, parking garage clean lit equipped elevator lobby hotel.the staff friendly met request smile, morning beverage option nice touch kids enjoyed, rooms clean maintained, wish pool larger tended kept comfortable temp, location convenient long n't walking, surely stay, ",positive "stay tonight, slept wonderful, love comforters double sheets, kids loved indoor pool morning hot chocolate, left upscale shower samples not typical brands, got room service dinner nights n't terribly expensive actually tasted good, parking does cost 21 bucks parking just expensive seattle, got great deal room did n't feel bad extras, paid extra internet room bucks day internet long distance phone calls, definitely stay, ",positive "great business hotel stayed hotel times year business really good experience overall, staff members encountered friendly desk staff staff members encountered elevators, rooms immaculate hotel well-maintained, room service quick complimentary beverage service morning great, location walking distance tons restaurants shopping, thing so-so thing restaurant food service italian restaurant inside hotel, prices average service slow recommend checking restaurants area eating, n't restaurant particularly bad just lot better restaurants close walking distance.all great place stay business use marriott points long weekend, ",positive "great service probably half star star hotel, guest services outstanding employees ask needed help walking getting hotel desk, ate hotel cafe 2nd floor quick bite checking steak sandwich tender tasted, hot water bathroom instant towels nice, paid 100 night priceline think parking hotel 21 dollars night.feel free ask questions, ",positive "stayed saturday night stop flying home day, floor overlooking expressway, hear noise, restaurants walked square 4 blocks hotel nothing open 2000 saturday hotel restaurants decided not good choice, bed comfortable, today checking bank statements unexplained 104 charge credit card, real test phone calls correct mistake really just hotel, nothing special bit isolated close expressway, ",negative "expect saw rate online sites werent planning stay got group rate 129 room worthwhile certainly wouldnt pay seen rate 199.the room clean spacious comfortable, really great view city.the service friendly, desk pretty slow hotel fully booked busy.the pool pleasant restaurant expect renaissance.the hotel hill fairly steep climb cheap taxi ride didnt feel like walking, ",negative "happier reservation hotels minute taxes paid 200 room, free coffee hot chocolate request wake-up, stayed similar boutique-style hotels cities in-room coffee fan bathroom non-chipping tiles bathroom, personally not recommend hotel desk personnel helpful reasonably friendly, bell personnel left waiting 90+ weather half hour said right car, ",negative "bad vibrations short version air conditioning hotel builds harmonic modulating vibration ducts coming basement, room air returns coming 2 minute buildup release noise drove nuts, figured nicely moved room realize problem probably hear rooms loud did not drive nuts low level, liked open windows hotel right i-5 continuously traveled types vehicles quite loud windows open not.the normal level great marriott service pleasant not stay facility changes air, ",negative "checked early wo n't stay room dirty checked food substances carpet, late night let, got evening no maid service n't provide maid service stay week, furnishings cheap room small simply not worth price, motel 6 masquerading pricier simply not worth, ",negative "parking fee stinks, husband booked room year half ago wonderful view city lights, unfortunately gotten 11 p.m. did n't chance, wanted thrilled got great deal priceline days ago looked forward nice time weekend.at check-in parking car lot informed park hotel pay 19 night car, told expensive places park area total lie way day walking area, probably checked ahead time honestly ca n't remember time hotel renting room does n't free parking greatly reduced stay, bad customer service.the woman checked not friendly barely polite maybe did n't pay 160 night like offer website 11th floor freeway view, quite noisy not pretty, disappointing, requests ahead time king bed non-smoking room taken care double check check-in.one good thing offered complimentary hot chocolate wakeup tasty, stay closer home affordable hotel does n't stiff parking time, ",negative "fine hotel stayed august 2004 hotel better expected, hotel internet no experience seattle environs, renaissance sits atop hill suppose nearly mile seattle straight walk seafront, walking different matter n't stay not walk hills b n't want pay taxi fare hotel cost 5 7 usually, hotel extremely comfortable small pool 28th floor gym staff extremely friendly, nicer hotels stayed, ",positive "overpriced got friends family discount room way overpriced, location great walking various places city room tiny, no idea hilton insists making people pay internet access especially room expensive, not particularly impressive, ",negative "better previous reviews suggest stayed downtown hilton recently nights conference, apprehensive stay given negative reviews travellers, positive experience stay did not use exercise facility business features, suggestion requested upper floor room view puget sound, quite pleasant, room clean quiet little small, bathroom amenities quite nice, ordered room service stay food excellent arrived ordered, additonally lobby bar pleasant understated, not sure hotel good value rate discounted conference served quite nicely, ",positive "horrible customer service worst hilton possibly worst hotel, trying review guidelines feel important people know kinds business practices ran into.we stayed hilton nights second night having wedding reception hilton.all booking went smoothly room decent exectutive sweet not overpriced got discount having reception there.the problems arrived later reception short summary things happened.-elevators having issues night.-myself reception stuck lobby n't reception elevators not working key card given not working up-the dj closing party early party no staff locking room not allowing entrance gather belongs use reception room additional hour half booked contract-a hilton staff member challenging fist fight telling hit got aggravated insisted let up.-having head security apologize actions said staff member.-finally getting executive suite stay rest night.-having police wife assaulted hilton staff member tried fight putting hand getting security apologized us.-after police left hearing story hour later long elevators broken night manager security officer showed kick mentioned assault glad arrest n't made.-after threatening lawyers involved breach contract told stay.-getting 15 minutes later night manager apologize told work sort discount trouble.-waking morning finding double charged room parking vehicles not ours.-dealing people nice saying work getting charges reversed right back.-finding hilton additional charges not outlined contract consent-being told willing reverse small portion charges staff says story false.so end breached contract refused credit, not sure action burned abuse received, ",negative "agree worst hilton, absolute worst hilton stayed, gold hh members travel lot absolute worst hilton world, leg week vacation 10 year old daughter took hilton properties south lake tahoe ca way whistler bc, rate hiltons excellentfirst charge 9.95 night use internet room, free wireless internet available executive lounge small converted guest room lobby, went executive lounge comical, business people packed elbow elbow laptops using free internet eating drinking free food, sight, sure de-congest executive lounge did n't charge internet stayed hilton honors floor noticed dirty dishes newspapers hall n't picked days there.the excercise room size walk closet treadmills stepper jammed there.the people provided sort customer service bellmen, desk personnel management delt no customer service skills.my car parked hilton garage window smashed car ransacked, hilton security simply left business card smashed window took time sweep glass ground, discovered hilton security knew car broken let sit smashed window days, did notify, no, series failures hilton staff touch seattle hilton director security, asked n't notified car broken, response not policy not parking manual, hilton honors stated gm contact monday, wednesday no response, finally drafted lenghty letter hilton corporate hq regarding seattle hilton, ",negative "perfect convention property stayed april 7 11. attended conference held hotel.this property great location downtown seattle easy walking distance pike place market pacific place shopping convention center monorail space needle, older property way guess slightly smaller bedroom bathroom sizes narrow corridors floor levels small number rooms floor, walls tiles linens furnishings clean modern presenting nice decor, bathrooms equipped crabtree evelyn le source toiletries favorite, start floor 14 run floor 28 restaurant 29th floor, elevators provided smooth speedy service, plus access guest floor room key required helping make single traveler feel safe.the meeting rooms spacious hotel staff kept refreshments aplenty.breakfast lunch day restaurant unexpected gourmet treat elegant normally required informal meals, restaurant spectacular view puget sound sky clear olympic mountains, view easily seen seating area.the bar area menu did n't eat bar large cozy decor.the concierge friendly helpful, night reservation cutter restaurant making sure restaurant provide complimentary transportation return hotel, restaurant given appetizer courtesy concierge, needed 4:15am town car pick airport day concierge booked company saving 15 affordable transportation internet.my disappointment business center small 6 fee use, hotels offer complimentary service, maybe seattle hilton change soon, thanks great nights slept, ",positive "good location average rooms great exec lounge stayed daughters downtown hilton property night holiday weekend, nice view bay buildings got way, desk staff polite helpful did treat older guests little disrespect, parking joke 26.00 nite, positive executive lounge little cramped offered free drinks appetizers everynight 5 9pm exec concierge helpful, dinner salty included complimentary limo ride hilton big win kids, stay points business money look booking, ",negative "stay plenty nice hotels seattle, not, terrible stay bellman lost luggage phones did n't work dirty sheets letter manager answered acknowledged, better staying, ",negative "average facilities need overhaul feel dated, service ok. reason stay good rate need central location, ",negative "no miss hotel vanish no miss, hotel far jewel hilton family crown, long-in-the-tooth, room carpet pronounced grease stain temperature difficult control, room pooly lit, taking elevators thrill ride half time floor number display elevator did n't work missed digit elevator rocket past floor open inner doors motion floor making paticularly worrisome small child, interior elevator doors scratched grafitti, businessman continental breakfast place twice making play detective morning, breakfast held tiniest conference rooms gym.internet service room off-line refunds offered ask specifically.the parking garage horrendous caution not rent large long vehicle make u-turn required second floor.chances staying zero, ",negative "excellent choice great choice stay close airport right street, room lovely price right booked hotels, room quiet offered, just aware parking 15.00 overnight, ",positive "posh hotel husband stayed hilton seattle september 2003 night really liked, stayed queen room bed, bed linens wall paper furniture bathroom really nice, nice view, centrally located, reserved room hotwire.com room 100, ",positive "ok price people agree hotel ok price, reason given 4 instead 3 points think having returned 4 week united states trip hotel average prize charge. 99 high season people including average breakfast located not far downtown seattle sounds like pretty good deal me.the location really convenient just short walk space needle air train directly seattle.the staff helpful friendly complimentary wireless internet available coffee tea lobby.the rooms clean way small, basically crawl bed reach far room, hotel slowest elevator seen convenience location prize just beats small downsides, ",positive "just fine make minute trip seattle conventions going closest hotel downtown area, arrive dingy 70 exterior does n't lot ease mind nor does location room things improve, newly renovated clean, bed quite comfortable room quiet despite facing busy street, rooms quite small live nyc used tight quarters did n't really bother, breakfast room makes high school cafeteria feel like ritz depressing start day skip talk walk belltown proper cup coffee kind breakfast want.totally acceptable motel edge town, ",negative "ok just need clean space sleep just finished 5-night stay comfort suites downtown seattle moved hotel road night heading home, boy surprised difference hotel facility, stayed quality inn/suites past far favorite, quality inns/suites not comfort inns/suites operated hotel family chain expect equivalent similar quality standard especially hotels 300 feet away, despite quality inn/suites downtown seattle offers clean basic rooms maybe 5-10 pricing somewhat run-down facility bear-cave feel small dark old, guess just want simple basic place stay day budget conscious q hotel seattle okay choice, mediocre overall upgrades definitely needed hotel, ",negative "seattle stay quality inn suites seattle located blocks seattle center home space needle, area originally built 1962 world fair, area appears offices t.v, stations, did walk blocks restaurants food court center house near space needle, monorail seattle center runs westlake center mall plenty shopping restaurants.the hotel built fair added years ago recently rooms updated, room small adults sightseeing time fine, room 2 double beds included microwave refrigerator, bathroom updated marble floor new fixtures, staff friendly helpful hotel clean, hotel stay room quiet, hotel busy highway, window closed noise not problem, parking free hotel great downtown hotel stalls limited, serve nice breakfast near pool area, breakfast room fills quickly earlier better, area hotel not tourist friendly thought hotel bargain, 115/night 4 adults free breakfast free parking downtown seattle, ",negative "left hand does n't know right doing desk clerks not helpful getting type room booked 4 month advance.the maids baggage handlers courteous helpful.ricky desk clerk know doing.the pool closed nights promises open soon.double room did not book nicer queen bed room did book, ",negative "ok price older hotel somewhat run, check quick, room king bed small, a/c noisy, good breakfast dining area grungy looking.hotel plus convenient space needle.their transport safeco field small shuttle bus told handle 14 passengers, realizing not hold crowd waiting hotel cab saw shuttle 35 minute wait, slow trip game rush hour n't shuttle make trips forth, ",negative "avoid costs place nightmare, understaffed messy, arrived 10 pm guests deep desk telephone continually ringing employee, later lone employee hired week ago, room clean medicinal smell cleaning fluids overwhelming, hallways elevator dirty littered, place absolutely no appeal not close worth 140.00 night, ",negative "great location parking expensive loved location modern clean comfort amenities staff service value got 140 hotwire, definitely stay recommend friends.it located right retail core 6 blocks pike place market 5 minutes definite, major chain stores restaurants movie theatres doorstep, wireless internet flatscreen lcd room terminals free hotel guests locared right lobby new fitness centre just opened.parking expensive 38 day valet jockey did suggest alternative self-park lot nearby 10, raining tired used hotel valet, n't drive shuttle airport 11 way, ",positive "great hotel great location, stayed august round world trip, hotel great central location tour boeing factory left lobby, hotel little shop souveniers necessities food toiletries check fast easy, room spacious mini bar locked unless asked key clean, iron ironing board hair dryer starbucks coffee available room, housekeeping make beds day wo n't change linen unless place card bed, free internet available lobby room approx 10 24 hours, minor thing rooms close doors noisy people come, definitely stay, ",positive "great service location great hotel, location amazing, able walk safeco field bit walk public market shopping, chose walk sapce needle easily monorail couple blocks away.the rooms nice clean comfortable.the problem parking, self parking consisted public lots property 38 valet parking, no park just check valets ask valet car immediately ask leave.if looking drinks friends stay away hotel lounge, way overpriced drinks really watered, despite parking hotel lounge great place stay, ",positive "nice stay sheraton stayed sheraton nights july seattle area business, assigned club floor room pike st. tower, pike st. tower older rooms corridors quite clean fresh.i happened 34th floor just fitness center pool 35th floor renovation, quite bit drilling/jack hammering going 9:00am 4:00pm annoying n't going 6am.a temporary fitness facility setup newer tower does job.the room comfortable nice large flat panel television plenty space spread, hotel staff friendly check-in process quick efficient.the location great plenty shopping restaurants quick walk doors, stayed westin seattle year sheraton location nicer.all pleasant stay, ",negative "great priceline rate large room live seattle suburb wanted stay downtown wedding, selected 4 star downtown seattle priceline 99, reservation accurate no problems check, given king bed old tower, room large comfortable bed, duvet traditional old blanket, knows washed surprised high end chain hotel, motel like feature rough towels, valet parking 35 wired internet 10, ",positive "great location reservation mixup great hotel superb location, new tower attend conference, facilities superb food excellent, mixup fact extended original reservation definately recommend hotel, ",positive "book priceline reviewers suggested place 100 night priceline, easily accomadated request king room new tower, beautiful hotel perfect location, walked took ferry bainbridge bus locks ballard, nobody renting car stay, bus downtown airport 1.50 person takes 1/2 hour, parking expensive downtown hotel used use public transport, ",positive "not impressive, husband attending conference hotel chose stay directly hotel conference, days spent alexis absolutely gorgeous, booked directly sheraton website unable accommodate room newly refurbished section hotel unless chose room double beds, room good sized drab, bathroom cramped compared alexis offered toiletries provided way perfumey, say simple pleasure enjoy lotions, hotel provides, positive note bed comfortable heater noise minimal, desk staff nice.they nickel dime, 12/day including tax internet, break, spoiled room amenities alexis place stay time, ",negative "sheraton place stay, stayed hotel gf easter long weekend, central location downtown decided, booking easy hotel website really good price stay friday promo 129 great considering star hotel, got confirmation number called hotel reserve room union street tower ust newer 2007 slightly shorter 26 floors building opposed pike street tower built 1982 renovated 2004, desk said note reservation confirmed checked, amazing lobby, room perfect, end corner floor windows adjacent walls hear ice machine little, 7th floor facing highway exit not noisy street, super clean room immaculate bathroom, big king bed flat screen plasma note tv guest services local weather celsius, totally lucked sunny weekend seattle no, downside parking, heart downtown pay took reviewer tip did not use hotel 35 day 6pm in-out privilages declared check-in add added, instead tried convention centre block north hotel, nite parked 6:30pm got car 6:00p day 30, second nite parked 9:30pm convention centre closes got car 1:30pm= 22, no in-out privilages okay mainly walking downtown, good luck, ",positive "relaxing stay great location sheraton hotel prime location heart downtown seattle, convenient shopping easy stroll away pike place market, stayed hotel times staff professional courteous, opening new pine street tower completion lobby renovations added attractiveness hotel, room decor comfortable furnishings thought, really liked new bliss mandarin mint bath products, ",positive "nice place good staff clean good location used priceline price got room 2 night stay 101 night, got noon wait 2:30 check held bags just went grabbed lunch, little bit mix-up regarding request king size bed management ended upgrading corner room larger room hdtv king bed did n't charge us.we asked new tower recommended people, nice explored older tower nice, complaint new tower pool/spa/workout area located old tower lobby, knew happy room old tower.free wifi lobby pay room, great room safe, larger laptop hotel locked room spare.the staff professional polite actually knew answers questions asked, place spotless convention going, asked robes happily supplied 2 nice comfy ones no charge.my minuses bed little hard comfy additional fees little things typical hotels seattle, parking 35 day in-room internet 11 day.otherwise nice size rooms good security friendly staff clean employees professional friendly, flying suggest not renting car seattle crazy parking expensive, hotel walking distance attractions space needle monorail couple blocks away happy stay, cab from/to airport 30, generic shuttle runs string different hotels 18 round trip pp, ",positive "great hotel stayed sheraton town wedding church reception close hotel, little did know booked hotel close seattle attractions, hotel located downtown near shopping, monterail blocks away space needle, pike place market throw fish 5 blocks 15 min walk, did not rent car wanted walking distance.we took taxi hotel sea-tac airport, 15-20 min drive cost 35, want cheaper bus 10.25 person.we arrived hours check-in time, not problem room ready, 29th floor beautiful view city, recommend hotel really liked, free internet guests, complaint bathroom sink drain broken service restaurant not good, definitly stay, ",positive "great hotel great location, stayed mlk weekend really liked hotel, users recommendations requested room new tower, flight delayed 2 a.m. pst pulled sheraton, gentleman working desk entered having difficult time figuring switch new tower, finally succeeded went room turned gave handicapped room meant having strange bathroom seat shower no counter space railing, way late energy ask non-handicapped room went sleep, room quite nice brand new including nice flat-screen tv, ca n't complain, did head original tower occasions use gym, hotel large pool/gym floor complete beautiful views seattle puget sound, large hotel surprised 4 treadmills, use sign 25 minute time limit people waiting, not huge deal definitely room improvement there.as mentioned reviewers parking problem, 35 valet insane, parked convention center lots area allowed overnight self-parking, not lucky experience low rates posted convention center website paid 22/day good savings valet no means bargain, highly recommend not renting car going spending time seattle proper especially staying sheraton, 10 seattle airport shuttle drops people directly hotel definitely cheaper parking overall definitely stay just hopefully not handicapped room, ",positive "great seattle location great downtown hotel, parking problem, read reviews hotel parking 35 overnite, parked block away convention center 18.short 6 block walk pike place market, n't miss excellent dinner hotel daily grill definitely stay, ",positive "thoroughly enjoyed stay spent 4 nights business july, stayed new tower room outstanding, bed comfortable, conference facilities excellent, downtown location terrific walking, problem fitness facilities limited, opened 5:30 lineup machines, 4 treadmills couple ellipticals resistance machines not size hotel, ",positive "fantastic hotel fabulous stay sheraton downtown seattle, stayed remodeled union tower king corner room.the room decorated shades chocolate brown caramel cream tasteful roomy clean.the staff helpful courteous, hotel walking distance things downtown seattle, fabulous weekend highly recommend hotel looking stay downtown area, ",positive "great hotel great location great hotel fantastic location, having read reviews trip advisor emailed hotel arrival ask room new block got, room nice big modern lovely bathroom, lobby massive check check no wait, ate restaurant evening quiet pricey lovely, bar nice serves wide range drinks cocktails, best thing going hotel opinion location, going shop sightseeing thing location fantastic, right middle, really enjoyed visit seattle hightened stay sheraton, no hesitation recommending hotel, ",positive "wonderful time sheraton stayed sheraton auguest 20 2007. pleasantly surprised experience, emailed hotel earlier requesting king room new tower, did n't really expect receive asked afterall payed 125 priceline, checkin pleasantly suprised assigned king room new tower, room lovely, comfy bed lovely view nicer tv home, bathroom bright clean comfortable, location convenient, concierge helpful helping city bus king street station, not hesitate stay, ",positive "nice hotel stayed hotel times past, stay new tower, rooms new tower definitely nicer original tower, brighter fresher look, original tower rooms fine just n't nice, pool area offers great view city, location hotel perfect parking expensive hotel stayed seattle.my complaints minor construction going lobby area slight feel construction zone areas hidden black curtains, minor guess finished end september, restaurant lounge area bit disconnected hotel, tend prefer hotels lobby bars does not, ",positive "worse stay hotel, no help, concierge no idea sites city espically, finding concierge knew fishermans terminal advised taking cab did, not knowing cabs did not return area, stuck hour calling hotel assistance having tell use nothing, saw guests upset, ",negative "friendly staff comfortable beds stayed hotel tour included 6 hotel coast california, enjoyed hotel, great location tourists, close market place attractions, desk staff accommodating thanks christopher rest hotel staff friendly, loved beds comfortable, breakfast included tour enjoyed, want included buffet fruit fresh, hi morgan wait staff, hotel bright clean looking fresh flowers lobby area, seattle try make short trip boeing aircraft factory, loved tour, people seattle portland willing help tourists directions suggestions, ",positive "avoid construction/refurbishment completed stayed sheraton seattle day cruise, hotel perfect location walk downtown restaurants shops, hotel construction entrance poorly marked hotel, taxi driver not pull curb construction materials street, no help luggage no ramp street, lobby offered help luggage, late, check breeze 5 minutes, sets elevators depending floor directed wrong set, fortunately caught error getting, room clean standard outdated shades buff yellow, no gift/sundry shop construction restaurant/bar just cordoned section lobby.i try seattle sheraton construction refurbishment finished not, thought secured felt reasonable rate hotwire not feel hotel worth price, ",negative "stay bellevue instead write review leisure traveller, hotel superb location beds super comfortable it.the valet parking 35.00 said, rooms not modern way starting 10 year old television, strikes odd lay-out bathroom, open door walk straight wall better sober, step shower foot toilet, not quiet hotel.the noise showers not allow fallback sleep awaken, noise doors closing compared door close 6 hour arguementwith girlfriend boyfriend foundations literallly shake.i n't know want stay hotel prices charged going spend money stay hyatt westin, budget stay bellevue hotels everybit nice better, recommend bellevue athletic club hyatt westin, taxi public transport town save money steak dinner ruth chris, ",negative "nice hotel beware 26 parking/valet fee, great location clean comfy stylish room great service nice views 26 parking fee, expecting 15 seriously 26 bucks, hurt cough money, ",positive "nice location lovely room view good requesting view seattle fruitless did n't realize view bay day checked clouds lifted ferry cruising grey water rewarding sun comes, room warm experience hotel rooms tend chilly cozily decorated sandy tones appealing bureau instead typical tv cabinet drawers, room clean nicely turned arrived comfortable bathroom closet, hotel employees spoke pleasant, hotel excellent location tourism pike street market easy walk street taxis readily available nearby, upscale malls various sizes immediate area large movie theatres borders barnes noble williams sonoma anne taylor original nordstrom nordstrom rack say high-end retailer planet represented, downtown hilly pike street walkable not steep, grayline tours desk lobby picks hotel tours airport shuttles handy, bad hotel pool inside floor ill lit chilly, obviously heated not, jacuzzi nice, soda machine floor floor broken ones did work refused function used change bills, pleasant little porch area corner entrance closed sunday night construction going hotel forcing enter exit hotel badly designed main entrance, essentially driveway taxis limos cars constantly arriving leaving bit hazardous navigate especially no pedestrian walk extends public sidewalk just hop apron near hotel doors hope suv n't swing corner pretty blind construction overhang, lobby area dark uninviting, guessing chihuly sculpture kept reading removed construction safekeeping.summary overall nice hotel bad spots, little concerned entrance issue elderly travelling elderly shaky/weak feet getting door sidewalk clearly bit dangerous, ",positive "pleases sheraton hotel towers, wife stayed sheraton nights prior alaska cruise, booked hotwire, stay expected, great room, upgrade 29th floor close pikes market.it 10 cab ride pier, purchased roundtrip ticket airporter sheraton, took cab pier, saved 15 n't alot convenient bus drivers friendly cabbies.all-in-all wnat close downtown action great hotel pick, definently 4-star, ",positive "careful book, careful room type person, husband room double beds no kings available beds took room, lounge chairs struck corner n't really tv, going spending nights moved hotel bigger rooms inn harbor steps highly recommend.location central great shopping linens bed comfortable, staff nice n't change room, ",negative "overall great hotel stayed 6 days october 2004 convention, brought wife toddler son.the location incredibly convenient downtown seattle close convention center pike marketplace restaurants.the desk staff cordial provided room wanted reasonable time.the room received good view little puget sound clean comfortable, facilities maintained pool added plus.service room service bell staff maid service concierge friendly excellent.on-site restaurants over-priced unimpressive food spotty service.the hotel little pricey despite convention-associated discounts reasonable considering overall consistent quality.notably checking mistake mini-bar charge 10 disputed removed promptly type apology mistake, overall desk left bad taste mouth marred decent stay.in sum great hotel consistently excellent service family-friendly, little pricey considering mediocre restaurant offerings reasonable value, probably need monitor desk staff carefully offer impression impression customers, ",positive "great view, great hotel stay travel seattle, stayed week march 28 night, view room terrific 23rd floor facing downtown, puget sound skyscrapers mountains, location great service great, overall great place stay, ",positive "good location recently stayed 3 nights sheraton, did priceline got room 100 night fri mon, good location downtown area, walking distance pike street market little pioneer square walk not bad, highly recommend walking parking downtown area terrible, parking hotel cost 26 night, hotel nice clean room average small bathroom hear people door, n't think stayed n't got good rate priceline, note restaurants market area close 6 6:30 finding local place eat kind hard, weather permits suggest going bank america building 5th street observation floor costs just 5 great view better space needle, n't forget umbrella sweater coat hood oh good walking shoes, rains lot seattle definitely fall temp 50 60, try ferry ride bremerton bainbridge island drive car walk, came bremerton night view downtown seattle awesome, ",positive "great hotel great location stay 9/23-9/24, happy room sheraton priceline 100/night excited able stay hotel arrived hotel did not disappoint, bed pillows comforter comfy clean, bathroom clean nice, location hotel wonderful just short walk 5 blocks pikes market short walk monorail takes directly space needle experience music project emp, lots shopping directly hotel, definitely stay sheraton good deal try luck priceline paying dollar directly hotel, ",positive "wo n't book, just returned seattle booked seattle sheraton towers nights, left hotel night desk did n't inquire leaving, club floor 2 hours morning continental breakfast 2 hours evening canapes lounge closed tight, evening poured coffee used small plastic container cream dish coffee urn, cream sour curdled coffee not staff personnel talk, room dreary stains carpets, good location hotel definitely seen better days, ",negative "excellent location, enjoyed stay hotel close pike street market, nice short walk market sample fresh mini donuts spot eat award winning restaurants facing river mountains, rooms hotel clean day equipped accoutrements needed traveler, hotel staff friendly professional, ",positive "great location nice hotel second stay hotel, amazing perspective changes depending price, time stayed sheraton towers baseball star weekend years paid 300.00, time used priceline stayed 100.00 plus tax, 100.00 night place steal, wonderfully central location, street monorail convention center great shopping, hotel offers solid business class accomodations, price break definitely recommend place, ",positive "loved sheraton towers seattle, great hotel great location, nicest rooms comfy beds, located blocks pike place public market shopping ideal, furla store, marla manger doll, lots great places shop eat, athenian market good, space needle cool dinner make worth, view killer food good, aquarium ok time, going sheraton f nice, nice staff, ask concierge coupons attractions, buses run downtown area free cool, no need rent car airport expensive use gray line bus forth airport.p.s, il bistro nice romantic restaurant, ",positive "best deal town write reviews feel compelled time, staying hotel currently times past, hotel center city 100 nearly impossible seattle, block westlake center blocks pike place market really ideal location, no-frills hotel rooms clean comfortable well-insulated w/ basic amenities including in-room coffee, housekeeping staff great desk personnel extremely kind helpful, nice restaurant downstairs laundry fitness room onsite, highly recommend place return, ",positive "lemon 1 going check recheck 2 days later asked avenune inn heavey luggage 2 days come check desk refuesed, unbeliable, othere average hotelalways luggage recheck 2 days, avenue innis not kindness, not victoria easy hand free trip victoria carrying heavy luggage.2 agency tried fax asked fax nunber avenue inn told disconnet number agency called unable fax desk gave 2nd fax busy line number agency unable fax avenue inn doew not let use customer fax line avenune inn exclude use internet customer unable receive important fax.3since unable fax agent tried room desk said telephone room not working today imagine let customer use intenet overall hotel does not provide fax service nor telephonecommunication service room terrible service not thinking customers, emergency happen family howguest know news., willl not recommend ohters use hotel, ",negative "decent room affordable price downtown seattle went visit friend seattle mid-september game husky stadium, chose place looking various websites affordable hotel room downtown, place fit bill.the room average typical midgrade hotel, clean, real downside walls did not hold sound outside, heard lot noise rooms outside, fortunately slept well.the staff nice willing hold bags hours checked out.there restaurant hotel ate breakfast food pretty good.this hotel 3 blocks westlake center terminus s lake union streetcar monorail seattle center space needle area, blocks pike place market hill, ",negative "great location laughable rooms booked flights seattle package got great deal, 660 people nights airfare did n't choice stay, hotel old kind stinky, refused elevator bit decrepit smelled vomit stairways smelled like pee room quite clean bare, walked city times location hotel superb, belltown tons cute places eat drink right downtown plethora chain clothing stores, n't know stay certainly sufficient low budget minute long weekend trip, ",negative "great cozy hoitel location great right westin mcdonalds walking distance downtown monorail, outside looks like older small motel inside good mid-level think holiday inn, resturant bit pricy food good quality atmosphere great wood burning fireplace, nice place gray day seattle.i booked airline milage points highly reccommend, ",positive "not bad price great bargain downtown seattle.it old clean little noisy, location great, staff friendlly, able leave car parking lot hours checked real nice bonus, just need place sleep night bargain price, want amenities, stay, ",negative "walk pike place market breakfast seattle native pleased bid win sixth avenue inn onpriceline, motel just motel right middle downtown seattle, think remember seattle world fairin 1962, bit dated bathroom did n't shelf space imo overlook type thing amazing safe location, think returned 60 drive easy access i-5 important location unbeatable no long waits elevators walks endless lobbies, poof door way pike place market belltown downtown monorail, pro football baseball venues 15 min bus ride south, exploring downtown seattle goal want play dollarsinstead paying high rise view try motel, ",negative "come n't understand bad reviews, hotel simple got exactly need nice confortable bed clean bathroom excellent price, near walked pike place market monorail, ",positive "not book false information family just finished 7-day alaskan cruise, looking hotel seattle wa shuttle service pier hotel hotel airport place leave luggage 5-6 hrs went site seeing downtown, booking company particular hotel assured criteria met hotel booked room just store luggage 115, ended no travel accomodations hotel airport, ended having 2 taxis destinations, needless say angry extra 80 hotel, hotel manager not available phone, customer service reps finally got called 5-6 times sent email website, matter resolved hopefully, said reimburse taxi fares believe, advice situation grab taxi airport 30 flat fee downtown seatac airport check luggage early ride-on bus downtown 1.50 way seniors free kids, free ride bus downtown seattle 7pm everyday, ",negative "great location stayed property times, like hotel location, hotel walking distance pike market al shopping seattle.the hotel parking pay small fee nightly rate payed 99, rooms clean good beds, experienced problems stays, ",negative "budget booked hotel weekend november recommendation clean spartan room travel book not expecting seriously whelmed, room old tired felt dirty, slept fully clothed wore socks times, shower gross sink toilet new clean, pillows felt filled cotton balls bed creaked squeaked slightest movement did walls carpet stained did not feel lock door work, faced lovely strip club, noise outside hotel expected downtown location noise inside hotel obscene, people banging door 3 morning party room not mention felt right bed, walls general paper hear neighbours conversations watching tv.some staff friendly not sharpest location great walk, not reccomend embarresed say stayed, ",negative "sixth ave good budget choice downtown really enjoyed stay sixth ave inn, room appeared newly renovated spacious modern, hotel good location exploring seattle..we walked pikes place market 10 minutes downtown stores closer, hotel restaurant gem..great food good prices nicer atmosphere expected, hotel parking charge 10 night good downtown hotel, definately stay seattle, ",positive "watch bait-and-switch room rates, rooms acceptable, having restaurant bar attached hotel helpful, booked rooms hotels thankfully printed email confirmations showing rates.since initially no doubles available reserved single queen rollaway bed order sisters share room, arrived room queen beds cancelled rollaway.when checked management version rates 30 higher night room, certainly understand days multiple coupons memberships discounts misunderstanding occur, issue email printout took minutes convince fairly hostile desk adjust final bill.after returned home checked visa addition room charges single 34 charge, turns never-seen never-used rollaway, having lengthy discussion long-distance phone called visa disputed charge.ok hotel bad management, ",negative "affordable great location price boyfriend stayed 2 nights weekend getaway seattle 80us night needed, staff friendly room clean, great budget hotel felt safe, parking hotel 8/day, barely spent time room choose hotel convenient location things wanted, walking distance mcdonalds starbucks shopping centres short driving distances space needle emp, thing did n't like uncomfortably flat pillows bed, got corner suite cold went play heating warmed, aside great value, 2 recommendations loves bubble tea try gossip bubbletea chinatown, tons bubble tea vancouver gossip best, thank previous posters board tip vegetarian lovers try araya thai vegetarian cuisine, great price nice atmosphere generous portions, ",positive "basic hotel basic needs hotel perfect young travellers just need place sleep no needs far that.the rooms basic clean beds comfortable bathrooms clean hot water small showers desk staff friendly helpful not, essentially star hotel fair square.bring earplugs walls paper constant noise street rooms, just people room moving awake night creates loud creaking thumping sound step take.the area so-so, walking distance main areas attractions cab rides short cheap central location n't want walking immediate area surrounding hotel.the best feature hotel restaurant, staff amazingly friendly attentive fast, service notch, food great, n't expect gourmet cusine hotel callibre, homestyle american food good oversized portions perfect sharing, stay hotel bring earplugs, ",negative "average experience rooms sixth avenue inn included delta weekend getaway package seattle, centrally located inn not hotel choose nor seek again.the property old showing age, rooms cramped dark, furnishings uncomfortable extremely hard beds rickety wicker patio furniture used place conventional chairs, high speed internet access provided 10.00 day port wired wall does not extend tiny nearby desk making computers difficult use, pay-as-you-go terminal lobby slow crippled worth money, not place stay plan work room.the desk staff helpful needed fax refax documents.breakfast restaurant surprisingly hearty not seek lived seattle, breakfast not included room.in end property not best choice business vacation users good solution young people looking inexpensive rooms heart seattle, ",negative "great value excellent staff 6th ave inn does n't look like special given hotels thatsurround, low rise concrete motel like facade, n't fooled this.the hotel offers good value money right downtown seattle.plus points good rates locationhigh speed internet access rooms pay wifi lobby restaurant.good cozy bar excellent value restaurant.excellent helpful friendly staffminus points rooms little care wornmaid service little erratic friendly.overall excellent, staff makes breaks hotel people atthe 6th ave inn not faulted, desk/restaurant staff aresuperbbest tips try joe special breakfast food week seattle great public transport, n't pay 35 taxi airport, ride 194 stops westlake centre shortwalk hotel 1.25 peak 2.00 peak fare just quick plan trips n't easier certainly, ",positive "o.k, place price recently stayed oct. 2004 4 nights, trip seattle not familiar area hotel, price 70 night room fair improvements nice hotel.upon arriving noticed hallways funny smell rooms clean, bathroom small hard 2 people ready, no mirror dresser difficult ready room husband showered, needed extra towels set person provided extras dresser, pillows lumpy no iron board room arrived.front desk staff accomodating helpful, ate restaurant twice good food service slow, ordered long island iced tea strong, tried bartender fix handed sweet sour wash, did n't drink not charged commented not order kind drink ca n't handle liquor not say patron paying meals drinks.overall recommend short stay days nicer places located heart downtown want pay bit, ",negative "disappointed sixth avenue inn nice place stay changes, staff hotel nice tried helpful, not stay sixth avenue inn nor recommend stay, significant changes need, assigned smoking room room, not told room smoking room making reservation, bed like marble slab, pillows lumpy spotted/dirty small, no extra blankets pillows room, mistook bath towel hand towel towels small, towels towels 1 person use, requested ironing board cover board dirty totally grossed, towel cover use, hotel continuously understaffed, hostess busboy running frantically restaurant sad watch try care guests, maid service did n't come room late afternoon, arriving shampoo bottle room opened looked like shampoo missing, usually hotel problems just, bad nice hotel, ",negative "recommed andra, grew seattle moved away years, recommend andra friends family visit andra hippest hotel town best rooms.i recently stayed march birthday/st, patrick day, booked one-bedroom corner suite screaming deal spring seattle 369 night yes suite 400 spring seattle, love hotel rooms, ample space wonderful decor comfy chenille blankie, flat-panel televisions.i similar suites westin fairmont price paid price andra andra wins hands-down, bathrooms think totally awesome, love original tile bathroom floor love ample lighting bathroom esp nightlight, let talk desk, compliments outfit immediately wins brownie points, ",positive "love andra, updated trendy hotel perfect location, stayed andra times great experience, rooms updated clean spacious, staff friendly helpful, restaurant convenient choices food vacinity, prefer stay andra anytime seattle, ",positive "not quite title review basically sums recent stay andra, overall satisfied stay got deep discount left wondering listed small luxury hotels world.we lux king corner suite suite quite spacious quiet did restful sleep, beds/linens soft comfortable brought extra pillows requested, plenty storage suite 2 closets set drawers plus generously-sized night tables plus.however sofa disappointing cheap construction sagging middle fairly uncomfortable sit watch tv, armchair seriously needed recovering edges worn dirty frayed, suite overhaul soon noticed chipped paint plus chipped scratched furniture, carpets felt bit grimy overall feeling room cleaner.the bathroom small knew going having read past reviews, did not bother adequate shelves storage, like soaking tub forget, tub low overflow drain obviously designed hates baths, 5'2 not big maximum water level came lower abdomen, reclined trying soak water kept draining gave 5 minutes, shower pressure good tons hot water time day, face stockholm amenities delicious subtle white tea fragrance bottles size postage stamps cheap luxury hotel, staff happy send tiring request daily basis.the staff 20-30 somethings pleasant eager, feel not achieved luxury level service, simple request sent seattle times v. new york times like read local news, daily basis received new york times credit swiftly replaced seattle times request n't asking 4 days row, time asked desk person reconfirm reservation concierge left looked like handed dead fish, nitpicking expect maybe motel 6 v. luxury hotel, actually place andra slightly 3 star hotel not luxury level, staff accomodating pleasant room ok. stay got low rate not stay pay high season rate approx 480.00 felt service room not worth, ",negative "okay amazing lost bags, stayed friend wedding, high expectations going hotel not impressed checked, rooms small cramped, bathrooms small, stayed sheraton seattle previous nights paid price far impressed accommodations sheraton better accommodations bigger rooms bigger bathrooms cleaner upscale.during checkout checked bags hotel lunch, came bags nobody able, ended having ask bellboy basement bags not ended finding locked random room basement, staff pretty worthless bags lost, ",negative "favorite hotel work responsibilities taken seattle 4-6 times year years stayed hotel andra dozen times 2-5 nights stay, time period travel extensively domestically internationally favorite hotel, apart superb location seam downtown seattle bell town wonderful restaurants location not beat view non-convention style hotel contemporary furnishings comfortable beds efficient workspaces easy internet access excellent restaurants accessible lobby, breakfasts lola just outstanding assaggio terrific italian place dinner street excellent lunch dinner dahlia lounge, staff particularly friendly responsive happy accommodate reasonable requests favors, not news junkie really value fact ask presto free copy new york times including sunday, door morning, ",positive "great stay, just returned home great stay andra, travelling single woman business like andra great safe location easily walk shopping restaurants business district, staff welcoming check-in acknowledged returned end work day, room comfortable showed attention, not hesitate stay, ",positive "loved andra, visited andra stayed nights, wonderful hotel feel special moment checked, older couple enjoy quiet atmosphere, lobby restaurant animated problem smelled delicious, greet door desk, room small did not request large room, bathroom perfect super comfortable bathtub, bed bedding wonderful, website check pillows, andra clean, not lot reasonably priced restaurants sight andra blocks away large shopping mall, andra did n't mention asked dining, fine early dinner avoid dark, definitely return thank making visit happy, ",positive "great boutique hotel stayed hotel andra business trip october 2007. walking distance convention center prime shopping seattle, hotel not directly serviced downtown airporter shuttle airport downtown hotels hotel immediately door warwick stop walk 1/2 block andra, lovely boutique hotel appears recently remodeled, modern lobby cozy fireplace, desk staff helpful friendly, room spacious 2 queen beds sitting area bar area, decor modern ikea-esque, view neighboring construction site unfortunately interestingly really heard annoying sounds construction, pretty small bathroom compared hotels nice, frette towels face stockholm bath products, small business center 2 computers printers free charge, did n't use gym ca n't comment, pay daily rate in-room wireless, lots great eating options walking distance, restaurant lobby lola amazing, tom douglas establishment mediterranean theme definitely lived hype, tom douglas restaurant street dahlia lounge amazing donuts menu dessert served warm marscarpone cheese green apple butter, amazing, adjacent dahlia bakery great cup morning coffee pastry, overall definitely stay visiting seattle, ",positive "pretty good funky nice property booked weekend luxury link included gift cards food restaurant downstairs champagne chocolate strawberries.the rooms nice, quite spacious beautiful linens, frette towels face stockholm toiletries, gave 4* thought service ok not spectacular, nothing wrong not particularly friendly helpful hotel costs 200 night.the restaurant downstairs good busy locals, tom douglas pizza restaurant fabulous, block 2 away, im not sure open stayed andra subsequently visited restaurant great easy walk central shopping area 5 blocks pike place market, walked seahawks game, block 2 felt bit uneasy dark homeless people doorways fine, probably n't walk female, nice weekend lovely intimate hotel, ",positive "nice hotel nice location stayed hotel andra night quick stop seattle start family vacation, nice clean hotel exceptional service, rooms bed comfortable exception airconditioning bit noisy, bathroom small clean, stay travelling kids longer stay definately rooms, ",positive "great hotel avoid t-mobile hotspot hotel great stayed, friendly staff great location rooms really nice large, downside t-mobile hotspot drastically overcharged acted like doing favor rebating 1/2 overcharged pay double, advice use wired internet hotel run hotel not t-mobile, ",positive "fine hotel pretty good best thing size rooms really spacious separate large closet area kitchenette area, right heart downtown walk pretty centre/capitol hill, reception staff little bit snippish nothing bad, hotel restaurant ca n't remember right lobby served good breakfast staff v friendly helpful, experience good, ",positive "comfortable great personal service hotel lovely oasis peace calm, service competent not overbearing, upgraded suite n't know loved having extra sitting room, decor uncluttered warm inviting bathroom actually place stuff, sunday morning lobby inviting fireplace burning lovely ambience spite modern/industrial decor, ",positive "excellent stay great hotel great staff stayed hotel andra 4 nights negative point noisy a/c unit, rest terrific great room great staff especialy valet/doormen, n't forget eat lola, not food exceptional service flawless, ",positive "great location just far away crowds waterfront close walk great restaurants local attractions, time booking rooms 2 queen beds available, arrival asked king room, upgraded accommodate bed type, rooms spacious small bathrooms okay area getting dressed drying hair, stayed 2 nights booked night return trip, received upgrade, staff helpful onsite restaurants good, ",positive "comfortable stay hotel andra just returned home business trip ended nights hotel andra, booked andra suite just right size, loved walk closet nice bags flipped open room, couch super comfy watching tv end day, touches liked length dressing mirror ca n't beat comfortable bed, bathroom tiny despite modern upgrades dated water shower got hot prefer, not missed restaurant downstairs, ate 3 times delicious especially order donuts mascarpone cheese, bar makes great drinks, ",positive "good service great beds over-priced stayed hotel andra nights, staff helpful stay, place beautifully decorated rooms average size, place quite clean, bed wonderful, usually terrible night sleep hotel great sleep nights row, did not hotel noisy husband did, did hotel bit priced got, billed small luxury hotel really did n't different decor, location great walked hotel, breakfast lola adjoining restaurant excellent, doughnuts, raving, overall enjoyed stay time stay expensive, ",negative "poor service good reviews andra gets makes wonder stayed place.my wife spent nights honeymoon seattle andra, wish days trip did n't anti-climax.having read previous bad review hotel contacted andra advance reserve room high floor away elevators soundproofing non-existent.what room did, lower floor opposite elevator, willing away elevator floor.our package included champagne truffles arrival, truffles did n't arrive final night complaints desk.i handed item clothing laundered, came ruined.overall andra great looking hotel marks poor service.the saving grace adjacent lola restaurant serves great food, ",negative "glad chose andra truly minute booking morning day arrived san francisco portland, stayed night traveling victoria bc andra charming worthy praise gotten, valet/door attendant little slow service door haphazard day desk friendly helpful not, did great seattle map given tourists questions things located, decor comfortable touches nyc chic.we got studio king bed couch far end large room sliver puget sound window room reminded nyc high end studio apartment modern spotlessly clean right fantastic frette linens bed outstandingly comfortable tiny nicely appointed bathroom, bathroom really tiny no place store hold toiletries important great soaps toiletries bedroom tv terrific sized flat screen view bed couch, did n't eat bar restaurant nightlife definitely evident ate anthony waterfront night great definitely try hotel restaurant time.so close downtown area quick walk seaport shopping n't think reason not return time, ",positive "not world class hotel chose hotel trip girlfriend listed small luxury hotels world registry, disappointed hotels listed slhw perfect way hotel andra truly average, fine average, stayed 5 nights, rooms fine not luxurious, bathroom tiny, problems no works age 25. really need seasoned professional concierge knows doing, just example check early morning departure pay reasonable hefty 5 nights turning away ask desk clerk map airport, proceeds argue need map easy airport downtown seattle, finally says guess print mapquest, no-brainer, ",negative "super place stay, treat book andra business trip, spell bad luck finding good hotels recent previous trips pleasure stay spacious clean quiet hotel friendly professional staff, especially liked wonderfully comfortable bed cool bathroom, guys manning door helpful cute, loved modern decor interior, pleased hotel centrally located shopping dinning seattle downtown district waterfront, picky clean freak likes nice things fully recommend andra hesitation, ",positive "seattle gem, great updated historic hotel great hotel great location, walk pike market space needle monorail waterfront shopping bars restaurants no time flat, hotel does not amenities luxury hotels in-house spa pool lot character style old luxury hotels like drake chicago, unlike reviews hotel staff extremely friendly helpful maybe management responded negative feedback, complaints street noise weekday commute hours windows need better insulation room keys kept demagnetizing, suite spacious comfortable, fact slept comfortable cozy bed, bathroom small cute art deco-like, decor general new ikea inspired, valet parking quick efficient friendly asked needed directions, highly recommend lola located lobby breakfast nightcap, absolutely no onion smell, definitely stay, ",positive "make reservation, wo n't disappointed, news conde nast traveler magazine recently listed hotel andra hot hotel 2005 really intrigued friend planned wedding seattle announced booked rooms immediately directly hotel using fax number website, hotel lobby bar rooms decorated hip modern welcoming scandanavian style, bar/restaurant happening place spilling lobby night stylish young people drinking talking, quiet no boorish behavior, party booked suite 299/night double 159/night, suites separate rooms advertized n't expect lot privacy door rooms louvered, group family merely good friends adequate degree separateness, rooms comfortable size clean well-furnished noticeable wear tear bathrooms bit small, beds super-comfortable guests provided great number spa-type towels, flat-screen tv rooms, business center small desk-top printer did not work stay, online e-mail free desktop lobby use guests, entire hotel wi-fi 10.00 day, say real estate best hotel location location location, blocks major shopping blocks pike place market great restaurants walking, ralph corner 40 yards away airporter connector bus 17 roundtrip compared 56 taxi picks drops 30 minutes, monorail space needle experience music project blocks away, recommend hotel andra reservation maybe reservation, make time heading seattle, ",positive "andra recovers near miss chose andra birthday-weekend getaway serene modern upscale atmosphere special different, sadly disappointed roof construction noise woke 7 holiday morning, staff courteous immediately moved different floor upgraded room left feeling uncertainty, let happen, uncertainty totally erased got wonderful return letter administration stating construction crew broken contract hours work, sent hotel luscious robes soften blow, certainly try based great response got, ",positive "hoped location andra ca n't beat, walking nearly sight seattle breeze, strain compare boutique hotel visited west coast, amenities lackluster weightroom like afterthought staff astoundingly incompetent insincere, know nothing property city management hiding alcove desk, overall money burn looking staff challenge patience not disappointed, wether equals happy stay location, ",negative "model modern hotel andra suite large bright attractively furnished, art deco modern touches, saw room large flat screen tv wall.and bed comfortable, negative room closet larger.the hotel well-located blocks pike place market nordstrom macy's.the hotel convenient news stand/gift shop plenty stores nearby, did n't concierge did n't matter guests.we definitely stay, ",positive "checked tripadvisor place terrible just reviewers tripadvisor indicates, couple reviews looks like written hotel staff exact opposite real experience.from low quality toiletries inconsistent house keeping property rated 3 star, attempts property unique look succeeds making gag incredibly poor taste decorated, like big joke you.the hotel noisy rooms tiny decor ugly staff average isolated rest seattle view overrated nearby train noisy room stinky, lounge expensive 10 drinks good view absolutely no character, experiencing boring lounge decided not bother restaurant instead cabbed city food.i recommend using tripadvisor pick 4 star hotel instead foolish like pay consequences, fact probably pick highly rated 3 star hotel fare times better did, ",negative "nice rate bed did n't really problem property, booked hotwire 118, showed upgraded room queen sized bed king sized bed, bed good quality, view water great.the decor definitely inspired great outdoors totally fine 2-night stay, meetings downtown just couple nice 20-minute walk needed, bed comfortable bathroom nice decent-sized, bathroom amenities n't great quality however.comparisons hotels unfair opinion, yes nice room downtown seattle spend 2-3 times, business owner like travel expenses deducted line edgewater great find.the biggest sour note second night room occupied drunk threesome came room 2 proceeded talk loudly hours, ",positive "overpriced not great disappointing property, setting stilts hanging water fabulous ends.the decor odd incongruous impressions seattle, log cabin-ish better suited ski lodge vermont colorado, requested water-facing room check-in told cost 50 dollars paid, having forked 300 dollars night declined took city facing room, irritating colleague booked room rate agent checked right behund got water facing room no extra charge asking notwithstanding odd decor hotel looks tired worn, room abysmally small amazed american travellers accept rooms size knowing spacious hotels general, not large person not problem typically smaller rooms finds eurpoean continent, barely space double bed sharing felt claustrophobic, city-facing rooms railway line busy level crossing clanging bell time train passes, happens day night, rooms need twice size sound-proofed, 3 nights trot chaicago seattle san francisco far worst value 3 cities, lot better price seattle, ",negative "cozy lodge like reviewers site boyfriend ended edgewater bidding 4-star hotel seattle, really enjoyed stay, room small well-appointed comfortable linen cozy fireplace cute teddy-bear bed wonderful bathroom spa toiletries rainfall shower-head, possible room overlooking harbor view breathtaking best hotel, location great famous landmarks seattle walking distance, thing watch cosly parking fee comes 32/night overnight parking plus tip, said definelty stay sans rental car, ",positive "terrible accomodations ruined impression seattle decided stay hotel hearing work colleague great place stay waterfront seattle, booking stay checked website, talk misleading pictures, got hotel sunday afternoon checked immediately disappointed got hotel hallway room, dirty reminded old college dormitory, hotel room did not overlook water train tracks small clean no drawers clothing no desk work, additionally hotel loaded folks spent weekend hemp fest, not recommend fooled website, heard lady met town dinner highly recommends inn black market alexis wish met earlier think different seattle experience, time, n't waste money edgewater, ",negative "waterview room balcony worth money, husband stayed edgewater recent visit seattle, booked room travel agent not sure expect, outside hotel not look room stayed spectacular, wow view, waterfront room private balcony overlooking elliott bay, heard occasional seagulls, evening sunsets breathtaking, sailboats cargo boats tugboats cruising bay, view olympic mountains downtown seattle, dont know rooms perfect, note like add day appeared commons areas hotel little dirty maybe high occupancy day clean tidy, ",positive "come, husband visited seattle time dec. 2006. celebrating 1st anniversary amazing time, edgewater perfect, staff best experienced, hotel runs shuttles town hour day n't want walk just head downstairs hour, did tip driver loved doing great information reservations local restaurant taking shopping just called hotel gave info, enjoyed walking nearby restaurants enjoyed walk pike market n't recommend walking older folks fairly good distance n't great shape pleasant walk, waterfront room 1st floor interesting winter, waves crashing right basically loved, probably moved higher did n't enjoy crashing waves asked, stay problem tv, minutes repair man fixing bought movie inconvenience.the ambiance wonderful winter stay, loved entrance huge fireplace really loved rooms.i 100 recommend hotel visiting seattle, ",positive "priceline deal stayed 2 nights visiting family, booked priceline reading online reviews somewhat pleased stay, book priceline 2 twin beds barely long 6ft heating dificult operate, fireplace nice, parking 28/day pretty steap hard offsite parking, moring told upgrade king bed water room extra 50 night, did better room, great view larger bed, just away cruise terminal door alaskian cruiseship view day, stayed seattle sheraton following night 180 priceline liked hotel better, ",negative "not family place family wanted spend couple days seattle, children ages 4 9. seen ocean wanted stay water, stayed room like, room 3 times price 5 hotels stayed vacation far tiniest, hidden costs annoying, fireplace looked nice n't control temperature room, husband slipped bar night drink kids went sleep, female bartender pleasant helpful, bellman people place time day unless wallets, definitely did not feel hotel worth money, ",negative "impressed entranced edgewater great location close excellent restaurants newly remodeled elliot fantatstic beautiful walking/jogging waterfront park door.great service bellman offered shuttle restaurants car arrived fast desk moved rooms quickly bit noisy fog horn/train bellman got cup hot tea morning no charge waiting jogging partner, helpful wanting please.the room fantastic all-new bathroom slate floors shower big claw foot tub shoji screens sit bath look water flip-on fireplace furry footrest comfy chairs good size desk adequate plugs wifi 7/hr 10/day amenities room iron/board coffee maker hairdryer lighted makeup mirror high quality towels bedding shampoo, bar/restaurants gorgeous water great meeting place business pleasure.the price wow just 149/night hotwire.the smell, lookout moldy smell tripadvisor reviews none.only complaints exercise room small 3 4 cardio machines, accessible 24 hours, ",positive "cosy lodge hotel location right water place, regretably renovation work waterside facia meant comfy lounge area open sofa windows sheeted stayed early november 07, views obtained cosy modern bar area.the hotel lodge style modern trendy bar restaurant despite opposites actually attract.on arrival expense valet parking eased large pit, service hotel great especially concierge knew stuff.we upgraded waterfront room deal hotel, room small maybe crammed furniture big lounge chairs small desk chair just appeared way.the theme sitting cosy fireplace gas fired log easily controlled, great just sit robe glass wine enjoy sea view not sure ambience overlooking car park noisy main road glad upgraded.the bathroom large walk-in stoned-tiled shower great toiletries, fantastic shower water pressure refresh dead.room service poor food arrived cooked not appetising, additionally lobby areas looking little worn tired room viewed critical eye.very enjoyable not far main city shops albeit 5cab ride ideally necessary.would recommend hotel want relaxing stay cosy room make use hotel views, ",negative "fabulous hotel seattle fantastic hotel pricey, hotel water downtown seattle worth price, restaurant view spectacular- cant beat, rooms nice nothing spectacular, staff accomodating friendly.great location, close infamous pike place market, ",positive "harbor view room, really enjoyed stay edgewater, things pricey pay, amazing harbor view room hang water windows open, afternoon hand fed seagulls staff great, encountered desk maintaince smiled said hello, nice customer service taken seriously, slight drawback location n't easy walks, closet places eat shop pretty steep hill, good news edgewater shuttle drop downtown pick, ",positive "water near pike market great hotel wonderful location peer near shopping art schools great atmosphere, loved restaurant water, ",positive "solidly good, stayed night business place daylight sadly, missed view did not mind city-side room, room little small eentsy-teentsy sized tv perfectly adequate, great mattress linens, loved bathroom stone floors shower, great service desk arranging transportation airport 4:30 a.m. thought price 279 little pricey got, ",positive "return edgewater visit excellent return, room accommodations tight fit people clean housekeeper attentive details, desk restaurant staff bell desk friendly informative, water view guestroom worth paying, food restaurant pricey impeccable service worth, bell staff graciously accommodated request complimentary shuttle service pikes market, spent total 6 nights edgewater nothing complain, edgewater walking distance downtown number good restaurants, enjoyed ambiance lobby, thank staff edgewater wonderful visit, return someday, ",positive "nice scene noisy rooms loved ocean scene seagulls giant tv sets rooms walls bothered, asked personell noisy neighbours not experience change.the kitchen great lounge cool.not bad, worth try, ",negative "average hotel high price stayed 1 night city view want car park bed nice comfortable rooms just little high priced, nice view lobby loan want eat restraunt, ",negative "absolutly worst booked room wife trip seattle edgewater.we ended having plane delays mechanical juneau flt 75. called edgewater inform late arrival, ended arriving late flt 66. finally reached edgewater room not reserved, main issues heating cold night general condition room run, asked desk relocate room, informed no rooms available stay, early morning asked moved asked room accepting, informed room not available 4:00 p.m. desk wanted leave bags, not comfortable accepting room sight unseen charges accrueing day, wife agreed time cancel staythe edgewater refused adjust credit card contacted wwte online reimbursement, received adjustment charges wwte, night business trip seattle, ",negative "noisy room room beautiful killer view right ballrooms wedding reception going, wife took 40th birthday supposed romantice evening away kids, got noisy 11:00 evening listening muffled 70 music people dancing, manager n't budge giving compensate bad experience, did offer smaller room, stay, stay friday saturday night ask stay far away ballroom possible, ",negative "beautiful view-disappointing service stayed edgewater 15th anniversary, paid small fortune beautiful waterfront room, unfortunately water bay no water room, apparently replacing plumbing no told, nothing said reserved checked, went upstairs shower change dinner no water n't flush toilet, inquired desk manager just said just wait awhile, sure got water hour, got excited got ready shower, turned water got brown goop, ran awhile cleared no hot water, inquired told soon, couple hours tried, lukewarm, called desk assured hot, finally hotel engineer come room, turned water blast stood 10 minutes pj agree n't hot, no explanation promise fix, thought leaving hotel time late, manager nothing offer free breakfast coupons, day encountered new manager refunded night nothing really makes miserable stay, supposed relaxing romantic night away kids stressful miserable stay, ",negative "unique exceptional, loved stay, husband spent days edgewater amazed, sitting pier felt like ship, lobby having glass walls comfy chairs fireplace, decor unique lodge like look, room small romantic cozy, clean nice fireplace bear stool balcony sat watching ferries ships planes trains seagul ate hand, shuttle great victoria clipper door waterfront, different loved restaurant dinner small late snack, negative point staff kind responsive not good providing directions information area, time stayed alexis loved hotel, ",positive "friendliest hotel america, husband stayed sorrento cruise really ended holiday high, moment arrived feel really special, nothing trouble staff, hotel real charm place tasteful, bedrooms wonderfrul evenings beautiful fireside room play jazz lovely place unwind relax busy day, travelled world thing lacking hotels nowadays complete indifference staff wo n't sorrento run people really care stay enjoyable, recommend hotel seattle, just wish hotels run manner, location ideal courtesy car city like, concierge members staff really went way helpful recommending places visit would'nt crowded unfortunately arrived weekend public holiday, ",positive "town visitors love hotel town visitors love old wood traditional ambience good food hotel, reported stay comfy service good, not right downtown blocks easy walking quick taxi ride away, hotel town car service, hosted major event daughter wedding guests happy, incidentally hunt club catered buffet talk relatives, ",positive "oh love place, lucky win gift certificate sorrento hotel beautiful place, thought look noses given donated gift certificate desk treated did concierge.the room lovely little small french press coffee actually not bad, cd player complimentary use cd including blues compilation listened took bath.the bathroom really beautiful lots white grey marble.the sorrento offers complimentary car service took friend capitol hill no time flat.if money stay time, ",positive "not central stayed 2 children overall good time, enjoyed free car service warned ca n't car room excellent, reason offer car service soon clear not central expect hotel expensive.all staff excellent especially dealing matter lost teddy bear, happily search.breakfast n't good nothing wrong not good expect money amazingly day not buffet.as reviewers mention public areas strangely dark.there facilities swimming pool think, ",positive "nice rooms shame gloomy hotel thing notice hotel gloomy lobby, dark wood low lighting, forget trying read breakfast restaurant unless close window need light, little natural light communal areas biggest criticism hotel, rooms regular room not suite just fine extremely comfortable bed lovely linens nice touches real coffee real coffee press, view parking lot concrete tried change rooms said rooms poor views old hotel, like places staff great, room n't cleaned 5pm day man desk unapologetically told sunday expected, 300 night expect better, lot people talk character place certainly better big chains august just felt gloomy, ",negative "absolutely fantastic time entered parking area felt sera celena chris cisco known lifetime, town car offer guests certainly solves taxi issue driver chris terrific dining sight seeing recommendations, entering cigar room odor problem question adam changed room gave aroom upgrade inconvenence.we recommend hotel day time, super cudos management support staff making stay enjoyable, ",positive "sadly disappointing spotty bad service mixed overhyped atmosphere, rooms quaint air conditioning bad n't sleep high hard acheive considering knob broken, suite smallest shower seen no tub, second day took phoned 4 p.m. clean room, fitness center joke, staff friendly completely ineffective valet parking highlight, just looking bed fine, vacation, wo n't, ",negative "overrated outdated, location hotel great really, not told doing construction nearby called times, construction going street south north towers, construction started 6:00am 7:00pm, just thought break saturday started 7:00am, rooms outdated, n't nicest westin stayed, stayed hotel location price, original plan stay inn market, n't guarantee water view canceled big mistake, seriously spend extra money stay inn market, hotel beautiful small, westin able check 11:00am happy early check, informed desk clerk birthday upgraded, sent south tower, room really small view building construction, room big stain floor thinking animal urine, n't figure upgrade, room looked like basic room nothing special, went spoke clerk said north tower water views, did inform double beds fine, clerk originally helped came loudly said problem upgraded room rude considering did n't know asking second clerk, apologized confusion informed thought upgrade water view, went second room water view view construction going street, room little dirty night stand layer dust curtains coming, room small stain floor, thing not dated room bedding, hotel seriously needs updated, paid 150 night felt ripped n't recommend spending 100 night, especially noise construction sites, location great tons restaurant walking distance, catch airport shuttle right outside hotel, plan going seattle year time stay inn market, ",negative "ok not great hotel heart downtown walking distance need, stayed overnight going play paramount nice walk hotel, bed comfy room service pretty fast, little convenience store block away avoid mini bar prices, agree reviewers room match price pay, used price feature payed 1/2 price listed westin website, ended small room right elevators hear people talking hall, ",negative "watch spent single night westin seattle left favorite jacket closet left room, n't worried reported missing jacket just hours check town days, inquiries pay attention trying track, jacket not appeared logical conclusion hotel employee nice jacket, expected budget accommodation not supposedly fine hotel, close track things choose stay, ",negative "high marks booked starwood using cash starwood points option, stayed nights, town wedding business, early check-in not problem.i given king room 23rd floor north tower floor starwood preferred guest members, room immaculate stains carpet ca n't change flooring visitor, big room sofa chair coffee table desk, bathroom spacious well-stocked, awoke morning staring space needle vista-view harbor huge bank windows, natural light day eliminated need use lights, bed fabulous.all hotel staff cheerful helpful, complaint concierge staff better understanding bus system.room service menu bit slim late night food n't bad came in-house restaurants, nice bar huge lobby.location good, short walk pike place two-minute walk monorail, light rail lake union street bus lines run hotel, easy cab help valet guys, major complaint hotel charge internet access use business center, obviously trend thought spg member using points given free business center access, print boarding pass free positive, ",positive "heavenly bed scam overall nice hotel excellent location close great shopping business seattle center library, rooms spacious enough.however heavenly bed supposed 250 thread count sheets clearly not claim, sleeping thread bare pilled sheets good exfoliation, sheet like sheet course needs 250 thread count slippery comfy, persisted 6 nights 2 nights finally got sheet, 2 nights great, bad 3 morning plane.i imagine using poor sheets trying save money bought 180 thread count sheets just regular sheets completely booked hotel use loaners, offered no explanation far.overall nice staff did not complaints good nights rest heavenly bed supposed provide just that.and mind parking 36- 38 night added 360 stay, yikes awaiting response management amend situation, report, ",positive "pile drivers door begin 4 luckily got room priceline 125 unluckily locked nights, changed hotels night, 17th 40 floors, north tower facing sound, space needle right directly new building going, pile drivers sound groaning crane began 4, ear plugs not drown sound, make sure ask room know facing way, new building 10th floor write looks like going, booking time september ask, weekends ok. mon wed.another issue lack little fridge, minibar really stuck want save dime having snacks, want eat restaurant coldwater grill, raining hard opted eat, pricey wonderful dish..ravioli stuffed peas ricotta bed really fresh broccolini, commented place fancy fluffy beds good views huge impersonal corporate feel, ",negative "checked immediately checked, tour pacific north west pre-booked junior suite rate c. 470 night, arrival 21st floor musty smell neglect tobacco spite smoke-free claims hit, suite turned 2 adjacent not adjoining rooms dark unclean uncared just plain shabby.the bed base stained bathroom tiny no separate shower general facilities incl, ancient t.v, befitting cheap motel.we immediately compained asked modern suite told none available added confession hotel overdue renovation, credit manager desk clerk dealt courteous professional manner called pan pacific turned far superior spacous clean beautiful recent opening cheaper 291, result experience immediately cancelled booking westin vancouver later tour changed pan pacific superb, sadly think westin sliding downhill resting laurels glory not good today market, ",negative "fair hotel good location arrived late tired flight nyc, receptionist efficient unfriendly no help luggage, foyer huge bit frayed edges need urgent refurbishment 31st floor sea view lovely room not big think upgrading bathroom floor good scrubbing.we breakfast restuarant good value bettervalue smaller cafe premises, concierges good great tip 50 cent oysters shore cafe happy hour.well placed tourist sites, space needle expensive good tourist talk given, pike market quite good people friendly- loved seattle, ",negative "lovely westin w/a great location stayed westin seattle 2 nights following alaska cruise, location fantastic right middle shopping caddycorner monorail takes right seattle center space needle science museum just blocks pike place market, rooms come expect westin decent sized rooms nice bathroom certainly not fantastic heavenly beds, did n't view city large windows nice, south tower 24th floor, bellmen desk staff fantastic, showed 10:30am lots luggage taken care wonderfully, despite early hour offered room 2 doubles instead 1 king reserved decided pass offer instead left luggage hotel went explore little, stopped 1pm room ready promptly got checked sent luggage multiple people apologized not having room earlier, obviously completely understood 10:30am n't room graciousness appreciated, despite busy hotel clearly responses questions requests help luggage prompt, overall just fabulous stay certainly way seattle, ",positive "no customer care booked travelocity, flight cancelled snow ice delayed day westin refused refund 1 2 nights, 200+ night hotel bit greedy, not mention view n't great air did n't work barely slept night, expect minimum air work room.still waiting hear travelocity not refund told left town refused got, happily ate cost rental car extra day.we wo n't dealing time soon, ",negative "great hotel great location family-friendly stayed oct 07 dec 07 stay night, times enjoyed stay hotel top-notch.the oct girlfriends getaway weekend, double-queen rooms right, tower used jacuzzi/pool tower, feel little silly walking entire lobby wearing white bathrobe oh dec stay annual christmas night seattle kids, checked run kids goodie bags gave free in-room movie credit, executive suite like rooms joined, living room area sofa tv desk pull-down bed bath, open adjoining doors sets enter bedroom king bed desk sofa bath, kids loved having room thought pull-down bed pretty cool comfy, brought little crib 2 yr old use nice, donned bathrobes alas no little robes kids like fairmont does used pool/jacuzzi kids blast, bought snacks sundries shop downstairs actually reasonably priced, spending evening town came good night rest santa brunch day macy, kids sacked pretty rooms well-insulated hotel noise street noise 35th floor, sacked bed n't heavenly beds nothin, incredibly comfortable bed holy cow, kept curtains open downtown views fantastic, watched flat-screen tv bed really cool personal lights reading great, good romance good resting hotel staff friendly helpful stored luggage day checked did shopping, location great market westlake center big department stores pacific place belltown blocks, recommend eating lola just blocks, pot donuts just blocks.we definitely come, holidays special promo executive suite 350 incl 200 gift card pacific place use shop, felt like got room just 150, ",positive "disappointed, booking expedia got assigned room average view not elevated floor requested specifically issues housekeeping no attention details hair arrival carpet stains no proper restocking towels soap coffee constantly make requests express annoying.i hotel charmless cold return.other staff friendly, ",negative "facilities good location structural issues** stayed property fairly regularly months, generally speaking nice hotel great concierge service location solid.however end staying seattle windy night like 14 mph winds gusts 20 mph not expect sleep, mentioned previous posts window seals interior walls components structure creek loudly rooms wind conditions, stayed towers 12th north 18th south type wind conditions general problem building, observed individuals complain directly desk 2 3 4 morning, overall good hotel stay risk getting windy night different opinion important hotel, ",negative "decent hotel aging major way stayed westin 2004 budget not issue acceptable try, experienced second stay forced turn plan rest head westin, issue structural age towers built 1982 interior age rooms no longer make viable option going rate min 240 usd, nov 11th 12th northwest u.s. canada experienced strongest windstorms 2007. acknowledge writing review bad timing present 21st floor n tower days, way guests-including myself-experienced long restless night creaking wood structure wind whistling poorly sealed windows, reviews hotel note point age towers rooms amenities addressed certain westin invest major structural retrofitting sell property avoid needed upgrading, westin workout room pool small comprised 3 bike machines core workout ball, ",negative "expensive little oldy, stayed 1 night work related trip, nice view downtown seattle room bit expensive 225 night room definitely need decoration refreshment, price travelling time right 1990 especially bathroom really needs refit.i understand paying kind money really big city like new-york san francisco not seattle march, ",negative "airport quality westin downtown price stayed westin week 9/15/07, observations rooms extremely dated stained carpets old bathrooms outdated fixtures amenties not nearly worth 200 night price tag, prized heavenly bedis nothing special time, including lower end hotels like courtyard hyatt place better beds, heavenly bath joke, no-name substandard bath products tub/shower combinations abound, old lighting half did n't work poorly placed tvs standard, low ceilings old hotel scents abundant, service hotel staff nice failed deliver efficient quality service, room service 3 times recieving cork screw, check staff good eager please.food attended meeting facility food nasty, eggs runny breakfast food typical rubber chicken type food people speak talk conference food, nothing worthy praise arena including dull meeting room reminiscent hospital waiting rooms.safety high value item stolen group hotel, staff pretty pathetic approach resolving situation, best did hour half provide non emergency number seattle police department.overall disatisfied hotel, blocks area safe upscale, stay grand hyatt sheraton, avoid dated underserviced property unless pay 100 night, stayed westin hotels worst, includes staying dreaded lax westin priceline.com room, pitiful really, ",negative "great location great service great location, staff accomodating, free upgrade check-in dest staff, asked ok wheelchair accessible room said yes not, did not care bathroom water pressure low 36th floor room, asked change morning switched 34th floor room hassles, stayed 3 nights enjoyed stay, concierge staff extremely helpful provided maps city restaurant suggestions mt, rainier tips, definitely improved trip, downside small indoor pool 5th floor did not use hot tub, exercise rooms 2 looked adequate w/ new appearing equipment, lobby stylish, parking pricey seattle pricey hotel 36/day valet, ",positive "cold pool nice room cold pool expensive parking damper recent 3 night stay, staff nice.i thought park street continually buy parking passes 2 hr intervals overnight parking mean wake 6, leave car bathing suite elsewhere.otherwise nice rooms great view north tower facing north needle bay.close pike market shopping monorail stop, ",positive "nice trip nice trip, worried reviewing reviews prior arriving exceeded expectations, good great valet staff easy checkinand fabulous beds clean room great housekeeping staff, not-so-good hidden charges fancy little snacks leave room not lot dining choices reasonable prices, stay, ",positive "great location great hotel, location makes accessible, blocks pikes market place waterfront block away monorail space needle emp science center.they great little westin bag daughter included rubber duck outlet covers nightlight mini travel aid kit, nice.we did problem maid service contacted management corrected problem quickly, ",positive "nice hotel not really complaints, staff nice, rooms clean basic, paid 100 night priceline worth right near seattle center monorail downtown, showers great water pressure, complaint pillows, 2 flat pillows not acceptable, 2 good ones 4 pillows, asked 2 pillows brought, minor thing definitely stay, did not eat breakfast not comment, ",positive "ca n't recommend considering relocating seattle spent nearly week touring area budget.even price 70 night place expected, room hallways dirty smell urine permeated parking lot homeless people sleeping hedges neighboring business.there economical hotels area try instead, ",negative "boyfriend stayed easter weekend chose hotel location parking, paid 70 usd room, central walkable market neighbourhoods good restaurants space needle, aside location parking not pleasant stay, hallways smelled smoke room clean need renovation, reception sign stating n't rent rooms purpose underage drinking somethign effect, blackout curtains completely ripped mentioned asked replaced pillows covered plastic, woken repeatedly late night partiers barking dog, went continental breakfast muffins fruit coffee joined pretty dodgy people did not look like staying, way beer bottle elevator, travel budget happy pay quieter safer feeling hotel, best western street looked like better, looking relaxing low key place stay city n't, ",negative "price right stayed travelodge mid-late march 2006. booked online paid upfront cost 455 5 nights including tax, bit disappointed arrival discover hotel n't exactly downtown seattle writeup booking site claimed heart downtown seattle, did n't car having cafes/restaurants close important especially lone female, writeup claimed guests able walk myriad restaurants bars entertainment options whilst technically true implication lots places close not true, did truly wonderful mexican cafe-restaurant 4 blocks away called dos amigos ca n't recommend place highly, pizza delivery place romio hotel information folder room totally great food, hotel not placed like writeup implies, frankly main downtown starts 5 6 blocks away goes 8 10 blocks 5 streets warned, n't car want significant downtown doing lot walking, monorail action having said overall enjoyed stay travelodge, walls ceilings little whilst bothered guests tvs conversation creaky floorboards right bed bit annoying, especially people habit coming 1 morning initially allocated room ground floor, getting room no exaggeration room window looked right parking lot left window open anybody climbed, lone female n't happy rang desk asked higher-up room no problem, clerk wheeled luggage cart moving stuff easier having noticed struggling pieces luggage getting original room skis boots suitcases, sweet, fact guy really stay travelodge, little thoughtful things did greg afternoon-evening shift friday saturday nights glad asked room ground floor general area hotel gets quite noisy anxious undesirables outside room, felt perfectly safe noise simply minor annoyance.the free breakfast tasty juices coffee apples donuts things donut dough muffins preferred addition cereals, lovely not search food thing morning.my room king size bed linens just little bit small firm comfy, good size wardrobe plenty hangers, mini fridge turned noise woken night, heater/air conditioner difficult right temperature, reason warm day hot night, turned night did n't make things better, plenty channels tv installed sort entertainment centre kum dresser large drawers tv provided plenty clothes storage space, nice large table set laptop, easy chair sat impossible tv, oh glass table handy putting pizza boxes, bedside tables just tables i.e, no drawers bit annoying, blackout curtains windows total darkness pulled nice.the bathroom adequate size people, shower good condition door, adjustable shower heads sort massage, water pressure right hairy edge good ok. big annoyance water temperature took forever hot enjoyable shower, got habit turning 5 minutes wanted shower, n't like waste resources sub-par really necessary, did n't wait long water just warm shower shivering away right end shower water finally hot pleasant.i wanted just left having just come disastrous stay new zealand friends canada sleeping floor living room zero privacy dump apartment, hung dnd sign soon arrived brought, housekeeping notices door days saying wanted room serviced remove dnd sign 1pm, figured wanted left, ca n't comment standard housekeeping say no complaints arrival.i couple sits spa pool, not say perfectly adequate pool need bit hydrotherapy left shoulder appreciated, ask extra towels desk way pool, bin poolside supposed drop pool towels meant going room shivering swimsuit did n't appreciated free local calls 20 mins duration unlimited free 1-800 calls, enabled speak husband new zealand internet free, time n't talked 6 weeks nice, allowed significant online research seattle environs allowed make time there.another thing really appreciated free toiletries, arrived no toothpaste lovely not grocery drug store evening arrival, note bathroom saying range toiletries available free, nice touch, offered toothbrush asked toothpaste.to sum hotel definitely budget hotel, n't want luxury experience mind walls/ceilings want really downtown seattle, staff friendly beds comfy showers nice hot price right, ",negative "not bad location hotel short walk away space needle minute drive downtown seattle, location prompted stay hotel plus daily fee stay n't bad, hotel older clean breakfast pretty good not alot choose employees relatively nice, n't nice group late-teens 3am partying hallway hours shady characters hung rooms, pay definately ca n't beat location, ",negative "charged stay someplace rooms cold damp not cozy means building old, windows make feel like jail, hallways old run-down cold motel feeling, 10 stay nicer inn/motel/hotel street la quinta better experience did day pleased, travelodge space needle leaves bitter cold feeling n't care coziness want save 10 place n't bad, seattle cold rainy long warm coziness la quinta 8th ave not, want stay experienced, thing liked hotel staff real courteous, ",negative "single traveler 1. cheap- pay for.2, easy convenient single individual traveling alone.3, internet service, 4. close proximity university washington, village shopping center.5, clean bathroom room, ",negative "unclean terrible service stayed save money 3 day campus visit university washington, arrived told early check asked check bags went walk uw, agreed just desk taking giving check tag okay person walk office just desk area staff hide away room, words 5 seconds reach steal bags, asked store luggage contained camcorder laptop backroom like normal hotel refused, came time check room horrified, chairs badly stained bedskirt, lay towels chairs feel comfortable sitting, lampshade stained coffee blood, not sure did n't care, night choose freeze butt turn ridiculously loud heater, pipes shower head lot visible rust bathroom just did n't clean, worst motel/hotels stayed, know lower standards budget just intolerable, ",negative "n't bother dump, door room warped room hallway stunk big time, bedding stained pillows box springs, dirty room, offered not better, supposed non-smoking room n't tell, reservations 2 nights tolerate n't money, ",negative "happy stay did n't reservations given room 2 queen beds called requested room king bed couch, staff friendly polite request, given room perfect, rooms spotless comfortable, lot pillows comfortable bed white ones feather beige ones foam really nice, order midnight breakfast brought room 8 10, forgot room menu choices called breakfast coming polite clerk named terrell immediately got breakfast delivered just ordered- yummy blueberry waffles scrambled eggs sausage yogurt coffee free room, definately stay again.by way hotel block wanted 60 rooms great view mount ranier place did n't, ",positive "kind considerate booked hotel reading reviews like best deal compared rates downtown hotels, reviews stated staff helpful friendly, case special way, attend mariners game saturday night running late coming eugene, unable stop hotel game, came game rental window broken owned stolen, called jeff hotel tell late sure hold room, finally arrived 2 police came scene, jeff helped basic necessities lookout police finally arrived 3. rest staff helpful remaining days stay thank jeff support evening, room nice clean, university inn good deal recommend friends, watch park seattle, night returned rental gentlemen lincoln suffered fate, ",positive "great, sold hotel reviews friendly staff called reservation, pulled little nervous street busy noisy outside building looked like office building, not disappointed, inside quiet did n't know traffic outside room nice, not got home did realize promised king bed pull soft ended queen pull sofa, plenty room accomodate rollaway bed accomodate family, premier room included rate nice breakfast delivered room, satisfied choices service nice, afternoon snacks quickly partook rushed sightsee, did n't utilize free shuttle bus longer, nice free parking lot plus, nice sink hair dryer outside shower area getting ready, location easy convenient typical attractions university, glad stay, ",positive "university inn good place agree consensus reviewers university inn good place, no complaints cleanliness facilities staff, no great shakes esthetically good quality space, room adjacent roosevelt way main street somewhat noisy night fast traffic not lots tolerable, free laundry machines charge soap useful, place walking distance coffee houses enormous university washington bookstore lots cheap student-oriented restaurants, breakfast ok nothing special n't really expect hotel breakfasts plenty options.they operate free shuttle van did n't wind using, car got free parking couple blocks numerous bus lines downtown seattle seattle center destinations, paid 139 night lot downtown seattle, ",positive "great deal nice stayed night recently meeting nearby pleased, able traditional room shower adequate purposes, shower roomy bathroom perfectly clean, actually entire room did obsessive little heart good clean crisp, bed comfy sheets crisp pillows just right.the room not air conditioned windows opened lovely sleep fresh air, traffic noise fell asleep certainly did not disturb me.the snack afternoon nice surprise breakfast quite fine coffee drinkable not case hotel breakfasts..i really pleased reasonably priced hotel appealing kept, return consider staying need downtown, ",positive "truely wonderful place husband university inn right, definitely place stay seattle, room queen bed nice sitting area microwave mini-fridge, lobby stocks tazo teas breakfast buffet tasty, parking easy right hotel, staff friendly helpful.the location fantastic right heart university district walking distance uw campus surrounding bars restaurants, close i-5 just minutes drive heart downtown, highly recommend staying, reviewer said really does feel like little home away home.please feel free contact question hotel, ",positive "recommend hotel stayed university inn june 3 4. directions airport great no problem finding inn, parking bit cramped did n't use car did n't matter.the staff friendly helpful, room clean comfortable quiet appreciated.we went sightseeing finished called inn sent shuttle pick great accomodation, stay visiting seattle n't ask nicer cleaner moderately priced hotel university inn, thanks staff, ",positive "u. inn convenient traveled seattle july stayed university inn 7 nights, liked lot, nights noises door shower early morning bothered requested change room, desk staff helpful gave room 4th floor, completely solved problem love free shuttle-bus service, traveling did n't want rent car shuttle bus took basically local attractions including space needle downtown seattle zoo, driver chat guests provided good information, runs hour really great way city.the complimentary breakfast use improvement, no hot foods unless make waffle easy heat bread microwave, experiences hotel positive, ",positive "love, planned trip seattle university inn recommended friends read good reviews booked, email correspondence handled quickly friendly manner good feeling arrived.our flights late probably not best mood arrived near 11 p.m. desk staff nice, unfortunately did not hold king-size room told previously try n't guarantee arrived room opened window looking right space needle consolation morning mt, rainier pretty great seattle view room large clean window opens, day moved equally attractive room just 2 floors king bed, internet access easy room service great used car service first-rate.note newer section wonderful, niece seattle came looking day instead coming second floor newer/updated section turned wrong way went older section said mess, got right area said wow difference guess ca n't guaranteed room newer/nicer area maybe n't book renovations fall loved hotel highly recommend, ",positive "not expected arrived inn checked immediately, lobby basic clean, free coffee tea hot chocolate places open sitting, packed luggage cart rolled elevator sign stating maintenance doors close immediately opened, basically act fast liable lose limb, right, nearly got chopped.upon entering hotel room noticed decor n't updated 1968. towels bathroom stains pillows bed lumpy literally, suffice say packed right checked noticed view dumpsters back.if looking inexpensive place stay, able spend 50 night stay watertown street, 10 times better worth price, ",negative "perfect read past reviews hotel booking rooms 3-night stay late february, not disappointed, hotel located enabling walk student hangouts brooklyn ave dining, parking off-street free, breakfast pretty good serviced, room clean obviously recently updated, hotel operates free shuttle downtown city center small walk space needle pike place market chinatown, shuttle does not pick international district taxi 15 hotel, altogether nice seattle stay thanks university inn, ",positive "great value clean modern style, reception staff friendly gave complimentary upgrade traditional deluxe room check-in, hot tub perfect temperature, wireless access great parking free, not fancy comfortable friendly place stay walking distance uw, ",positive "loved stay, stayed univ, inn 10 days april 2005 thoroughly enjoyed, free parking clean spacious room friendly staff great breakfast snack, loved location, definitely stay, ",positive "great just returned staying, hotel great value clean comfortable, rooms not large fine old section, terminal free wireless internet access lobby, like reviewer just not pick signal laptop room, morning breakfast great afternoon snacks nice bonus, enjoyed location desk staff young friendly helpful, ",positive "great customer service daughter year old daughter stayed seattle pacific hotel just weeks daughter husband separating, emotional time, staff hotel did possible make daughter comfortable, actually care emotional, having worked hospitality entire life rare staff attentive young woman toddler, seattle area need welcoming environment stay seattle pacific hotel, ",positive "terrible service, arrived hotel overbooked canceled reservation, desk lady impatient rude, informed cancellation showed person lady did n't offer help hotel, probably better place looked like dump construction worse, walls floors torn no reception area left, lady did n't care situation unwilling help hotel weekend, dozen hotels availability, caused lot unecessary stress n't able mariner game early, ",negative "better expected, like people read reviews dreading experience no choice hotel pre-paid expedia, surprise room large clean comfortable albeit dated, hallways staircase smelled not major issue used thoroughfares, staff gentleman helpful card-key did not work try extra pillows requested delivered promptly, not luxury hotel better expected price paid fee parking worth given cost parking seattle, ",positive "n't stay, read reviews book hotel, start arrived desk check booked line wanted credit card, husband tried tell wrong room told quiet fix fix, haha given room number torn piece paper, went rooms dirty non smoking old packages end tables smelled bad, bathroom dirty tile moldey tub painted look clean.. flat king sheets bed not stay bed, air conditioner worked 10 minutes time vey hot room, horrible experience husband friends, kande coulee dam wa, ",negative "probably wont stay email sent vagabond inn stayed vagabond inn seattle wa 325 aurora ave. september 9-11 2005. realize n't paying deluxe accommodations wonder able place vacancy near downtown wanted located money able spend said probably wont stay, time spend extra money nicer cleaner hotel, did n't leave guest card room comments wrote did enjoy stay, a-f grading scale d-fhave stayed hotel, noreason trip business personal/pleasurewould stay property, not pay it.hotel appearance exterior a-f dhotel appearance interior a-f chotel staff friendliness b minus girl dark curly hair nice helpful, hotel staff efficiency same.although clerk shift sept. 9 3 p.m. friendly checking later asked room internet service annoyed check, needed business purposes did not want sit lobby guests checking trying work, guest room cleanliness cguest room appearance b bathroom cleanliness dbathroom appearance cwhy did counter bathroom slope downward, frustrating trying ready day belongings rolling counter, counters level, comments reservations confirmed hotel wireless access, room did not, called check clerk told room far signal, unable use laptop room specifically brought check finances finances sure money trip, unable check company home check e-mail comfort room.your beds uncomfortable beds slept lack thereof life, felt like cement blocks, granted people like firm beds firm, problems slight spine curvature painful beds hurt plus tired weekend lack sleep beds, difficult fit lot schedule seattle 1 day 2 additional days fit 5 hour drive day home, 13 year old son kept asking swimming finally decided time called desk ask time pool/hot tub closed clerk said pool drained not available guest use, disappointed especially son.the towels bathroom dirty, smelled like black smudges stains black hairs stuck, suggest buying nice new towels guests, felt like sandpaper, maybe housekeeping use fabric softener, evening needed wash couple pieces clothing, web site states onsite laundry facilites mispelt web page available, laundry facilities way outside door took clerk 5 minutes unlock not fault helpful maybe locksmith install works washer washer available closet type space extremely dirty, unplug outside vending machines time using washer dryer trip breaker, clear indication hotel not meet electrical code, web site specifically clearly states free parking, pay 5.00 night addition hotel room ended not including in-room wireless internet pool hot tub, sincerely appreciate parking fees deducted stay.date stay 9/9/05-9/11/05i appreciate response email, thank, ",negative "ahead reserve n't said, did n't actually stay mad hardly straight, called confirm phone reservations despite hesitation reviews, booked talked marilyn assured updated room newer beadspreads facing space needle w/an actual room, called 5 days prior date reservation thank god did told heavy accented man not guarantee rooms somebody staying, yea like, n't reasons make reservations, said just cancell right let felt taking big risk staying place, bad customer service person, writing charges credit card information, ",negative "quiet city centre hotel room fairly large room large bed plasma tv, disabled room whhich did not efficicent layout desk bed kept walking chair, no view outside room quiet.bathroom good size cleanstaff friendly helpful.i stay seattle, ",positive "enjoyable vintage park boutique hotel, emphasize aspects experience entirely ignore, no gym vending machines, hand excellent friendly service, creative tasteful use fabrics colors rooms making feel far warmer usual corporate designed big chain big hotels, hotel overall relatively small standard room quite spacious, hdtv plush robes nice touch, wine tastings evening conducted knowledgeable host good wines, tastings hotels near professional, negative aspect stay bed soft, negative not hotel fault ninth floor traffic noise firetrucks ambulances clearly discernable, attached italian restaurant tulios excellent, highly recommend, not cheap worth dime.if n't mind walking bit location good safe, centrally located 10 15 minute walk pike public market short walk seattle art museum, free downtown public buses nearby save lot walking not shape handle urban hills seattle, definitely feel comfortable returning hotel, ",positive "great location great hotel chose hotel reason location, centrally located city reasonable walk away, not walking distance just short car cab ride away.great things hotel location location location, enjoyed afternoon wine tasting, room tastefully furnished, staff pleasant, requested upper floor room given really liked noise street bit view, bed comfortable.things great hotel lobby tiny, looking place impressive lobby n't it.the wine tasting really enjoyed looking in-depth information wines hit miss, day vineyard really enjoyed talking wines, days hotel staff member little information wines pouring, credit asked question did n't know answer frequently printing information, little bit food served wine pizza crowd wine tasting probably wo n't any.parking hotel parking expensive reviews functional small.pet peeve heck supposed clothes unpack, room stayed small mean small drawers available folded clothes, cabinet mini fridge, room n't nearly room actually n't, thought closet possible, closet smallish hotel number things hanging sale, sale items probably 30 small closet, appreciate trying earn extra buck just ridiculous, appreciate downtown hotels tight space unpack, ended living suitcase did n't appreciate.the restaurant did eat breakfast restaurant dinner, breakfast nothing special bad good, service bad day great, dinner food mediocre better places nearby, pasta arrived table suspected kept warm time, sure fork able lift entire contents just lifting fork.bottom line spite lack storage like hotel lot glad stayed, n't stay unless happened great deal rate great hotels seattle try equal price expensive, ",positive "great hotel great location stayed seattlle 6 nights loved hotel, king premiere room appointed quite roomy, bathrooms nice little small perfect, bed quite honestly comfortable slept, got brand style matress buying home no kidding location hotel perfect seeing sights seattle, 5-10 minute walk piers/waterfront pike market aquarium monorail seattle center, anytime visiting seattle definitely stay, ",positive "good hotel deal rack rates hotel 250-350, price little disappointed, got room package deal 100/ night, price great hotel, rooms decorated quirky stylish, room basic king room, little small not terrible, facing courtyard really just typical urban building air shaft significantly perked nice mural country scene, kept traffic noise surprised relatively loud noise courtyard morning, quality toilettries aveda offer lots things free hair dryer robes toothpaste fan little things forget not able pack, sheets bed comfortable, towels average pretty soft not luxurious, usual over-priced mini-bar, better provide bottle water neat local snack free arrival fit quirky different better kimpton hotel chain brand image, free nightly wine reception lobby local washington red white crust pizzas, nice touch, like socialize guests great opportunity, prefer hang friends fine, concierge runs wine tasting helpful ideas restaraunts things, service fine, no compliants, no amazing kudos, check smooth, valet service usually pretty prompt did forget car sat realized not getting note valet 35/day taxes not including gratuity, higher hotels convenient, little disappointed got no upgrade special treatment honeymoon maybe expect come budget package, housekeeping certaintly adequate, place spotless arrived, daily cleaning thorough, expected turndown service place nice did not, recommend implement in-room coffee makers, coffee shops virtually corner seattle free coffee service small paper thimbles lobby room coffee makers convenient, location excellent, easily walk waterfront/ pike place market area, walked space needle restaurants south-end green lake feeling like hiked far, great restaurants classy bars blocks, great shopping blocks, super easy access i-5, recommend associated restaraunt tulio breakfast, interesting italian themed egg dishes, dinner, good loads good restaurants walking distance, overall good not great hotel, deal, paying rack better options, ",positive "decent hotel great location booked rooms priceline 4 star hotel downtown seattle husband friends nights, paid 120/night, corner room friends room elevator bigger room bathroom did, possible try not corner room rooms ending 14 corner rooms, bed comfy room clean lovely l'occitane toiletries funny animal print velour bathrobes closet, heavy drapes block light facilitates good nights sleep not good view n't rooms long, thing frustrating fact temperature does n't 64 degrees say 60 degrees like room cold, oh not really big loss.the hotel does wine hour missed night served duck pond wines second night, served pizza restaurant tulio hotel restaurant zagat rated, pretty funny hear concierge pouring wine tell wine washinton just driven past winery day oregon given couple bottles wine friends oregon wine valet checked snooty irritated chose not park hotel street save little money, valet parking 30/day plus tip no self-park, park street cost 26/day no wait no tip, desk staff bit stuffy snooty probably expected tier hotel stayed nicer hotels friendlier desk staff, concierge not available needed recommendations/directions/maps desk girls second night kind look late night movie times us.the hotel 8 blocks pike place market, trip foot space needle bit hike worth pastries walk, stores coffee shops kinds restaurants blocks, standard experience, got good value encourage stay pricier fairmont corner unless cost not concern, pretty good experience, ",negative "hotel vintage park just got staying hotel vintage park staff excellent, celebrating 1st yr anniversary hotel upgraded room king premiere gave complimentary bottle champagne, hotel located pretty good location shopping district 1/2 mile walk pike market.the hotel small older staff makes, ",positive "reservation problems thought contacting property directly guess eat long distance charge purpose did n't dial kimpton general number desk make annual reservation thanksgiving weekend, did n't happen, connected did n't know country victoria b.c, come, said zip code did n't exist explain zip code postal codes different stayed 5 times felt service received bordering terrible, asked best possible rate advised 159, said book cheap tickets expedia lot n't price matched, hold ages came saying pulled strings rate want, feel like not going, stay service wine hour safety property agent needs head shake, not feel special, love email management, ",negative "not worth high price stayed saturday night double deluxe, base price room 318 taxes closer 375, price expecting really nice n't it.when checked desk person really disinterested barely spoke taken aback handed room keys word, said room elevators amenities blah blah blah, checked day different desk person said barely word, weird not kind service expect pricey hotel.the room somewhat shabby, carpet old tacky looking stains, sofa room brown velvet piece seen better days, beds fine, room advertises dvd/cd player, tried play cd n't work, called desk rings picked told maybe cords come undone tv, wanted muck cords figure tv bolted armoire ca n't really reach hand, ordered room service, phone rang times answered, food pretty plain example 15 panini bread dry bread, room comes goodie basket minibar yes guessed mini bar key took forever answer phone, disappointed n't free goodies room, mean doubletree cookie 30 hotel come pay cookie 300 hotel, closet animal print terry cloth robes washed times extremely faded pairs socks welcome additional 11 pair, gripe room bathroom small.overall place okay not looking money spent, altogether spent 450 time spend classier place, ",negative "horrendous service staff desk terrible, bordering rude, no convenience bar key provided tried charge soda room, no vending machines hotel.the mandatory car parking service good expensive 28/day given lower floor deal construction noise street on-ramp freeway, hotel convenient freeway.whatever n't adjacent restaurant, track waitress check out- lounge having breakfast, suggest pay higher price corner crowne plaza, ",negative "good hotel problems wo n't bother hotel largely meets standards kimpton hotels indicated reviews, things know it.there truly quiet rooms hotel, rooms overlook spring street steep grade trucks constantly grind way, rooms largest nicest cluster elevators chime doors open, n't mind noise hotel fine place, think hotel stock white noise machines hand lend guests, second bring car aware cars parked open apparently near colony large birds, car returned covered bird droppings, told happen one-third parked cars busy night.finally rest hotel measures high kimpton standards especially staff rooms lack usual good fm radio/cd/speaker systems distinguish kimpton pack, addition tv little bedside clock radio, decent quality no means special, ",positive "great boutique hotel great boutique hotel located financial district seattle just 10 minute walk pike place market, maybe not best place stay want right middle action, vintage park great restaurant wine tastings right hotel, want stay little quieter area close excitement seattle definitely recommend vintage park, rooms awesome really comfortable beds large bathroom beautiful decor, ",positive "wonderful hotel hotel vintage park boutique hotel kimpton hotels group known lovely eco-friendly, stayed hotels town far nicest serveral reasons, not big fan big chain hotels stay occasions, prefer personable places remember come, joined club arrived kimpton hotel treated regular, special gifts room just ordered, orgainc fruits sparkling water chocolates daughters myself.when showed hotel sick, n't sleeping keeping family night coughing, spoke desk maybe getting room floor easily accommodated despite fact hotel pretty, moved higher floor rooms hall, elevator right room heard noise coming hall elevators rooms me.i later sister paul newman stayed hotel week arrived, n't normally rub shoulders rich famous taste eco-friendly places par, n't expensive, great agree parking garage expensive protected, free overnight parking streets 6pm 7 8 parking permit plan stay longer, personally doing morning prefered spending couple extra dollars worth extra hour sleep.wonderful morning coffee teas, saw food mornings, missed wine hour did n't chance eat restaurant eating family time tourists.i certainly stay kimpton hotels town, ",positive "kind kimpton property tells story want cookie cutter hotel not stay, lobby small intimate, love evening wine reception fireplace, kimpton properties different ly historic usually little shock value, not expect fun, room quiet comfortable windows open, staff friendly helpful, no coffee pot room coffee lobby, pet friendly bring fido fluffy, good location bring walking shoes hilly streets, purchase pass great fitness center steam room lap pool, check library street, ",positive "not good respect frequent business traveler seattle interested trying vintage park great reviews received, normally reviews reflect experience not case, night arrived late ordered room service pounding door opened guy parked car pushed salad said house did not ordered, ran, rest stay didn__Ç_é_ better, came room evening air un-breathable hazy unbelievable cigarette smoke called desk told amazement smoking floor, yes reservation non-smoking not sure annoying woman desk not going stay room, rooms decorated manner reminiscent 1960 italian bordello complete large mirrors, reception area wine tasting occurs thing smaller hotel room simply wasn__Ç_é_ worth pushing crowd, forget sweet potato gnocchi looked tasted suspiciously like tater tots, ",negative "excellent experience hotel vintage park offers wonderful alternative large hotel chains downtown seattle.great location excellent staff comfortable class room.excellent experience stay future, ",positive "excellent choice great experience little boutique gem right corner w fairmount 100 bucks night, room service italian restaurant tulio good, stay heartbeat, 200/night budget business layup, ",positive "3rd time stayed vintage park 8 years ago, kimpton hotel chain stayed san jose ca, hotel pet friendly-which appreciate travelling dog, hotels allow pets smoking rooms not case, like vintage park large city feeling country inn inviting fireplace comfy overstuffed furniture lobby, wonderful feature free wine service lobby evenings, glasses wine guests went restaurant dinner, gourmet dinner excellent.the negative input room bit tired needs freshening, 30 night charge park car did not expect, bit steep paid 179 night dinner 100, ",positive "upgraded delighted husband stayed nights early september pre-cruise, got excellent aaa rate 150/night plus taxes hotel website upgraded check-in double/double bed corner suite concierge level fl 9, room large comfortable beds nicely decorated quiet, bathroom fine not over-large, hotel older building, hotel free wireless internet worked room, guests treated wine reception 5 pm freshly brewed coffee tea available 5:30 10 hotel lobby, free daily ny times rounded amenities nicely.the hotel kimpton property centrally located block seattle public library blocks westlake center shopping area 8 blocks uphill pike market place, ate night etta seafood restaurant near pike market place took taxi hotel steep uphill incline, reception staff friendly helpful, lobby/reception area small no business center gym onsite, price really delighted definitely stay, ",positive "princess pea arrived hour check-in waiting 15 minutes lobby check given key room, shocked desk clerk assigned room couple ahead, thankfully not newlyweds, waiting line spoke clerk shocked thing occurred chose personally check room assigning, presumably felt not human error, not impressed point especially confronted 30/night parking fee, given corner room demonstrated make bright fairly large airy 260 night shoudl, bathroom tiny toilet did not flush adjusted valve tank, t.v, not viewed bed despite offering variety pay view movies, bed worst slept, not kimpton perfect bed boasted brochure, hard cheap king mattress no featherbed non-pillow mattress, bad nights sleep mitigated good black curtains needed augment bad sleep sleep soundproof rooms, hotel potential wonderful lived brochures, ",negative "great hotel stayed vintage park january friends loved hotel, easy walking location, room overlooked new library king bed husband architect loved view, beds great everthing clean, staff helpful, concierge great got dinner reservations resturants nights, wine hour wonderful way sample washington states new wines, complaint lobby bit small wine hour, n't hesitate stay, felt price downtown seattle resonable, not deal good, ",positive "definitely worth try stay june 5 8 2004had fun, nice people good service quiet location walking distance* pike place market, room small nice, second time paid little room worth extra money, went priceline choose 5 star hotel, market/uphill back- mean uphill, ",positive "consistent quality charm property revealed trusted friend, stayed 4 times past 4 years rare problems, concern parking attendants stay somewhat curt, rooms clean lobby charming location great valet service good quick tulio outstanding hotel pick, ",positive "noisey not nice expected, work seattle live whidbey island occasionally spend weekend city, spent fair time looking hotels listed trip advisor decided hotel looked nice web, pretty disappointed got room not nice alexis inn market sorrento stayed, room wear tear broken door amour no fan bathroom broken lock mini bar expecting luxury linens bed price paying, worst jack hammers construction just outside window friday evening construction new library, noise subsided 7:30pm got bad start weekend hotel vintage park, noise morning cement poured street, called desk moved room no rooms available, turned expensive noisey weekend, ",negative "great atmosphere stay w seattle football games concerts look forward fun place stay, service good desk people helpful happy, platinum upgraded corner room, negative gym small dated needs big overhaul.. bar area really nice dressed crowd aged 30 looking good time, drinks little pricey bar tenders poor great usewww.sneakysunday.com best places eat, love zoe belltown.its fantastic.overall great location fun place stay.give shot, ",positive "w chic bit snotty, stayed w weekend having hotel close airport training attending, seattle decided come bit early sights, left husband home solo trip quite time, chose w location price reputation w hotels general stayed before.let start positives, room excellent great decor comfy bed nice flat screen tv great quality toiletries question scent combo lemon sage cleaning-product-y, darkness loudness common areas took getting used certainly makes cool chic vibe hotel, different average marriott sheraton typically stay, enjoyed free wi-fi lobby evening great apple martini, oh location excellent, quick flat walks main attractions.and negatives, married woman traveling took little ease especially dining solo, went concierge desk evening having just arrived seattle hour ago hoping little encouragement great recommendations, uh no, granted partially fault wanting babied desire came previous experiences concierges cities usually excited tell introduce city, not guy, acted totally aloof felt like n't cool, day tried different concierge, helpful definitely not level used, inquiring ferry bainbridge island told did n't bother provide schedule, asked specifically schedule said oh right, um n't natural thing hand telling leaves, concierge service really complaint w seattle poor knock rating 3 going present luxury hotel need luxury service earn average rating, did n't, ",negative "wonderful week not say good things hotel, service concierge room service staff check valet truly w onderful.i starwood gold maybe treatment, bliss bath products great towels room.the staff recommended good local restaturants arranged haircut big presentation not home salon month travel.they welcome trip know actually happy, 4th stay past 6 months know like lights room cd pulled library, wow, ",positive "expect w stayed w hotels know reason people stay, know expect know paying groovy electronica music playing lobby candles lit check-in desk west elm-y decor various shades jewel tones decent sheets comfortable bed bliss products bathroom, w no different, did nice view mt rainer windows, ",positive "advantage ultra cool perks w awesome, little donuts cider afternoon lobby little bottles water lobby free opposed 8 water night stand perfect apples, hallways dimly lit cool pimp lighting immaculately hip, valet bit congested location w makes unnecessary drive downtown seattle, starbucks street makes easy grab breakfast instead sitting fancy breakfast excellent restaurant downstairs, really enjoyed dj friday saturday night busy bar downstairs aware drinks not cheap did best lemon drop, spectacular room limited water views floor little lounge area room comfortable perfect relaxing drink, room excellent time despite business travel star hotels did n't want leave, ",positive "w business great beds uncomplicated work lights, ask deal.. good location parking, better downtown hotels.meals slow arrive, ",positive "great stay, got decent price standard room king bed 175 taxes stayed night just christmas, service impeccable__Ç_”ærom bell hops, concierge sean really helpful, decor gorgeous location perfect-close shops restaurants, excellent hotel- highly recommended, ",positive "great central hotel arrived hotel car knowingly paid high valet parking rate n't want pay street park major city staff welcoming room available arrival despite early.we passed dimly lit hallways trendy prefer room, spacious room comfy beds modern lighting decor large flat screen tv safe iron board small bathroom shower bath not separate, nice touch printer room great business use.views not brilliant hotel surrounded tall buildings.the bar bustling trendy lobby area free wifi guests, hotel location great shops restaurants.if not trendy style try expensive fairmont door.if like hotel recommend lunch great wine bar just road hotel barolo dinner cab opposite westin need book, ",positive "dont bother, contrary belief n't pay, booked 2 rooms w hotel saturday night, celebration best friends birthday, staff snotty checked 3:00 p.m. rooms asked not facing ugly garage not ready.we ended 3 floors apart facing uglyiest bulidings, paid time booking told let know make stay better let know, parked hotel parking lot 35.00, rip-off, 2 people actually tried open door, sucessful, things needed not dealt husband brought bag desk dinner reservation told send room, huge crowd listening techno beat music bar, bartender rude young kid thought tom cruise cocktail, room bag no site, went desk basically told, bag no brand new clothes macys, waited morning talk manager friendly awhile missing bag, wow imagine, assume employed 5 star hotel meet requirement overly friendly not, better service nicer hotel just streets away warwick, room dusty n't think drinking water, know cool classy status refuse pay 8.00 bottle water room free, line spend fairmont good 5 star, not trust, ",negative "disappointed way stayed seattle w week june professional conference, previously stayed w new orleans loved second expecting great things w seattle, n't disappointed, think darkness equates ambiance, wrong, no loud music elevators, w elevators supposed like mini-clubs, meet party people new orleans w elevators, worst thing smell air conditioning went, best described cat little box pure cat urine, hotel management did not respond numerous complaints saying normal lavender musk smell w. right just sure air came room, luckily seattle great city lots do.i did email apology corporate logging complaint starwood stay, recieved marketing spam seattle w. stay seattle w wo n't recommend, ",negative "loved really liked w agree extra charges bit excessive, 22 room service fee 3.50 delivery charge 36 valet park dont touch mini bar unless want pay 6 candy bar, food good restaurant, steak sexy fries especially good, definitely return hotel probably car park, past cost great hotel, special offers paid 200 night august, loved atmosphere bliss products room, microsuede couch comftorable bed plasma tv dvd player, nice long day order room service watch movie, extensive library cds movies newspapers, did not advantage pay view movie list convenient featured new releases, checked popsicles ice buckets sitting, nice touch.all staff friendly helpful, bend backwards happy, anytime called taken care right away, person took luggage taxi accidentally left small bag, noticed night got run cab company, talked desk day hour hotel bag, luggage loaded unloaded didnt bother, taxis waiting outside hotel not, overall staying hotel nicer parts vacation, ",positive "entirely trendy wife recently stayed w seattle enjoyed stay things prevented rating hotel higher average, n't coffee maker room, know seattle starbucks corner hotel stayed, secondly place nickel dime death, example 35 night parking 14 small ham cheese sandwich restaurant.i did not like walked hotel saturday night lobby turned popular nightclub seattle, literally d.j, spinning dance music records loud lobby, beautiful people not impressed, snobby wealthy self centered person hotel, dark decorations common areas artsy fartsy, reason wife stayed sea fair great rate w website, hotel located fantastic location, wo n't returning, ",negative "style service exceeds expectations w not cup tea love style different place, reviews described striking decor style service wo n't repeat, style bit pleasant change corporate sameness upscale hotels, staff attentive meeting needs remembered, valet promptly delivered car needed attractions walking distance pike place market pioneer square seattle art museum etc., given floor room discount received entitled floors lower half hotel, beds comfortable advertised, window couch comfortable great idea wonders hotels n't copied idea, bathroom excellent, great hotel decent price advantage, ",positive "avoid place bought w thing early, hotel darker w stayed, come walking city not thing let key, loud thumping music fills lobby not want hear long work day, not hear desk staff, rooms way priced sheraton westin dream beds, want room clean ca n't dark, place dark- blinds window let outside light finally bed, offered hang black-out curtains heard, took day, black metal rod crammed window black fabric safety pinned rod, not better blinds, seattle no coffee maker, n't ask touted restauarant just dont, ",negative "great room stay stayed nights business trip great hotel great room great food near, ",positive "good quality big rooms facilities fine actually quite spacious problem size hotel c. 18 floors 20-30 rooms floor justs make feel like cog passes touching, bit mixed metaphor know like 40-60 room boutique hotels know mean, staff friendly helpful just saw twice, good sized gym location plus, issues1, water leave bed not complimentary label telling eye watering c. 12 tax added2, room internet like 15 plus not free business centre homeland microsoft3, food trays left outside rooms long time.as say nothing major wrong just big taste, ",negative "plush elegance, loved minute, usually try stay starwood hotels member points program, w seattle hippest starwood property stayed decorated rooms stunning reception friendly staff wall hung lcd guest room amazing felt pampered just sleeping comfortable bed pleasure resting on.the mood w seattle creates second valet car end night close eyes pure chic.do experience w seattle, ",positive "great stay w just returned 5 night stay w seattle really enjoyed time, like w hotels lobby decor trendy dark moody, room large nice city views super-comfy bed big bathroom stocked fabulous bliss products best staying w hotel ask, really nice features hotel like cozy lobby big fireplace free hot chocolate tiny gym great bar, hotel well-located just blocks pike place market pioneer square literally door shopping, service friendly helpful.my complaint exorbitantly high cost extras including internet valet parking food, free wi-fi lobby ideal business travellers, overall really enjoyed w stay seattle future, ",positive "location ambience pricey, not pleased services stayed 2 nights attend wedding, ambience style nice wedding reception exactly bride wanted not pleased services, hotel dark guess caters hip trendy crowd.the cost parking drinks ridiculous, parking twice paid hawaii upscale hotel, careful promo code discounted rooms did not work us.i say beds comfortable pillows, note aware allow animals, son received numerous bites night, 14th floor did not view north hotel, housekeeping discarded items not discarded thou tux rental bags left bed, agree reviewer eat breakfast pike place market mcdonalds westlake center watching pennies, staying w not watching pennies, stay seattle not choosing w, ",negative "not worth money echo concerns astronomical expenses parking room service poor service w. stayed hotel couple friends expecting pleasant stay swanky hotel, realize money paying likely pay lot ambiance rooms utterly lacking character nightclub lighting hallways creepy lobby says far hotel trendy aspirations, minor requests stay second request silverware lectured charged non-revenue request, apparently motto come line right price, staff like n't bothered room bland unimpressive nice television comfortable bed, hotel good location lot nice expensive hotels offer better service like olympian street westin, unless good deal w 150/nt not worth money, ",negative "great stay w seattle, stayed july boyfriend 200 night, hotel romantic not bothered dark hallways, room noisy air conditioner quick desk moved new room no problems better view, room beautiful especially enjoyed bathroom comfy bathrobes, bed comfortable, worked gym small fine quick cardio workouts, ",positive "interesting hotel best described woman rode elevator day 7-day stay w hip person need light re-done hotel tucked historic fairmont olympic hotel seattle 4th st hip, trouble seeing bring flashlight, elevators dark carpet tiny pendant lights elevators fast ready jump jump, lobby two-level lighted tea-lights.great sleeping room choose upgrade worth, wide screen flat-panel tvs, great shiny bathrooms good office space comfy couch, prompt room service good honor bar really expensive, not rs selection okay plenty wonderful places eat walking distance like schuckers door, coffee lovers dream starbucks seattle best tully close, short walk downhill shopping long walk uphill purchases big downer no pool, ",negative "overpriced trendy hotel clean did provide expensive valet parking, shampoo conditioner provided nice, shampoo conditioner pay hotel, business center charged minute internet usage, no free wi-fi local phone service, short local phone calls racked charge 5 piece, hotel nickel dime food including breakfast expensive, positive nice plasma tv room beds comfortable, ",negative "decent expensive pros enjoyable stay, rooms bath clean beds crisp sheets, room appointed amenities like dvd audio players nice touch including furniture, minibar stocked items including toiletries, cons service good better price, great included items like free internet connectivity simple items like complimentary bottle water.comments agree review lighting halls public places brighter atleast twice sacrificing ambience endeavouring create, ",positive "uber style super service maxmum comfort did not want leave, admit bit confused negative reviews w seattle, nothing positive experiences.the w seattle caters hipster 26-35 crowd, think running shoe designers web moguls fasion mavens, people wearing sunglasses elevators sort thing, guess comes territory w certainly trendy.the w swathed somber seriously cool style swank lounge luxurious rooms, beds plush comfortable, room felt like modern apartment instead hotel, accents abounded stereo superior waffle robes zen desk waterfall, bathroom stocked luscious bliss soaps.the staff friendly efficient, able check hours early no issue, replaced lost room bar key pleasantly charging loss hotels might.i skipped bar, bit taste, enjoy company young beautiful people latest fashions love bar thriving.one minor drawback w tucked canyons corporate high rises little immediate area, 10-20 walk tourist areas like pioneer square pike place market, however.nonetheless stay, amazing comfort, ",positive "nice not, high expectations hotel based reviews referals friends, expectations hightened received e-mail hotel inquiring needs, plane arriving 10:30 la requested early check, arrived disappointed, exited cab no help luggage, struggle door, usually carry luggage dragging airport looking forward service w advertised, check went fast given early check requested, hallways dark people mentioned, not bad stated, room big amenaties, bathroom especially nice, room decorated trendy contemporary style like, went lobby evening surprised hotel/resturaunt transformed posh party place, thought fit not, mid felt place, hotel great younger croud feel comfortable fairmont street, ate resturaunt breakfast surprised prices, visiting couple hotels area prices little higher average, surprissed travel hawaii prices high higher checked surprised charged 60 early check fee, did n't mind paying rate upset told charged service, sum hotel nice trendy 20 30 couples, service advertised leaves bit desired overall good stay, come seattle probably stay, not experience hotel younger scene, ",positive "brrrrrrrrrrrrrrr coat, need hotel good rating clean attractive convenient, n't, little cold n't mean temperature, exception valet guys friendly acted doing favor, prefer little warmer cozy setting wo n't, willows lodge great place, ",positive "w wow, w experience seattle converted, w creating mood love wo n't, moment step lobby enveloped aroma vanilla candles sound chilled-out beats, lighting subdued point little dark add club vibe lobby definite security concern guest floors, rooms comfortable decorated elegant 1940 style bathed browns dark wood accents window blinds sofa window alcove, bathroom amenities bliss deluxe, in-house restaurant earth ocean excellent, focusses regional dishes wines try seasonal prixe fixe menu accompanied wine flight culinary education delights pacific northwest, criticism desk staff service-oriented w style cool warmer, ",positive "hip cool hotel-loved, stayed w hotel seattle 2 nights, great experience definitely not expected, stepped lobby felt like lounge/bar, lobby dark dimly lit scented candles, hallways dimly lit, n't w hotel nothing.the rooms contemporary immaculate, room service valet bit pricey, staff friendly helpful.overall definitely stay w hotel, ",positive "big disappointment desk w hotel august 12-15,2004. arrived 11:30am told n't check till 3pm, no choice open suitcase lobby things need city walking pictures, suitcase placed storage meantime, came 7pm night check, desk girl asked credit card did, asked id picture, told suitcase storage, told need, told not going open suitcase lobby second time humiliating, hotel manager said thing need id n't offer alternative suggested room suitcase open privately, ofer apologies, finally desk girl suggested check staff room suitcase able id picture, agreed this.this shows hotel supposed cool desk hotel manager n't, told staff hotel manager coming day big group 70-80 people incident not pass unnoticed management coordinating people think 10 times decide book w hotel future meeting, ",negative "cool does n't mean great service just stayed w hotel seattle.bad news.dark lobby suppose cool.dark hallways suppose cool.is poor sevice suppose cool, room service joke, wrong food, cold food, housekeeping 3:30. concierge services non existent, think candles lobby designer clothes young staff hotel means try w, ",negative "w fabulous dont use f word lightly wife stayed w june 18th 21st say exceeded expectations, moment walked enjoyed, nice desk valet bar staff concierge, matter fact staff remembered names nice touch, not mainstream think things liked hotel, unique, room 15th floor fabulous dont use f word lightly, windows wrapped corner overlooking city, nicely furnished bed fantastic, entire experience great, bit pricey, ill tell, ",positive "nice place, noise-protect hint conditionned react technological signals sound arriving departing elevators set high easily awaked couple times rooms end aisle okay, ",positive "mixed experience travel frequently work pleasure hotel max mixed experience.my reservation order arrived despite calling twice making sure incidentals cleared room hold n't credit card arrival told not possible.reasonably credit card placed hold, hours later resting room cleaning staff came emptied incidentals, did n't room charge card.the room crowded small compared similar boutiques san francisco knob window heater opposed digital moderates temperature, native minnesota seattle fairly temperate comparison n't huge deal factor coming warmer climate does n't want wake roasting/freezing.eventually room felt cozy instead cramped did getting used, decor entertaining.there multiple occasions days room smoky likely nearby smoking room, opening window solved problem, hear neighbors talking normally room.on positive art doorways stunning hotel certainly personality, desk friendly knowledgeable competent, free business center high speed internet printers, location prime walking parts city.typically minute wait cab, walk uphill block westin line available cabs take.if looking crash night great choice, looking spend time probably better choices available money, ",negative "comfortable convenient chic stayed sister hotel tacoma hotel murano impressed decor staff location decided try max.it close downtown easy destinations, room bit small comfortable price exceded needs, look forward doing downtown christmas shopping staying close shops.we looking forward having dinner sushi restaurant menu impressive, ",positive "modern artsy booked hotel max weekend getaway, chose hotel travelzoo deal queen art room 139.00/night pretty good deal compared 200.00/night hotels area, parking steep 30.00/night opted park office building street, n't mind leaving car outdoors overnight open-air parking lot economical.the room bit small overnight bag, luggage large suitcase not want stay, feels like staying guest room friend place staying hotel room, room nice view courhouse.the lcd tv nice aveda toiletries, terrible coffee decent tea, bed extremely comfortable sheets bit scratchy, did n't advantage neat pillow menu spiritual menu, location hotel decent, walking distance downtown attractions pike place market, 2 blocks greyhound station.would stay hotel, yes 100.00 night, choose stay elsewhere.., ",negative "stay reviewers stated room quite small design fresh hip, location city not better, staff friendly helpful, negative available space w/in room taken mini-fridge expensive snacks nice little storage instead stayed 3 nights, beds comfy rooms/bathrooms clean, shower separate room quite small great shower quality fixtures/finishes, nice 2 people trying ready time no way 2 people fit bathroom, def, stay, ",positive "small nice, decor nice not space room bathroom, overall liked place, staff really polite helpful, location really nice seattle shop, right middle 10 minute walk pikes, little small stay, ",positive "etrocalgary not contemporary funky hotel just cheap dump, n't fooled meagre display called contemporary decorating.the building old tiny tiny rooms bathrooms, rooms stunk damp mildew really old wood, n't new beds rooms think bates motel, bathroom decorated small bowl sink left original tubs yuk, fixtures inexpensive no art work flat screen n't mounted wall bedding good, no open luggage barely walk bed, elevator lift fitting just 2-3 people long waits, halls rooms scarey dark narrow, not impressive area hotel, clearly hotel cheap cosmetic decoration slip 3 star categary dump, putting avedia products bathroom does n't make smell size decor room size comparable hostel not 3 star hotel, strongly recommend paying bit staying lots options, night hotel max ruin vacation, ",negative "not family stay not families kids, nice cool desk people, manager nice, spotty service, time fawned time ignored, hip trendy spot, not like start walking space topless painting not, painting does not offend 6 10 year old kids stunned, ",negative "remarkable service work quickly effortlessly make sure needs met, frequent guest hotel deluxe portland thoroughly enjoy, business travels extended recently seattle natural stay hotel max, pleased thoroughly enjoyed recent stay, checking approximately 4:30 a.m. desk manager informed car stuck parking garage malfunction elevator, said called elevator service time day received no response, told needed airport catch 6:00 a.m. flight merely shook head agreement phone car hotel minutes airport free charge, agreed return rental car airport parking garage, hesitated moment trying figure, work quickly effortlessly make sure needs met, no stress no hesitation no questioning, handled grace extreme ease, kudos staff management skills, looking forward visit seattle, ",positive "fantastic affordable boutique hotel great location boyfriend recently stayed, research noticed lot reviewers mentioned rooms little small, contacted max daddy a.k.a, chris bebo asked larger room, not booked larger artist king room gave additional pricing wanted upgrade deluxe rooms, stuck larger artist king staying 4 nights, perfect, great view cozy hip room, hotel rooms really reminded smaller expensive w stayed nyc, little storage space bathroom small, did research hotel max used older hotel explains smaller bathrooms, personally thought cute completely sufficient, solve storage problems asked hangers 10 minutes later, staff helpful desk questions needs, harry sure cab night car airport, highly recommend getting car instead cab, cheaper safer nicer automobile, hotel close attractions shopping restaurants, needed cab able walk, definitely like boutique feel lot hotels doing nowadays hotel max does cheaper pricing not cheap service, needless say really enjoyed stay time seattle, visit near future definitely stay hotel max, ",positive "term better awesome, awesome, just stay, contact hotel perfect, constant emails kathleen provided reservation car service restaurant, promised car service waiting airport provided safe trip hotel, arrival staff open doors n't let lift finger help luggage smallest bags, young ladies desk wonderful, checking explained hotel assisted questions, rooms wonderful not want country type setting, city hotel room, modern clean, complimentary bottle wine awaited arrival room, arriving restaurant evening told hotel called make reservations wanted complimentary appetizer, day check-out assisted storage bags town car transfer airport, seattle stay hotel max, ",positive "small, husband particularly fond funky/modern boutique hotels size room left bit disappointed, rooms clean decorated cool little space, n't expecting 900 square foot suite small hardly carpet walk, bathroom hands smallest seen lives, maybe advantage able shower sit toilet wash hands time, sushi restaurant attached hotel great staff friendly, good location close shopping pike place market, ",negative "posh twist moment walked knew unique hotel, ambiance set mood intriguing satisfying, bedroom small intimate girl want pillows finest sheets comforter wanted wrap bed mate, extremely pleased decor comfort extras room, ",positive "hotel max aphrodiasiac hotel max exactly expected reading previous reviews, bright pink paint curb helped hotel easily, pulled valet service extremely helpful friendly, walk lobby adult art walls not trashy means, room pretty small bathroom, extremely clean, loved menu snacks opportunity order pillows liking, did not remember 21+ hotel mini massager intimacy kit came hotel labeled, really nice not kids running, did not experience paper wall noise complained, hotel max trendy sexy definately air spray phermones sheets, definately stay, ",positive "return customer, hotel max uber cool place stay want different type overnight experience, rooms incredibly small bathrooms smaller.. makes smallness atmosphere, brought son 16th birthday loved roaming art halls perusing pillow menu spiritual menu, kudos hotel max considering different flavors customer, beds amazingly comfortable room service like lightning, gorgeous sushi dinner red fin recommend, glitches overall reservation contacted gm hotel immediately return home, clearly max interested meeting needs customer not claim lot business days, complaint daily charge internet access pretty connect wireless streets anymore, ",positive "amazing staff small cute, say friendliest hotels stayed, super impressed desk staff guy called rock star greeting fun feel like special guest hotel, n't think service quality, valet parked car carried bags totally sweet attentive, working class seattle impressed.my husband tired not fun mood rock star positive laughing got keys room, totally took care making reservations wonderful italian restaraunt helping tickets baseball game getting guest list concert showbox.the rooms small designed, beds best beds slept hotel, took 30 minute shower feel like spa sorry wasting water needed, hotel max gem rough, small time deffinatly pulled right, cozy recommend hotel wants wonderful weekend away kids speacial moment celebrate, service sort like movies normal person wins million dollars sudden butlers maids care them.i stay everytime seattle.a lot little things whack like no robes room,, ",positive "ok place stay say reviews max pretty target, location hotel funky rehabbed older property downtown seattle short walk places downtown good hike connect buses, convention center nearby not nearby, you__Ç_éêl soggy going forth, parking pricey, general property website portrayals accurate, boutique hotel meaning small prides its__Ç cool d‘Äcor artwork, lobby hip cool 80__Ç_é_ dance music speaker brings smile everyone__Ç_é_ face, can__Ç_é_ help boogie friendly desk clerks waiting elevator, services hotel minimal don__Ç_é_ expect offerings hotels rate.rooms pictures reviewers accurately portray room, bed overall good level famous westin marriott beds, mattress room new firm pillow, don__Ç_é_ lot luggage, rooms equipped rooms best single travelers, no closets, small armoires, drawer person socks underwear like.check check process easy making reservation clerks didn__Ç_é_ bat eye assigning king room men, respected like plus desk clerks managers hotels refuse honor reservation try steer room queen beds ironic, problems started lot little things, assigned room usually reserved special needs guests, no problem fact no bath tub, bathroom large shower happened toilet sink, allows easy wheelchair access, run shower water goes curtain floor, leaked room, days learned roll damp towels create dam shower, towel bar sagging fall, addition housekeeping hard time remembering restock soaps times robes times small housekeeping items room, staff politely took care things address similar issues daily, exhaust fan noisy not befitting hotel price star rating, issues took repeated requests.the temperature control room simple window air unit, unit noisy not befitting hotel price star rating, rains rain roof runoff pounds metal housing, result sound water torture night, wound opening window 9th floor straddling windowsill order throw hand towel air conditioner, got rid noise got killed, ha, worst thing wake service not working, did set alarm complicated didn__Ç_é_, result missed meeting, advice bring clock, addressed manager duty promised care don__Ç_é_ recall explanation apology notification problem fixed not, took chances couple days later worked, busniess center business center used children needed extensive myspace fixes im sessions, desk desk clerks great, quick conversation smile, courteous helpful, hotels like staff reek attitude staff max welcoming approachable.breakfast attached restaurant popular place, asian restaurant offers breakfast offerings basic breakfast food eggs hash browns foo-foo names high prices, breads pastries greasy comparable items filling station, fruit promised menu simply aged brown garnish left night, coffee fantastic kept coming breakfast times, glutton punishment, not coffee lover avoid place costs breakfast, final verdict stripping away pretty fa__ade friendly service minimum service hotel, compare motels block avenue inn 8th avenue inn travelodge half price, place simply place sleep worth standard 89-109 dollars charged properties similar services quality, paid 150 night considering ups downs place felt bit violated high price, stay try better rate online try negotiate reservations agent.conclusion ok stay, safe clean place stay did appreciate feeling welcomed same-gender couple, know city better places level service comfort lower prices, despite welcoming staff cool d‘Äcor upgrade service cut price and/or improvement rooms consider max again.stayed march 19-25 room 914, ",negative "max-imum enjoyment, co-worker stayed hotel max semi-business trip decided share room save company dollars mindful watch company money, max high end price wise typically pay traveling pleasure competetive downtown seattle hotels priceline spoiled years 150 night like splurge, called ahead confirm late check double check set reserved room 2 beds a-ok. arrival greeted attentive desk clerk went looking bottled water, experiencing smooth check soon way 8th floor room, impressions room far larger expected, course seen room complaints regarding size norm reviews hotel, wardrobe plenty spacious taken particular note mentioned hang clothes angle room wardrobe question large clothes, downfall room non-smoking non-smoking floor clearly home guests realize cigarette smoke smells lingers, probably adjusted co-worker particularly sensative problem, attempted switch rooms informed hotel booked wait morning, effort rid room reek opened windows helped bit, beds laden white comforters/duvets loads pillows let tell bed westin heavenly bed shame, kudos x 2 comfy beds, bathroom reasonably spacious complete typical ameneties, hip/edgy sort place max line bath products simple white bottle white lettering, mimi fridge wine glasses cd player cd singles flat screen tv seersucker robes lined terry cloth selection teas coffee adult novelty item purchase course, observation worth mentioning room impeccibly clean, tend notice creepy brown corners hotel rooms room creepy-free, having just flown east coast happy settle oh-so-sensational bed z btw window ac/heating unit noisy personally met heating air unit hotel n't, visit big metropolitan city prepared hear little traffic outside, kills people nyc similiar place complain street noise, room gets grade following morning assured request smoke free room handled packed bags checked desk heading day, hotel good location close pacific place mall just couple blocks monorail space needle straight shot stewart public market, crucial note starbucks right left exit hotel, co-worker love walk no problems getting sights, max located just blocks free ride zone allows travel city bus free key downtown areas, location gets feel just hair way, did experience couple hiccups trying switch rooms staff patient dilligent making sure taken care offered bottle wine staff gets well.the adjoining restaurant great spot drinks loved atmosphere did not dinner, overall hotel great praise definitely reccommend, funky comfort inn kind person feel little home, sure return seattle hope visit max return, ",positive "really enjoyed stay, really loved staying hotel max recent conference, nights thought hotel clean interesting good location downtown, rooms small noted building old modern hotels usually like n't surprised, thought room seventh floor super comfortable queen bed perfectly sized person, staff friendly attached restaurant red fin great vegetarian options, drawback, 13/day in-room internet access case downtown seattle hotels, oh, good deal time definitely stay especially romantic weekend, ",positive "reading reviews felt good idea expect, rooms definitely small, crazy small, bathroom barely fits sink toilet room shower rooms diff, configurations bathrooms split, basically room bed long desk flat screen tv propped, talks great customer service opposite experience, got late driving 5 hours whistler, got night manager checked, did n't ask needed help bags, grabbed luggage carts no idea bellperson point loaded cars, got elevator, basically order luggage carts elevator need degree geometry, dead tired trying luggage carts elevator night manager just standing talking valet guy possibly bellperson, nobody offers help help, just let struggle, unreal, not sure customer service comments come definitely did not remotely resembling customer service, not stay, roosevelt stayed departing whistler street cheaper times better, ",negative "fun funky truly individual high end place great location, hotel max presses right buttons expecting emerald city little bit alternative lot welcoming.stayed queen art room fair little small n't try swinging kitten let moggy wonderfully light super hip plasma screen hi tech bathroom, vibrant ambience lobby landings art photograpy cultural experience itself.will, ",positive "unusual good experience stayed hotel max 9 days conference early june extremely good value, reason chose hotel primarily price location easy walking distance convention center, price n't think better hotel downtown seattle.the hotel fun modern decor staff friendly intelligent helpful uniformly young nearly 40 years, rooms quite small not size doubles room clean, beds extremely comfortable rooms surprisingly quiet, bathroom clean modern not figure drain sink thought malfunctioning quick visit maintenance showed just n't hip figure, bad thing shower curtain smelled mildew.some helpful amenities hotel include nice business center small equipped gym second floor, business center couple computers printer guests internet service rooms requires extra fee, gym quite fancy treadmills free weights.the staff flexible splitting ways sharing double room people complaint night television stopped working no apparent reason maintenance man unable fix, eventually started working no obvious reason figured wrong.we ate attached bar red fin food wine tasty, hotel nice location walking distance convention center space needle waterfront pike place market, n't miss nearby palace kitchen restaurant doughnut shop 5th avenue, yummy, ",positive "not bad overpriced agree reviews helpful staff ready help offer recommendations valet parking efficient.again rooms extremely small just bed dresser closet bathroom, decided pay artist king room reviews claimed bit roomier ca n't imagine queen rooms like given small size king room, given worst king room hotel mistakenly quoted extra-low room rate.the sheets super-starched selection pillows duvet nice, bathroom towels cheap scratchy tub sink starting wear, air conditioner adjustable temperature settings fan quite strong n't nice night, second day used towels removed not replaced.the location good interested market downtown shopping definitely not closest option able closer paying, add hotel does does not offer does n't equate high prices, paid price rooms prime location boutique hotels rooms small got small things right like soft fluffy towels, ",negative "excellent difficult time deciding stay seattle town convention decided stay king room room perfect size yes admit saw smaller rooms small king room perfect staff great especially red fin staff rob sara excellent recommend wants hotel downtown wants different experience thank hotel max im seattle stay, ",positive "decent stay good price stayed roosevelt 3 nights specifically convention, location great block away like reviewers stated close bunch shopping food pike market.i paid 110 night small queen room great price consider flaws, just ca n't justify sub- 200 night, things consider not quite sound-proof hear dryers plumbings neighbors, wireless extra charge reason strange way counting considered day 24 hours 10 daily fee, air conditioning/heat strong little loud.overall great place stay 110 n't stay close 200 hotels downtown seattle travel bus free walk just, ",positive "fantastic value husband great time hotel, slightly small junior suite exceptionally presented clean, bed really comfortable exactly needed long trip, arrived room servce closed staff really helpful advising best local outs ended ordering pizza direct room- needs room service staff helpful considerate service fast efficient.i stayed smaller modern spotless room roosevelt warm service larger flee pits saw fabulous city.i stay, ",positive "great location jr. suite great, clean comfortable, close pike market town walking distance, breakfast nice fresh, stay, ",positive "old rude blah reason stayed jacuzzi suite, wish stayed, hotel charm lobby, rooms old 50, no fan bathroom tiles falling missing screws tub, smoke seeped floor came bathroom, receptionists rude did n't tell room, oh 25 park car just great, good thing close cheesecake factory, stay, especially price- spendy, ",negative "roosevelt hotel 20-year-old daughter wanted short vacation school semesters chose seattle, prefer hotels built twenties scouted possibilities seattle chose roosevelt hotel price compared hotels built pre-wwii room beds, turned tv faced oddly sideways beds used wireless connection available tv, maybe not room businessman room spacious windows opened desk chair upholstered chair ottoman table coffee coffee maker double beds armoire drawers housed tv, curtains absolutely blocked light daughter slept woke, no refrigerator, not problem bathroom small mind no counter space water pressure massaged head rinsed hair water got hot instant, grayline bus airport stops street half hour, location great near convention center walking distance downtown public market place monorail pioneer square seattle art museum, highly recommend hotel wants hotel taste style room old-fashioned comfort pleasing decor easy access, great hotel visiting seattle wants great hotel plans spend time, ",positive "warning not stay ok let tell experiance doubletree hotel, stayed nights mid november, arrived virtually ghost town lobby, wait close 15 min, checked, young lady helping line 10 people, bell desk concierge desk nobody seen entire check process not mention entire stay, supposed service hotel, wanted make dinner resv, nice nobody help, paid 179 plus tax plus parking 20 valet expect recommend nice rest, area, want hotel understaffed expensive 14 dollars couple eggs place, alot hotels area highly recommend not staying, ",negative "not stay stayed 1 night august early flight morning, check easy cookies nice, having printer lobby print boarding pass really convenient.the elevators tower not close, wanted carry luggage got tired bell hops asking, not thrilled wanted borrow cart.t long walk room, room nice not 200.00 night, inner hall quiet lot traffic noise outside, bed comfortable noise traffic not jets room fan did not sleep well.there mildew bathroom-cleanliness fair.the shuttle airport nice bottled water.we not stay noise mildew, ",negative "not stay, room did not microwave refridgerator price paid, balconies shared separated metal gate, furniture room damaged replaced, no wireless internet rooms lobby lounge, high speed internet rooms plug pay hour use, certainly not stay hotel, thing really offer single chocolate chip cookie check-in, spending money wisely buying cookies, ",negative "pleasant stay seatac recently pleasant stay doubletree hotel seatac wa visiting seattle area weekend, time doubletree hotel shocked given 2 hot chocolate chip cookies check-in, cookies soft warm nice touch long morning traveling country, finding room bit difficult, hotel parts tower motel section branches, motel section bit confusing finding room got hang things, n't like walk long distances annoyed large size hotel, hotel plenty ammenities lack available business center free internet, wi-fi access pool area not available rooms n't lan line available use rooms, bit setback, computers available use near coffee shop lobby taken peak hours, breakfast buffet restaurant lobby food overall bland boring, typical hotel food better jack box street, walk international blvd sharp roasters wont regret, hotel not far downtown seattle walking distance sea not far tacoma area, proximity sea various flight crews various airlines bunk quite flights, shuttle airport runs 15 minutes rented car pass prepared shell 14-16/day parking, car staying motel section able park near section able cut walking times drastically, overall reccomend hotel specifically short stay, gets job nicely, nice stay, ",negative "great stopover husband stayed night prior alaskan cruise, arrived midnight free shuttle pick minutes, check smooth warm cookies nice touch.the room clean spacious comfortable, booked package included room shuttle pier, contacted hotel couple weeks trip reconfirm reservation ship sailing schedule shuttle fit needs.the shuttle got ship plenty time no hassles all.overall highly recommend seattle airport doubletree arriving cruise, friendly staff lovely rooms, ",positive "decent airport hotel below-average business travelers looking hotel close airport above-average shuttle service great customer service- excellent choice, rooms bit worn edges- bathrooms furniture need updating bit 70 feel beds not best seen doubletrees- better hotel chains balconies scary tacky, rooms spacious vanity outside bathroom great families clean.if looking night hotel flight cruise fine choice, looking place multiple night stay prefer modern decor expecting great views- not best selection, business traveler used hilton honors hotels- check hilton seattle airport block doubletree, stayed better selection similar cost, ",negative "doubletree ok no problems, great view airport rooms beware glass elevator high storey room quite way, breakfast good evening angus burger restaurant not recommend, overall staff helpful airport shuttle available 24/7, ",positive "loved stay doubletree hotel, sister absolutely loved hotel, used hotel complementary shuttle wonderful, especially late arriving seattle pick, parked car hotel parking lot, charge 16.00+tax just park car night, absolutely ridiculous guests staying nights, hotel big nice clean, beautiful room tower hotel, 5th floor loved view balcony, room quiet beds extremely comfortable, nice helpful microwave refrigerator, time seattle love stay doubletree hotel, ",positive "terrible driveway/valet experience stay lot hotels upper-end, doubletree major service/management problems, dropped wife left return car sea-tac airport, total pieces luggage, zero help valet, indide hotel trying checkin area not single bellhop moved muscle help, bothered rotator cuff got no help getting bags hotel hotel, called cellphone told miserable service, initially arrived hotel lazy woman gated entrance hotel barely rouse inside booth bothered question dropping bags, miserable attitude, met ones like, later parking outside car attendants contracted company, service awful wo n't, clearly inside service bad outside, wife normally mild retired ceo major institution livid, big airport hotel no food service prior 6am room service seattle cross-country flights leave early early airport early, no help baggage, clear impression bellhops n't provide service hired, n't hire n't muscle, concept service alien property, combination plus outside contracted driveway services lethal, eventually probably discussion returned property desk manager came room apologize, good service, good service received, arrived hotel hotel andra downtown seattle, excellent. early departure sea-tac early, did n't stay no recommendations hotel location no class, ",negative "good room clean quiet comfortable good place stay conference need stay night near airport, room large clean, heard no noise airport, bed comfortable serta mattress large property believe buildings, 5 deck looked forest, walk building lobby 2-3 minutes, plenty eating places nearby bar hotel fine also.you charged parking 8/night outdoor parking, ",positive "loved, come business meeting, used meeting facilities team wow say, attentive team, need met asked, catering staff banquet sales staff a/v team set banquet management 100 percent superb, meeting rooms large comfortable, a/v equipment date work great, food really good catering banquet team nothing hard working smiles, strongly advise space looking large event conference.the sleeping rooms spacious comfortable, beds soft not soft linens warm cozy, loved amenities room, fluffy towels nice shower head beautiful balcony larger apartment new york, food really nice, service smile time, tried really enjoyed, eggs benedict best, desk staff nice, warm welcome check coupled yummy warm cookie, ca n't beat, really great place stay event, close airport not far downtown seattle just great place, ",positive "great deal, come, stayed hotel 1 day trip vancouver, yes bit far downtown close airport, hotel interior bit outdated room stayed tower pleasant relaxing modern, absolutely loved warm cookies given check beds room incredibly soft, actually miss beds, hotel staff friendly accomodating, definitely stay visit seattle, ",positive "comfortable pleasant stay stayed hotel nights attend conference, room comfortable hotel layout conference space convenient, ate times hotel breakfast late dinner lobby bar meals fine, pleasant hotel stay recommend friends, ",positive "hairy scary stayed location times generally satisfied visit discovered bed linens not changed, bed appeared properly spotted stains pillow numerous body hairs scattered sheet.the night manager took complaint listened passively apology informed bellhop sent key room, ",negative "pre cruise stay reading reviews hotel little worried, checked pleasantly surprised turned nice hotel spend night pre-cruise.the hotel close airport noise planes, not light sleepers did not bother us.check pleasant staff helpful, shuttle prompt picking dropping catch shuttlexpress bus cruise pier, waitstaff coffee shop friendly attentive.we assigned room tower, 4 5 story buildings connected make challange room no problems, room spacious not overly large nice bathroom, room clean comfortable, fitness rooms overly large, did date equipement, outdoor pool hot tub did not use, onsite restaurants sports lounge coffee bar area pasteries, prices restaurant little high wanted pay dinner coffee shop, not inexpensive did n't break budget, hot food hot cold foods cold, overall decent meal, overall impression stay nice hotel close airport, not disappointed purchased hotwire received hotel, ",positive "fine new wing stayed labor day weekend 2005. previous reviews acccurate, stayed updated tower wing, room spacious nice, rest hotel not seen renovation 60, room quiet, ",positive "nice hotel stayed doubletree conference october, read reviews got little concerned pleasantly surprised, remodeling rooms, wing 3 complete, beds/linens nice comfortable, did n't use restaraunts, stay, ",positive "best attribute proximity airport rooms not particularly posh large, kind dingy definitely need remodeling, wife stayed 1 night flying sea-tac morning, hotel fine purposes n't wanted longer stay, got room priceline 49, parking added extra 12 exorbitant guess standard airport hotels, bed allegedly queen like double, business centre internet access free open 24 hrs, key desk hours, pool whirlpool nice prefer 24 hr, access like health club, room service typically expensive food average best, ",negative "convienient airport doubletree convenient sea-tac airport, price right rooms large balconies warm cookies check-in good, lot guests hotel appreciated not hearing outside noise room, large pool hot tub, ",positive "embassy suites exceeded expectations stayed embassy suites field lacrosse team tournament starfire sports complex, location excellent blocks fields shopping restaurants costco, accomidations great perfect families, clean spacious equiped.despite open atrium design bedrooms quiet, hotel fully booked lacrosse teams management keeping kids line ensuring comfortable stay guests, impressed included room rate, team members recieved tournament rate 109 night, included cooked order breakfast omlettes scrambled eggs pancakes french toast bacon sausage muffins cereal oatmeal, nightly managers reception complementary beverages alcoholic non hours, welcome remain atrium mingle guests teams great sure beat cramming rooms visit happens tournaments, open concept allowed parents monitor children able socialize, great, hoping return year definately look embassy suites traveling future, ",positive "past prime stayed hotel twice year business trips not stayed second time able switch hotels.the rooms need renovation dank smell furniture dingy, lobby atrium area nicer rooms, hotel used beautiful place stay fallen spending renovations.i gold hilton member did not provide vip courtesies typically provided hilton family hotels asked promised occassions provide, desk good making promises bad keeping, evening happy hour good breakfast buffet bright spot ample selection cook order omelets.i travel area frequently strongly recommend hotels close proximity residence inn street marriott courtyard door, good hilton alternative doubletree 1/2 mile away, ",negative "definitely stay, stay hampton inn travel work clean breakfast great convenience love free internet, wary hotel reviews read pleasantly surprised best stayed, renovations complete room completely redone little small nicely furnished bathroom great, staff great usual quiet, location great airport food choices far, definitely stay need close airport, ",positive "no 10 location close airport, seatac area not greatest, restaurants review 13 coins, property tail end remodel, arrival entire lobby torn apart desk relocated small desk door, needless say check not efficient been.rooms totally remodeled, room quite punch list, furniture not completely assembled scuffed wires protruding hole workstation shower head leaky__Çî__he bed great appreciate new layout workstation flat screen tv, bathroom shower water hot punch items remained bathroom.the night confusion desk room assignments gave guest key room twice__Çî_‘inally desk came surprised, duh, overall comfortable, new bed linens towels help.the location near airport aircraft noise, sure no better properties area, remodel finished sure stay better, ",negative "usual best, hotel clean managed tired traveller wants, rooms huge bed die love hampton beds breakfast 5.00am, staff got private car 20.00 taxi train station, stay, thanks willie, ",positive "fair room quality unfriendly staff make sure reservation traveling group team, motel not send shuttle pick not listed, double check room left items.i hilton honors member 10+ years hampton asked 100 guarantee, did not, guarantee hampton individual motel decide honor, hampton individually owned make complains hilton customer service pass complaint not care it.i currently reviewing corporate travel policy hotels downgrading hampton resort, deleting bid corporate office stays dallas, ",negative "beware beware leave vehicle, took advantage park ride unfortunately vehicle broken, ",negative "not bad make sound read reviews hotel vacation, worried going horrible booked second reservation just case bad people, wasn't.first called day left confirm reservation, person answered phone poliet professional, confirmed reservation accurate priceline, told not guarantee early check-in moment flight arriving 8:30 morning could.this leads point arriving professionally dressed women desk, greeted warmly checked-in immediately rooms open, woman helped named jasmine believe professional, did not untucked wrinkled shirt alleged, confirmed days staying gave card keys needing ask hotels, no construction mess noise said minor things lobby nothing messy noisy, ac worked room quite adjust suit needs, carpets old need replaced sure continue improve hotel.when called desk inquire catch bus seattle woman answered happily told exactly catch told stopped desk way bus scedules route, definitely professional service it.the complaint think carpets room continental breakfast, sad offered 6-9 am.i definitely recommend hotel people staying seattle short time close airport downtown extended trip focusing dowtown not convient, ah forgot mention lobby guest use not laptops, thought excellent n't seen hotels stayed, ",positive "dreadful hotel embodiment downside priceline way, couple weeks prior arrival sent e-mails hotel attempt confirm reservation, reponded, called afternoon arrival, explained no bothered respond e-mails, clerk no answer, asked confirm verbally took heard shuffling papers background, returned phone gave uncertain tentative verbal confirmation.we arrived quite late 11:30 p.m. advised hotel e-mails verbally afternoon case, gave desk clerk advised did not reservation, claimed reservation june 6 not july 6 ridiculous especially handed priceline e-mail confirmation july 6. simply shrugged read, said did room ground floor good thing no elevators, completely exhausted long train ride vancouver, dragged bags assigned room written stickie note add, inserted card key appropriate door not open, couple attempts turned handle try enter, heard loud male voice shoot, needless say beat hasty retreat desk, time manager desk clerk, appeared just awakened, unshaven shirt n't tucked, looked like slob looked like, told happened said clerk newly-hired mistake duh, gave card key stickie note room assignment, demanded accompany, wife said guy going shoot going, favorite night manager actually called guy awakened apologize, hear screaming manager undoubtedly awakened second floor room eventually occupied truly nasty-looking dragging luggage flight fo steps pleasure, cramped bleak decrepit, practically wall paper peeling, bed creaked tiny movement, aching morning, awful hotel experiences, enter peril, ",negative "stay no options did not enjoyable stay hotel, arrived took nearly 30 minutes checked, desk disorganized understaffed, despite fact reserved room queen beds people 65 night given room single king sized bed, checked given key room guests, returned desk different key no, wait lobby 15 minutes returned, room basic, nothing excited, things thermostat did not work unable shut air conditioning.the day checking called manager requested refund, listening problems encoutered granted refund 65, ",negative "great experience originally went reservation bit wary past reviews hotel, stay quite enjoyable, low rate room comfortable, used high quality bath products air conditioner fantastic, location block away bus stop ride downtown seattle, points improvement tv channel selection quite limited breakfast mediocre best, espresso shop just block, overall pleased value definitely stay, ",positive "rude desk manager place ridiculous, 89.99 hotel smells old dirt customer service rude, hotel not airport reported given room bedbugs room, complained lady did best desk asked speak management rude told nothing change room, nice job bites, ",negative "wrong hotel looked room resrvied smeeled vomit, not red lion accross airport 4 miles north, cant smell nose lol smoke did not say night thank god time fine hotel, ",negative "sunshine just returned week trip dominican rep. say overall enjoyed stay.our travel agent advised colony bay resort recently opened n't sure service, confirm food services staff entertainment staff, quite eager help language barriers times nothing, staff learning english french italian.the food generally good, theme nights evening steakhouse pizzeria, require bookings day evening meals easily morning early afternoon, travel rep. advise, pizzeria does n't require bookings, snack bar ab disco/sports bar, bit hesitant eat tacos, hesitant food left awhile wrapped, noticed juice cooked weiners dripping cheese sauce, yuck night steakhouse evening started roof buffet, confusion staff acted quite quickly visitors slow leaving building, roof roofs resort palm leaves, not sure started say managed thankfully windy location, no alarms water sprinklers noticed, rooms drywall buildings concrete blocks, hotel manager did issue letter apology room.during stay roof repaired imagine buffet running day, meantime meals handled beach buffet steakhouse, did eat steakhouse ran rib eye, instead ordered sirloin, fine partners grissily, order chicken wing appetizers overall food good issue flies food especially, likely open air buffet, ice cream availalble day breezeway pizzeria sports bar, yummy, ice cream buffets, bugs bite assuming mosquito, staff spray mosquitoes, witnessed heard twice daily.our room clean, did n't care keyed doors friends problems, room power turned card, thing mind dominican rep. people n't power disruptions occur, no problems, internet available main lobby, fees posted area.if n't wear watch want bring travel clock did n't notice clock, no quarantees time t.v.. available channels just wait watch awhile not drink room water, fine brushing teeth showering, hot water showers advised not case, fridge constantly stocked bottled water pop beer, no charge note try refill water bottles restaurant possible help reduce garbabe, n't think country recycles evening shows entertaining great dancers costumes, evening earlier kids, couple evenings shows involved resort guests, shows leaned adult games just note families younger kids.due location resort not recommend leaving evening, resort withing 10 minute walk folks took cab walked strip mall 10 15 minutes away resort, vendors selling wares resort certain evenings, jewellery art coffe cigars popular items, dominican bit pricier places barter cut price half start with.the complex kept clean, workmanship tile/grouting showing, nothing bad brand new resort, notice tons garbage way resort resorts, sad, did n't use casino noticed small not used, lobby expansive great place sit visit just people watch, clothing shop jeweleery shop lobby, room buildings gym spa gift shop, walked gift shop did n't use spa exercise room, pool pool bar nice, tthe jaccuzzis pool not heated.there tons lawnchairs want spot near pool palapa towel chairs 10 o'clock, security guards beach 24/7, arms bands not required resort neighboring resort believe visiting going vacationers walks beach.makesure plenty sunscreen, winds noticted n't feeling hot succeptabile burning, great waves, watch kids closely.good mix visitors resort, canadian folks france italy, including families couples ages.the tour went saona island, getting d.r painfully long roads quite rough right airport.we picked van wait small village catch a/c/ bus, motorbike accident stuck traffic awhile, tour stopped way return store, tourist trap, decide, good place shop not leaving resort, offered free coffee bus coffee served smallest dixie cup evern seen, hilarious, drove throught higuey nearest city getting departure beach catamaran, plenty vendors pushy, catamaran relaxing good music lots vitamin rum, saona island pretty tons palm trees vendors, beach lunch tastie, swam tanned, left speed boat life jackets provided, boated area starfish, went look overboard drove past starfish, boated area nearby, luckliy large starfish baby, boated beach bus long journey resort, tour company offers cd filed trip includes dominican history amusic cd, did n't purchase rum goes, wished guide spoke surroundings history drove bus, loved saonoa island starfish experience.kids love candy bring dollar store items like instead stickers, nutshell colony bay not huge resort bit intimate, clean room food edible love chocolate staff willing service friendly, booked thorugh tour company like sunquest etc. recommend sit briefing arrival, good info, tips resort dominican.enjoy local music weather nice, week experienced rainshowers 3 times, night early morning shower late afternoon, ",negative "issues n't say 4 star service great pool bar, ",negative "good weekend stay wife stay quite regularly visit seattle football game, shuttle airport time operates 24 hours day, rooms typical marriott clean functional, restaurant good good items quite normal, large convention hotel occurs quite regularly weekends careful room stay away pool, hotel old remodeled recently noise hallways especially pool annoying, standard complaint charge internet usage, ",negative "great airport stay lovely indoor pool area looks like lodge, staff friendly helpful, room clean comfortable spacious minimal noise outside hear planes really listened, breakfast buffet good value great coffee starbucks omelet chef did not slightest clue doing, got scramble omelet spinach leaves thing cooked nothing, booked cars eat free package included parking 25 gas card deal worth, overall good experience, ",positive "nice comfortable rooms comfortable, bed awesome attractively made-up super comfy, agree halls/elevator set-up little tricky asides small pleasant stay, ate meal main restaurant quite good, took little food customers opened lunch probably turn stoves stuff, ",positive "fine choice seatac lobby attractive bit small noisy, room newly redecorated/remodeled, not big comfortable king bed lovely duvet pillows, bathroom luxury level granite countertops attractive large framed mirror, free lobby printing boarding passes, hilton block away easily walk restaurant, large steak house type place choices, noted parking ripoff, dropped rental car early avoid overnight charge, ",positive "great hotel july 2006 stayed courtyard night princess cruise alaska pleased hotel, arrived sea-tac airport called free hotel shuttle arrived 15 minutes later told 20 minutes early, driver friendly, 10 minute trip airport courtyard, check-in fast, problem thought free shuttle cruise ship far, desk staff did arrange town car service pick morning, guaranteed non-smoking room got, no smell smoke, room large 2 queen beds quilts overstuffed chair desk chair vanity mirror bureau t.v, clean, bathroom 2-part toilet tub/shower large room sink mirror separate area outside, convenient, dinner charley restaurant hotel good reasonably priced western burger fries patty melt fries 8.95, breakfast buffet good bread bagels omelet bar fruit hot cold cereal yogurt, pleased hotel especially cleanliness definitely stay, ",positive "good airport hotel hilton seattle airport good airport hotel.if book on-line advance purchase cheaper comparable product airport marriott.the room comfortable food great shuttle convenient, prefer hotel seattle airport marriott.internet costs 10 night standard good hotel.others extras stay cheap motel like red roof, ",positive "questionable quality property wonderful ways request maintenance clean filthy a/c heat vent service required fee parking 18/ 24 pet fee 50 internet access 5/day, interior courtyard pleasant cold winter day pet litter left unattended, 50 pet fee not clean, room wallpaper peeling wall bathroom, not hilton quality used, ",negative "luxurious pricey stay hilton purchased rooms hilton price option priceline good deal, hotel staff second none beds comfortable slept, room looked mount rainier just spectacular, location perfect commuting airport despite airport just street heard air traffic, biggest negative little tack-ons hilton charged internet parking printing, outside bed extra frustrating considering lower level establishments like quality inn hampton inn provide no extra charge, realize paid hundreds priceline happy got price charges applied travelers paid price rate paid price, overall hotel taste luxury extras taste, ",negative "cozy, maybe hotel bothered paid price stayed long last-night-of-vacation priceline bargain perfect, room extremely comfortable large bathroom comically cushy bed, walls soundproof did n't hear hallway neighbor noise great view courtyard, like little luxury world lots nice extras like high thread-count sheets great toiletries soft towels, handicapped room not wheelchair think easy time navigating room bathroom/walk-in shower, downside place gouge parking meals internet bottled water charge, honestly install oxygen meter charge breathing bet, got sense humor paying things fun challenge tourist traps just brief stay great time nice hotel, ",positive "great airport hotel prepaid rate hilton.com 84 night, excellent rate 2 people 2 beds.free shuttle rental car drop location.decent wireless internet access.all staff extremely helpful desk housekeeping shuttle driver bell person.front desk let use printer print business docs free 9pm.prompt free shuttle early flight.quiet odor free room, feather products housekeeping staff prompt bringing replacements feathers bed.good room coffee, ",positive ================================================ FILE: tests/data/wine_reviews_binary_sample.csv ================================================ country,description,price,province,region_1,region_2,label US,"Much like the regular bottling from 2012, this comes across as rather rough and tannic, with rustic, earthy, herbal characteristics. Nonetheless, if you think of it as a pleasantly unfussy country wine, it's a good companion to a hearty winter stew.",65.0,Oregon,Willamette Valley,Willamette Valley,False US,"Soft, supple plum envelopes an oaky structure in this Cabernet, supported by 15% Merlot. Coffee and chocolate complete the picture, finishing strong at the end, resulting in a value-priced wine of attractive flavor and immediate accessibility.",19.0,California,Napa Valley,Napa,False US,"This wine from the Geneseo district offers aromas of sour plums and just enough cigar box to tempt the nose. The flavors are a bit flat at first, then the acidity and tension of sour cherries emerges in the midpalate, bolstered by some black licorice.",22.0,California,Paso Robles,Central Coast,False US,"Oak and earth intermingle around robust aromas of wet forest floor in this vineyard-designated Pinot that hails from a high-elevation site. Small in production, it offers intense, full-bodied raspberry and blackberry steeped in smoky spice and smooth texture.",69.0,California,Sonoma Coast,Sonoma,False US,"As with many of the Erath 2010 vineyard designates, this is strongly herbal. The notes of leaf and herb create somewhat unripe flavor impressions, with a touch of bitterness on the finish. The fruit just passes the ripeness of sweet tomatoes.",50.0,Oregon,McMinnville,Willamette Valley,False US,"Syrupy and dense, this wine is jammy in plum and vanilla, with indeterminate structure and plenty of oak. Ripe and full-bodied, it has accents of graphite and leather.",100.0,California,Napa Valley,Napa,False US,"The aromas are brooding, with notes of barrel spice and cherry. The flavors are tart and elegant in style, with lightly gritty tannins backing them up. Best suited to the dinner table.",25.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"There are intriguing touches to the nose of this bottling, with jasmine, sea salt, wet hay, quinine and rainy sidewalk. The structure on the sip is quite delicate, with golden apple and honey flavors.",26.0,California,Santa Ynez Valley,Central Coast,False US,"A blend of Merlot and Cabernet Franc, this wine brings disjointed lightly volatile aromas of wood spice, vanilla and cherry. The plump cherry flavors are rounded out by woody barrel notes.",46.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Big oak defines this robustly dense and extracted red, swimming in vanilla and cherry flavor. Full-bodied and gravelly in texture, it's a rustically pleasant wine for pizza nights and crowds.",40.0,California,Alexander Valley,Sonoma,False US,"Juicy plum, raspberry and pencil lead lead the way in this vineyard designate, a site that's 2,000 feet high. Tobacco and cedar meet a full-bodied hit of oak and puckering tannin, the wine still youthfully wrapped in its full-bodied boldness.",75.0,California,Howell Mountain,Napa,False US,This is the producer's first release of this wine. Fruity aromas of plum and tart cranberry add to its overall sense of lightness and understatement.,55.0,California,Calistoga,Napa,False US,"This is made from equal parts Cabernet Franc and Merlot, with small additions of Malbec. Juicy, it reveals a raisiny quality of ripeness around integrated oak and generous tannin.",75.0,California,Napa Valley,Napa,False US,"Some rosés are made simply by bleeding the juice from the fermenter, to concentrate the remaining wine. Whether or not that is the case here, the wine has the simple pleasant lightly candied strawberry flavors one might expect from such a technique. It's fruity and undemanding. Drink up.",25.0,Oregon,Eola-Amity Hills,Willamette Valley,False US,"A healthy addition of 13% Petite Sirah provides added weight and intensity to this wine, a soft, supple and richly conceived combination of smoky black fruit and mocha.",24.0,California,Napa Valley,Napa,False US,"Softened tannins surround a light-bodied, lean and herbal approach to this vineyard-designate, dotted in black pepper, leather and baked cherry.",55.0,California,Knights Valley,Sonoma,False US,"This blend of Sangiovese, Malbec, Cabernet Sauvignon, Petite Sirah and other varieties plays well to type. It shows a wealth of ripe, dusty black fruit that's richly round and soft on the palate, approachable and lightly oaked.",23.0,California,Sonoma County,Sonoma,False US,"All red Bordeaux varieties are represented in this blend, except for Petit Verdot. Together, they offer a simple tannic structure that strengthens a chewiness of leather, tobacco and a touch of cedar. Full bodied, it's a ripe, bold and brawny wine.",55.0,California,Napa Valley,Napa,False US,"Barrel notes are prominent, with aromas of Creamsicle and baking spice. The palate is broad and dry with stone-fruit and barrel flavors. It provides intrigue but the wood seems to get in the way at times.",22.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This blends 20% each of all five red-Bordeaux varieties, showing grapy, plummy flavor that's juicy and soft on the palate. With a core of tobacco, tar and graphite, it complements the fruity with the savory, ending simply and elegantly.",75.0,California,Napa Valley,Napa,False US,"Lots of spearmint, coyote mint, hot licorice, ginger snaps and Dr Pepper spice up the strawberry fruit of this wine that provides a very herbal take on the grape. Oregano, marjoram, thyme and dill all make a showing on the sip, against a backbone of sweet cherry and blackberry fruit, finishing on cedar.",26.0,California,Santa Clara Valley,Central Coast,False US,"This 100% varietal wine opens in a heady aroma of leather pouch, clove and marshmallow. Both herbaceous and tannic, it begs for more time in the bottle or substantial swirling in the glass.",85.0,California,Yountville,Napa,False US,"Tar, dried meat, olallieberry and sharp cedar aromas show on this blend of 51% Cabernet Sauvignon and 49% Merlot. Dried strawberries and plums mix with thyme and dried rose petals on the palate.",18.0,California,Paso Robles,Central Coast,False US,"The distinctive nose on this bottling is tight yet tropical, with mango, pineapple, pear skins, orange rinds, dried lime peels and a gin-like juniper all converging. The palate offers a balance between tightly woven texture and ripe tropicality, with lime rinds, mango and petrol touches.",25.0,California,Santa Ynez Valley,Central Coast,False US,"Thick and brooding, this dark, sweetly tannic wine also offers higher-toned elements of cedar, dried herb and graphite. It finds its balance amid a full-bodied density of fruit concentration and girth of structure. Drink now through 2023.",85.0,California,Spring Mountain District,Napa,True US,"Cooked cranberry is spiced with anise, peppercorn and roasted beef slices on this bottling from a vineyard planted by three brothers who are longtime Salinas Valley farmers. The palate shows dark cranberry and raspberry, spiced up by chopped sage, thyme and bay leaf.",64.0,California,Santa Lucia Highlands,Central Coast,True US,"There's a touch of hot asphalt, pencil lead and miso on the nose of this first vintage from a promising, well-funded project, with dark elderberry fruit and dried dill rounding out the aromas. The palate blends a gamy beef quality with oregano, marjoram, cooked strawberry, baked blackberry and a sesame-oil character.",68.0,California,Santa Ynez Valley,Central Coast,True US,"Black cherry, black plum and black currant are integrated well into the fresh dill and smoke scents on the nose of this wine from one of the region's newest properties. It discloses a rich dark-chocolate sauce character on the palate as well as black-currant-jelly flavors, but most impressive is the lush, sexy and soft mouthfeel.",68.0,California,Santa Ynez Valley,Central Coast,True US,"Smashed blackberry and blueberry fruit are enhanced by burned caramel, heavy slate and touches of soy and smoke on the nose. There's great depth in both body and flavors once sipped, with a layer of fine-grained tannins revealing teriyaki, black plum, boysenberry and touches of lavender.",35.0,California,Monterey,Central Coast,True US,"This wine shows off Yountville fruit at its finest, starting with a floral component to the nose. Spicy, bright and lifted, it coats the palate in ripe berry and cherry, ending with a snap of vanilla.",25.0,California,Napa Valley,Napa,True US,"From a promising new project, the nose of this wine is linear and focused, with black raspberry, black licorice, cola, wet sagebrush and rain-on-slate scents. The tactile acidity once sipped creates a fascinating soft buzz on the tongue, with flavors of dried mint, brisk raspberry and cherry tomato. Camphor and eucalyptus add intrigue on the finish.",55.0,California,Carmel Valley,Central Coast,True US,"Dark and thick in the glass, this wine shows strong but not bitter tar notes on the nose plus charred beef in a blueberry glaze, wet campfire, bourbon barrel and vanilla. The structure is massive now, gooey with thick tannins and flavors of espresso bean and condensed purple flowers. Judicious acidity ensures strong cellaring potential. Drink 2018–2027.",46.0,California,Paso Robles,Central Coast,True US,"A hearty blend of 76% Zinfandel and 24% Petite Sirah, this bottling packs a wallop of cinnamon-stick on the nose as well as strawberry puree, licorice and black pepper. Clove, allspice, and nutmeg arise immediately on the sip, backed by baked plum and bay leaf notes.",35.0,California,Paso Robles,Central Coast,True US,"More complex than the winery's appellation blend, yet also requiring time to reach full potential, this shows delicate lemon slices, honeysuckle, surf wax, pink grapefruit and a touch of coconut on the nose. The palate is grippy in texture and sizzling with mouthwatering acidity, offering lemon rind, grapefruit spritz and petrol flavors. Expect inviting nut and honey-dust flavors to emerge. Drink 2018–2034.",28.0,California,Edna Valley,Central Coast,True US,"A fairly elegant expression of the variety, this wine is bright in cherry kirsch and pretty aromas of rose petal and lavender, structured to age and enjoy with food. Rector Creek Vineyard is just north of Yountville and planted in rocky alluvial soils. Drink now through 2022.",95.0,California,Napa Valley,Napa,True US,"This wine is put together from multiple vineyard sources, including the well-known Morelli Lane and Widdoes, all farmed by the Duttons. Larger in production than many of the vineyard-designates, it offers baked bread and juicy overtones of cranberry-raspberry layered atop luxuriously toasted oak. It'll show well at the table.",44.0,California,Russian River Valley,Sonoma,True US,"This is a soft, well-crafted wine from the eastern side of St. Helena that's both classic in its dried herb, tobacco and tea aromas and fruity with red currant and cranberry notes.",60.0,California,Napa Valley,Napa,True US,"This is a beatifully balanced, not-too-full-bodied wine from vines grown at 2,400 feet in the Sierra range. It has classic black cherry, black olive and anise aromas, harmonious fruit flavors accented with light oak spiciness and a firm, fine-grained tannic structure.",28.0,California,Nevada County,Sierra Foothills,True US,"This bottling belongs to a series of wines from the legendary Jerry Lohr emphasizing Rhône varieties. It shows candied blackberry, violets and potpourri on the fruity, flowery and inviting nose. The palate leads with savory black pepper, which accents its core of black plum, blackberry and purple flower flavors.",30.0,California,Paso Robles,Central Coast,True US,"Rich honeysuckle, marzipan and oak aromas meet bright lemongrass on the nose of this bottling, showing both the fresh and oxidative sides of the grape. Smoked chicken and brioche notes are prominent on the palate, leading to a tangy, botanical, juniper-laced finish.",25.0,California,Arroyo Seco,Central Coast,True US,"Juicy and austere in understated waves of cranberry and cherry fruit, this wine delivers subtle power and intensity in a leathery-textured package. True to its old vine heritage, it shows a dry dustiness of peppery spice.",32.0,California,Dry Creek Valley,Sonoma,True US,"This blend of 60% Petite Sirah, 21% Syrah, 7% Grenache, 6% Petit Verdot, 5% Tannat and 1% Viognier is tightly wound but likely to improve with time. Opened now, it offers elderberry, black currant, pencil lead and loam on the nose, with lava rock, crème de cassis and kirsch flavors slowing emerging on the palate.",48.0,California,Paso Robles,Central Coast,True US,"This is a big, brawny expression of Grenache, Mourvèdre, Syrah and Counoise, the Grenache playing the dominant role in the blend. It coats the palate in dense raspberry and blueberry fruit, seasoned with pepper and nutmeg. A leathery touch to the texture and lifted acidity keeps it from feeling heavy or overdone.",36.0,California,Dry Creek Valley,Sonoma,True US,"There is an odd, piercing edge to the aromas, a mix of acetic acid and pungent herb, with a hint of diesel. Somehow it's not off-putting, just atypical. The light, tart fruit is a mix of rhubarb and cranberry, very earthy and tasting of dirt and bark in the finish. This could be quite pleasant with a hearty, rustic dish such as beef Bourgogne.",28.0,Oregon,Willamette Valley,Willamette Valley,False US,"This seems as if it was assembled from lesser barrels. It's pleasant, very light, simple and tart; the dominant flavor is cranberry juice.",45.0,Oregon,Willamette Valley,Willamette Valley,False US,"Spicy and tannic, this inexpensive Pinot from Cherry Hill opens with earthy fruit and leaf flavors—tomato and herb dominate, with just a suggestion of berry. There isn't much in the way of ripeness here, to either fruit or tannins.",22.0,Oregon,Willamette Valley,Willamette Valley,False US,"Young, tart and wrapped up tight as a drum, this offers sharp flavors of cranberry and a bit of Campari. It has the heft and polish to open up further with some additional bottle age, but it isn't budging at the moment.",40.0,Oregon,Willamette Valley,Willamette Valley,False US,"Beaver Creek makes a variation of Fairytale every vintage and this one, sourced from Napa Valley, is 41% Merlot, 36% Zinfandel and 23% Syrah, a mix that seems to work very nicely here. The wine's Zin almost tastes as if it has mountain tannins; the wine is overall herbal and earthy, ripe and sturdy with balanced fruit.",39.0,California,Napa Valley,Napa,False US,"Bella Vida replaces the Abbey Ridge bottling and does so with pizzazz. The best of the 2011 releases, this is a beautiful expression of grapes grown on red clay soils, with refined, deeply penetrating flavors of ripe raspberries. Smooth, supple and long, with uncommon purity, it finishes with a kiss of chocolate from 18 months in one-quarter new oak barrels.",52.0,Oregon,Dundee Hills,Willamette Valley,True US,"A good, clean, tart and lightly spicy all-stainless style. Cool climate fruit puts the accent on lime and lemon flavors, keeps the alcohol low (13.3%), and makes this a fine match to shellfish, white fish and light pasta dishes.",14.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Plummy and hinting at black cherry, this wine is otherwise soft and simple, with a distracting, full-throttled descent into raisin cake and prune.",48.0,California,Dry Creek Valley,Sonoma,False US,"Citrus-kissed saltiness lies at the core of this incredibly delicious, deliriously crafted wine, from the great grape grower in the heart of the Russian River Valley. Beautifully crisp, it lingers in stony minerality and a freshness of apricot, memorable from first sip to last.",68.0,California,Russian River Valley,Sonoma,True US,"A waft of smoky char and toasty oak provide a rich foundation and compelling entry into this one-acre vineyard-designate from the historic grower, before unleashing, slowly, a torrent of melon and fresh-cut apple with a length of intriguing nutmeg and cardamom. Medium-bodied and lush, it will remain on your palate memory a long time.",68.0,California,Russian River Valley,Sonoma,True US,"As impressive as the woman—a pioneer in the Napa Valley—was herself, this 100% varietal wine from the estate property high atop Diamond Mountain is powerfully elegant, intense yet refined. It begins with a high-toned, graceful entry that's rich in blueberry and chocolate, the oak smooth and integrated, with a suggestion of hand-rolled tobacco. Drink now through 2022.",200.0,California,Diamond Mountain District,Napa,True US,"For 2014, the Weber is the star of a very fine Winderlea lineup. Dark and deeply concentrated, it's jammed with black cherry fruit, annotated with anise and showing a hint of gunmetal. The tannins are ripe and taste of clean earth. This is a fine candidate for aging. Drink now through 2030.",48.0,Oregon,Dundee Hills,Willamette Valley,True US,"Delicate and complex, a cool climate wine with a mixture of ripe cherry flavors and leaner ones of tobacco, tomato skin, and cranberry. Bone dry with excellent acidity, this somewhat tart wine is well made, and may be an ager.",25.0,California,Edna Valley,Central Coast,False US,"Fresh and delicate with floral and citrus overtones, this wine has an elegant character. Its dry, spicy flavors are subtle and refreshing, giving the wine food pairing flexibility. Ideally, though, think of spicy cuisine like Indian, Thai or Indonesian.",20.0,New York,Finger Lakes,Finger Lakes,False US,"All varietal, this wine is a blend of fruit from top sites Ciel du Cheval, Conner Lee, Obelisco and Stonetree. The aromas are quite reserved, with notes of barrel spice that are followed by full-bodied fruit flavors with a spicy finish. It drinks well but the variety seems lost.",30.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"The light aromas suggest notes of star fruit and citrus. The palate is flavorful, with racy acids keeping the fruit in focus.",20.0,Washington,Walla Walla Valley (WA),Columbia Valley,False US,"This wine is dry and rather full bodied, starting with fruity aromas like banana and coconut then seguing to more nutty, oaky, complex flavors and a rich texture. It's a serious dinner wine with heft and substance.",30.0,California,California,California Other,False US,"Aromas of coffee, barrel spice and dark-blue fruit lead to rich, full-bodied blackberry and spice flavors. It's not for the faint of heart but delivers a lot of enjoyment.",42.0,Washington,Wahluke Slope,Columbia Valley,False US,"Yellow pear, fresh-squeezed lime, light mint and wet-cement aromas show on the brisk nose of this bottling by veteran Adam Tolmach. A grippy texture and lively acidity frame the palate, where green apple and lime flavors show. It's clean, pure and easy.",30.0,California,Santa Ynez Valley,Central Coast,False US,"This Tempranillo-based pinkie is quite inviting and tightly textured, with aromas of orange shave ice, strawberry cream, watermelon and cement. It is extremely zesty and lively once sipped, offering easy-to-drink raspberry and melon notes. It's great for all sorts of food, from spicy to rich.",24.0,California,Templeton Gap District,Central Coast,False US,"The aromas of whole lime, flowers, jasmine and watermelon Jolly Rancher pop. It drinks off dry, with floral flavors that carry through the finish.",16.0,Washington,Snipes Mountain,Columbia Valley,False US,"Smoky aromas and a bold apricot flavor give this dry and seemingly light-bodied wine a distinct personality. Fermented in small concrete egg-shaped vats, it's far from simple and fruity, and instead offers great acidity and a tangy, tempting, appetizing personality.",27.0,California,Santa Barbara County,Central Coast,False US,"Blended from all five Bordeaux varieties, with Cabernet Sauvignon and Merlot almost equal in proportion, this is a lovely, well-crafted wine, softly concentrated with highlights of licorice, lavender, violets and black pepper. From three ranches farmed by the family, it's both seamless and structured.",54.0,California,Alexander Valley,Sonoma,False US,"Berry crumble and licorice star in this full-bodied, hearty and smooth wine, blended with 4% Petite Sirah. Spicy oak and milk chocolate unleash further flavor and spice on the finish.",32.0,California,Sonoma Valley,Sonoma,False US,"Proving that exceptional wines can be (and were) made in this cool, light vintage, this estate-grown selection is both elegant and complex. Flavors of mixed wild berries, a streak of tea, a whiff of peach and compelling balance carry it through an extended finish.",50.0,Oregon,Ribbon Ridge,Willamette Valley,True US,"A marvelous Pinot Blanc, this combines aromatic hints of almond with mixed citrus fruit and rind, zippy acidity and a great wash of minerality. It cleanses and tickles the palate, lingering sensuously through a finish of surprising depth.",29.0,Oregon,Dundee Hills,Willamette Valley,True US,"Dense, dark and spicy, this opens with a thicket of briar and bramble—one almost wants to say thistle—wrapped around taut, compact black fruits. There is a hint of gun metal running through the palate, and as the wine warms and slowly opens, it reveals a lingering finish with a little pat of butter left on the tongue. This should be in fine shape for at least another decade.",65.0,Oregon,Willamette Valley,Willamette Valley,True US,"This Stella Mae is 50% Cabernet Sauvignon, 30% Merlot and 20% Cabernet Franc. It remains a rather lean wine in the Sparkman portfolio, despite having alcohol at 14.6%. Here are lightly earthy flavors of strawberry and herb, with a hint of green in the tannins.",45.0,Washington,Red Mountain,Columbia Valley,False US,"This El Dorado wine opens with aromas of sweet floral jasmine and is very pretty through and through. Its acidity sings perfectly through the middle of the wine, lifting the flavors of apple and dried apricot as well as the notes of lemon and lime on the finish. This should pair with a range of midweek dinners.",18.0,California,El Dorado,Sierra Foothills,False US,"This wine has the variety's trademark notes of herb, green bell pepper, with a woodsy qulaity. This is a full-bodied effort, bearing a long, spicy finish.",30.0,California,Suisun Valley,North Coast,False US,A Verdelho with a taste of nuts—like Marcona almonds—it gets more fruity and aromatic after a good swirl. This is marked by a tangy sweetness on the finish.,15.0,California,Lodi,Central Valley,False US,"Medium bodied, this sharply defined wine brings in plenty of notes of herb, root and earth around its light berry fruit. It captures the defining flavors of Wahluke Slope Syrah in a somewhat muted style, reflecting the abbreviated growing season.",28.0,Washington,Wahluke Slope,Columbia Valley,False US,"This would be a straightforward Bordeaux red blend if not for the 5% Petite Sirah within. Together, it's 74% Cabernet Sauvignon, 12% Merlot, 7% Cabernet Franc and 2% Malbec as well, sourced from Howell Mountain and valley floor sites. Dusty and herbal, the wine is thick and sizably tannic, with dense black fruit, leather and coffee.",65.0,California,Napa Valley,Napa,True US,"Flint and smoke aromas show strongly on this bottling, alongside hints of lemon balm and a rustic apple cider vinegar savory kick. Tangy smoked tangerine flavors show on the energized sip, where a unique sandalwood smoky quality plays with more cider-like tang.",48.0,California,Monterey County,Central Coast,True US,"Big tannins support the layers of extracted, concentrated fruit that leans red into cherry, cassis and currant. Char and vanilla speak for the oak.",90.0,California,Chiles Valley,Napa,True US,"Delicate in cranberry and strawberry, this wine is highlighted in uplifted acidity and plenty of length and breadth within its medium-bodied structure. A pleasing streak of cardamom is consistent throughout, as accents of forest floor and cola figure in.",75.0,California,Sonoma Coast,Sonoma,True US,"This is a relatively thick and dense wine, grippy in tannin and oak at first, youthful and desiring of time and air. Beyond its strength, its shows the beginnings of delicacy and grace, commingling raspberry with clove and tea.",55.0,California,Russian River Valley,Sonoma,True US,"This is a soft, smooth and earthy wine, still unraveling from its youth, that's crisp and fresh in acidity. Chewy still in texture, it offers a glorious celebration of red cherry, rhubarb, tea and clove.",55.0,California,Russian River Valley,Sonoma,True US,"Deliciously fruity but also well-structured, this full-bodied wine has excellent concentration and good balance. Effusive aromas of blueberry and black cherry lead to opulent but not overripe berry flavors that are lightly accented by clove and cinnamon nuances.",36.0,California,Calaveras County,Sierra Foothills,True US,"Bob Lindquist is almost certainly the only vintner in America that is drying Marsanne on straw mats to make a dessert wine. The result is aromas of Asian pear, white peach, baked apple and baking spice, more fresh rather than sweet. It is viscous on the sip, and the sweetness steadily grows on the palate, offering cotton candy flavors. Fascinating stuff.",35.0,California,Edna Valley,Central Coast,True US,"This is a delicate yet flavorful take on this grape, from a biodynamic, cool-climate vineyard. Light red plum and hibiscus aromas meet with sweet herbs and cinnamon spice on the nose. The lithe palate offers candied strawberry with thyme, anise and touches of garden herbs, with that red fruit flavor carrying deep into the finish. Would pair great with spicy food.",35.0,California,Edna Valley,Central Coast,True US,"The Sims is amped up in 2014, dark and thick and showing a roasted character. Mocha, black tea and Kahlua flavors push the palate into a gritty charred mode. It's delicious, liquorous, and suitable for smoky ribs or a juicy burger. Drink now through 2020.",55.0,Oregon,Willamette Valley,Willamette Valley,True US,"There's a whiff of volatility upon opening, then a rush of bright, tangy orange and cherry fruit. The 20% new oak aging does not really come through in scent or flavor. Though not in any way effervescent, this young release carries an impression of carbonation in the finish. Give it another year or two of bottle age and drink after 2019.",65.0,Oregon,Chehalem Mountains,Willamette Valley,True US,"Wood spice, cherry and herb aromas are followed by luscious cherry flavors. It keeps you coming back for more with a high yum factor.",35.0,Washington,Horse Heaven Hills,Columbia Valley,True US,"There's an expert balance between lightly melted butter, pithy Meyer lemon and toasted marcona almond on the nose of this bottling from the region's iconic vineyard. The palate is wound up tightly, offering good grip and lots of textural length while showing flavors of chamomile, saffron, sea salt and more Meyer lemon rinds.",49.0,California,Arroyo Grande Valley,Central Coast,True US,"Just 8% of this reserve spent time in new oak, putting the emphasis on juicy jammy flavors of cranberry fruit. It rolls into sour cherry, some citrus and a most refreshing, clean and vivid mouthfeel. Drink now and into the mid-2020s.",55.0,Oregon,Dundee Hills,Willamette Valley,True US,"From the sought-after site on Westside Road, this wine delivers a nuanced, elegant expression of juicy red cherry, plum, pomegranate and light, compelling spice. With a depth of body and soft, integrated tannin, it's complex without being overpowering, finishing in a mix of sautéed mushroom and forest floor.",45.0,California,Russian River Valley,Sonoma,True US,"One of a crop of new Oregon sparklers, this was barrel fermented with native yeast and aged for 56 months prior to disgorging. Fine tiny bubbles and a fresh, yeasty aroma introduce the wine, which has excellent concentration. Green apple and green banana, a touch of cucumber and a nice toasty frame all combine gracefully. The odds are that this will continue to improve in bottle for another five years at least.",50.0,Oregon,Oregon,Oregon Other,True US,"Scott Shull (Raptor Ridge) consults here. This brings a blend of clones from the estate vineyard, with ample new wood still showing through. Black fruits and a vein of coffee are also in the mix, with a balanced, somewhat muscular mouthfeel. This has the strength to stand up to a lightly blackened grilled seafood filet.",50.0,Oregon,Willamette Valley,Willamette Valley,True US,"Slightly liquorous when first opened, this pushes the alcohol up towards a place where some of the nuances are lost. But it has plenty of flavor, power and punch. Black coffee, black cherry, black olive and black licorice are entwined here, with some heat in the follow-through. Give it a good decanting and it will start to smooth out.",50.0,Oregon,Willamette Valley,Willamette Valley,True US,"Black plum, charred wood, coffee syrup and cracked black pepper show on the excellently bright nose of this bottling. The flavors are equally intriguing, with umami touches of charred beef along with rosemary, bay leaf, olie and more black pepper.",38.0,California,Paso Robles,Central Coast,True US,"This is sourced from 30-year-old Wädenswil vines from a vineyard in the Elkton AVA. It's complex and compelling, showing layers of stone, strawberry, citrus, chocolate and sassafras. It's an elegant wine, well proportioned and modest in scope, but delicious.",45.0,Oregon,Umpqua Valley,Southern Oregon,True US,"Bright pomegranate and dried strawberry notes start the aromas on this bottling and then descend into more brooding cola, smoked herbs, cinnamon and spicy hibiscus. There is herbal and mineral depth to the palate, with raspberry, cranberry and pencil lead flavors that evolve toward fruit punch, thyme and earth. It's light in body but full of grippy texture.",42.0,California,Edna Valley,Central Coast,True US,"A touch of earthy funk shows at first on the nose of this bottling, laced throughout the dark cranberry, pomegranate, crushed grapeseeds and a lavish layer of violets. The palate is heavily spiced with clove, gingerbread, a touch of juniper, lots of earthy sagebrush and a strong cranberry fruit, all seasoned by an iron-powered minerality.",60.0,California,Santa Maria Valley,Central Coast,True US,"From one of the more exciting and westernmost vineyards in the region, this bottling shows earthy, gamey aromas alongside ripe red and purple fruits, pairing plum and black cherry with minty, musky herbs. The palate shows dried olive, tart orange peels, red plums, baked figs and pine needles, proving deliciously savory and intense.",42.0,California,Santa Maria Valley,Central Coast,True US,"Strong elements of black pepper and smoky oak beg for steak to be paired with this 100% varietal wine. It showcases sizable weight and a solid tannic structure, with supple expressions of black cherry and chocolate that linger long on the rich finish. This bold beauty should hold well through 2023.",75.0,California,Napa Valley,Napa,True US,"From Paso's blending vanguards, this mix of 62% Syrah, 19% Petite Sirah, 13% Cabernet Sauvignon and 6% Malbec offers an intriguing nose of sesame, soy, cracked pepper, fresh blackberry and raw beef. There is cedar and toasted pine on the palate as well as smoked meats, black pepper, teriyaki and an elderberry-blackberry base.",54.0,California,Templeton Gap District,Central Coast,True US,"This is a gorgeous wine, blended with 8% Merlot, 1% Petit Verdot and 1% Malbec, and aged entirely in new French oak. Juicy waves of cassis and red currant are accented by dark chocolate, ultimately showcasing a lush, plush yet structured palate. It's decadent now, but should age well through 2022.",85.0,California,Napa Valley,Napa,True US,"Crisp green apple is the star in this well-made, balanced and elegant wine, that's tangy yet smooth, with a voluptuous tease of anise. Approachably structured, the complexity of the texture and lurking layers of further flavor suggest letting this wine open slowly to unveil its true self, and allowing it to linger on the palate.",50.0,California,Sonoma Coast,Sonoma,True US,"Deep aromas of dried strawberries and blueberries meet with hot bricks, dried meats, purple flowers, a touch of smoke and secondary notes of truffle on the nose of this delicious smelling and tasting wine. The layers of flavor on the palate range from black cherry to milk chocolate, framed by chalky tannins.",150.0,California,Ballard Canyon,Central Coast,True US,"This is the producer's highest and most westerly vineyard site. It holds back from the start, still tightly wound and somewhat reduced on the nose. As it opens, ethereal layers of wild strawberry, green tea and lacings of herb and white pepper unveil to tremendous effect.",85.0,California,Green Valley,Sonoma,True US,"The estate-grown grapes for this wine come from some of the appellation's highest-elevation sites, at the base of Mount Veeder. Natural acidity is the star of the show, a nice surprise after a decadent honeyed color and bouquet. Serious texture and complexity give way to a touch of salted caramel and peach.",35.0,California,Carneros,Napa-Sonoma,True US,"From the gorgeous, mighty Pagani, planted in 1895, comes this powerfully rich and refined wine, a study in woodsy rusticity and layers of fig, blackberry and a stick of cinnamon. Full bodied and luxurious on the palate, a lithe jolt of acidity rears its head just before the finish, trying to compete with the licorice and leather. Drink now through 2020.",46.0,California,Sonoma Valley,Sonoma,True US,"Winemaker Dennis Martin puts grape grower Stephen Miller's signature on this wine, a nod to the importance of this historic vineyard. The wine shows bright strawberry and raspberry with touch of savory wood smoke as well as hibiscus-laced pastry and a pinch of thyme. Earthy sagebrush and wild herb flavors frame the palate, where cooked cherries and cranberries are spiced by cardamom and dried ginger spice.",40.0,California,Santa Maria Valley,Central Coast,True US,"It's fun to rattle off a few of the numerous aromas and flavors in this exotic but subtle wine: tangerine, pastry cream, blanched almonds and a touch of honey. The wine is refreshing, dry and nicely braced with acidity, but at the same time rather broad and soothing in texture. In other words, beautifully balanced and wonderfully complex.",25.0,California,Sierra Foothills,Sierra Foothills,True US,"This mostly Syrah blends in 6% Grenache, combining the two grapes from the property's estate into an opaque, juicy expression of black licorice, tar, cigar, grilled mushrooms atop a meaty steak and plenty of black pepper. Big and bold in every sense of the word, it retains just enough acidity to maintain an inviting nature and beguiling floral backbone.",48.0,California,Russian River Valley,Sonoma,True US,"As the name makes clear, this wine is made from a head-pruned, older block of very unlikely Syrah at the estate property, as seductive as rare. Plum, black cherry, leather and black pepper jump from the glass, slowly and with purpose, around a core of burly tannin and intensely floral aromatics. This is a great wine.",45.0,California,Russian River Valley,Sonoma,True US,"In the big, ripe and saturated school of winemaking, this wine has a deep color, oodles of black cherry and blackberry flavors and full body. It also has enough firm tannin and acidity to keep the structure lively and the finish fresh, so it's a lot of fun to drink and can take on all kinds of rich proteins at dinner.",50.0,California,Sonoma Coast,Sonoma,True US,"Plump black plums and concentrated hibiscus fruit meet with cola, sarsaparilla and tart dried orange rind on the nose of this bottling. The palate is more earth-driven, with crushed rocks, pine needle and mint flavors spicing up the tart plum skins and berries. The texture is excitingly grippy.",48.0,California,Sta. Rita Hills,Central Coast,True US,"Spicy cracked peppercorns, light tar, fresh picked lavender and light purple fruits show on the savory nose of this bottling. More strong pepper notes show on the palate, as do tart elderberries, sesame, soy and hoisin elements, with a nice smoked meat character adding to the delicious complexity.",62.0,California,Paso Robles,Central Coast,True US,"There's magic in this 65% Petit Verdot and 35% Sangiovese combination. This shows concentrated cherry and kirsch aromas, touches of shiitake and porcini mushrooms and plenty of turned, wet earth aromas. The palate, framed by chalky tannins, offers more mushrooms and truffles in a black cherry-chocolate gravy, proving quite luxurious and interesting at once.",100.0,California,Central Coast,Central Coast,True US,"Softened by 6% Merlot, this lovely concoction opens with a waft of smoky cigar box, becoming a bold, loud expression of the variety dotted in classic notes of cassis and cedar. A luxuriously velvety texture is the standout, though, supported by great structure and length.",53.0,California,Napa Valley,Napa,True US,"This is a lovely wine, classically rendered in cedar, herb and red cherry. The dried herb and forest floor elements persist on the palate, with bursts of acidity giving it life and lingering persistence, the tannins well-integrated.",70.0,California,Howell Mountain,Napa,True US,"The aromas are bright, with notes of barrel spice, vanilla, pineapple and lees. The palate is full bodied, with textured and richly flavored tropical fruit notes that lead to a warm vanilla-filled finish. The oak seems a bit heavy handed.",38.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Aromas of sea salt, olive brine, smoked meat, herb and earth lead to medium-bodied fruit flavors that run warm on the finish. There are plenty of good things going on but they don't seem to entirely come together.",50.0,Washington,Yakima Valley,Columbia Valley,False US,"This one-of-a-kind in the state wine was fermented on skins for 12 days, giving it a light-orange color. The aromas leap up from the glass, with notes of spice, lychee, orange peel and mineral. The palate is dry and textured, with a rich but still sleek feel. Put it on the dinner table to see it shine.",26.0,Washington,Columbia Gorge (WA),Washington Other,False US,"This incredibly zesty and fruity bottling shows raspberry, lavender and white pepper on the nose. It's fun to sip, with snappy red fruits and hibiscus most prominent. Complexity comes from touches of rooibos tea and potpourri. It's still extremely youthful.",32.0,California,Santa Cruz Mountains,Central Coast,False US,"This is an expressive example of this variety, especially considering the stainless steel aging. The aromas are bright, with notes of apple, pear and melon. The cantaloupe flavors are broad and fleshy, lingering on the finish. It brings a lot of appeal.",25.0,Washington,Yakima Valley,Columbia Valley,False US,"Purple fruit and wood spice intermingle on the aromas, along with clove, herb and baking spice, showing a touch of volatility. The fruit flavors are big and bold, bringing a sense of structure and liveliness. It's an intriguing example of the variety from an up-and-coming vineyard.",41.0,Washington,Walla Walla Valley (WA),Columbia Valley,False US,"Light and lively aromas of dried red berries, concentrated roses, cola and black plums show on the nose of this very accessible and pleasurable Sangiovese. The cohesive palate integrates cherry, cola and milk-chocolate flavors into an easy-drinking frame, perfect for barbecues or family-style Italian meals.",36.0,California,Paso Robles,Central Coast,False US,"It's rare to find a varietally labeled Grenache that comes in under 13% alcohol, but here you have it. Blended with 10% Syrah, it has notes of white pepper, smoked meat, savory spices and red fruit. What it lacks in terms of depth it makes up for in purity and elegance.",25.0,Oregon,Rogue Valley,Southern Oregon,False US,"Named after the blending of Steelhead Run and Ox vineyard blocks, this appealing wine is fresh and varietal with notes of ripe peach and herbs. Aged six months in stainless steel and coming in at a low 12% alcohol, the fruit concentration is lighter in style but still offers enjoyment.",25.0,Oregon,Rogue Valley,Southern Oregon,False US,"Grüner Veltliner, though still rare, shows good promise in Oregon. This is a big, sappy, ripe version that's borderline syrupy, with big flavors of peaches and apricots. But the supporting acids, and a lick of mineral, keep it from crashing.",20.0,Oregon,Chehalem Mountains,Willamette Valley,False US,"Each year, this wine is intended to be an experiment. This vintage's creativity involves the addition of soil from the Santa Rita Hills to vineyards in the Russian River Valley. Yeasty on the nose, the result is rich and decadent, a wine that's juicy and velvety in black and red fruit and pillowy tannins. A warmth of spice lingers on the finish.",75.0,California,Russian River Valley,Sonoma,True US,"From a two-acre block within the amazing Maple Vineyard planted in 1910, this wine also contains 10% Petite Sirah and 10% mixed blacks. Baked berry pie comes to mind first, conjuring up all things good and right in the world, topped in bourbon whipped cream and nutmeg. Good acidity buoys the proceedings. Drink now through 2021.",48.0,California,Dry Creek Valley,Sonoma,True US,"Yields tend to be low in this dry-farmed vineyard, which especially struggles during a drought, but the quality is fantastic. Aromas of browned toast, popcorn, Meyer-lemon pith, honey pollen and a mineral herbal chamomile character show on the nose. A vibrant chalkiness reveals itself on the sip, with lemon blossom and grapefruit pith keeping the palate tight, grippy and texturally zippy.",37.0,California,Santa Maria Valley,Central Coast,True US,"Boosted by 5% Petit Verdot, this bottling shows lush aromas of fudge, black plum, black currant, soy and black pepper. The palate is dense and thick with more black fruit as well as caramel, purple flowers, milk chocolate and mint-chip ice cream, proving concentrated and decadent.",40.0,California,Paso Robles,Central Coast,True US,"Pommard and Wädenswil clones are combined here, yielding a stylish, well-defined wine with spicy berry fruit. Flavors punch through into a deep and detailed finish, with streaks of cola and caramel. The balance is spot-on.",50.0,Oregon,Willamette Valley,Willamette Valley,True US,"With a smidgen of Petit Verdot, this dark, tight and leathery wine is exalted in tobacco, graphite and tar, still youthfully awkward and shy. The flavors lean savory into meaty aspects of currant and clove, waiting to find companionship in fruit. Drink now after a decant, or cellar through 2023.",75.0,California,Napa Valley,Napa,True US,"This is one of the best balanced and most elegant Zins around. Very fresh in aroma, it's slightly yeasty like freshly fermented wine, and with subtly gorgeous cherry and blackberry flavors layered with light cedar and cocoa spiciness. Not only is the finish lingering, but the wine still tasted great two days after pulling the cork.",30.0,California,Mokelumne River,Central Valley,True US,"This cuvée is made with the oldest Pommard clones in the estate vineyard. It's a sharp-edged, reserve-level wine with a defining streak of peppery herb. The black fruits and barrel flavors of licorice, espresso and dark chocolate promise further depth as it ages. Drink 2020–2030.",70.0,Oregon,Dundee Hills,Willamette Valley,True US,"Syrupy thick at first, decadent enough for a king, this rich red is defined by vanilla French toast and blackberry jam aromas and flavors. It finds balance midway through on the palate, veering into crisper red tones of cranberry and rhubarb. Time will help mellow things out. Cellar through 2020.",80.0,California,Mount Veeder,Napa,True US,"Ripe black cherry and vanilla swirl around notes of cedar and dusty tannins, combining seamlessly on the palate. From an appellation not known for the variety, it does justice to mountain fruit and power, finishing with substance.",65.0,California,Rockpile,Sonoma,True US,"All varietal, this wine offers unique aromas of toast, fig, dried herb and exotic spice. The purple fruit flavors are deft in style with a pleasing sense of balance, length and texture.",30.0,Washington,Walla Walla Valley (WA),Columbia Valley,True US,"Dark berry, herb and fig aromas lead to dense, full and palate-coating dark fruit flavors. It checks all the boxes for varietal correctness, concentration and value.",13.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"From a knoll in Carneros, oft thought of as chilly for Cabernet, this wine exhibits cooler aspects of the variety, from pencil lead and cedar to dried herb. It is complemented by fruitier characteristics of cassis and plum, finishing in dusty, structured tannins. Cellar through 2017–2020.",38.0,California,Carneros,Napa-Sonoma,True US,"Otis Harlan Vineyard in the Rattlesnake Hills provides the fruit for this wine. Distinctive aromas of lees, almond, toast and grass lead to creamy stone-fruit flavors that show persistence on the finish.",32.0,Washington,Yakima Valley,Columbia Valley,True US,"Brooding aromas of barrel spice, black cherry, coffee bean and herb lead to tart, focused fruit and barrel flavors that linger.",35.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"All Syrah, this blend of Yakima Valley and Wahluke Slope fruit offers aromas and flavors of cocoa, vanilla, pepper and dark cherry. The pleasing interplay of fruit and barrel comes with a soft, pillowy feel.",42.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This wine is aromatically reserved with notes of milk chocolate, char, berry, barrel spices and high-toned herbs. It's silky and polished in feel, with richness and elegance to the coffee flavors.",30.0,Washington,Horse Heaven Hills,Columbia Valley,True US,"This wine pushes the notion of low alcohol, giving soft and subtle an extreme definition. As such, it will not please everyone. Earthy spice and an exotic notion of orange blossom dance around a light, clear body and high-toned minerality. It hails from a foggy, shaded vineyard in Freestone.",75.0,California,Sonoma Coast,Sonoma,True US,"Straw-yellow in the glass, this wine from organically grown, nearly 35-year-old vines shows iodine, citrus pith, yogurt and seared lemon peels in the restrained, minerally nose. The even-keeled, focused palate seamlessly integrates dairy elements with tangerine rinds and a mellow acidity.",29.0,California,Santa Cruz Mountains,Central Coast,True US,"This appealing wine displays aromas of cherry, plum, cocoa, pencil lead and Mounds Bar. It's reserved in style with tart cranberry and cherry flavors, showing a good sense of acid balance along with grainy tannins.",90.0,Washington,Red Mountain,Columbia Valley,True US,"From vineyards in the high-desert Cuyama Valley comes this blend of 40% Cabernet Sauvignon, 25% Tempranillo, 20% Grenache and 15% Petite Sirah. On the nose, it shows chopped fresh mint, rose blossoms, fennel, black cherries and teriyaki beef jerky. Black pepper and soy mark the palate, along with blackberry juice and a slate-driven minerality.",35.0,California,Santa Barbara County,Central Coast,True US,"This deep-colored, full-bodied red gets a little swagger in its step from enticing smoky oak aromas and powerful black-fruit flavors that also carry that spicy oak streak. This is brash enough for slow-cooked barbecue but sophisticated enough for osso buco. The texture is fine-grained from supportive tannin, and the finish lingers. Best now through 2018.",50.0,California,Livermore Valley,Central Coast,True US,"Aromas of dark chocolate, dried and fresh herbs, raspberries and black cherry predominate on this blend of Cabernet Sauvignon, Merlot, Cabernet Franc and Malbec. Creamy, rich and focused, it has a pleasing sense of texture and vanilla flavors that carry across the finish. It's truly a standout wine at this price.",20.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Only the second vintage of this vineyard-designate wine from an estate property, this bottling offers spicy cherry, black tea and dried herb, backed by oaky backbone and structure. Dark chocolate and leather play on the palate in subtle waves, hitting their strides on the finish. Cellar through 2020.",38.0,California,Dry Creek Valley,Sonoma,True US,"Floral and herbal from the get-go, this medium-bodied white from a great vineyard offers a lot to like. Stainless-steel fermentation gives it a lean underbelly, rounded out by sharp Meyer lemon and tangerine, buoyed by mouthwatering acidity. Green apple and an accent of honey peak on the finish.",23.0,California,Russian River Valley,Sonoma,True US,"Light in color and weight, this vineyard-designate conveys a wealth of rose petals, earth and bright, crisp red cherry. Compellingly layered and shy, it defines the term ethereal. The finish is medium in length and accented in spicy cardamom.",48.0,California,Russian River Valley,Sonoma,True US,"This wine combines fruit from both cool and warm sites, which in the vintage might have both leaned on the warmer side. Black fruit and licorice give it a burly character at first. Decanting or letting the wine open in the glass will help, but still it retains smooth, velvety tannins and resolved oak.",32.0,California,Russian River Valley,Sonoma,True US,"Ripe plum and plenty of vanilla and cherry provide the perception of sweetness in this wine. That sensation may stem from the pushing-the-envelope generosity of the ripe fruit or from the oak. or both. It makes for a full-bodied, heady experience.",33.0,California,Dry Creek Valley,Sonoma,False US,"A big burly Syrah from this Temecula producer whose goal it is to become the premier winery of Southern California, the wine is loaded with plummy black fruit and a peppery mouthfeel, its oakiness derived from the almost three years it spent barrel-aging in new French oak. Not for the meek at 15.6% alcohol, it finishes a tad sweet.",70.0,California,Temecula Valley,South Coast,False US,"The Lorna Marie is the winery's reserve, and it has exceptional concentration and depth. Berry and cherry dominate, spiced up with a pumpkin pie accent. Round, rich and full, yet moderate in alcohol, this is a fine expression of Oregon Pinot Noir in a challenging vintage.",70.0,Oregon,Willamette Valley,Willamette Valley,True US,"All the 2010 Patton Valley Pinots are significantly lower in alcohol than the previous vintage, and it works to their advantage. Nuanced fruit flavors include rhubarb and tart cherry, with veins of cola and dark chocolate adding further complexity. Its length is excellent.",48.0,Oregon,Willamette Valley,Willamette Valley,True US,"The Winderlea is perhaps the most unique in terms of style and flavor among all the 2010 Adelsheim single-vineyard Pinots. Its distinctive minerality accompanies tart cranberry and cherry notes, citrusy acidity with a splash of grapefruit flavor, and a finish that tastes of coffee and tea. Complex and long, this is a wine that will surely spark some heated discussion.",105.0,Oregon,Dundee Hills,Willamette Valley,True US,"Robust black fruit forms around a dense, leathery core of concentration and richness before allowing room for softer, intertwined tannins to add structure and more depth. Chocolate marks the finish of this big, bold wine.",125.0,California,Rutherford,Napa,True US,"The variety is unmistakable, with notes of dried herb, dark cherry and espresso. The jammy fruit flavors are rich, with lightly grainy tannins and coffee notes on the finish. It shows a fine sense of balance.",17.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Just one barrel was produced from the own-rooted vines planted almost 50 years ago. It's earthy and scented with a menthol/eucalyptus note, that carries on through. Cranberry flavor reflects the rather low alcohol, but there is no hint of unripeness or any vegetative character.",85.0,Oregon,Chehalem Mountains,Willamette Valley,True US,"This wine is a blend of Sangiovese (66%), Cabernet Sauvignon (20%) and Syrah. The aromas are brooding, with notes of earth, toast, red fruit and spice. The palate brings tart tangy cranberry flavors that linger on the finish.",34.0,Washington,Yakima Valley,Columbia Valley,True US,"Made entirely from Syrah grown on its property across multiple vintages, and then cave-aged six years in American oak, this is a nice dessert wine, raisiny and brimming in Christmas spice. With plenty of body and acidity, it swims effortlessly and smoothly on the palate, a bite of decadence that will work well with rich cheeses.",50.0,California,Sonoma Valley,Sonoma,True US,"Aromas of savory herbs, mineral, exotic spice and red fruit are followed by fruit flavors that are surprisingly restrained considering the warmth of the vintage. Tart acidity livens it up. It's green for the variety but still brings enjoyment.",39.0,Washington,Red Mountain,Columbia Valley,True US,"The aromas of mineral, spice, toast, yellow apple and lemon pith are light but enchanting. The palate is medium bodied and refined, demonstrating judicious use of oak and a lengthy finish that shows some warmth.",35.0,Washington,Ancient Lakes,Columbia Valley,True US,"Very smooth, almost thick, this is a rich wine in flavor and mouthfeel. It practically oozes over the palate, dripping with ripe pineapple, vanilla and cream, and coats every corner of the mouth before lingering through a long finish. It's full bodied, soft and concentrated.",27.0,California,Sierra Foothills,Sierra Foothills,True US,"All from Rosebud Vineyard, this moderately aromatic wine brings notes of herbs and pineapple, with Sémillon (15%) adding fig to the mix. The concentration doesn't seem all there and it needs a bit more acid to stand it up.",18.0,Washington,Wahluke Slope,Columbia Valley,False US,"Despite the abv listed, this wine does not seem especially ripe. Peppery highlights carry a whiff of onion, and between the alcohol burn and the green edges, the wine has not come together. Aging in 40% new oak adds some toast, but not grip or density.",36.0,Washington,Walla Walla Valley (WA),Columbia Valley,False US,"Aged for 20 months in 40% new French oak, this remains a tough nut to crack. It's encased in a hard tannic shell, with little ripe fruit, and is strongly flavored with barrel notes of tobacco and vanilla. Decant it or put it through an aerator.",25.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Quite buttery and nutty on the nose, this wine shows Marcona almonds, seared pineapple, crème brûlée and vanilla custard. Those elements meet with smart amounts of acid and texture on each creamy, buttery, pineapple-laced sip, which then finishes on marshmallow flavors.",35.0,California,Edna Valley,Central Coast,True US,"Fresh cracked peppercorn, dense black and purple fruit and a cedar tone carry through the nose of this lavish yet nuanced bottling from a South Coast winery that practices extended aging before release. The elderberry fruit is hung on a strong tannic structure, bolstered by woody cigar box, incense, juniper and espresso flavors.",45.0,California,Temecula Valley,South Coast,True US,"Lighter bramble and red-currant fruits pop on the nose of this wine from the appellation's eastern end, as do baking-spice notes, crushed vanilla and hibiscus. It's airy on the palate, with tense cranberry and pomegranate, crushed oregano and dill, pencil lead minerality and a slowly simmering acidity.",45.0,California,Sta. Rita Hills,Central Coast,True US,"Fresh fruit flavors suggest a bowl full of berries and cherries. Crisp acids help to focus the wine, with spot-on varietal flavors and balance. Both elegant and complex, it's a lovely bottle from an under-the-radar producer.",40.0,Oregon,Chehalem Mountains,Willamette Valley,True US,"The most reserved of this winery's Grenache studies, this bottling shows baked red cherry, red currant, cola and slate on the nose. An iron-based minerality shows on the earthy palate, which also offers chipped slate, cranberry and tart cherry elements. It's a tad light but still intriguingly textured.",42.0,California,Ballard Canyon,Central Coast,True US,"A complex mix of wild berry, cherry and somewhat brambly fruits provides a substantial core to this wine. The fruit rolls on through a slightly chalky patch, then finishes with a flourish of toast and graphite.",72.0,Washington,Yakima Valley,Columbia Valley,True US,"A riot of licorice, cassis, toast and berry, this 83% Cabernet Sauvignon/17% Petit Verdot Bordeaux-style blend is currently showing a lot of barrel flavors, with subdued but not insignificant fruit. Medium-grained tannins give the finish some gravitas.",58.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Aged a little more than two years in 90% new French oak and then in bottle, time has been kind to this wine, a Syrah of dark mushroom and baked blackberry, that's savory and silky with a slight hint of mint on the finish. Mighty and impressive.",70.0,California,Temecula Valley,South Coast,True US,"Dusty and tight, with a whiff of coffee and cocoa introducing an elegant wine with interesting streaks of metal and graphite. Young fruit and fine tannins are in perfect balance, and the wine has a lovely delicacy.",39.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This light, refreshing rosé mixes fresh strawberry fruit with apple-flavored acids. It's finished bone dry, with an almost dusty mouthfeel (in a good kind of way).",18.0,Oregon,Willamette Valley,Willamette Valley,False US,"This is smooth and accessible, putting a light chocolate frame around rhubarb and strawberry fruit. There's a hint of pepper, and the wine is fresh and youthful, good sipping wine for late summer/early fall.",25.0,Oregon,Willamette Valley,Willamette Valley,False US,"Quite tart, the fruit here touches (just barely) on melon, with orange and lemon zest, a bit of lime, and plenty of acid. All stainless fermented, it went through full malolactic.",20.0,Oregon,Willamette Valley,Willamette Valley,False US,"An earthy, nutty aroma and flavor come through the intense sweetness and full body of this dessert-style wine. It goes for earthy complexity rather than obvious fruit flavors, and tastes high in sugar and alcohol.",20.0,California,Shenandoah Valley (CA),Sierra Foothills,False US,"This full-bodied wine is in the classic mode, offering very ripe and even overripe aromas. Voluptuous berry flavors verge on sweet, and the rich texture comes without a lot of drying tannin.",20.0,California,Amador County,Sierra Foothills,False US,"This is surprisingly light, having dropped significantly in alcohol from the previous vintage. Green-fruit flavors touch on banana and apple, and the wood—31% new and 26% once-used—seems to show a bit of rawness. Give this another couple of years of bottle age before opening.",40.0,Oregon,Willamette Valley,Willamette Valley,False US,"This is a pleasant white wine, albeit rather generic, as Pinot Blanc is prone to be. Crisp apple flavors and a touch of grapefruit are the focus. Drink chilled and enjoy it while it's still young and fresh.",29.0,Oregon,Dundee Hills,Willamette Valley,False US,"This wine puts jammy aromas, very ripe flavors, full body and deep, dark fruit flavors on a broad, soft texture.",55.0,California,Livermore Valley,Central Coast,False US,"Sharply defined, this has piercing, penetrating high notes that are both floral and fruity. Its lemon and tangerine fruit is amped up with some alcoholic burn. Aerating it helps to smooth it out.",27.0,Oregon,Rogue Valley,Southern Oregon,False US,"Director's sources from vineyards across the county to offer an intensity of fruit flavor that tends lush and ripe. Melon and vanilla appear on the nose and palate, with a side tone of pineapple, nutmeg and even clove, finishing clean and with simplicity.",17.0,California,Sonoma County,Sonoma,False US,"Small amounts of Cabernet Sauvignon, Cabernet Franc and Petite Sirah are blended within this wine, given 17 months in new French oak plus once and twice-used barrels. The oak is integrated within this otherwise leathery, tannic and mild-mannered wine, ripe in cherry and cassis.",65.0,California,Rutherford,Napa,False US,"This is a highly structured wine with an abundance of fine-grained tannins and firm acidity to support pure raspberry and blackberry flavors. It tastes as if it was made for aging, so wait and drink after 2019.",32.0,California,Yorkville Highlands,North Coast,False US,"This new “i” series offering mixes brambly strawberry fruit with granular tannins. It's ready to drink, dappled with cinnamon, and leaves a slightly medicinal aftertaste in the back of the mouth.",38.0,Oregon,Willamette Valley,Willamette Valley,False US,"Full-bodied and smooth in texture, this generous-tasting wine has lots of ripe plum flavors and sweet-seeming oak accents.",15.0,California,Lodi,Central Valley,False US,"The great Ritchie Vineyard, a renowned site for Chardonnay, also possesses highly sought-after Sauvignon Blanc. Here, it shows as grassy in pea shoots and thick, with a voluptuous texture and body weight.",24.0,California,Russian River Valley,Sonoma,False US,"It's soft, slightly oxidized, and generic. It's pleasantly quaffable, marked in the finish by some rather bitter toast.",30.0,Washington,Walla Walla Valley (WA),Columbia Valley,False US,"Aromas of cherry, spice and mint lead into tart pie cherry and wild berry fruit, dusted with cocoa and spiced up with 16 months in French oak barrels. Unusual for most high-end Pinots, this is sealed with a screwcap.",60.0,Oregon,Willamette Valley,Willamette Valley,False US,"This is a very interesting wine. It has many different flavor threads that have not quite interwoven. To begin there is a surplus of acid, leaving a chalky sensation that has not yet smoothed out. The fruit flavors are also sharp and tart—red fruits from wild berries to pomegranate to sour cherry. The aromas suggest some light chocolate from the barrel aging, and it shows up in the finish, along with herb and vanilla. So, there's lots going on, but it has not yet come together in a harmonious whole.",75.0,Oregon,Dundee Hills,Willamette Valley,False US,"This blend from a newer Westside Paso winery offers blackberry, charred pine and sour cherry aromas. The palate is driven by pine sap, charred game and sharp herbs such as oregano and rosemary, and would be a great way to spice up a steak dinner.",42.0,California,Paso Robles,Central Coast,False US,"A nice tarry funk along with dried mint and menthol cigarette scents characterize the nose of this blend of 63% Cabernet Sauvignon, 33% Syrah and 4% Petite Verdot. The creosote sense carries to the palate, meeting with black cherry, dried bouquet garni and quite grippy tannins.",48.0,California,Temecula Valley,South Coast,False US,"Estate bottled, this assemblage of 77% Cabernet Sauvignon, 13% Cabernet Franc and 10% Petit Verdot opens with a flurry of coconut flake and herb, followed by ripe, rich layers of dark berry and black tea. The wine has power yet also possesses an elegance that stands out, finishing with a taste of dark caramel.",125.0,California,Napa Valley,Napa,False US,"This is a softer Sauvignon Blanc for those not sworn to the grassy side of the grape, as the Buellton-based winery does a lot of barrel-fermenting. Aromas include pressed kiwi and a sour pucker of lime, and the broiled pear flavors prove easy drinking, if not exceedingly complex.",42.0,California,Happy Canyon of Santa Barbara,Central Coast,False US,"The pretty fruit flavors suggest relatively young vines, bringing light cherry to the front and center. Hints of marzipan, a flash of finishing heat and subtle chalkiness run through the finish. Another year or two of bottle age should continue to improve this one.",34.0,Oregon,Rogue Valley,Southern Oregon,False US,"There's a substantial earthiness to this Chardonnay, grown in a relatively cool estate vineyard. Vibrant on the palate in ripe apple and lemon, it offers medium weight and body, with a crispness to the finish and a food-friendly nature.",60.0,California,Carneros,Napa-Sonoma,False US,"This wine offers notes of toasted vanilla bean, herbs and red fruit. It's broad in feel while the fruit flavors are elegant in style, with the supple feel bringing much of the enjoyment.",28.0,Oregon,Walla Walla Valley (OR),Oregon Other,False US,"Composed, complex and complete, this mellow wine is very comfortable in its skin. Touches of oak, tobacco, dried plum and cardamom fill the aroma, and ripe but not overripe black cherry, tamarind and cola flavors flood the palate, supported by fine-grained tannins and medium-full body.",38.0,California,Amador County,Sierra Foothills,True US,"With its distinctive black label, this reserve is set apart from the winery's expanding lineup of Pinots. It shows more oak-derived flavors, along with ripe plum and cherry fruit. Streaks of espresso, vanilla and chocolate come through, suggesting it will only improve with a hearty decant or additional bottle age. Drink now through the mid-2020s.",100.0,Oregon,Willamette Valley,Willamette Valley,True US,"Sourced from the estate's original 1999 plantings, this is a chewy, majestic, earthy and deeply dark wine. Its black fruit is ribbed wtih iron, licorice, coffee and graphite notes and framed by earthy tannins that lend texture. It drinks bigger than its listed alcohol would suggest.",95.0,Oregon,Dundee Hills,Willamette Valley,True US,"Always impressive in its grasp of power and grace, this white is memorable from start to finish, beginning with a dark golden-hay color that dazzles in the glass. A strong floral component of jasmine invites on the nose, while sparkling acidity maintains a freshness amidst the integrated oak and delicious flavors of honeyed pear and crème brûlée.",52.0,California,Carneros,Napa-Sonoma,True US,"Irresistably delicious and reminiscent of cru Burgundy, this laser-focused effort features bright Meyer lemon, tangerine and peach flavors, with plenty of juicy acidity. It grows deeper and richer as it breathes—and seems to disappear way too quickly once opened.",35.0,Oregon,Willamette Valley,Willamette Valley,True US,"This winery is earning a place among Oregon's best with its top tier wines, like this one. Complex and loaded with bee pollen, crisp apple, lime zest, seabreeze and toasted cracker notes, it leaves you breathless the longer it breathes.",85.0,Oregon,Willamette Valley,Willamette Valley,True US,"As characterful as the dry version but with lower alcohol and a slight hint of sweetness, this boasts powerful tangerine, quince and Meyer lemon fruit. Its electric acidity keeps it vivid and beautifully balanced. Delicious now, it's also cellar-worthy.",32.0,Oregon,Ribbon Ridge,Willamette Valley,True US,"More tart than sweet, this delicious wine is packed with lemon drop, candied pineapple and tangerine fruit. The acidity is in perfect proportion with the slightly sweet palate, giving it a vivid mouthfeel that extends into the finish and offers versatility for food pairing.",32.0,Oregon,Dundee Hills,Willamette Valley,True US,"Lighter in color, this wine is aromatic and expressive, with notes of fire pit, blood, black olive tapenade, sea salt, black pepper, cured meat, nori, crushed flowers and umami. The palate brings soft, lithe, focused notes of earth and savory flavors that shimmer on the salty finish. It's all about delicacy but the aroma and flavor expression is compelling. Give it some time in the cellar or decant.",120.0,Oregon,Walla Walla Valley (OR),Oregon Other,True US,"From dry-farmed 40-year-old vines perched along the Rutherford Bench, this impressive offering is sanguine and elegantly balanced, a showcase of cranberry, raspberry and milk chocolate. Refined acidity contributes to an overall lightness, with dried herb and dust lingering on the finish.",38.0,California,Rutherford,Napa,True US,"Smoky, with bursts of sage and celery root, this is a wine that is unabashedly earthy, spicy, bold and juicy at its core. Light-bodied and delicate, the palate shows beautiful floral undertones. This is a complex and beguiling bottling that should hold well for years to come.",58.0,California,Sonoma Coast,Sonoma,True US,"The aromas of this wine leap from the glass, with notes of orange peel, potpourri, smoked meat, spice, fresh herb, stem, ash and plum. It's expressive, but still wound up. The flavors are focused, concentrated and savory, bringing a sense of intensity and richness but also lightness. The balance is exquisite.",85.0,Oregon,Walla Walla Valley (OR),Oregon Other,True US,"From a three-acre spot known to get a hearty dose of fog, this wine speaks to cool-climate character, unveiling crisp floral layers of dried sage and white pepper from the get-go. Those aspects are joined by rose, lavender and cranberry-rhubarb on the palate, finishing with subtle offerings of mushroom and forest floor.",75.0,California,Sonoma Coast,Sonoma,True US,"From vines planted in 1976, this aromatic wine shows the depth that old vines can bring. Strawberry, cola, butter (from 14 months in 50% new French oak), wild cherry and more come into focus, and although delicate, they last and last on the palate. The finish is spectacular.",50.0,Oregon,Chehalem Mountains,Willamette Valley,True US,"This reserve-level wine from the Roserock vineyard, Domaine Drouhin's recent Eola-Amity Hills planting, is compelling. Dense and fragrant, it boasts a beguiling mix of rose, cocoa powder and Asian spice, like a magic carpet ride of flavor. A finishing note of chocolate-covered orange peel is the pièce de résistance.",60.0,Oregon,Eola-Amity Hills,Willamette Valley,True US,"This super-smooth late harvest effort is perfectly balanced among sugar/alcohol/acid components. Lively and rich, it offers concentrated flavors of limoncello, apricot and candied peaches. Drink it chilled for best effect.",15.0,Washington,Yakima Valley,Columbia Valley,True US,"With the scent of watermelon chapstick leading the way, this is a fruit-forward wine you want to kiss. Other aromas on the sweet-and-spicy nose include stewed plums and a dill-led herbal element. The flavors of red fruits and brown spice make for a completely delicious experience.",40.0,California,Paso Robles,Central Coast,True US,"There's a ying-yang of rich crème brûlée, lemon curd and toasted oak amid good acidity and fresh apple and pear fruit, with inviting aromas to boot. Creamy and crisp it'll serve well aside all manner of seafood, like fresh-caught trout.",45.0,California,Sonoma Coast,Sonoma,True US,"Boushey and Red Willow are the vineyards that contribute to this 100% varietal Cabernet Franc. There's excellent concentration to the brambly, bright, blackberry fruit, and some sharp acidity to underscore it. It's pure varietal and should continue to improve 2019–2021.",35.0,Washington,Yakima Valley,Columbia Valley,True US,"Fresh, gushing fruit flavors such as raspberry, red cherry and boysenberry fill out this expressive and well-balanced wine. It is sweetly fruity in aroma, full-flavored, full-bodied, firm and dry in texture but not heavy. It craves ribs or wood-fired pizza.",20.0,California,Yolo County,Central Valley,True US,"Distinct crushed lava rock aromas meet with dust, cinnamon, cola and Dr Pepper on this blend of 28% Syrah, 22% Grenache, 17% Cinsault, 17% Mourvèdre and 16% Carignane. Light red fruits of cranberry and slight strawberry show on the palate that dives into serious tannins quickly.",38.0,California,Central Coast,Central Coast,True US,"Coming from the warm 2013 vintage, this is an aromatic offering, with notes of pineapple, kiwi, herbs and oak spices (40% barrel fermented). It's creamy in feel, but with tart, vibrant acidity that keeps the palate fresh and lively.",15.0,Washington,Horse Heaven Hills,Columbia Valley,True US,"Rich cherry and spicy black pepper introduce the nose to this wine from the Adelaida district. The flavors explore the more nuanced, not overly jammy side of the grape, with tart acidity and a good tannic backbone ensuring a long life. Decent now, but better to drink 2018–2022.",56.0,California,Paso Robles,Central Coast,True US,"Red apple, spice and honey aromas lead to medium-sweet fruit flavors. It brings some appeal but the concentration doesn't seem all there.",40.0,Washington,Naches Heights,Columbia Valley,False US,"This wine is an unusual blend of Touriga (38%), Tinto Cão (20%), Tempranillo (18%), Petit Verdot (15%) and Souzão. Alcohol aromas show prominently along with dark fruit. The fruit flavors seem dried out, juxtaposed by the sweetness of the wine, with the tannins having a real sense of grip.",20.0,Washington,Naches Heights,Columbia Valley,False US,"This wine is tightly wound and thickly colored. Full bodied in style, it shows plenty of oak influence, aged in entirely French oak for 16 months, 42% of it new. Cranberry and sour cherry dominate in terms of fruit, with an underlying agenda of clove and tea.",38.0,California,Sonoma Mountain,Sonoma,False US,"This is a challenging mix of substantially puckering tannins and herbaceous notes, dotted in black peppercorns. The fruit is elusive.",65.0,California,Napa Valley,Napa,False US,An uncomplicated combination of red and black berry bramble with an overlay of coconut shavings provides a ripeness of fruit atop sweetened tannins and dull oak in this wine. It's made to be medium bodied and enjoyable now.,100.0,California,Napa Valley,Napa,False US,"This is spicy and sharp, with high-toned fruit flavors of berry and currant. Acids are strong and provide good focus, with a spicy/peppery note resonating through the finish.",24.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"In keeping with the winery's other red wine releases, the Cedarosa matches tart berry fruits to lush barrel flavors of butter and toast. It's approachable and somewhat monolithic.",26.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This wine is very good in a ripe, almost-sweet style. It smells and tastes like blackberry pie, has full fruit flavors and a smooth, rich texture without noticeable tannins.",14.0,California,California,California Other,False US,"There's a touch (17%) of new oak here, which adds flavors of caramel and vanilla to the rather tart and simple fruit. It falls into the generic yellow/green apple style, with hints of arugula.",35.0,Oregon,Willamette Valley,Willamette Valley,False US,"Black in color, this heavy concentrated wine is thick in black pepper and clove, with underlying streaks of cedar. Well structured, it unfurls depths of black cherry, currant and vanilla as it develops in the glass, finishing a full bodied as it started.",52.0,California,Alexander Valley,Sonoma,True US,"This blend works in commingling 58% Cabernet Sauvignon, 17% Merlot, 17% Cabernet Franc and 4% each of Malbec and Petit Verdot, all from the producer's vineyard. Caramel sparks a richness against which herbal, woody tannins speak. The body expansive and full, and the finish awash in spicy clove.",115.0,California,Yountville,Napa,True US,"Dark purple flowers and tart boysenberry paste show on the nose of this intensely concentrated wine, alongside pencil shavings, bay lead and a lot of iron minerality. More bay leaf and pine needle show on the herbally full and texturally grippy palate, giving minty spice to the dark fruit flavors.",60.0,California,Santa Maria Valley,Central Coast,True US,"Complex and composed, this vineyard-designate wine is brightly decorated in flavors of grapefruit pith and lemon zest, with zippy acidity. As it develops in the glass, richer elements of peach and apricot flesh out the palate with succulent aplomb.",55.0,California,Bennett Valley,Sonoma,True US,"From the Barton family's estate vineyard, this is a very dark Syrah with aromas of blackberry, balsamic, lavender and thyme flowers. There's a rich blueberry flavor at the core of the palate, where cocoa shavings, tense tannins and a lilac florals combine for a multi-layered wine.",60.0,California,Paso Robles Willow Creek District,Central Coast,True US,"Scott Sampler's experimentation with extra long macerations seem to imbue even more of a sense of place to his wines. In this case, that translates to very purple aromas of grape Jolly Ranchers, violet oil and warm black licorice. An exotic Indian-candy spice shows on the tip of the sip, leading into rich blueberry and fresh purple-flower flavors, with coffee and cocoa on the finish.",75.0,California,Santa Barbara County,Central Coast,True US,"Lilacs and wisteria combine for a floral and approachable nose in this clonal study, which is also loaded with clove, peppercorn, rosemary and elderberry aromas. It's soft and lush on the palate, with rich plum and black cherry flavors leveled by notes of anise, potpourri, fresh mint and Earl Grey tea.",58.0,California,Sta. Rita Hills,Central Coast,True US,"After three years en tirage, this well-evolved wine is heady and floral, made to highlight and celebrate diversity. Creamy and lush on the palate, it has a rounded richness of stone fruit. Made predominantly from Pinot Noir, it has an accentuated taste of strawberry shortcake.",65.0,California,Green Valley,Sonoma,True US,"Dark gold in color, a strong note of apple skin gives way to tight acidity on the entry of this wine. As it develops in the glass, it becomes plush and fleshy, imparting complex elements of candied quince and orange blossom.",49.0,California,Russian River Valley,Sonoma,True US,"Marc Piro continued to hone his craft under Jim Clendenen at Au Bon Climat, and that expertise shows in this bottling, which combines Presqu'ile and Bien Nacido Vineyards to produce a wine that's both zesty in the underripe style yet full of fruit as well. Aromas of wild oregano, thyme, tapenade and red cherry lead into a palate full of tantalizing acidity, with tart Montmorency cherry, tangy tomato and fennel spice.",32.0,California,Santa Maria Valley,Central Coast,True US,"This elegant bottling by two service-industry veterans shows tons of potpourri, dried lavender, black raspberry and red plum on the nose. The flavors are quite broad and inviting, with hibiscus and ripe tomato meshing into juniper and clove. It's light in mouthfeel and weight, but well structured.",55.0,California,Sta. Rita Hills,Central Coast,True US,"Elegant and beautiful aromas of Montmorency cherry, tart orange peel and balsamic fig reduction sauce prove precise and show some mature vine age. Roasted fig flavors meet with salt and pepper seasonings on the palate, which is well structure and full of bright acidity.",65.0,California,Sta. Rita Hills,Central Coast,True US,"Extreme concentration combined with a velvety texture make this inky-dark wine made from Tannat and Dornfelder compelling to taste. The color is black with a thin ruby rim while black cherry, cedar and tobacco fill the aroma and crème de cassis meets espresso on the palate. The mouthfeel is polished as very fine-grained tannins blend with a rich viscosity.",40.0,California,Monterey,Central Coast,True US,"With a fruity exuberance of crisp cranberry and red cherry, this wine delights in touches of nuanced herb and earth. Light bodied and refreshing, it maintains elegant complexity and depth, a lovely example of site and winemaking.",42.0,California,Russian River Valley,Sonoma,True US,"Very roasted notes of coffee, warm leather, tobacco leaves, sagebrush and stewed blackberries show on the nose of this blend of 70% Tempranillo, 20% Grenache and 10% Cabernet Sauvignon. The roasted quality carries through the sip, with more coffee and char tones alongside dried plums, crushed gravel and dusty tannins.",48.0,California,Central Coast,Central Coast,True US,"This new project focusing on specific blocks of the historic Cambria Vineyard on the Santa Maria Bench starts with very subtle and restrained aromas of nectarine, lemon cream and a hint of grapefruit pith. The palate is fresh with lime and toasted coconut flavors, held up by a backbone of strong acid that keeps it from spilling toward overripe qualities.",36.0,California,Santa Maria Valley,Central Coast,True US,"This superpremium effort from Precept Brands is loaded with fruit, and crafted with winemaker Charlie Hoppes' trademark style—lush oak, giving generous barrel flavors of butterscotch and toast. The barrel flavors dominate, complemented by bold black cherry, blackberry and cassis fruit.",50.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Cabernet Sauvignon-dominated, the blend also includes about one third Merlot and a splash of Syrah. Tight and somewhat reductive when first opened, it slowly unwraps into a substantial effort, dense with berry, cherry and cassis concentrate. Some not-quite-integrated green tannins remain, and the buttery finish also wants more bottle age. But a good effort overall.",20.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Definitely a step up from the regular Chardonnay; this is more substantial, bringing in some mineral, citrus rind and spice along with apple and pear flavors.",10.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Whoa... need... water. Michael David's Earthquake is all about impact, no bones about it. And this one won't disappoint people who like their wine like finely aged Scotch, high in alcohol. For them, its bold smoky chocolate, savory bacon on toast notes will be delightful.",26.0,California,Lodi,Central Valley,False US,"This complex, flavorful wine walks on the wild side with a bit of funky barnyard in the aromas and flavors. It's dry, moderately tannic, rather light in body, and brings spicy black pepper, grilled beef and ripe plum flavors.",36.0,California,Fair Play,Sierra Foothills,False US,"Light, tart cherry fruit beckons for further exploration. The ripeness is there, and the wine comes across as clean and elegant in its modest proportions. As it breathes open there is a slight hint of volatility which, for most tasters, will be a plus.",40.0,Oregon,Dundee Hills,Willamette Valley,False US,"This Zin speaks to compelling red fruit, plum and vanilla, with light oak presence. It's balanced yet still plenty big, showing off its well-worn roots within an historic vineyard. Before veering into syrupy territory, it pulls back, letting leathery cinnamon and black pepper have their say.",45.0,California,Sonoma Valley,Sonoma,False US,"This blend of 50% Cabernet Sauvignon, 37% Merlot, 8% Petite Sirah and 5% Cabernet Franc shows aromas of sweet plum, cherry jam, grape candy and chocolate spices. The palate presents a medium level of density, with flavors of Bing cherry, ollallieberry and dried oregano, thyme and marjoram.",40.0,California,Paso Robles,Central Coast,False US,"Floral, this medium-bodied white is creamy and touched by richer notions of pear, pineapple and vanilla, reflective of its warmer appellation in a warm year. French oak (40% of it new) aged the wine for under a year. With a touch of honeysuckle and nutmeg, the minerality is subtle.",32.0,California,Alexander Valley,Sonoma,False US,"A bright, floral fragrance invites one to further explore this softly structured wine. It's layered with ripe red fruit, leather and pepper flavors that are carried into the finish by tight, grippy tannins.",42.0,California,Russian River Valley,Sonoma,True US,"This lightly built wine is fully expressive, with floral aromas and bright layers of black cherry, peppery clove and toasted oak. Balanced and unhindered, it will work well at the table.",98.0,California,Russian River Valley,Sonoma,True US,"Made from 100% estate grapes, this wine is shy in aroma but happily light and bright on the palate. It's delicate yet framed by firm tannins, showing blueberry and toasty oak flavors and nuanced acidity.",35.0,California,Sta. Rita Hills,Central Coast,True US,"Tangy boysenberry and elderberry fruit shows on the nose of this sultry bottling, along with thyme, potpourri and licorice. The flavors are more cooked than fresh, recalling charred blackberry, dried blueberry, leather and licorice. It's a hearty wine that consumes the entire palate.",56.0,California,Paso Robles,Central Coast,True US,"Woodsmoke, bramble and sharp raspberry sorbet aromas show on the nose of this appellation blend from winemaker Kevin Law and actress Challen Cates. Sour cranberry and tart plum skin flavors show on the palate, along with darker nutmeg-like spices.",38.0,California,Sta. Rita Hills,Central Coast,True US,"This perennially delicious blend brings together 53% Grenache, 35% Syrah and 12% Mourvèdre. It lets each variety speak, offering a structured expression of juicy strawberry, mint and balanced ripeness. Despite its nuances, it's not afraid to be bold.",42.0,California,Russian River Valley,Sonoma,True US,"Damp chaparral, dried blueberry, beef and pencil lead scents show on the nose of this blend of 54% Grenache, 35% Syrah and 11% Mourvèdre. Rounded blueberry and black plum flavors meet loamy soil, anise, thyme and marjoram spice, with a savory touch of smoke.",38.0,California,Paso Robles,Central Coast,True US,"This mix of 62% Pepper Bridge Vineyard Syrah and 38% Klipsun Vineyard Malbec has not entirely come together. The grapey fruit flavors and slightly stemmy tannins may ultimately complement each other, but that will require more bottle age. For the moment, give it a good decanting, or wait a couple more years before opening.",35.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This austere and lightly herbal Cabernet is balanced and varietal, but at first seems a bit dull, as if tasted through a screen. That said, it actually improved after 24 hours, with more presence to the tart red and black fruits. It's an elegant style that will probably show best with food.",18.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Cola, black cherry and crushed purple flowers show on the nose of this bottling, one of the first reds to emerge from the 2014 vintage. It's light and energetic on the palate, with tangy cranberry juice and a touch of licorice.",48.0,California,Santa Cruz Mountains,Central Coast,False US,"Rare to find on its own, as it's mainly used in sparkling-wine blends, this Pinot Meunier is earthy in dark truffle and herb, more savory, dry flavors that are wrapped in tightly woven tannins and oak. The muted fruit that's there recalls sweet raspberry.",40.0,California,Carneros,Napa-Sonoma,False US,"This is an unusual commingling of mostly Rhone varieties, a mix of 75% Viognier, 12% Roussanne and 12% Marsanne, with the addition of 3% Sémillon. Honeycomb and Nilla wafer rise from the nose before a medium-bodied swirl of sour lemon, grapefruit and yuzu give it tartness on the finish.",22.0,California,Dry Creek Valley,Sonoma,False US,"This big but balanced wine has melon and apple aromas, lots of fruit and toasty oak in the flavors, and a super-smooth and rich texture. The finish lingers.",15.0,California,Dunnigan Hills,Central Valley,False US,"The sixteenth edition of Dunham's benchmark Cabernet Sauvignon bears a strong scent of new oak—it's aged in 70% French and 30% American. The wood is dominant, which is not surprising in a wine built for long term aging. Given plenty of time to breathe, bright red fruits, citrusy acids and a lovely mix of toast, caramel and clove accents emerge.",45.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Richly aromatic, on the strength of the nose alone this could pass for something from Napa's Rutherford Bench. The blue and purple fruit notes and dusty tannins all say California, but the laser-like definition, minerality and natural acidity prove it's Washington fruit all the way. Strikingly dense and complex, with decades of life ahead.",50.0,Washington,Red Mountain,Columbia Valley,True US,"The 85% of Cabernet Sauvignon is upfront, with Syrah providing an accent. It's tightly wound, with notes of dusty cherry, sautéed herbs and spices, and tart cranberries supported by chewy, firm tannins that need time in the cellar to come into their own. Best after 2017.",50.0,Washington,Horse Heaven Hills,Columbia Valley,True US,"This brings bracing minerality into the forefront, in a terroir-driven wine with excellent penetration and depth. A fresh mix of citrus and stone, this elevates Viognier into the top echelons of Washington white wines.",30.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"The 2010 Bello Rosso sticks to the 50-50 Sangiovese, Cabernet Sauvignon formula, with a full, round, ripe and balanced palate. Fruity and forward, with citrus-accented cherry fruit, it pulls together the strengths of both grapes, with taut acidity and firm tannins.",32.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This sources grapes from the oldest (1972) blocks at Sagemoor, yielding a deep, rich and intense wine saturated with black cherry, cassis, licorice and barrel flavors. It's perfectly balanced, drinking beautifully, and fit for cellaring over a decade or longer.",40.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This is the first vintage for Upright—100% Klipsun Vineyard and 100% varietal Merlot. Thick and syrupy, it's a full throttle wine, with deep flavors of berry, cherry and cassis. Red licorice lightly streaks through the back end, and the wine makes a smooth landing on a strip of Bourbon barrel notes.",39.0,Washington,Red Mountain,Columbia Valley,True US,"Dark and thick in the glass, this blend of 82% Syrah and 18% Mourvèdre leads with black cherry syrup, smoked beef and dark chocolate aromas, which blossom as the wine opens. Rich and lavish on the palate, it has fine tannins that frame its blueberry, cassis and mocha flavors. It's firmly structured, with a lingering acidity.",75.0,California,Paso Robles,Central Coast,True US,"A partnership between the Delicato Family and country musician Zac Brown, this well-made wine shows a wealth of flavor and complexity, from dusty saddle and earth to black cherry and berry. Muscular and dense, it reveals plenty of underlying structure and grace, with a bright sprinkling of spicy pepper on the finish. Drink ideally between 2020 and 2023.",120.0,California,Napa Valley,Napa,True US,"2014 proves another banner year for this delightful blend of Sémillon from Monte Rosso Vineyard, Muscadelle from Pagani Ranch and Palomino and Muscadelle from Saitone Ranch. High-toned in tart, refreshing acidity, it offers hints of vanilla biscuit with its lime, apple and melon flavors, lingering in memory for days.",28.0,California,Sonoma County,Sonoma,True US,"The winery's characteristic dense style is immediately apparent in this blend of 54% Syrah, 21% Mourvèdre, 16% Grenache and 9% Petite Sirah. It offers black licorice, smoked meat, baked black cherry and graphite aromas, needing time to breathe before unleashing black coffee, elderberry jam, asphalt and charcoal flavors through tarry tannins. Drink 2018–2028.",70.0,California,Paso Robles,Central Coast,True US,"From a 22-acre site in the middle of the appellation, this is an impressive wine, softened by the addition of 6% Merlot. It boasts crushed rock, black currant and licorice flavors, with an attractive sanguine note. Pencil shavings, black pepper and cigar accents are present throughout.",150.0,California,Rutherford,Napa,True US,"This wine from Rick Grimm and winemaker Paul Lato shows stunning potential for this new vineyard. Blackberry, thyme, black pepper and crushed slate aromas lead to a tremendously savory, umami-packed palate, where bay leaf and stewed mushroom notes envelop a core of blackberry and black currant fruit. The structure is solid, and the finish is long and strong.",72.0,California,Happy Canyon of Santa Barbara,Central Coast,True US,"This is a standout, showing Napa Valley's true potential for the variety. Steely and light bodied in approach, it offers a lively complement of apricot and juicy green-apple flavors, finishing on a fresh fig note and feeling balanced and complete.",35.0,California,St. Helena,Napa,True US,"A top-of-the-line effort and a departure from the producer's single-vineyard, 100% varietal bottlings, this blends 4% Malbec and 3% Merlot. Spicy with clove scents, it showcases deep cassis and cranberry flavors, with a lift of red fruit and supportive acidity.",175.0,California,Napa Valley,Napa,True US,"Plump but sour cranberry fruit aromas meet with sweet sandalwood, clove and forest floor on the nose of this San Francisco-made bottling from the historic property. Sanguine touches on the palate lead to raspberry, cherry, cinnamon and juniper flavors, ending in a menthol finish.",36.0,California,Santa Maria Valley,Central Coast,True US,"From an estate vineyard, this impressive wine is earthy with tobacco leaf and juicy cherry and cassis notes. Soft, supple and lengthy, it lingers on the palate as a well-integrated, balanced and beautifully crafted expression of the grape.",110.0,California,St. Helena,Napa,True US,"Extremely luscious on the nose, this bottling is redolent of baked black cherries, vanilla, smoke and wet riverstones. That fruit-forward style carries over to the palate, with cherry pie and baking spice flavors, backed by a solid and an expertly balanced acidity that holds those rich flavors in check.",100.0,California,Edna Valley,Central Coast,True US,"This varietal Cabernet Sauvignon hails from the producer's organic Chiles Valley estate. It's muscular and lushly layered, with spicy leather and tobacco notes accented by a delicate touch of violet and supported by firm, grippy tannin. Drink now through 2033.",80.0,California,Napa Valley,Napa,True US,"The pretty fragrance comes with cotton candy highlights, along with a note of tangy red fruit. It's concentrated and deep, with appealing purity of flavor and the structure to age for over a decade.",60.0,Oregon,Eola-Amity Hills,Willamette Valley,True US,"The mysteriously named Inchinnan offers a flavorful mix of mint, berry, cherry, milk chocolate, Asian spice, cedar and cola. It's harmonious, with subtle power and excellent length.",54.0,Oregon,Chehalem Mountains,Willamette Valley,True US,"A huge step up from the previous vintage, this ripe, round and wonderfully fruity effort is a juicy, mineral-soaked bottle of joy. Luscious cherry fruit is topped with a dollop of butterscotch.",48.0,Oregon,Willamette Valley,Willamette Valley,True US,"A new addition to Steven Kent's lineup of exemplary Cabernets, this is 100% Cabernet from Ghielmetti Vineyard, one of Kent's favorite pieces of Livermore ground. The wine is concentrated and rich, with heady notes of dark cherry, cinnamon and clove, plus a trace of mint hiding in the background. This will please fans of California and Bordeaux wines.",100.0,California,Livermore Valley,Central Coast,True US,"A stunning Pirouette—63% Cabernet Sauvignon, 22% Merlot, 9% Cab Franc and 6% Petit Verdot. Full and magnificently rich, it is loaded with dense and thrilling fruit flavors of black cherry and cassis. A streak of iron and a hint of citrus keep the wine evolving through a long, beautifully balanced finish. Retasted after being open for 24 hours, the wine was as fresh and thrilling as on the first day.",50.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Certainly the finest Grand Ciel Syrah to date, this is a full-flavored, complete wine, loaded with pure fruit flavors of berry and cassis. The details pile on—a whiff of stone, a hint of chocolate, suggestions of spice, all in perfect proportion.",60.0,Washington,Red Mountain,Columbia Valley,True US,"Waxy apple and lemon pith open this wine, followed by crisp, candied grapefruit. Robust, it finishes dry and balanced. The whole sums up into a full-bodied, rich and lush experience.",35.0,California,Oakville,Napa,False US,"This wine is equal parts Syrah and Merlot (43% each), with the balance a smattering of other varieties. The coffee and berry aromas seem faint while the palate delivers all of the plush fruit flavors this vintage has to offer.",18.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Smoothness, complexity and a great price are the strong points of this medium-bodied wine. It has wonderful raspberry, cedar and red-cherry flavors, light tannins, a polished feel on the palate and lingering finish.",10.0,California,California,California Other,False US,"Perfumed aromas offer notes of white flowers, mineral and pink grapefruit. The flavors are dry and elegantly styled with a lingering finish. It will drink well at the dinner table.",16.0,Washington,Columbia Gorge (WA),Washington Other,False US,"The aromas of flowers and freshly cut pear, melon and starfruit are bright and fresh. This wine is dry and thick in feel with abundant citrus-rind flavors. There's enjoyment to be had but it gets bogged down in the middle.",24.0,Washington,Walla Walla Valley (WA),Columbia Valley,False US,"A light earthy, toasted aroma and mostly savory rather than outright fruity flavors mark this medium-bodied, dry wine. The texture is smooth and rich enough to complete a good picture.",11.0,California,California,California Other,False US,"This is a neutral, papery white wine, with a flat, rather than lively mouthfeel. The apple flavored fruit is there, along with a touch of licorice, but the freshness seems to have been lost along the way.",18.0,Oregon,Willamette Valley,Willamette Valley,False US,"Roughly equal portions of Cabernet Sauvignon, Cabernet Franc and Merlot go into this tannic blend. It may be a little too far along the aging curve, at least for showing much fruit. It's drying out—displaying a touch of leather—and should be consumed as soon as possible.",25.0,Oregon,Southern Oregon,Southern Oregon,False US,"This wine seems overtaken with scents and flavors of tree tar and resin. The impression of pine resin cuts out the fruit, leaving some woody flavors in the finish.",25.0,Oregon,Southern Oregon,Southern Oregon,False US,"Quady North's Flagship is what the owners consider the best lot of wine of the year. Generously slathered in toasty new oak, this very limited (two barrel) reserve from the estate's Frank's Vineyard is not the blockbuster of the previous vintage, but shows exceptional winemaking skills. Black cherry fruit is wrapped in woody tannins, a yin-yang combination that works by dissonance rather than harmony.",65.0,Oregon,Applegate Valley,Southern Oregon,True US,"Coming from an extreme coastal vineyard three miles north of Cambria, this cool-climate study offers aromas of blistered cherry tomatoes, Eastern European goulash spices and crushed peppercorns of all colors. It's fresh and lively on the palate, with hints of rose and tart raspberry. At the same time, it's quite vegetal, with green notes that will evolve into more balanced umami flavors from 2017 to 2022.",48.0,California,San Luis Obispo County,Central Coast,True US,"From a vineyard 1,700 feet above the small town of Corralitos comes this tasty wine that begins with aromas of smoked apple, lemon zest, honeysuckle and sea salt, as well as a struck-match element. The palate shows flavors of fresh apple, chamomile and a dusting of crushed vanilla, all set against a chalky grip.",30.0,California,Santa Cruz Mountains,Central Coast,True US,"A blend of fruit sources used for the winery's three single-vineyard wines, this bottling saw no new oak and is light golden in color with reserved notes of mineral, almond, pineapple and lees. Full bodied, rich and layered with a creamy feel, it's appealing now but should have a long life ahead.",35.0,Washington,Washington,Washington Other,True US,"This blend of Syrah, Mourvèdre, Carignan, Counoise, Grenache and Cinsault immediately appeals with its aromas of plum, candied raspberry and garrigue, with no oak influence anywhere in sight. It's fruit laden, focused and supple, with a feel that dazzles the senses and pure fruit flavors that just won't quit.",20.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Whereas many Syrahs from this vintage from the Rocks District show more fruit than usual, this wine is clearly rooted in the stones. It's aromatically expressive with black olive, crushed flowers, mineral, black pepper and an earthy funk. Flavors are silky soft in feel, with a well-balanced mixture of fruit and savory notes that leads to a lingering finish.",40.0,Washington,Walla Walla Valley (WA),Columbia Valley,True US,"Ian Brand explores fringe growing regions to deliver well-priced and fun wines for this label. This shows aromas of tight nectarine and Granny Smith apple, and the flavors are laser-focused with apple skins, yellow grapefruit pith and steely gunmetal. Its intense energy is a little wound up now, but will blossom with time.",22.0,California,Monterey County,Central Coast,True US,"This is an extremely rare beast—a single-vineyard, single-varietal (Pinot Noir), single-vintage sparkling wine. Aged sur lie for 42 months, it draws you into the glass with notes of smoke, raspberry, mineral and nutty spices. The flavors are light and lively with tart, racy acidity and a long, lingering finish.",56.0,Washington,Columbia Gorge (WA),Washington Other,True US,"A deep, dark color, unusually ripe and exotic aromas, and intense flavors recalling boysenberry syrup make this a monster Zin. It's not very tannic or astringent, but the body is so rich and the alcohol relatively high that it oozes power and concentration. This will be great after a meal with cheese or chocolate.",45.0,California,Alexander Valley,Sonoma,True US,"This barrel-fermented wine has opulent aromas of nougat, butterscotch and pear tart. Equally interesting flavors stress the spice and pastry notes rather than straightforward fruitiness. It is attractively rich in mouth feel, dry, full-bodied and grand in style.",30.0,California,Livermore Valley,Central Coast,True US,"This is a straightforward quaffer. Aromas of herbs, jasmine and stone fruit lead to sugary-sweet fruit flavors.",10.0,Washington,Washington,Washington Other,False US,"This wine is a field blend of Syrah, Mourvèdre and Grenache from Bishop's vineyard. Aromas of herbs, berry, cumin and wet copper penny are followed by smooth-feeling dark berry flavors with a tart, mesquite-filled finish.",29.0,Washington,Ancient Lakes,Columbia Valley,False US,"All Merlot, this pale-pink wine offers aromas of herbs, grass and cherry. Though the label suggests otherwise, it drinks off dry, with pit-fruit flavors.",18.0,Washington,Ancient Lakes,Columbia Valley,False US,"Dark, dry and puckering with a stewed plum aroma and flavor, this wine offers a depth of tannin and herbal notes. A blend of 70% Cabernet Sauvignon, 22% Cabernet Franc and 8% Merlot, it spent 20 months in French oak.",22.0,California,Knights Valley,Sonoma,False US,"This Southern Rhône-style blend is roughly half Mourvèdre, 31% Grenache and 17% Cinsault. It's a delicious match-up, with the Mourvèdre underscoring the minerality, and providing grip and texture around the racy red berry flavors of the other two grapes. The wine has a spine of steel, suggesting it will age through 20206–2022.",33.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Savory aromas and flavors combine with a soft texture in this full-bodied wine. It smells smoky and roasted, tastes like pomegranate and cherry juice and has a streak of acidity but not much tannin.",14.0,California,California,California Other,False US,"The Blanc de Noir name would suggest it's a sparkling wine; it is not. The label also reads Estate White Wine. It is not. Rather, it is a rosé of Pinot Noir, lightly orange in color. Flavors recall a Pop Tart sort of pastry, simple and slightly sweet.",15.0,Oregon,Willamette Valley,Willamette Valley,False US,"Vanilla and maple aromas lead to overtly fruity red cherry flavors with a touch of sweetness and a soft texture. It's pleasant to drink for those looking for a soft touch, with very mild acidity and no tannin to speak of.",10.0,California,California,California Other,False US,"From the winery's estate Bell Mountain ranch, a stretch of vineyard that reaches through Alexander Valley to the Russian River Valley, this is mostly Cabernet Sauvignon, blended with Merlot, Cabernet Franc and Petit Verdot. Tight in cranberry and puckering oak, it needs to air before enjoying.",42.0,California,Alexander Valley,Sonoma,False US,"With aromas like sweet vanilla and candied cherries, and similarly syrupy flavors, this might make a better after-dinner wine than a table wine. The acidity and tannins are very subdued, so the overt fruitiness and oaky sweetness take over.",13.0,California,Lodi,Central Valley,False US,"An overpowering aroma of cured meat on the nose recalls walking into an Italian deli, something one associates more readily with Cal-Ital varieties. Super tannic on the palate, the wine is slightly bitter and perhaps underripe.",55.0,California,Napa Valley,Napa,False US,"This GSM blend is soft and muted. It falls flat, with dull fruit and a wash of chocolate.",29.0,Oregon,Oregon,Oregon Other,False US,"A stunning Syrah with 4% Viognier that's almost black in color and aching with deep, dark cherry and black licorice surrounded by a lush, dense herb garden. This is a heavy, rich California Syrah, practically a velvet curtain, that will appeal to Rhône aficionados and anyone with a taste for something big, accentuated by a smoky finish.",36.0,California,Calaveras County,Sierra Foothills,True US,"Quilceda's single-vineyard Bordeaux-style blend is 76% Cabernet Sauvignon, 14% Cabernet Franc, 7% Merlot and 3% Petit Verdot, from a vineyard just across the road from Champoux. Dusty and fragrant, it suggests soft leather, toast, caramel and coconut, hiding its fruit at first in a wash of luxurious barrel flavors. That fruit emerges with some hours of decanting, a tart and racy mix of berry and sweet tomato.",85.0,Washington,Horse Heaven Hills,Columbia Valley,True US,"The Doyenne Métier generally drinks very well right out of the chute, and this 2009 is no exception. Supple and concentrated, this blend of 51% Grenache, 32% Mourvèdre and 17% Syrah is an absolute riot of mixed berry fruit scents and flavors. Full, lush, dense and quite long in the finish, it's a spicy, brilliant bit of winemaking. Can it age? Undoubtedly. But good luck keeping your hands off it!",36.0,Washington,Yakima Valley,Columbia Valley,True US,"This ups the percentage of Cabernet to 60%, with 25% Syrah, 14% Petit Verdot and just 1% Cabernet Franc. Released almost a full year later than the other Long Shadows reds, it is well-integrated and focused, with high-toned black cherry fruit set in dusty tannins. Scents of sandalwood drift through, along with cocoa and spice. As good or even better than the outstanding 2006.",50.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"An outstanding Hellion, 44% Primitivo, 31% Petite Sirah and 25% Zinfandel. It's a complete wine, with a full array of superbly rich berry fruits, a hint of chocolate and fine-grained tannins. Delicious right out of the bottle, but it could be cellared for at least another five years.",22.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This is a high acid style of Chardonnay, reflective of a vintage that was one of the coolest in a decade or more. Crisp and detailed, this offers a classy mix of citrus and apple, wet stone and light baking spices. Hints of nutmeg and cinnamon adorn the fruit, which lingers gently through a citrusy finish.",30.0,Oregon,Willamette Valley,Willamette Valley,False US,"There is a creamy, leesy mouthfeel to this estate-grown Riesling, whose residual sugar is masked with acidity. Tart apple and pear fruit flavors finish with lighter notes of candied orange and citrus.",14.0,Washington,Yakima Valley,Columbia Valley,False US,This is a rare beast from Washington—single vineyard Tempranillo aged in neutral oak coming in at less than 13% alcohol. It's soft and light with notes of red fruit and refreshing acidity that drops off on the back half.,26.0,Washington,Wahluke Slope,Columbia Valley,False US,"Aged in 68% new French oak, the barrel notes take center stage here with aromas of toast and spice. The palate is creamy and full with a viscous feel, tapering in concentration toward the finish.",15.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This is a fine, all-purpose red blend, mostly Cabernet, with time in one-third new French and American oak. Heavily charred, smoky and earthy, it's got a fair amount of dark cassis fruit to carry all the barrel toast and finishes with some notes of bark and stem.",24.0,Washington,Walla Walla Valley (WA),Columbia Valley,False US,"Though this is pure Cabernet from an excellent Walla Walla vineyard, the flavors seem rather harsh and quite astringent. The dark fruit is cloaked in bitter, chalky tannins that require some rich food to cut through.",32.0,Washington,Walla Walla Valley (WA),Columbia Valley,False US,"Sporting a much-improved label design, the 2009 Natasha brings pungent, assertive scents of tomato leaf, pepper and moist earth. Sharp and focused, the fruit is there, though it's the leaf and earth components that stand out. For its earthy style, it's a well-made and complex offering.",40.0,Oregon,Willamette Valley,Willamette Valley,False US,"This is the most complete of the four Prince Hill clonal selection bottlings. It has flavors of cherry, Dr. Pepper, cherry candy and a hint of incense. It's a pleasant, easy-drinking wine best consumed while still young.",50.0,Oregon,Dundee Hills,Willamette Valley,False US,"Despite its single-vineyard designation, this watery effort could be from anywhere. Thin, dilute, barely ripe strawberry fruit vanishes quickly once in the mouth, and there is little trace of any barrel flavors from aging in 20% new French oak.",25.0,Oregon,Willamette Valley,Willamette Valley,False US,"This is soft and easy in texture, light in flavors and slightly sweet. Light to medium bodied, it has very little tannin or astringency, is low in acidity and quiet on the finish.",15.0,California,California,California Other,False US,"Sourced from a single vineyard, this spent 17 months in French oak, 38% new. It's light and spicy, with pleasant fruit flavors of apple and pear.",45.0,Oregon,Eola-Amity Hills,Willamette Valley,False US,"Tangy berry/black cherry fruit is backed with lots of acid and hints of earthy funk. It's not vegetal but it is definitely herbal, a complex and flavorful reserve that falls right between Balboa's regular Syrah and the Sayulita.",28.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Opulence is the reserve Syrah, a firm and juicy wine with dark, smoky, wild berry flavors. It's gamy and brambly, chewy and tart, and it has the length and polish to sustain your interest through glass after glass.",40.0,Washington,Washington,Washington Other,True US,"A nicely crafted debut from a new Walla Walla boutique. The blend—two thirds Cabernet Sauvignon, one third Syrah—is becoming a classic in Walla Walla. This wraps delicious caramel around bright berries and plums. It's nicely focused, smooth and compact, but feels like a wine that will flesh out with a bit more bottle age.",19.0,Washington,Walla Walla Valley (WA),Columbia Valley,True US,"This Cab/Merlot/Syrah blend is very much in a Washington style, with crisp acids and tart berry and currant flavors, wrapped in chocolate and showing a few specks of pepper, presumably from the Syrah. It's solid and well-made and a good example of how Oregon vintners are breaking out of the Pinot box.",17.0,Oregon,Columbia Valley (OR),Oregon Other,False US,"Tart and juicy, this nicely balanced Riesling mixes fruit flavors of orange, Meyer lemon and tangerine. The acids are natural and tangy, and the overall balance is just right.",20.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"A blend of approximately 50% Cabernet Sauvignon, with Merlot, Malbec, Syrah and Petit Verdot making up the remainder, this barbecue-ready wine is scented with dried herb and forest floor components. Brambly berry fruit and tart acids work to balance out the earthy tannins.",25.0,Washington,Horse Heaven Hills,Columbia Valley,False US,"This is 75% Merlot, with Cabernet, Malbec and Syrah comprising the other 25%. Despite all of the components, it tastes like there is a bit of a hole. The fruit is soft and plummy, and the overall balance is excellent.",45.0,Washington,Red Mountain,Columbia Valley,False US,"Light aromas of red fruit, game and vanilla are followed by quite tart puckering fruit flavors. It needs food to counteract the screaming acid.",28.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This light-colored and light-bodied wine combines an earthy, metallic aroma with mildly fruity, candied flavors. Its texture is mild and smooth.",11.0,California,California,California Other,False US,"The aromas are light, with notes of white flowers, green herbs and peach. The flavors are tart and elegant in style, seeming quite watery in concentration.",21.0,Washington,Yakima Valley,Columbia Valley,False US,"High-toned aromatics complement aggressive, unintegrated flavors of raw wood. It's lumber, not toast, that you taste, along with bitter tannins and little evidence of ripe fruit.",85.0,Oregon,Willamette Valley,Willamette Valley,False US,"Strawberry and watermelon highlight a light, creamy palate of vanilla and lemon peel, the freshness maintained by moderate acidity.",24.0,California,Dry Creek Valley,Sonoma,True US,"This 100% varietal wine brings lightly styled aromas of green grass, herb, snap pea and whiffs of green pepper. The palate is full bodied and textured, bringing a sense of richness but never losing its balance. It lingers on the finish.",35.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Medium in build and lengthy with layers of flavor, this vineyard-designate offers a wealth of rhubarb, pomegranate, cherry and black tea, the background built around strong notions of forest floor.",60.0,California,Russian River Valley,Sonoma,True US,"Don't let the playful label fool you, this is an impressive, dry wine. Big, very ripe and fruity, it also has a good grippy texture due to firm tannins and acidity that make it appetizing. The color is quite dark, and the black cherry, blackberry and raspberry flavors run deep.",25.0,California,El Dorado,Sierra Foothills,True US,"Slightly sour Meyer-lemon-pith aromas meet with honeysuckle and yellow pear on the nose of this bottling by veteran Bob Lindquist. There is a strong sizzle of acidity on the sip, where green-apple flavors meet with tart nectarine and lime-peel zip. It's very fresh and food-friendly.",20.0,California,Santa Barbara County,Central Coast,False US,"Black-cherry-cola aromas along with lots of licorice and Dr Pepper spice show on the nose of this bottling from a relatively new winery in northeast Paso Robles. There is slight sweetness to the palate, with baked cherry and baking-spice flavors. Accents of dried blackberry, leather, dried meat and purple flower add complexity.",35.0,California,Paso Robles,Central Coast,False US,"Boisterous blueberry, black cherry and black-currant aromas make for a hedonistic nose on this bottling that also offers a sultry line of cocoa, espresso and clove spice. The palate shows similar layering, from black-cherry compote to herbs to black olives, proving unique overall.",34.0,California,Paso Robles,Central Coast,False US,"This wine is a unique in the state blend and features Cinsault (35%), Grenache (35%) and Mourvèdre. Pale peach in color with a slight bronze tinge, the aromas are light, with notes of strawberry, citrus zest and mineral. The flavors are dry, sleek and high acid. It's a perfect summer wine.",24.0,Washington,Horse Heaven Hills,Columbia Valley,False US,"Fresh-squeezed lemon and jalapeño open the bouquet of this wine, kosher-made in Berkeley by Covenant. With the right pairing, it'll sing, offering medium texture and a lengthy finish, the acidity balanced and in keeping with the fresh elements of tropical fruit and citrus.",24.0,California,Dry Creek Valley,Sonoma,False US,"Floral aromas like lilac and lavender, then dry and substantial flavors like blueberry and boysenberry give this full-bodied wine an interesting personality. It tastes well structured with acidity and tannins, so it's well balanced and has an appetizing sense of reserve that will be great at the table.",25.0,California,Yolo County,Central Valley,False US,"Rich aromas of black cherry, anise seeds and buttered violets greet the nose on this dense bottling of a grape that rarely gets solo treatment. The palate is tarry and grippy, with dried sour cherries, boysenberry, black pepper and tightly grained cedar flavors that approach pine sap.",30.0,California,Santa Ynez Valley,Central Coast,False US,"This solidly good block selection shows shy aromas of dark red and purple fruit with a touch of earth and asphalt. The palate is tart and tight, with a bit of sagebrush nuance.",85.0,California,Santa Cruz Mountains,Central Coast,False US,"A blend of predominantly Merlot and Syrah, this wine offers aromas of raspberries, herbs, plum and vanilla. The flavors are sweet, plump and juicy, delivering a lot of bang for the buck.",10.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"With 58% Mourvèdre, 20% Syrah, 20% Grenache and 2% Counoise grapes from the dry-farmed, head-pruned Old Oak Vineyard (formerly Sheep Camp Creek), this wine shows dried black cherries, pencil lead, uncrushed cloves and nutmeg on the nose. The palate is flatter, with cooked cherries as well as other dried purple and red fruits.",48.0,California,Paso Robles Willow Creek District,Central Coast,False US,"Concentrated in toasted marshmallow and juicy blackberry, this is a large, full-bodied wine marked by puckering tannins that still need time to resolve. Powerfully built, it's big on flavor and intensity, with vanilla on the finish.",40.0,California,Alexander Valley,Sonoma,False US,"Lime pith, sharp gray slate, steel and a warmer lemon-curd aroma show on the nose of this wine from a region between Morgan Hill and Gilroy. Apples and pear-skin bitterness mark the palate that grows riper through the sip.",30.0,California,Santa Clara Valley,Central Coast,False US,"The toast, freshly ground coffee, dark chocolate and cherry aromas pop. Plum and chocolate flavors are smooth in feel and linger on the finish.",12.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This meaty, oaky Sauvignon Blanc, with a trace of Semillon, is slightly bitter with grassy and lemony aromas and flavors coming to the fore.",20.0,California,Santa Clara Valley,Central Coast,False US,"The fruit scents explode from the glass, showing raspberries, blueberries, cherries and plums in profusion. There is more stuffing, especially apparent in the nose and also in the mouth, than in the winery's varietal blends. The back end of the wine suggests bread and chocolate, light hints of toasted almond and cinnamon spice.",40.0,Washington,Horse Heaven Hills,Columbia Valley,True US,"This big, buttery Chardonnay will especially appeal to those who like California-style flavors; here enhanced with the firm acids characteristic of Washington State. There is a generous streak of vanilla cream, a soft and very buttery mouthfeel, yet the fruit has enough precision and focus that the wine does not lose definition. Delicious now, this is a wine to drink over the next three or four years.",18.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Lemon and herb aromas suggest a lean, crisp wine but the flavors are fairly ripe and the texture is rich and soft. Appley, floral and not at all tart, this is pleasant to sip.",12.0,California,California,California Other,False US,"This airy confection has aromas of lemon and vanilla, then almost sweet flavors of butterscotch and lemon cream on a fairly soft texture. It is light to medium bodied.",12.0,California,California,California Other,False US,"Herb, currant, vanilla and tire-rubber aromas are at the fore. The blackberry flavors drink off dry, sweetening toward the finish.",15.0,Washington,Horse Heaven Hills,Columbia Valley,False US,"Perfumed in cinnamon-flowery aromatics, this well-valued Zin is softly spiced, lush and smooth, drinkable with black cherry flavor and plenty of personality.",15.0,California,Contra Costa County,Central Coast,False US,"Spicy red currant fruit comes up quickly, backed with the grape's signature accents of stem and earth. There's a residual flavor of slightly bitter tomato leaf.",28.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This is the winery's Left-Bank-Bordeaux-style blend, three quarters Cabernet Sauvignon. It has a pleasing mix of red and black fruits, licorice, toast and smoke, and spent two and a half years in French oak, 60% new. The wine is quite tasty and drinking well, though the blend lacks focus.",35.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Don't let the label mislead you; this is not a dessert wine. It's off-dry, with a pretty suite of lemon, orange and citrus peel flavors. A whiff of tea runs through the aromas, and a bit of lemon oil in the finish.",11.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"The top cuvée from Mercer Estates, this reserve is a Bordeaux-style blend based upon 64% Merlot, the rest a mix of Cabernet Sauvignon, Malbec and Petit Verdot. A firm entry introduces a solid mid-palate with a mix of black fruits, coffee and toast. The finish is clean and gentle, with moderate persistence.",40.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This young, stainless steel-fermented Chardonnay has a beery hoppiness to the aromas, leading into a tart, juicy and crisp palate of lime and grapefruit. The acids taste of wet stone, and that vivid minerality brings dimension and lift to the finish.",13.0,Washington,Yakima Valley,Columbia Valley,False US,"Quite sweet and quite delicious, this ripe and fruity wine has lots of black plum, dried cherry and raisin flavors, a soft texture and a lingering, berry-pie finish.",30.0,California,Amador County,Sierra Foothills,False US,"This late release sourced from several vineyards dating back to the 1970s and 1980s is thin on the palate, with tart plum, herb, orange peel and of pineapple hints. Low alcohol reflects the cool vintage.",27.0,Oregon,Eola-Amity Hills,Willamette Valley,False US,"Made in the style of a southern Rhône blend (half Viognier and one quarter each Marsanne and Roussanne), this is lightly lemony, with a bit more fat in the middle. None of the three grapes overpowers the others, but the flavors feel a bit generic. Though fermented in stainless steel, it's gold in color and shows some hints of toast.",28.0,Oregon,Rogue Valley,Southern Oregon,False US,"Exceptionally light, this acid-driven wine is all flowers and green apple, with just the slightest reach out to honeycomb-like texture and weight. It'll do well at the table in its unfussy approach and crispness.",30.0,California,Russian River Valley,Sonoma,False US,"Tart and dry, this has a broad flavor that does not express much varietal specificity, with some notes of caramel and butter. Not yet knit together, this could improve significantly with further bottle age.",28.0,Oregon,Dundee Hills,Willamette Valley,False US,"The Dion is a new entry in the long list of Erath single-vineyard wines. It doesn't show much in this difficult vintage. Short and intensely herbal, it has strong scents and flavors of tomato leaf, which override any hint of ripe fruit flavor.",50.0,Oregon,Chehalem Mountains,Willamette Valley,False US,"It's difficult to understand what this is trying to be. Pinot Gris can show some light blush color, but this wine is almost pink. The result is tannic and tart, with a rhubarb-like flavor.",14.0,Oregon,Chehalem Mountains,Willamette Valley,False US,"Soft and sexy, this small-production Pinot is made from Swan-clone grapes exclusively, which provides an intriguing spiciness to the wine. Amid the spice is a brambly taste of blackberry and blueberry, layered and juicy on the palate, the tannins well-ingrained through the finish.",55.0,California,Carneros,Napa-Sonoma,True US,"This very approachable and likable wine puts the typical dried-grass aromas atop stone fruit scents. The palate is very herb-tinged, with parsley, thyme and rosemary finding a nice symbiosis with the riper nectarine and melon flesh.",14.0,California,Arroyo Seco,Central Coast,True US,"Supple and accessible, this Cabernet is bright in acidity and soft in tannins, yet amply structured. The palate is layered with flavors of cherry and cranberry, with a hit of nuanced oak on the finish.",60.0,California,Napa Valley,Napa,True US,"There's an earthy intensity to this reserve wine, generous in oak and cedar notes with complicated, concentrated mix of plum, cherry and berry. Nonetheless, the wine intrigues and delights.",65.0,California,Sonoma County,Sonoma,True US,"This wine delivers on richness of flavor without being overwhelming or overdone. Refined in soft tannins and a core of expressive, juicy blue and black berry fruit, it is seductive and smoky on the finish, sourced mainly from vineyards in the Dry Creek Valley.",15.0,California,Sonoma County,Sonoma,True US,"Serious and concentrated, this is a big and bold wine packed with ripe fruit flavors and firm tannins. It smells oaky and smoky, tastes rich with blackberry and dark chocolate and feels appropriately astringent, dry and full-bodied. Drinkable now, it will be best after 2017.",45.0,California,Alexander Valley,Sonoma,True US,"Cola, dark red fruit, black pepper and oak greet the nose on this blend of 77% Grenache, 19% Syrah and 4% Mourvèdre. The palate is quite structured with firm tannins that could use some mellowing, with flavors of roasted pork, blackberry and prevalent cedar.",40.0,California,Paso Robles,Central Coast,True US,"This wine is a blend of Upland Vineyard Cabernet Sauvignon (50%), Double Canyon Petit Verdot (38%) and McKinley Springs Malbec. It's aromatically reserved, revealing fresh and dried herbs, green pepper, vanilla, cocoa and dark cherry. The dark fruit flavors show a very pretty combination of richness and restraint.",50.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"You'd swear this 100% varietal wine had some Viognier in it, but the orange-peel aromas and flavors are just a hallmark of Yakima Valley fruit. It also features abundant cranberry, mulberry, rose hip and savory notes. The supple feel with light meat accents is where this wine really shines, showing purity, texture and a lot of elegance. Those looking for big fruit, look elsewhere.",25.0,Washington,Yakima Valley,Columbia Valley,True US,"Aged for 30 months in French and American oak (90% new), this wine brings pleasing notes of café au lait, pencil lead, cashew and woodspice. Rich coffee and chocolate flavors are backed by a silky feel, with the wood playing prominent role.",30.0,Washington,Horse Heaven Hills,Columbia Valley,True US,"This strikes a good balance between spicy oak, fruitiness and firm texture. It smells lightly spicy from oak barrels, and also fresh like red cherry and sweet plums. Rich and layered in feel, it finishes dry and full bodied. Not overblown, it has just the right mix of elements for the dinner table.",33.0,California,Sierra Foothills,Sierra Foothills,True US,"This energized white wine has a German accent. Aromas recall honey, honeysuckle, tart apple and pineapple, and the flavors are like orange zest—tart, crisp and slightly bitter in a good way. This blend of Kerner, Gewürztraminer, Riesling and Bacchus grapes should be brilliant with rich shellfish. It was barrel-fermented in 60% new oak, which one can't so much taste as feel subtly.",22.0,California,California,California Other,True US,"The color of decades-aged Chardonnay, medium-to-dark straw, this dessert wine is rich in toasted almonds and hazelnuts, with secondary flavors of baked apple and stone fruit. Mouthfillingly rich, it remains balanced and complex, lingering on the finish in baking spices.",45.0,California,Chalk Hill,Sonoma,True US,"Coming from one of the appellation's most consistent producers, this offers a tight, restrained nose of blackberry and licorice. It's also tight and bright on the palate, with refreshing flavors of black cherries and crushed rocks. An expert balance of tannins and acidity gives the mouth a clean wash.",38.0,California,Paso Robles,Central Coast,True US,"Extra dark in color, this has equally attention-getting dark chocolate and espresso aromas, rich black currant and blackberry flavors, and a firm, generously tannic texture. Although tempting to drink now, this will improve in complexity and smoothness through 2017.",39.0,California,Livermore Valley,Central Coast,True US,"A fairly dark and dense nose of boysenberry and smashed graphite entertain the nose on this blend of 50% Syrah, 45% Grenache and 5% Mourvèdre, which is named after San Jose-based winemaker Adam Comartin's daughter. The palate is very iron-driven and minerally, with more boysenberry fruit and some concentrated violets giving nuance.",32.0,California,Santa Ynez Valley,Central Coast,False US,"From a 10-acre site called Scopus farmed by Ulises Valdez, this wine is rich and golden in color, given time to barrel-ferment and develop layers of fulsome complexity. Oaky, it has weight and depth, veering into ripe tropical notes and vanilla as it develops in the glass.",38.0,California,Sonoma Mountain,Sonoma,False US,"Blackberries, violet and black-slate aromas mix with a bit of soy sauce on this blend of 62% Cabernet Sauvignon, 20% Mourvèdre and 18% Grenache, grown in what today is known as the San Miguel District of Paso Robles. Juicy flavors of black raspberry and licorice combine for an easy-quaffing palate.",42.0,California,Paso Robles,Central Coast,False US,"Syrah (51%) makes up most of this wine with the balance Merlot (35%), Cabernet Sauvignon (10%), Malbec (2%) and Petit Verdot. Vanilla, baking spice and plum aromas are followed by sweet blue-fruit flavors that go down easy.",18.0,Washington,Yakima Valley,Columbia Valley,False US,The aromas of lime leaf and peach are bright and appealing. It drinks medium sweet with a finish that lingers.,9.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This Cabernet Franc (70%) and Merlot blend brings aromas of green herbs, dark chocolate, flowers and a mixture of red and black fruit. It's soft in feel with polished fruit and barrel flavors that linger.",12.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"The aromas offer barrel spices, toast, black licorice and red fruit while the palate brings dark fruit flavors with a grainy feel. The oak (100% new French) juts out a bit and overrides the fruit.",35.0,Washington,Wahluke Slope,Columbia Valley,False US,"The Nashville-based R.S. Lipman Company, formerly just a Tennessee distributor, comes west for this deal of a wine, with lime blossoms, pink grapefruit and Gala apple slices on the nose. The palate is clean, crisp and rounded with lime spritzer and green-apple flavors.",15.0,California,Santa Barbara County,Central Coast,False US,"A blend of 58% Cabernet Sauvignon with 21% Merlot, 8% Petit Verdot, 5% Cabernet Franc, 5% Malbec and 3% Syrah, the Frog Prince offers juicy blackberry and cherry around dusty, softened tannins and oak. Approachable now, it finishes awash in dried herb.",35.0,California,Napa Valley,Napa,False US,"A tight nose of boysenberry and pepper shows on this wine from a boutique, artistically labeled SoCal wine project by Ian Sergy and Zach Jarosz. The palate is light and texturally intriguing, with flavors of squeezed berries and crushed oregano, showing bright energy on the sip.",40.0,California,Santa Ynez Valley,Central Coast,False US,"Purple fruit aromas of blueberry, blackberry and boysenberry are given complexity with Indian spice, hot asphalt and beef char on the nose of this blend of 88% Syrah and 12% Grenache. The palate is full of crushed herbs, from oregano to thyme to marjoram, with just a tiny shred of cranberry fruit and lots of pine sap and even bell pepper.",44.0,California,Paso Robles,Central Coast,False US,"Sunflower-gold in color, this heady, hedonistic Chardonnay brims with aromas of toasted brioche, lemon and herb. Bright and completely balanced, it invites sip after sip until there simply is no more. Concentrated and complex it finishes dry, lingering in beautiful layers on the tongue.",75.0,California,Russian River Valley,Sonoma,True US,"Sourced from the best barrels made at the winery in 2013, this off-dry reserve checks in with roughly 30 g/L residual sugar, and plenty of acidity to more than balance it out. It's sweet, tart and sappy, with concentrated, juicy flavors of Meyer lemon, grapefruit and tangerine. It feels full-bodied and roundly fruity, then continues to extend itself with concentrated details of mineral and acid. A wine of exceptional power and length.",32.0,Oregon,Willamette Valley,Willamette Valley,True US,"Fresh in mouthwatering minerality, this is positively bright, balanced and layered in lingering notes of lemon curd, green apple and just-picked vanilla bean. It is a gloriously delicate wine that's named for one of Marimar's beloved Springer Spaniels, made from one block planted to a selection of the See clone.",43.0,California,Russian River Valley,Sonoma,True US,"The producer travels to Stagecoach Vineyard on Atlas Peak to source 55% Cabernet Sauvignon, 38% Syrah and 7% Malbec, making for a softly layered wine with plenty of structure. Crisp red currant and plum dance around savory specks of cedar and toasty oak.",70.0,California,Napa Valley,Napa,False US,"Nearly equal parts Merlot and Cabernet Franc, this dusty red also makes use of 26% Syrah, 3% Cabernet Sauvignon and 3% unidentified as other. A straightforward wine, it's juicy in blackberry and chalky chocolate.",22.0,California,Napa Valley,Napa,False US,"A single vineyard expression from this winery's newish vineyard, this shows pressed purple flowers, deep blueberries and a touch of tar on the nose. The flavors are dense, dark and framed by strong tannins, with elderberry, pencil lead and deep lilac syrup gaining intrigue from white sage, white pepper and raw beef tones.",35.0,California,Paso Robles,Central Coast,False US,"Lots of fresh apple flavors, a crisp balance and smooth mouthfeel make this light-bodied wine refreshing and fun to drink. It has some richness on the midpalate and finish, but basically keeps its lively, tangy personality going.",17.0,California,California,California Other,False US,"Sharp aromas of peach blossoms, honeyed nuts and lemon balm make for a fruity yet biting nose on this blend of 58% Grenache Blanc from Happy Canyon and 42% Viognier from San Luis Obispo County. Ripened stonefruit flavors are cut with a sizzle of acidity and warmth of sea salt and candied Meyer lemon on the palate.",24.0,California,Central Coast,Central Coast,False US,"A clear, light-bodied wine that's slightly reduced on the nose, this Spring Mountain site provides a tightness of black tea and cherry cola, with a leanness that's hard to miss. Leather, currant and baked bread add additional complexity and intrigue.",55.0,California,Spring Mountain District,Napa,False US,"Simultaneously light yet earthy, this shows cherry pie, concentrated pomegranate, whole nutmeg, buttery crust and intriguing brown spices on the nose. There is a bit less action on the palate, but still plenty of tart cherries, tobacco and brown spice elements.",45.0,California,Sta. Rita Hills,Central Coast,False US,"Blueberry, grapeseed, leather, cigar box and concentrated lavender combine for an elegantly intriguing nose on this bottling from a winery between Morgan Hill and Gilroy. The palate is fresh and rather light, with plums, figs, crushed peppercorns and a forest floor/pine needle intrigue.",24.0,California,Santa Clara Valley,Central Coast,False US,"Fresh and tempting, this has a hot-pink color and flavors like watermelon and cherry. With medium body and even a light touch of tannin, it's more meaty than many rosés, so you can serve it with the meal as well as for an apéritif.",25.0,California,Livermore Valley,Central Coast,False US,"Sanguine in cedar, pencil lead and tea, this wine's elegant opening gives way to ripe black fruit and thick, burly tannins. The finish is marked in vanilla oak and a taste of cigar.",65.0,California,Napa Valley,Napa,False US,"Lightly smoked stone fruit and apple blossoms greet the nose on this bottling of 50% Marsanne and 50% Grenache Blanc. The palate is much more interesting, with lemon sorbet and ripe apples clinging to a steely centerline that shows flashes of flint and gunmetal.",28.0,California,Paso Robles,Central Coast,False US,"This long-aged blend of 67% Syrah and 33% Petite Sirah is plump on the oaky nose with condensed rose petal, chocolate cake and violet aromas. The palate starts with ripe black cherries but then settles into an asphalt-laden midpalate, finishing with chocolate-chip cookies and a graphite tension.",25.0,California,Paso Robles,Central Coast,False US,"Playful and nearly effervescent on the nose with lemon-lime soda notes and a sparkling pear-cider character, this bottling also shows aromas of pink grapefruit and pink lemonade sorbet. Tart lime and lemon verbena pop on the palate as does melon pith, with a slight herbal character on the finish.",20.0,California,Edna Valley,Central Coast,False US,"This wine could be labeled a Cabernet Sauvignon, which makes up 83% of the blend, with the rest Merlot. The aromas of fruit leather, dried blackberry, black licorice and medicine cabinet are bright, though they seem considerably more evolved than the wine's age might indicate. The black-fruit flavors display a sense of balance that carries through the finish. Drink now.",55.0,Washington,Red Mountain,Columbia Valley,False US,"Aromas of blue and purple fruit mix with notes of dried thyme and black pepper. The flavors are tart and elegant, showing a good sense of balance and restraint, with a finish that lingers.",30.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Half Cabernet with the rest Syrah, Cabernet Sauvignon, Merlot, Mourvèdre and Petit Verdot, this wine opens with aromas of sweet barrel spices followed by dried red and black fruit. The palate is fruit-forward and flavorful, bringing you back for another sip.",29.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Mourvèdre and Syrah each make up a third of this wine with the rest Grenache and Viognier. The latter (12%) shows itself prominently on the aromas, with perfumed notes of purple flowers and orange peel that are followed by purple fruit, vanilla, coffee and spice. The palate offers elegant, yet sweet and flavorful pomegranate and cranberry flavors with pleasing spice accents.",30.0,Washington,Horse Heaven Hills,Columbia Valley,False US,"A mountaintop vineyard in a cool year delivers the expected lighter elegance, offering a complicated and fascinating array of aromas, from incense and white pepper to patchouli and potpourri. The palate starts with sour cherries before the herbal lift of fennel and dill arrives, proving a light, curious and tasty wine.",32.0,California,Santa Cruz Mountains,Central Coast,False US,"Merlot (55%) and Cabernet Sauvignon (40%) make up the majority of this wine with the balance Malbec. Vanilla, barrel spice and dark-fruit aromas are followed by saturated black-fruit flavors that linger. The oak gets a bit out-front but the wine still has much to offer.",35.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Blue-fruit aromas intermingle with vanilla and other barrel spices. The coffee and plum flavors are full and supple in feel, followed by a tart finish. The wood seems a bit primary but the fruit and feel is still hard to ignore.",33.0,Washington,Horse Heaven Hills,Columbia Valley,False US,"Bright aromas of freshly roasted coffee beans, brown stems, dried herbs, purple flowers, mineral and black pepper are followed by ethereally light fruit and savory flavors that focus on elegance. This wine provides plenty of interest but the finish seems a bit clipped. It might lengthen out with aging.",45.0,Washington,Walla Walla Valley (WA),Columbia Valley,False US,"Coming from one of the state's premier Syrah vineyards, this warm-vintage wine seems aromatically quiet, with light aromas of funk, earth, red berries and coffee. Flavors are generous and ripe, with the alcohol occasionally poking out.",45.0,Washington,Yakima Valley,Columbia Valley,False US,"The aromas of flowers, mineral, peach and almond are initially light but pleasing. The stone-fruit flavors are full bodied and sweet, pulling up ever so slightly on the finish.",35.0,Washington,Yakima Valley,Columbia Valley,False US,"Examples of this variety are rare in the state. Aromas pop with heaping amounts of fresh flowers and orange peel that are reminiscent of freesia in their intensity. The coffee and blue-fruit flavors are smooth and sultry, showing pleasing depth.",50.0,Washington,Snipes Mountain,Columbia Valley,False US,"Single vineyard, 100% varietal Malbec can be spot on, and this succeeds with a balanced flavor profile of mixed berries and earthy tannins. There's a hint of volatility, that quickly blows off. Decanting for an hour or so is advised.",35.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Thick, heavy, potent and mouth-coating, this is a liquorous, almost syrupy wine, sure to please those who like big fruit, big tannins, and big barrel flavors. Chocolate, espresso, tar and bourbon barrel flavors dominate, in keeping with the house style.",28.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This is a blend of 67% Syrah and 33% Cabernet Sauvignon from Red Willow and Dineen, respectively. Though it falls on the lighter side for Washington Syrah, it's proportionate and pleasing, with strawberry fruit, mocha and toast. Tannins are fine and slender; though drinking well now, this could be cellared for awhile longer.",34.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"All black cherry and blueberry jam, this South Coast Syrah is fruity and spicy, full and fleshy with pepper and cinnamon spice and a teaspoon of black tea playfully showing through. Consistent throughout, a wine that's easy to like and complex at the same time. It spent close to two years in French oak, 30% of it new.",44.0,California,Temecula Valley,South Coast,False US,"Broadly fruity, this dark and smooth Merlot is loaded with a luscious mix of black fruits. The flavors play out in forward, accessible fashion, flecked with a pleasing minerality.",50.0,Washington,Yakima Valley,Columbia Valley,False US,"Spicy and bright, with an almost-too-ripe note to the fruit. Sweet ripe berries are joined by hints of sweet tomato and fecund, autumnal flavors, suggesting that this Syrah should be consumed sooner rather than later.",24.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Conflict is two thirds Cabernet Sauvignon, 25% Merlot, and 8% Cabernet Franc. Smoke wreathes around deep cherry candy flavors, leading into some chewy tannins dusted with savory herbs.",55.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This lush Chardonnay has a certain oiliness to the aromas, along with dusty, toasty components that ride through a soft, plush mid-palate. The fruit is a rich mix of peach and apricot, highlighted with toasted hazelnuts, vanilla and coconut.",30.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This is 89% Cabernet Sauvignon, 8% Merlot and 3% Syrah. It's toasty to the max, with scents and flavors of coffee and smoke as much as berry and cassis. There is great acid/tannin balance and some additional years of bottle age should help to bring out more of the fruit.",45.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This wine is mostly Sémillon, with Sauvignon Blanc filling in the rest. It's one of the rare white wines from the Walla Walla AVA, graceful, full-bodied and tasting of fig and green banana. Just recently bottled, it still carries a bit of yeast in the nose and in the finish. Give it another few months to pull itself together.",20.0,Washington,Walla Walla Valley (WA),Columbia Valley,True US,"This 95% Cabernet Sauvignon with the balance of Merlot, Syrah and Malbec, is immediately accessible with notes of char, roasted coffee bean and cherry. The palate is rich, chocolaty and seamlessly stitched together.",30.0,Washington,Horse Heaven Hills,Columbia Valley,True US,"In many ways, this is a fascinating sip, but the components are a bit confusing altogether. Aromas of minty berries, tobacco, rustic leather and a very strong camphor scent introduce the nose, and then a lively, quite foamy acidity consumes the palate, where flavors of sweet berries are cut by garden herbs and pepper. It's a little too overpowering.",29.0,California,Cucamonga Valley,South Coast,False US,"This medium-bodied wine is very fruity in aroma, and exudes ripe pear and fig flavors. Add in creamy vanilla accents and a very soft texture and the effect is almost sweet.",12.0,California,Lodi,Central Valley,False US,"This is a juicy and formidably tannic version of the variety, from a famed vineyard known also for Zinfandel. Dry oak and intrusively harsh texture need mellowing before the more gentle notions of dried herb and black cherry can shine.",70.0,California,Calistoga,Napa,False US,"Fermented entirely in stainless steel, this is a simple, tropically sweet wine, characterized by mango, pineapple and juicy melon.",13.0,California,Sonoma County,Sonoma,False US,"This full-bodied wine has earthy, woodsy aromas, ripe and mature fruit flavors and a broad, almost soft texture. It's very mouth-filling and smooth, and will please people who like a little rusticity in their wines.",29.0,California,Lodi,Central Valley,False US,"Rather vegetal aromas of jalapeño and bell pepper mix with red fruit on the nose of this bottling. Those same bell peppery notes carry through the palate, which is intriguing but will likely confuse many drinkers.",26.0,California,Paso Robles,Central Coast,False US,This is a simple representation of the variety: medium in acidity and weight and a roundness of appropriate apple and pear that finishes flat.,20.0,California,Russian River Valley,Sonoma,False US,This crisp Chardonnay has a disjointedness about it. Its aroma and flavor is most akin to Lemonheads candy.,15.0,California,Dunnigan Hills,Central Valley,False US,"This unusual wine offers aromas of nori, dried flowers, bittersweet chocolate and cherry cola. It's full flavored with a lightly tacky feel.",60.0,Washington,Horse Heaven Hills,Columbia Valley,False US,"Cherry, raspberry and vanilla combine for an inviting mix of ripeness and sweet bouquet. A fruity component also sits nicely atop this structured wine marked by soft, fine tannins. The finish is robust in black pepper and clove.",15.0,California,Oakville,Napa,False US,"This wine displays generous aromas of white pepper, woodspice, raspberry and cherry. The flavors are elegant with a peppery finish.",30.0,Washington,Yakima Valley,Columbia Valley,False US,"Robust and brawny, this substantial offering features concentrated layers of smoke, leather and sage-inflected tannins. It finishes in a wrapping of bittersweet chocolate.",25.0,California,Oakville,Napa,False US,"This blend of Merlot, Cabernet Sauvignon, Cabernet Franc, Petit Verdot and Syrah shows a somewhat uneasy mix of woodspice, green herb and cherry aromas. Flavors are pleasant, lighter in style and easy drinking, with a refreshing finish.",14.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"This is Provence pink in color—light and just slightly shaded with copper. It smells floral and fruity, like watermelon, canteloupe and cucumber. The balance is on the sweet side, lending a softness in texture.",18.0,California,Amador County,Sierra Foothills,False US,"A 100% varietal wine, this opens in floral violet perfume, delicate notions that are soon overpowered by the chock-a-block blackberry and plum. The tannins are robust and still integrating, giving the wine a somewhat harsh feel.",35.0,California,Calistoga,Napa,False US,The flower and peach aromas are quite subdued for the variety. The stone-fruit flavors provide more generosity while still displaying elegance.,24.0,Washington,Columbia Valley (WA),Columbia Valley,False US,"Dark in color, intense in fruit flavor and firmly packed with tannins, this blockbuster Bordeaux-style blend feels massive and grippy. It tastes like cranberry and blackberry, leaving astringency on the palate that will match up to the richest foods. Age a few bottles through 2019 to see how it matures.",25.0,California,North Coast,North Coast,False US,"This wine is made in a ripe forward style, with lightly volatile aromas of apple, plum and dark raspberries. It's full bodied and pulls no punches as generous red and black-fruit flavors with cocoa accents show some warmth on the finish.",35.0,Washington,Wahluke Slope,Columbia Valley,False US,"A mild current of cinnamon, clove and tobacco provide a spicy entry into this wine, backed up by a fruity mid-palate. Medium weight and body give it some power and substance, while on the finish, it comes under an herbaceous light.",27.0,California,Dry Creek Valley,Sonoma,False US,"One of the best Stoller Vineyard designates from anywhere, this bright and spicy effort is bursting with flavors of red currants, accented with smoky chocolate. Tannins are fine tuned and the wine has excellent balance throughout.",30.0,Oregon,Dundee Hills,Willamette Valley,True US,"This is done in an open, palate-friendly style, with rich, generous black fruits accented with cocoa, coffee and caramel. There's a streak of vanilla custard also, and the fruit has enough depth and mass to hold up through a satisfying finish.",29.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"A faint hint of pink shines on this sparkler named after the winery owners' dog. Aromas of fresh melon and slight peach lead to a faint cherry note upon sipping and creamy mouthfeel, followed by plum skin tartness and a yeasty, sour bitterness.",40.0,California,Santa Cruz Mountains,Central Coast,False US,"Vibrantly fruity, it offers aromas of currant, raspberry, celery stalk and spice. The palate has tart cranberry flavors, finishing a bit short.",35.0,Oregon,Rogue Valley,Southern Oregon,False US,"Soft and supple, this has a heavy streak of spearmint and an herbal finish that also offers dark black cherry and ripe, leathery tannins.",40.0,California,Russian River Valley,Sonoma,False US,"This is a fairly light, bright Pinot Noir with the marks of a ripe year and time spent in oak. It is crafted under the guidelines of a certified sustainable grape growing program. Medium-bodied and juicy, it's fairly priced and ready to enjoy now.",29.0,California,Sonoma Coast,Sonoma,False US,"This vineyard has proven it can ripen good Malbec, but here it seems as if something has gone sideways. There is a gluey scent underneath the blackberry fruit, and the wine seems chalky and disjointed in the mouth, with more of the band-aid flavors in the finish.",26.0,Washington,Wahluke Slope,Columbia Valley,False US,"This is a pretty wine, and the initial flavors are soft and mature, suggesting a wine that's ready to drink now. In the mouth it falls away quickly with a slightly oxidized character that suggests an early fade is on the way. It's gentle and drinks well enough right now, with some barrel notes of caramel and coffee beefing up the finish.",30.0,Oregon,Willamette Valley,Willamette Valley,False US,"An exotic bouquet suggests dried roses, brown sugar, cranberry and plum jam. There's a sweetness in the mouth that continues the impression of brown sugar, or maybe a streak of cola. It's an interesting bottle that could develop further or fall off a cliff; it turns a little funky in the finish. More than 12,000 cases were made.",37.0,Oregon,Dundee Hills,Willamette Valley,False US,"A light entry holds flavors of strawberry and tomato leaf, then turns tannic. Chewy and earthy, with more than a hint of seed and stem, this wine comes from biodynamically farmed grapes that add some earthy nuances, but put too much emphasis on green tea, stemmy flavors.",75.0,Oregon,Dundee Hills,Willamette Valley,False US,"This thick, concentrated wine offers complex notions of sandalwood and soapstone, savory in pleasant ways. Clove accents the warmth of strawberry compote laced in rhubarb.",30.0,California,Russian River Valley,Sonoma,True US,"An attractive, oaky perfume and melt-in-the-mouth fruit and dark-chocolate flavors make this full-bodied wine hard to resist. It has a luscious, mouth-coating texture, beautifully ripe blackberries and cherries, and a lingering finish.",30.0,California,Livermore Valley,Central Coast,True US,"Although one of the cheaper Zins in the winery's line-up, it is showing the best right now, so drink up. Black cherry, licorice, smoked beef and a deep hibiscus note make for a very heady nose. There is a dense yet soft character to the well-structured palate, where strong flavors of blueberry, crushed slate, tobacco, leather and wild herbs make a tasty convergence.",19.0,California,Paso Robles,Central Coast,True US,"This sensational effort was fermented and briefly aged in neutral oak. The striking package sets it apart from all other Rex Hill wines, and the rich, complex flavors add to the impression that this is something truly special. Red berries, blood orange, a touch of Grand Marnier, impressive body and spicy highlights all combine in a darn near irresistible rosé with the power to be a four season wine.",24.0,Oregon,Willamette Valley,Willamette Valley,True US,"This rich, rewarding wine pleases in baked blueberry pie and a taste of raisin cake, its texture underlined in soft, integrated oak and a velvety density. Cinnamon, black pepper and toffee weave within the waves of ripeness.",32.0,California,Napa Valley,Napa,True US,"The vineyard source for this tasty wine is farmed by a fifth-generation Japanese-American originally from California's Central Valley. Tightly wound in oak and tannin, it opens pleasantly to reveal a wealth of rose petals, earth and youthful ripe, dark cherry. With moderate acidity and body, it lingers on the palate.",48.0,California,Russian River Valley,Sonoma,True US,"A fresh-baked bread aroma and flavors like butter and baking spices make this full-bodied wine very attractive. It has ample acidity to balance the rich texture, and a lingering finish that completes the classic profile.",50.0,California,North Coast,North Coast,True US,"Pamplin's admirable focus on its pair of Bordeaux-style blends is rather rare. This is the more expensive of the two, and a fine, fat, forward bottling in this warm vintage. It's three-quarters Cabernet Sauvignon, with lovely fruit that's compact upon opening, fleshing out with air time. Clean, dense and focused, it is bright with berry and cassis flavors, plus subtle barrel notes.",55.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"This is pure single-vineyard Syrah, dark and tasting of cassis and blackberry, with a slightly briny, oyster-shell undercurrent. As it breathes, it displays a cured meat flavor, with a lively, citrusy finish accented by espresso.",34.0,Washington,Walla Walla Valley (WA),Columbia Valley,True US,"This Merlot-dominated blend features juicy berry flavors and tart, citrusy acids. It has gentle details of pepper, herb, lemon verbena and orange peel. It's a pleasure to see more elegant complexity in these latest Spring Valley reds.",50.0,Washington,Walla Walla Valley (WA),Columbia Valley,True US,"“Rhône times three” seems to be the code name for this classy blend of Grenache, Mourvèdre and Syrah. It takes the best from each grape, creating a rich, pure, high-acid wine with a zingy berry flavor, plus a mineral underpinning and earthy, coffee-soaked tannins.",30.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"Styled after the great white wines of Bordeaux, this is fresh and clean, with luscious mixed fruit flavors that emphasize apple and melon. A cooler vintage has produced a wine of low alcohol and real finesse, with a light dusting of toasty oak. Given its impeccable balance, it could be cellared for another 6–8 years.",37.0,Washington,Columbia Valley (WA),Columbia Valley,True US,"A blend of 58% Syrah, 38% Cabernet Sauvignon and 4% Mourvèdre, this combinins power with a big yum factor. Potent and rich, with woody, spicy highlights, the juicy fruit flavors favor blackberry and black cherry. A whiff of smoke runs through the finish.",37.0,Washington,Red Mountain,Columbia Valley,True US,"This wine offers perfumed aromas of clove, blue fruit, orange peel, toast and wild flowers. The flavors show restraint, with fruit and barrel flavors lingering on the finish.",25.0,Washington,Yakima Valley,Columbia Valley,False ================================================ FILE: tests/integration/__init__.py ================================================ ================================================ FILE: tests/integration/advanced/__init__.py ================================================ ================================================ FILE: tests/integration/advanced/test_array.py ================================================ import unittest import numpy as np import pandas as pd from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, code_from_json_ai, predictor_from_code, predictor_from_problem # noqa np.random.seed(0) class TestArrayTarget(unittest.TestCase): def _test_array(self, df): train_idxs = np.random.rand(len(df)) < 0.8 train = df[train_idxs] test = df[~train_idxs] predictor = predictor_from_problem(df, ProblemDefinition.from_dict({'target': 'output', 'time_aim': 80, })) predictor.learn(train) predictor.predict(test) def test_0_num_array(self): """ Tests numerical array input and output. """ # task: learn to emit next `arr_len` numbers given any numerical array input of length `arr_len` df = pd.DataFrame() arr_len = 4 df['input'] = [[row + i for i in range(arr_len)] for row in range(200)] df['output'] = [[row + i + arr_len for i in range(arr_len)] for row in range(200)] self._test_array(df) def test_1_cat_array(self): """ Tests categorical array input and output. """ # task: learn to reverse the `arr_len`-length input array. df = pd.DataFrame() arr_len = 4 df['input'] = [[chr(65 + i + row % 4) for i in range(arr_len)] for row in range(200)] df['output'] = [[chr(65 + i + row % 4) for i in range(arr_len)][::-1] for row in range(200)] self._test_array(df) ================================================ FILE: tests/integration/advanced/test_custom_modules.py ================================================ from lightwood.api.high_level import json_ai_from_problem, code_from_json_ai, predictor_from_code, load_custom_module from lightwood.api.types import JsonAI, ProblemDefinition import unittest import os import pandas as pd test_err_message = 'This ! Is ! A ! Testing ! Error !' mdir = os.path.expanduser('~/lightwood_modules') def create_custom_module(module_name, module_code): with open(module_name, 'w') as fp: fp.write(module_code) load_custom_module(module_name) os.remove(module_name) class TestBasic(unittest.TestCase): def test_0_add_throwing_cleaner(self): module_code = """ import pandas as pd def throwing_cleaner(data: pd.DataFrame, err_msg: str): assert isinstance(data, pd.DataFrame) raise Exception(err_msg) """ create_custom_module('custom_cleaners.py', module_code) # Create base json ai df = pd.read_csv('tests/data/hdi.csv').iloc[0:400] json_ai = json_ai_from_problem(df, ProblemDefinition.from_dict({'target': 'Development Index', 'time_aim': 20})) # modify it json_ai_dump = json_ai.to_dict() json_ai_dump['cleaner'] = { 'module': 'custom_cleaners.throwing_cleaner', 'args': { 'err_msg': f'"{test_err_message}"' } } json_ai = JsonAI.from_dict(json_ai_dump) # create a predictor from it code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) try: predictor.learn(df) except Exception as e: assert str(e) == test_err_message return raise Exception('Predictor did not contain modified function!') def test_1_add_analyzer_block(self): mname = 'custom_analyzers' cname = 'ExampleAnalysis' module_code = f""" from lightwood.analysis.base import BaseAnalysisBlock class {cname}(BaseAnalysisBlock): def __init__(self, deps=tuple()): super().__init__(deps=deps) def analyze(self, info, **kwargs): info['test'] = 'test' return info def explain(self, row_insights, global_insights, **kwargs): row_insights['test'] = 'test' return row_insights, global_insights """ create_custom_module(f'{mname}.py', module_code) # Create base json ai df = pd.read_csv('tests/data/hdi.csv').iloc[0:400] json_ai = json_ai_from_problem(df, ProblemDefinition.from_dict({'target': 'Development Index', 'time_aim': 20})) # modify it json_ai_dump = json_ai.to_dict() json_ai_dump['analysis_blocks'] = [{ 'module': f'{mname}.{cname}', 'args': {} }] json_ai = JsonAI.from_dict(json_ai_dump) # create a predictor from it code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) predictor.learn(df) row_insights = predictor.predict(df) assert predictor.runtime_analyzer['test'] == 'test' assert row_insights['test'].iloc[0] == 'test' ================================================ FILE: tests/integration/advanced/test_text_input.py ================================================ from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import predictor_from_problem import pandas as pd import unittest class TestText(unittest.TestCase): def test_0_train_and_predict_bypass(self): df = pd.read_csv('tests/data/tripadvisor_binary_sample.csv')[:100] predictor = predictor_from_problem(df, ProblemDefinition.from_dict({ 'target': 'Label', 'time_aim': 40 })) # Test with a short time aim predictor.learn(df) predictions = predictor.predict(df) for x in predictions['prediction']: assert x is not None # Comment back in when we can reduce the time for these more, for now this is impossible # Datasource building for LGBM /w text just takes too long def test_1_train_and_predict_model(self): df = pd.read_csv('tests/data/wine_reviews_binary_sample.csv')[:100] predictor = predictor_from_problem(df, ProblemDefinition.from_dict({ 'target': 'label', 'time_aim': 40 })) # Test with a longer time aim predictor.learn(df) predictions = predictor.predict(df) for x in predictions['prediction']: assert x is not None ================================================ FILE: tests/integration/advanced/test_timeseries.py ================================================ import random from datetime import datetime from datetime import timedelta import unittest import numpy as np import pandas as pd from typing import List from scipy import signal from sklearn.metrics import r2_score from lightwood.api.types import ProblemDefinition from tests.utils.timing import train_and_check_time_aim from sktime.forecasting.base import ForecastingHorizon from sktime.forecasting.statsforecast import StatsForecastAutoARIMA as AutoARIMA from dataprep_ml.splitters import stratify from lightwood.api.high_level import json_ai_from_problem, code_from_json_ai, predictor_from_code, predictor_from_problem, predictor_from_json_ai # noqa from lightwood.mixer.sktime import SkTime np.random.seed(0) class TestTimeseries(unittest.TestCase): def check_ts_prediction_df(self, df: pd.DataFrame, horizon: int, orders: List[str]): for idx, row in df.iterrows(): lower = [row['lower']] if horizon == 1 else row['lower'] upper = [row['upper']] if horizon == 1 else row['upper'] prediction = [row['prediction']] if horizon == 1 else row['prediction'] assert len(prediction) == horizon for oby in orders: row[f'order_{oby}'] = [row[f'order_{oby}']] if horizon == 1 else row[f'order_{oby}'] assert len(row[f'order_{oby}']) == horizon assert not any(pd.isna(row[f'order_{oby}'])) for t in range(horizon): assert lower[t] <= prediction[t] <= upper[t] def split_arrivals(self, data: pd.DataFrame, grouped: bool) -> (pd.DataFrame, pd.DataFrame): train_ratio = 0.8 if grouped: group = 'Country' train = pd.DataFrame(columns=data.columns) test = pd.DataFrame(columns=data.columns) for g in data[group].unique(): subframe = data[data[group] == g] length = subframe.shape[0] train = pd.concat([train, subframe[:int(length * train_ratio)]], ignore_index=True) test = pd.concat([test, subframe[int(length * train_ratio):]], ignore_index=True) else: train = data[:int(data.shape[0] * train_ratio)] test = data[int(data.shape[0] * train_ratio):] return train, test def test_0_time_series_grouped_regression(self): """Test grouped numerical predictions, with anomalies and forecast horizon > 1 """ data = pd.read_csv('tests/data/arrivals.csv') train, test = self.split_arrivals(data, grouped=True) target = 'Traffic' order_by = 'T' window = 5 for horizon in (1, 2): jai = json_ai_from_problem(train, ProblemDefinition.from_dict({'target': target, 'time_aim': 30, 'anomaly_detection': True, 'timeseries_settings': { 'use_previous_target': True, 'allow_incomplete_history': True, 'group_by': ['Country'], 'horizon': horizon, 'order_by': order_by, 'period_intervals': (('daily', 7),), 'window': window }})) sktime_mixer_idx = None for i, mixer in enumerate(jai.model['args']['submodels']): if mixer["module"] == 'SkTime': sktime_mixer_idx = i if sktime_mixer_idx: jai.model['args']['submodels'][sktime_mixer_idx] = { "module": "SkTime", "args": { "stop_after": "$problem_definition.seconds_per_mixer", "horizon": "$problem_definition.timeseries_settings.horizon", "model_path": "'trend.TrendForecaster'", # use a cheap forecaster "hyperparam_search": False, # disable this as it's expensive and covered in test #3 }, } code = code_from_json_ai(jai) pred = predictor_from_code(code) # Test with a short time aim train_and_check_time_aim(pred, train, ignore_time_aim=True) preds = pred.predict(test) self.check_ts_prediction_df(preds, horizon, [order_by]) # test allowed incomplete history preds = pred.predict(test[:window - 1]) self.check_ts_prediction_df(preds, horizon, [order_by]) # test inferring mode, check timestamps are further into the future than test dates test['__mdb_forecast_offset'] = 1 preds = pred.predict(test) self.check_ts_prediction_df(preds, horizon, [order_by]) latest_timestamp = pd.to_datetime(test[order_by], utc=True).max().timestamp() for idx, row in preds.iterrows(): row[f'order_{order_by}'] = [row[f'order_{order_by}']] if horizon == 1 else row[f'order_{order_by}'] for timestamp in row[f'order_{order_by}']: assert timestamp > latest_timestamp # Check custom ICP params test.pop('__mdb_forecast_offset') preds = pred.predict(test, {'fixed_confidence': 0.01, 'anomaly_cooldown': 100}) if horizon == 1: assert set([v for v in preds['confidence'].values]) == {0.01} else: assert all([all([v == 0.01 for v in f]) for f in preds['confidence'].values]) assert pred.pred_args.anomaly_cooldown == 100 def test_1_time_series_regression(self): np.random.seed(0) data = pd.read_csv('tests/data/arrivals.csv') data = data[data['Country'] == 'US'] train_df, test_df = self.split_arrivals(data, grouped=False) target = 'Traffic' order_by = 'T' window = 5 for horizon in (1, 2): jai = json_ai_from_problem(data, ProblemDefinition.from_dict({'target': target, 'anomaly_detection': False, 'timeseries_settings': { 'use_previous_target': False, 'allow_incomplete_history': False, 'horizon': horizon, 'order_by': order_by, 'window': window} })) jai.model['args']['submodels'] = [jai.model['args']['submodels'][0]] code = code_from_json_ai(jai) pred = predictor_from_code(code) # add a few invalid datetime values to test cleaning procedures for idx in list(np.where(np.random.random((len(train_df),)) > 0.98)[0]): train_df.at[idx, 'T'] = pd.NaT pred.learn(train_df) preds = pred.predict(data.sample(frac=1)[0:10]) self.assertTrue('original_index' in preds.columns) self.check_ts_prediction_df(preds, horizon, [order_by]) # test incomplete history, should not be possible self.assertRaises(Exception, pred.predict, test_df[:window - 1]) # test inferring mode, check timestamps are further into the future than test dates test_df['__mdb_forecast_offset'] = 1 test_df = test_df.sample(frac=1) # shuffle to test internal ordering logic preds = pred.predict(test_df) self.check_ts_prediction_df(preds, horizon, [order_by]) latest_timestamp = pd.to_datetime(test_df[order_by], utc=True).max().timestamp() for idx, row in preds.iterrows(): row[f'order_{order_by}'] = [row[f'order_{order_by}']] if horizon == 1 else row[f'order_{order_by}'] for timestamp in row[f'order_{order_by}']: assert timestamp > latest_timestamp # test null offset mode test_df['__mdb_forecast_offset'] = 0 preds = pred.predict(test_df) self.check_ts_prediction_df(preds, horizon, [order_by]) assert preds.shape[0] == 1 if horizon == 1: last_dt = datetime.utcfromtimestamp(preds[f'order_{order_by}'].values[0]) else: last_dt = datetime.utcfromtimestamp(preds[f'order_{order_by}'].values[0][0]) formatted = str(last_dt.year) + '-' + str(last_dt.month) assert formatted == test_df.sort_values(by=order_by).iloc[-1][order_by] def test_2_time_series_classification_short_horizon_binary(self): df = pd.read_csv('tests/data/arrivals.csv')[:127] target = 'Traffic' df[target] = df[target] > 100000 train_idxs = np.random.rand(len(df)) < 0.8 train = df[train_idxs] test = df[~train_idxs] predictor = predictor_from_problem(df, ProblemDefinition.from_dict({'target': target, 'time_aim': 80, 'anomaly_detection': False, 'timeseries_settings': { 'order_by': 'T', 'use_previous_target': True, 'window': 5 }, })) predictor.learn(train) predictor.predict(test) def test_3_time_series_classification_long_horizon_binary(self): df = pd.read_csv('tests/data/arrivals.csv')[:127] target = 'Traffic' df[target] = df[target] > 100000 train_idxs = np.random.rand(len(df)) < 0.8 train = df[train_idxs] test = df[~train_idxs] predictor = predictor_from_problem(df, ProblemDefinition.from_dict({'target': target, 'time_aim': 80, 'anomaly_detection': False, 'timeseries_settings': { 'order_by': 'T', 'use_previous_target': True, 'window': 5, 'horizon': 2 }, })) predictor.learn(train) predictor.predict(test) def test_4_time_series_classification_long_horizon_multiclass(self): df = pd.read_csv('tests/data/arrivals.csv')[:127] # enforce "Country" to be "No information" target = 'Traffic' df[target] = df[target].apply(lambda x: chr(65 + int(str(x / 10000)[0]))) # multiclass time series target # test array columns as additional input df['test_num_array'] = [[random.choice([1, 2, 3, 4]) for __ in range(4)] for _ in range(df.shape[0])] df['test_cat_array'] = [[random.choice(['a', 'b', 'c', 'd']) for __ in range(4)] for _ in range(df.shape[0])] train_idxs = np.random.rand(len(df)) < 0.8 train = df[train_idxs] test = df[~train_idxs] predictor = predictor_from_problem(df, ProblemDefinition.from_dict({'target': target, 'time_aim': 80, 'anomaly_detection': False, 'timeseries_settings': { 'order_by': 'T', 'use_previous_target': True, 'window': 5, 'horizon': 2 }, })) predictor.learn(train) predictor.predict(test) def test_5_time_series_arima_mixer(self): """ Tests `AutoARIMA` mixer individually, as it has a special notion of timestamps that we need to ensure are being used correctly (along with all other `sktime` mixers). In particular, given a train-dev-test split, forecasts coming from any sktime mixer will start from the inferred relative offset w.r.t. the latest observed timestamp in the training set. This test also compares: - correct propagation of offset by K if the special `__mdb_forecast_offset` column is present - results against manual use of AutoARIMA to ensure equal results. """ # noqa # synth square wave tsteps = 250 target = 'Value' horizon = 20 window = 5 t = np.linspace(0, 1000, tsteps, endpoint=False) ts = [i + f for i, f in enumerate(signal.sawtooth(2 * np.pi * 5 * t, width=0.5))] df = pd.DataFrame(columns=['Time', target]) df['Time'] = t df[target] = ts df[f'{target}_2x'] = [2 * elt for elt in ts] train = df[:-horizon] test = df[-horizon:] pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 200, 'timeseries_settings': { 'order_by': 'Time', 'window': window, 'horizon': horizon, 'historical_columns': [f'{target}_2x'] }}) json_ai = json_ai_from_problem(df, problem_definition=pdef) json_ai.model['args']['submodels'] = [{ "module": "ARIMAMixer", "args": { "stop_after": "$problem_definition.seconds_per_mixer", "horizon": "$problem_definition.timeseries_settings.horizon", }}] code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) # Test with a longer time aim train_and_check_time_aim(predictor, train) ps = predictor.predict(test) assert r2_score(test[target].values, ps['prediction'].iloc[0]) >= 0.95 # test offsets ps1 = predictor.predict(test[1:]) # one step after latest (inferred) ps0 = predictor.predict(test) # normal psm1 = predictor.predict(df[-(horizon + 1):]) # one step before latest times_1 = psm1['order_Time'].tolist()[0] values_1 = psm1['prediction'].tolist()[0] times0 = ps0['order_Time'].tolist()[0] values0 = ps0['prediction'].tolist()[0] times1 = ps1['order_Time'].tolist()[0] values1 = ps1['prediction'].tolist()[0] # due to the offset, these intermediate indexes should be equal self.assertTrue(times_1[1:] == times0[0:-1]) self.assertTrue(times0[1:] == times1[0:-1]) self.assertTrue(values_1[1:] == values0[0:-1]) self.assertTrue(values0[1:] == values1[0:-1]) # the rest should be different self.assertTrue(times_1 != times0) self.assertTrue(times0 != times1) self.assertTrue(values_1 != values0) self.assertTrue(values0 != values1) # test historical columns asserts test[f'{target}_2x'].iloc[0] = np.nan self.assertRaises(Exception, predictor.predict, test) test.pop(f'{target}_2x') self.assertRaises(Exception, predictor.predict, test) # compare vs sktime manual usage if isinstance(predictor.ensemble.mixers[predictor.ensemble.best_index], SkTime): forecaster = AutoARIMA() fh = ForecastingHorizon([i for i in range(int(tsteps * 0.8))], is_relative=True) forecaster.fit(train[target], fh=fh) manual_preds = forecaster.predict(fh[1:horizon + 1]).tolist() lw_preds = [p[0] for p in ps['prediction']] assert np.allclose(manual_preds, lw_preds, atol=1) def test_6_time_series_sktime_mixer(self): """ Sanity check with vanilla sktime mixer using a synthetic square wave sampled at a 15 seconds interval""" tsteps = 250 target = 'Value' horizon = 20 spacing = 15 df = pd.DataFrame(columns=['Time', target]) start_ts = datetime(2022, 12, 31, 23, 59, 00) ts_gen = np.linspace(0, 100 * spacing, tsteps, endpoint=False) df['Time'] = [str(start_ts + timedelta(seconds=f)) for f in ts_gen] df[target] = [i + f for i, f in enumerate(signal.sawtooth(2 * np.pi * 5 * ts_gen, width=0.5))] df[f'{target}_2x'] = [2 * elt for elt in df[target].values] train = df[:-horizon] test = df[-horizon:] pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 200, 'timeseries_settings': { 'order_by': 'Time', 'window': 5, 'horizon': horizon, 'historical_columns': [f'{target}_2x'] }}) json_ai = json_ai_from_problem(df, problem_definition=pdef) json_ai.model['args']['submodels'] = [{ "module": "SkTime", "args": { "stop_after": "$problem_definition.seconds_per_mixer", "horizon": "$problem_definition.timeseries_settings.horizon", }}] predictor = predictor_from_code(code_from_json_ai(json_ai)) train_and_check_time_aim(predictor, train) ps = predictor.predict(test) assert r2_score(test[target].values, ps['prediction'].iloc[0]) >= 0.5 def test_61_offset(self): """ Checks __mdb_forecast_offset behavior using sktime mixer """ data = pd.read_csv('tests/data/house_sales.csv') data = data[data['type'] == 'house'] data = data[data['bedrooms'] == 2] train = data.iloc[0:-1] test = data.iloc[[-1]] oby = 'saledate' pdef = ProblemDefinition.from_dict({'target': 'MA', 'timeseries_settings': { 'order_by': oby, 'window': 5, 'horizon': 5, }}) json_ai = json_ai_from_problem(train, problem_definition=pdef) json_ai.model['args']['submodels'] = [{"module": "SkTime", "args": {}}] predictor = predictor_from_code(code_from_json_ai(json_ai)) train_and_check_time_aim(predictor, train) for idx in [-2, -1, 0]: # Should yield predictions starting on the date of the idx-most recent data point seen at training time. train['__mdb_forecast_offset'] = idx ps = predictor.predict(train) assert len(ps) == 1 assert ps.iloc[0]['original_index'] == (len(train) - 1 + idx) for idx in [1, None]: # Last row yields predictions starting one period after the most recent timestamp seen at training time train['__mdb_forecast_offset'] = idx args = {} if idx == 1 else {'force_ts_infer': True} ps = predictor.predict(train, args=args) if idx == 1: assert len(ps) == 1 else: assert len(ps) == len(train) + 1 # `None` triggers bulk prediction with inferred row at the end assert ps.iloc[-1]['original_index'] == (len(train) - 1) # fixed at the last seen training point start_predtime = datetime.utcfromtimestamp(ps.iloc[-1][f'order_{oby}'][0]) start_test = datetime.utcfromtimestamp(pd.to_datetime(test.iloc[0][oby], utc=True).value // 1e9) assert start_test - start_predtime <= timedelta(days=2) if idx is None: ps = predictor.predict(train, args={}) # ensure without `force_ts_infer` flag it behaves normally assert len(ps) == len(train) def test_7_irregular_series(self): """ Even though the suggestion is to feed regularly sampled series into predictors, this test can still help us catch undesired behavior when the recommendation is not followed. """ # noqa # synth square wave tsteps = 250 target = 'Value' horizon = 20 # added random noise for irregular sampling np.random.seed(0) t = np.linspace(0, 100, tsteps, endpoint=False) + np.random.uniform(size=(tsteps,), low=-0.005, high=0.005) ts = [i + f for i, f in enumerate(signal.sawtooth(2 * np.pi * 5 * t, width=0.5))] df = pd.DataFrame(columns=['Time', target]) df['Time'] = t df[target] = ts df[f'{target}_2x'] = [2 * elt for elt in ts] train = df[:-horizon] test = df[-horizon:] pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 200, 'timeseries_settings': { 'order_by': 'Time', 'window': 5, 'horizon': horizon, 'historical_columns': [f'{target}_2x'] }}) json_ai = json_ai_from_problem(df, problem_definition=pdef) code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) train_and_check_time_aim(predictor, train) # Test with a longer time aim test['__mdb_forecast_offset'] = 1 predictor.predict(test) def test_8_time_series_double_grouped_regression(self): """Test double-grouped numerical predictions, replicates quick start guide in cloud.mindsdb.com """ data = pd.read_csv('tests/data/house_sales.csv') gby = ['bedrooms', 'type'] target = 'MA' order_by = 'saledate' window = 8 for horizon in [1, 4]: train, _, test = stratify(data, pct_train=0.8, pct_dev=0, pct_test=0.2, stratify_on=gby, seed=1, reshuffle=False) jai = json_ai_from_problem(train, ProblemDefinition.from_dict({'target': target, 'time_aim': 30, # short time aim 'timeseries_settings': { 'group_by': gby, 'horizon': horizon, 'order_by': order_by, 'window': window }})) code = code_from_json_ai(jai) pred = predictor_from_code(code) # Test with inferring mode, check timestamps are further into the future than test dates test['__mdb_forecast_offset'] = 1 train_and_check_time_aim(pred, train, ignore_time_aim=True) preds = pred.predict(test) self.check_ts_prediction_df(preds, horizon, [order_by]) for idx, row in preds.iterrows(): row[f'order_{order_by}'] = [row[f'order_{order_by}']] if horizon == 1 else row[f'order_{order_by}'] for timestamp in row[f'order_{order_by}']: assert timestamp > pd.to_datetime(test[order_by], utc=True).max().timestamp() def test_9_ts_dedupe(self): """ Test time series de-duplication procedures """ data = pd.read_csv('tests/data/arrivals.csv') data = data[data['Country'].isin(['US', 'Japan'])] target_len = len(data) data = pd.concat([data, data[data['Country'] == 'Japan']], ignore_index=True) # force duplication of one series jai = json_ai_from_problem(data, ProblemDefinition.from_dict({'target': 'Traffic', 'time_aim': 30, 'timeseries_settings': { 'group_by': ['Country'], 'horizon': 8, 'order_by': 'T', 'window': 4 }})) code = code_from_json_ai(jai) pred = predictor_from_code(code) transformed = pred.preprocess(data) assert len(transformed) == target_len def test_10_ts_stacked_ensemble(self): from lightwood.ensemble.ts_stacked_ensemble import TsStackedEnsemble data = pd.read_csv('tests/data/arrivals.csv') data = data[data['Country'] == 'UK'] train_df, test_df = self.split_arrivals(data, grouped=False) target = 'Traffic' order_by = 'T' horizon = 2 json_ai = json_ai_from_problem(data, ProblemDefinition.from_dict({'target': target, 'timeseries_settings': { 'horizon': horizon, 'order_by': order_by, 'window': 5} })) json_ai.model["module"] = "TsStackedEnsemble" pred = predictor_from_json_ai(json_ai) pred.learn(train_df) preds = pred.predict(test_df[0:10]) self.assertTrue(isinstance(pred.ensemble, TsStackedEnsemble)) self.check_ts_prediction_df(preds, horizon, [order_by]) # test weight bypassing pred.ensemble.set_weights([0 for _ in range(len(pred.ensemble.mixers))]) self.assertEqual( 0, sum([sum(row) for row in pred.predict(test_df[0:10])['prediction'].tolist()]) ) def test_11_output_date_format(self): """ Checks that predicted order_by values are timestamps """ np.random.seed(0) data = pd.read_csv('tests/data/arrivals.csv') data = data[data['Country'] == 'US'] order_by = 'T' train_df, test_df = self.split_arrivals(data, grouped=False) predictor = predictor_from_problem(train_df, ProblemDefinition.from_dict({'target': 'Traffic', 'time_aim': 30, 'timeseries_settings': { 'order_by': order_by, 'window': 5, 'horizon': 2 }})) predictor.learn(train_df) preds = predictor.predict(test_df.iloc[[-1]], args={'time_format': 'infer'}) self.assertTrue(preds[f'order_{order_by}'].iloc[-1] in (['2012-06', '2012-09'], ['2012-07', '2012-10'])) preds = predictor.predict(test_df.iloc[[-1]], args={'time_format': '%Y'}) self.assertEqual(preds[f'order_{order_by}'].iloc[-1], ['2012', '2012']) ================================================ FILE: tests/integration/basic/__init__.py ================================================ ================================================ FILE: tests/integration/basic/notes.txt ================================================ Notes: -> Code generation templates + functions that generate code from templates + variables (look into templating libraries for python) -> Make dynamic predictor easier to read (document the various steps ) + hide away some less relevant logic stuff in methods -> Add parallelization whever it can fit (important: encoder preping) -> Look into Caffe syntax (and js conv net by karapthy) ================================================ FILE: tests/integration/basic/test_airline.py ================================================ import unittest import pandas as pd from sklearn.metrics import accuracy_score from tests.utils.timing import train_and_check_time_aim from lightwood.api.types import ProblemDefinition class TestBasic(unittest.TestCase): # Interesting: has coordinates as inputs def test_0_predict_file_flow(self): from lightwood.api.high_level import predictor_from_problem df = pd.read_csv('tests/data/airline_sentiment.csv')[:500] target = 'airline_sentiment' predictor = predictor_from_problem(df, ProblemDefinition.from_dict({'target': target, 'time_aim': 80})) train_and_check_time_aim(predictor, df, ignore_time_aim=True) predictions = predictor.predict(df) # sanity checks self.assertTrue(accuracy_score(df[target], predictions['prediction']) > 0.5) self.assertTrue(all([0 <= p <= 1 for p in predictions['confidence']])) ================================================ FILE: tests/integration/basic/test_categorical.py ================================================ import unittest import numpy as np import pandas as pd from sklearn.metrics import balanced_accuracy_score from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import predictor_from_problem # noqa np.random.seed(42) class TestBasic(unittest.TestCase): def setup_predictor(self, df, target): mask = np.random.rand(len(df)) < 0.8 train = df[mask] test = df[~mask] predictor = predictor_from_problem(df, ProblemDefinition.from_dict( {'target': target, 'time_aim': 20, 'unbias_target': False})) predictor.learn(train) if hasattr(predictor, 'ensemble'): for i, mixer in enumerate(predictor.ensemble.mixers): predictor.ensemble.best_index = i predictions = predictor.predict(test) assert 'prediction' in predictions.columns assert 'confidence' in predictions.columns predictions = predictor.predict(test, args={'predict_proba': True}) for label in df[target].unique(): assert f'__mdb_proba_{label}' in predictions.columns return predictor def test_0_binary(self): df = pd.read_csv('tests/data/ionosphere.csv')[:100] target = 'target' predictor = self.setup_predictor(df, target) predictions = predictor.predict(df) acc = balanced_accuracy_score(df[target], predictions['prediction']) self.assertTrue(acc > 0.5) self.assertTrue(all([0 <= p <= 1 for p in predictions['confidence']])) def test_1_categorical(self): df = pd.read_csv('tests/data/hdi.csv') target = 'Development Index' predictor = self.setup_predictor(df, target) predictions = predictor.predict(df) self.assertTrue(balanced_accuracy_score(df[target].astype(int), predictions['prediction'].astype(int)) > 0.9) self.assertTrue(all([0 <= p <= 1 for p in predictions['confidence']])) # test predict all mixers with some data predictions = predictor.predict(df[:10], args={'all_mixers': True}) assert '__mdb_mixer_Neural' in predictions.columns # predict single sample predictor.predict(df.iloc[[0]]) def test_2_binary_no_analysis(self): df = pd.read_csv('tests/data/ionosphere.csv')[:100] mask = np.random.rand(len(df)) < 0.8 train = df[mask] test = df[~mask] predictor = predictor_from_problem(df, ProblemDefinition.from_dict( {'target': 'target', 'time_aim': 20, 'use_default_analysis': False})) predictor.learn(train) predictions = predictor.predict(test) self.assertTrue(balanced_accuracy_score(test['target'], predictions['prediction']) > 0.5) self.assertTrue('confidence' not in predictions.columns) metrics = ['balanced_accuracy_score', 'accuracy_score', 'precision_score'] results = predictor.test(test, metrics) for metric in metrics: assert metric in results.columns assert 0.5 < results[metric].iloc[0] < 1.0 print(results) ================================================ FILE: tests/integration/basic/test_cleaner.py ================================================ import unittest import numpy as np import pandas as pd from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, predictor_from_json_ai from dataprep_ml.imputers import NumericalImputer, CategoricalImputer class TestCleaner(unittest.TestCase): def test_0_imputers(self): df = pd.read_csv('tests/data/hdi.csv')[:100] df = df.rename(columns={'GDP ($ per capita)': 'GDP', 'Area (sq. mi.)': 'Area', 'Literacy (%)': 'Literacy'}) target = 'Development Index' df['Infant mortality '] = df['Infant mortality '].apply(lambda x: 'High' if x >= 20 else 'Low') jai = json_ai_from_problem(df, ProblemDefinition.from_dict({'target': target, 'time_aim': 10})) # define columns to impute cat_mode_impute_col = 'Infant mortality ' num_mean_impute_col = 'Population' num_mode_impute_col = 'GDP' num_zero_impute_col = 'Pop. Density ' num_median_impute_col = 'Area' cols = [num_mean_impute_col, num_mode_impute_col, num_zero_impute_col, num_median_impute_col, cat_mode_impute_col] # replace first row values with nans for col in cols: df[col].iloc[0] = np.nan num_mean_target_value = df[num_mean_impute_col].iloc[1:].mean() num_mode_target_value = df[num_mode_impute_col].iloc[1:].mode().iloc[0] num_median_target_value = df[num_median_impute_col].iloc[1:].median() num_zero_target_value = 0.0 cat_mode_target_value = df[cat_mode_impute_col].iloc[1:].mode().iloc[0] jai.imputers = [ {"module": "NumericalImputer", "args": {"value": "'mean'", "target": f"'{num_mean_impute_col}'"}}, {"module": "NumericalImputer", "args": {"value": "'mode'", "target": f"'{num_mode_impute_col}'"}}, {"module": "NumericalImputer", "args": {"value": "'median'", "target": f"'{num_median_impute_col}'"}}, {"module": "NumericalImputer", "args": {"value": "'zero'", "target": f"'{num_zero_impute_col}'"}}, {"module": "CategoricalImputer", "args": {"value": "'mode'", "target": f"'{cat_mode_impute_col}'"}}, ] predictor = predictor_from_json_ai(jai) cleaned_data = predictor.preprocess(df) # check cleaner was assigned imputers and data was imputed correctly for _, imputer in predictor.imputers.items(): print(type(imputer)) assert isinstance(imputer, NumericalImputer) or isinstance(imputer, CategoricalImputer) assert cleaned_data[num_mean_impute_col].iloc[0] == num_mean_target_value assert cleaned_data[num_mode_impute_col].iloc[0] == num_mode_target_value assert cleaned_data[num_zero_impute_col].iloc[0] == num_zero_target_value assert cleaned_data[num_median_impute_col].iloc[0] == num_median_target_value assert cleaned_data[cat_mode_impute_col].iloc[0] == cat_mode_target_value ================================================ FILE: tests/integration/basic/test_embedding.py ================================================ import unittest import pandas as pd from tests.utils.timing import train_and_check_time_aim from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import predictor_from_problem class TestEmbeddingPredictor(unittest.TestCase): def test_0_embedding_at_inference_time(self): df = pd.read_csv('tests/data/hdi.csv') pdef = ProblemDefinition.from_dict({'target': 'Development Index', 'time_aim': 10}) predictor = predictor_from_problem(df, pdef) train_and_check_time_aim(predictor, df, ignore_time_aim=True) predictions = predictor.predict(df, args={'return_embedding': True}) self.assertTrue(predictions.shape[0] == len(df)) self.assertTrue(predictions.shape[1] != 1) # embedding dimension def test_1_embedding_only_at_creation(self): df = pd.read_csv('tests/data/hdi.csv') target = 'Development Index' pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 10, 'embedding_only': True}) predictor = predictor_from_problem(df, pdef) train_and_check_time_aim(predictor, df, ignore_time_aim=True) predictions = predictor.predict(df) self.assertTrue(predictions.shape[0] == len(df)) self.assertTrue(predictions.shape[1] == predictor.ensemble.embedding_size) self.assertTrue(len(predictor.mixers) == 0) ================================================ FILE: tests/integration/basic/test_ensembles.py ================================================ import unittest import pandas as pd from sklearn.metrics import r2_score, accuracy_score from lightwood.api.high_level import code_from_json_ai, json_ai_from_problem, predictor_from_code from lightwood.api.types import ProblemDefinition class TestBasic(unittest.TestCase): def test_0_mean_ensemble(self): df = pd.read_csv('tests/data/concrete_strength.csv') target = 'concrete_strength' json_ai = json_ai_from_problem(df, ProblemDefinition.from_dict({ 'target': target, 'time_aim': 80 })) json_ai.model = { 'module': 'MeanEnsemble', "args": { 'dtype_dict': '$dtype_dict', 'submodels': json_ai.model['args']['submodels'] } } code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) predictor.learn(df) predictions = predictor.predict(df) self.assertTrue(r2_score(df[target], predictions['prediction']) > 0.5) def test_1_mode_ensemble(self): df = pd.read_csv('tests/data/hdi.csv') target = 'Development Index' json_ai = json_ai_from_problem(df, ProblemDefinition.from_dict({ 'target': target, 'time_aim': 5 })) json_ai.model = { 'module': 'ModeEnsemble', "args": { 'dtype_dict': '$dtype_dict', "args": "$pred_args", "accuracy_functions": "$accuracy_functions", 'submodels': json_ai.model['args']['submodels'] } } code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) predictor.learn(df) predictions = predictor.predict(df) self.assertTrue(accuracy_score(df[target].astype(int), predictions['prediction'].astype(int)) > 0.5) def test_2_weighted_mean_ensemble(self): df = pd.read_csv('tests/data/concrete_strength.csv') target = 'concrete_strength' json_ai = json_ai_from_problem(df, ProblemDefinition.from_dict({ 'target': target, 'time_aim': 80 })) json_ai.model = { 'module': 'WeightedMeanEnsemble', "args": { 'dtype_dict': '$dtype_dict', "args": "$pred_args", "accuracy_functions": "$accuracy_functions", 'submodels': json_ai.model['args']['submodels'] } } code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) predictor.learn(df) predictions = predictor.predict(df) self.assertTrue(r2_score(df[target], predictions['prediction']) > 0.5) ================================================ FILE: tests/integration/basic/test_jsonai.py ================================================ import unittest import pandas as pd from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, predictor_from_json_ai, JsonAI, code_from_json_ai, predictor_from_code # noqa class TestJsonAI(unittest.TestCase): def test_0_hidden_args_analysis(self): df = pd.read_csv('tests/data/concrete_strength.csv')[:500] target = 'concrete_strength' pdef = ProblemDefinition.from_dict({ 'target': target, 'time_aim': 80, 'dtype_dict': {'age': 'categorical'} # tests overriding inferred types }) jai = json_ai_from_problem(df, pdef) jai.analysis_blocks = [ # args not needed (not even deps), they should be injected for default blocks {"module": "PermutationFeatureImportance"} ] predictor = predictor_from_json_ai(jai) predictor.learn(df) self.assertTrue(len(predictor.analysis_blocks) == 4) def test_1_incorrect_chain(self): df = pd.read_csv('tests/data/concrete_strength.csv')[:500] target = 'concrete_strength' pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 80}) jai = json_ai_from_problem(df, pdef) jai.analysis_blocks = [{'module': 'TempScaler', 'args': {'deps': ['Some other block']}}] with self.assertRaises(Exception) as context: predictor_from_json_ai(jai) self.assertTrue('not found but necessary for block' in str(context.exception)) def test_2_tempscale_analysis(self): # Create base json ai df = pd.read_csv('tests/data/hdi.csv').iloc[0:100] pdef = ProblemDefinition.from_dict({'target': 'Development Index', 'time_aim': 20, 'use_default_analysis': False }) json_ai = json_ai_from_problem(df, pdef) # modify it json_ai_dump = json_ai.to_dict() json_ai_dump['analysis_blocks'] = [{'module': 'TempScaler'}] json_ai = JsonAI.from_dict(json_ai_dump) # create a predictor from it code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) predictor.learn(df) row_insights = predictor.predict(df) assert 'confidence' in row_insights.columns ================================================ FILE: tests/integration/basic/test_model_selection.py ================================================ import unittest import pandas as pd from lightwood.api.high_level import json_ai_from_problem from lightwood.api.types import ProblemDefinition class TestMixerSelection(unittest.TestCase): def get_mixers(self, df: pd.DataFrame, target: str, prob_kwargs: dict = None): prob_kwargs = {'target': target, 'time_aim': 15} if not prob_kwargs else {'target': target, **prob_kwargs} prdb = ProblemDefinition.from_dict(prob_kwargs) json_ai = json_ai_from_problem(df, prdb).to_dict() mixers = [mixer['module'] for mixer in json_ai['model']['args']['submodels']] return mixers def test_0_regression_task(self): df = pd.read_csv('tests/data/concrete_strength.csv') target = 'concrete_strength' expected_mixers = ['Neural', 'Regression', 'RandomForest', 'XGBoostMixer'] mixers = self.get_mixers(df, target) self.assertEqual(set(mixers), set(expected_mixers)) def test_1_multiclass_task(self): df = pd.read_csv('tests/data/hdi.csv') target = 'Development Index' expected_mixers = ['Neural', 'Regression', 'RandomForest', 'XGBoostMixer'] mixers = self.get_mixers(df, target) self.assertEqual(set(mixers), set(expected_mixers)) def test_2_unit_text_task(self): df = pd.read_csv('tests/data/tripadvisor_binary_sample.csv') target = 'Label' expected_mixers = ['Unit'] mixers = self.get_mixers(df, target) self.assertEqual(set(mixers), set(expected_mixers)) def test_3_complex_text_task(self): df = pd.read_csv('tests/data/wine_reviews_binary_sample.csv') target = 'label' expected_mixers = ['Neural', 'Regression', 'RandomForest', 'XGBoostMixer'] mixers = self.get_mixers(df, target) self.assertEqual(set(mixers), set(expected_mixers)) def test_4_timeseries_t_plus_1(self): df = pd.read_csv('tests/data/arrivals.csv') target = 'Traffic' prob_kwargs = { 'timeseries_settings': { 'time_aim': 15, 'group_by': ['Country'], 'horizon': 1, 'order_by': 'T', 'window': 5 } } expected_mixers = ['NeuralTs', 'Regression', 'RandomForest', 'XGBoostMixer'] mixers = self.get_mixers(df, target, prob_kwargs=prob_kwargs) self.assertEqual(set(mixers), set(expected_mixers)) def test_5_timeseries_t_plus_n(self): df = pd.read_csv('tests/data/arrivals.csv') target = 'Traffic' prob_kwargs = { 'time_aim': 15, 'timeseries_settings': { 'group_by': ['Country'], 'horizon': 3, 'order_by': 'T', 'window': 5 } } expected_mixers = ['NeuralTs', 'XGBoostArrayMixer'] mixers = self.get_mixers(df, target, prob_kwargs=prob_kwargs) self.assertEqual(set(mixers), set(expected_mixers)) ================================================ FILE: tests/integration/basic/test_qclassic.py ================================================ import unittest import pandas as pd from sklearn.metrics import accuracy_score from lightwood.api.high_level import ProblemDefinition, json_ai_from_problem from lightwood.api.high_level import code_from_json_ai, predictor_from_code from lightwood.mixer import QClassic class TestBasic(unittest.TestCase): def test_0_predict_file_flow(self): if QClassic is None: print('Skipping this test since the system for the quantum are not installed') return df = pd.read_csv('tests/data/hdi.csv')[:500] target = 'Development Index' pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 80}) json_ai = json_ai_from_problem(df, problem_definition=pdef) neural_args = json_ai.model['args']['submodels'][0]['args'] neural_args["target_encoder"] = "$encoders[self.target]" neural_args["target"] = "$target" neural_args["dtype_dict"] = "$dtype_dict" neural_args["input_cols"] = "$input_cols" neural_args["timeseries_settings"] = "$problem_definition.timeseries_settings" neural_args["net"] = '"DefaultNet"' json_ai.model['args']['submodels'] = [{ 'module': 'lightwood.mixer.QClassic', 'args': neural_args }] code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) predictor.learn(df) predictions = predictor.predict(df) return # sanity checks self.assertTrue(accuracy_score(df[target], predictions['prediction']) > 0.5) self.assertTrue(all([0 <= p <= 1 for p in predictions['confidence']])) ================================================ FILE: tests/integration/basic/test_regression.py ================================================ from type_infer.dtype import dtype import unittest import pandas as pd from sklearn.metrics import r2_score from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, predictor_from_json_ai from lightwood import __version__ as lightwood_version class TestBasic(unittest.TestCase): def test_0_predict_file_flow(self): df = pd.read_csv('tests/data/concrete_strength.csv')[:500] # Mess with the names to also test if lightwood can deal /w weird names df = df.rename(columns={df.columns[1]: f'\'{df.columns[1]}\''}) df = df.rename(columns={df.columns[2]: f'\'{df.columns[2]}}}'}) df = df.rename(columns={df.columns[3]: f'{{{df.columns[3]}\"'}) target = 'concrete_strength' # Make this a quantity df[target] = [f'{x}$' for x in df[target]] pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 80}) jai = json_ai_from_problem(df, pdef) jai.analysis_blocks = [{ "module": "ICP", "args": { "fixed_significance": None, "confidence_normalizer": True, # explicitly test the ICP normalizer in an integration test }}, { "module": "AccStats", "args": {"deps": ["ICP"]} }, { "module": "ConfStats", "args": {"deps": ["ICP"]} }] predictor = predictor_from_json_ai(jai) predictor.learn(df) assert predictor.model_analysis.dtypes[target] == dtype.quantity assert predictor.lightwood_version == str(lightwood_version) predictions = predictor.predict(df) # sanity checks self.assertTrue(r2_score([float(x.rstrip('$')) for x in df[target]], predictions['prediction']) > 0.8) self.assertTrue(all([0 <= p <= 1 for p in predictions['confidence']])) self.assertTrue(all([p['lower'] <= p['prediction'] <= p['upper'] for _, p in predictions.iterrows()])) # check customizable ICP fixed confidence param fixed_conf = 0.8 fixed_predictions = predictor.predict(df, {'fixed_confidence': fixed_conf}) assert all([v == fixed_conf for v in fixed_predictions['confidence'].values]) # test empty dataframe handling with self.assertRaises(Exception) as ctx: predictor.predict(pd.DataFrame()) self.assertTrue('Empty input' in str(ctx.exception)) # test adjust predictor.adjust(df) def test_1_stacked_ensemble(self): from lightwood.ensemble.stacked_ensemble import StackedEnsemble df = pd.read_csv('tests/data/concrete_strength.csv')[:500] target = 'concrete_strength' pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 80}) jai = json_ai_from_problem(df, pdef) jai.model["module"] = "StackedEnsemble" predictor = predictor_from_json_ai(jai) predictor.learn(df) predictor.predict(df) self.assertTrue(isinstance(predictor.ensemble, StackedEnsemble)) ================================================ FILE: tests/integration/basic/test_save_and_load.py ================================================ from lightwood.api.high_level import code_from_problem, predictor_from_code, predictor_from_state from lightwood.api.types import ProblemDefinition import unittest import multiprocessing as mp import os import pandas as pd def save(predictor, path): predictor.save(path) def train(predictor, df): predictor.learn(df) def execute_first_bit(code, df, path): predictor = predictor_from_code(code) save(predictor, path) def execute_second_bit(code, df, path): predictor_1 = predictor_from_state(path, code) predictor_1.learn(df) save(predictor_1, path) execute_third_bit(code, df, path) def execute_third_bit(code, df, path): print('Running execute_third_bit') predictor_2 = predictor_from_state(path, code) predictions = predictor_2.predict(df.iloc[0:3]) for p in predictions['prediction']: assert p is not None print('Done running third bit') class TestBasic(unittest.TestCase): def test_0_predict_file_flow(self): ctx = mp.get_context('spawn') df = pd.read_csv('tests/data/hdi.csv').iloc[0:400] code = code_from_problem(df, ProblemDefinition.from_dict({'target': 'Development Index', 'time_aim': 20})) path = 'test.pickle' try: os.remove(path) except Exception: pass proc = ctx.Process(target=execute_first_bit, args=(code, df, path,)) proc.start() proc.join() proc.close() proc = ctx.Process(target=execute_second_bit, args=(code, df, path,)) proc.start() proc.join() proc.close() proc = ctx.Process(target=execute_third_bit, args=(code, df, path,)) proc.start() proc.join() proc.close() ================================================ FILE: tests/integration/basic/test_weird_target_dist.py ================================================ import unittest import pandas as pd from lightwood.api.types import ProblemDefinition from type_infer.dtype import dtype class TestBasic(unittest.TestCase): def test_0_unknown_categories_in_test(self): """ This test is meant to check if the explainer can handle a validation set with values that it has never seen as part of the training set. In order to achieve this, we generate a dataset with a target that contains 600 values, out of which 100 are distinct. It's basically certain at least 1 of these distinct value will be in train and at least one in validate (more likely 90/10 split) So if training and predicting goes well, this validates that explainer works with new values in the validation set *and* with values in train that never occur in validation. Note: This doesn't check how good the confidence is, it'll likely be very bad, we just care that it doesn't crash. """ # noqa from lightwood.api.high_level import predictor_from_problem # The target will be categorical and there will be a bunch of values # in all datasets (train/dev/validation) that were not present in the others df = pd.DataFrame({ 'target': ['_cat' for _ in range(500)] + [f'{i}cat' for i in range(100)], 'y': [i for i in range(600)] }) target = 'target' predictor = predictor_from_problem(df, ProblemDefinition.from_dict( {'target': target, 'time_aim': 60, 'unbias_target': True, "pct_invalid": 20})) predictor.learn(df) assert predictor.model_analysis.dtypes['target'] == dtype.categorical predictor.predict(df) ================================================ FILE: tests/unit_tests/__init__.py ================================================ ================================================ FILE: tests/unit_tests/analysis/__init__.py ================================================ ================================================ FILE: tests/unit_tests/analysis/test_nc_norm.py ================================================ import unittest import numpy as np from lightwood.analysis.nc.norm import Normalizer class TestNcNormalizer(unittest.TestCase): def test_compute_numerical_labels(self): preds = np.array([1, 2.1, 3.2, -2, 1e10, 0]) truths = np.array([1, 2, 3, 4, 5, 0]) bounds = [0.5, 1.5] labels = Normalizer.compute_numerical_labels(preds, truths, bounds) self.assertTrue(np.min(labels) >= bounds[0]) self.assertTrue(np.max(labels) <= bounds[1]) self.assertFalse(np.isnan(labels).any()) self.assertFalse(np.isinf(labels).any()) def test_compute_categorical_labels(self): preds = np.array([[0.01, 0.99], [1, 0], [0.99, 0.1], [0, 1]]) truths = np.array([[0, 1], [0, 1], [1, 0], [1, 0]]) labels = Normalizer.compute_categorical_labels(preds, truths) self.assertTrue(np.min(labels) >= 0) self.assertFalse(np.isnan(labels).any()) self.assertFalse(np.isinf(labels).any()) ================================================ FILE: tests/unit_tests/analysis/test_pyod.py ================================================ import unittest import pandas as pd from lightwood.analysis import PyOD from lightwood.api.high_level import ProblemDefinition, json_ai_from_problem from lightwood.api.high_level import code_from_json_ai, predictor_from_code class TestPyOD(unittest.TestCase): def test_0_pyod_analysis(self): if PyOD is None: print('Skipping this test since PyOD library is not installed') return dfs = [ pd.read_csv('tests/data/concrete_strength.csv'), pd.read_csv('tests/data/hdi.csv'), pd.read_csv('tests/data/house_sales.csv'), ] dicts = [ {'target': 'concrete_strength', 'time_aim': 40}, {'target': 'Development Index', 'time_aim': 40}, {'target': 'MA', 'time_aim': 40, 'timeseries_settings': { 'group_by': ['bedrooms', 'type'], 'horizon': 4, 'order_by': 'saledate', 'window': 8 }}, ] for df, d in zip(dfs, dicts): pdef = ProblemDefinition.from_dict(d) json_ai = json_ai_from_problem(df, problem_definition=pdef) json_ai.analysis_blocks = [{ 'module': 'lightwood.analysis.PyOD', 'args': {} }] code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) predictor.learn(df) predictions = predictor.predict(df.head()) self.assertIn('pyod_explainer', predictor.runtime_analyzer) self.assertIn('pyod_anomaly', predictions.columns) ================================================ FILE: tests/unit_tests/analysis/test_shap.py ================================================ import unittest import pandas as pd from lightwood.analysis import ShapleyValues from lightwood.api.high_level import ProblemDefinition, json_ai_from_problem from lightwood.api.high_level import code_from_json_ai, predictor_from_code class TestSHAP(unittest.TestCase): def test_0_shap_analysis(self): if ShapleyValues is None: print('Skipping this test since the Shapley values library is not installed') return df = pd.read_csv('tests/data/hdi.csv') target = 'Development Index' pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 40}) json_ai = json_ai_from_problem(df, problem_definition=pdef) json_ai.analysis_blocks = [{ 'module': 'lightwood.analysis.ShapleyValues', 'args': {} }] code = code_from_json_ai(json_ai) predictor = predictor_from_code(code) predictor.learn(df) predictions = predictor.predict(df.head()) self.assertIn('shap_explainer', predictor.runtime_analyzer) self.assertIn('shap_base_response', predictions.columns) self.assertIn('shap_final_response', predictions.columns) for input_col in df.columns: if input_col != target: self.assertIn(f'shap_contribution_{input_col}', predictions.columns) ================================================ FILE: tests/unit_tests/api/README.md ================================================ The `api` functionalities should not require any unit tests since by definition they should be exhaustively tested as part of the integration testing. If the `api` has a functionality that is not used as part of our integration testing, this means we need better integration test coverage *or* that said part should not be part of lightwood's API. ================================================ FILE: tests/unit_tests/data/__init__.py ================================================ ================================================ FILE: tests/unit_tests/data/test_transform_ts.py ================================================ import unittest import numpy as np import pandas as pd from lightwood.data.timeseries_analyzer import get_naive_residuals class TestTransformTS(unittest.TestCase): def test_get_residuals(self): data_len = 10 target = [i for i in range(data_len)] all_residuals, mean = get_naive_residuals(pd.DataFrame(target)) self.assertEqual(all_residuals, [i for i in range(1, data_len)]) self.assertEqual(mean, np.mean([i for i in range(1, data_len)])) target = [0 for _ in range(data_len)] all_residuals, mean = get_naive_residuals(pd.DataFrame(target)) self.assertEqual(all_residuals, [0.0 for _ in range(data_len - 1)]) self.assertEqual(mean, 0) target = [1, 4, 2, 5, 3] all_residuals, mean = get_naive_residuals(pd.DataFrame(target)) self.assertEqual(all_residuals, [3.0, 1.0, 4.0, 2.0]) self.assertEqual(mean, np.mean([3.0, 1.0, 4.0, 2.0])) ================================================ FILE: tests/unit_tests/encoder/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/audio/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/audio/test_mfcc.py ================================================ import os import unittest from torch import Tensor from lightwood.encoder.audio import MFCCEncoder class TestMFCCEncoder(unittest.TestCase): def test_encode(self): if MFCCEncoder is None: print('Skipping this test since MFCCEncoder cannot be imported') return dir_path = os.path.dirname(os.path.realpath(__file__)) audio_paths = [ os.path.join(dir_path, 'test_audio_1.wav'), os.path.join(dir_path, 'test_audio_2.wav'), None ] encoder = MFCCEncoder() encoder.prepare(audio_paths) encoded_audio = encoder.encode(audio_paths) self.assertTrue(isinstance(encoded_audio, Tensor)) # We expect the first dimension to equal the number of images self.assertEqual(encoded_audio.size(0), 3) self.assertEqual(encoded_audio.size(1), 2000) ================================================ FILE: tests/unit_tests/encoder/categorical/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/categorical/test_autoencoder.py ================================================ import unittest from lightwood.encoder.categorical import CategoricalAutoEncoder import string import random import logging import numpy as np import pandas as pd from sklearn.metrics import accuracy_score import torch from lightwood.helpers.log import log class TestAutoencoder(unittest.TestCase): def create_test_data(self, nb_categories=500, nb_int_categories=50, max_category_size=50, test_data_rel_size=0.33): random.seed(2) np_random = np.random.default_rng(seed=2) int_categories = np_random.integers(low=1, high=nb_int_categories, size=nb_int_categories) str_categories = [ ''.join(random.choices(string.ascii_uppercase + string.digits, k=random.randint(7, 8))) for _ in range(nb_categories - nb_int_categories) ] categories = list(int_categories) + str_categories category_sizes = np_random.integers(low=1, high=max_category_size, size=nb_categories) category_indexes = np.array(range(nb_categories), dtype=int) sample_category_indexes = np.repeat(category_indexes, category_sizes) np_random.shuffle(sample_category_indexes) samples = [categories[i] for i in sample_category_indexes] data_size = len(samples) priming_data = samples test_data = [] if(test_data_rel_size > 0.): test_data_size = round(data_size * test_data_rel_size) + 1 test_data = priming_data[:test_data_size] return priming_data, test_data def test_autoencoder_ohe(self): """ Checks reconstruction accuracy above 70% for a set of categories, length 8, for up to 500 unique categories (actual around 468). """ # noqa log.setLevel(logging.DEBUG) torch.manual_seed(2) priming_data, test_data = self.create_test_data() enc = CategoricalAutoEncoder(stop_after=20) enc.desired_error = 3 enc.prepare(pd.Series(priming_data), pd.Series(priming_data)) encoded_data = enc.encode(test_data) decoded_data = enc.decode(encoded_data) encoder_accuracy = accuracy_score(list(map(str, test_data)), list(map(str, decoded_data))) print(f'Categorical encoder accuracy for: {encoder_accuracy} on testing dataset') self.assertTrue(encoder_accuracy > 0.70) def test_autoencoder_label(self): """ Checks reconstruction accuracy above 60%, less strict than OHE, because it is over a larger number of categories (1000). """ # noqa log.setLevel(logging.DEBUG) torch.manual_seed(2) priming_data, test_data = self.create_test_data(nb_categories=1000, nb_int_categories=1000) enc = CategoricalAutoEncoder(stop_after=20) enc.prepare(pd.Series(priming_data), pd.Series(priming_data)) encoded_data = enc.encode(test_data) decoded_data = enc.decode(encoded_data) encoder_accuracy = accuracy_score(list(map(str, test_data)), list(map(str, decoded_data))) print(f'Categorical encoder accuracy for: {encoder_accuracy} on testing dataset') self.assertTrue(encoder_accuracy > 0.60) def check_encoder_on_device(self, device): priming_data, _ = self.create_test_data(nb_categories=8, nb_int_categories=3, max_category_size=3, test_data_rel_size=0.) enc = CategoricalAutoEncoder(stop_after=5, device=device) enc.prepare(pd.Series(priming_data), pd.Series(priming_data)) self.assertEqual(list(enc.net.parameters())[0].device.type, device) def test_encoder_on_cpu(self): self.check_encoder_on_device('cpu') @unittest.skipIf(not torch.cuda.is_available(), 'CUDA unavailable') def test_encoder_on_cuda(self): self.check_encoder_on_device('cuda') ================================================ FILE: tests/unit_tests/encoder/categorical/test_binary.py ================================================ import unittest import torch from torch import Tensor import numpy as np from lightwood.encoder.categorical.binary import ( BinaryEncoder, ) from lightwood.helpers.constants import _UNCOMMON_WORD class TestBinary(unittest.TestCase): """ Test the OHE vector encoder """ def test_encode_decode_with_binary(self): """ Test binary example case. """ # Generate categories with None data = ["apple", "apple", "orange", None, "apple", "orange"] # Generate test category with unseen examples (banana, None) test_data = ["apple", "banana", "orange", None, "apple"] # Ground-truth answer ytest = ["apple", _UNCOMMON_WORD, "orange", _UNCOMMON_WORD, "apple"] enc = BinaryEncoder() enc.prepare(data) enc_data = enc.encode(data) dec_data = enc.decode(enc.encode(test_data)) self.assertTrue( ( enc_data == Tensor( [ [ 1.0, 0.0, ], # category 1 [ 1.0, 0.0, ], # category 1 [ 0.0, 1.0, ], # category 2 [ 0.0, 0.0, ], # None [ 1.0, 0.0, ], # category 1 [ 0.0, 1.0, ], # category 2 ] ) ).all() ) for i in range(len(ytest)): self.assertTrue(dec_data[i] == ytest[i]) def test_check_only_binary(self): """ Ensure binary strictly enforces binary typing """ data = ["apple", "apple", "orange", "banana", "apple", "orange"] enc = BinaryEncoder(handle_unknown='error') self.assertRaises(ValueError, enc.prepare, data) def test_check_probabilities(self): """ Check whether decode_probabilities returns valid scaled-to-1 terms """ # Generate random list of T/F np.random.seed(1) data = np.random.rand(10) > 0.5 enc = BinaryEncoder() enc.prepare(data) # Make data to represent random weights that do not sum to 1 torch.manual_seed(1) wt_vec = torch.rand(size=(len(data), len(enc.map))) * 10 _, probs, _ = enc.decode_probabilities(wt_vec) self.assertTrue(np.all([np.isclose(sum(i), 1) for i in probs])) def test_target_distro_scaled_to_1(self): """ Check whether target distribution passed and handled properly """ data = ["apple", "apple", "orange", "apple", "apple", "orange"] # Scaled weights (sum to 1) tweights = {"apple": 4 / 6, "orange": 2 / 6} enc = BinaryEncoder(is_target=True, target_weights=tweights) enc.prepare(data) # Get the ground-truth weights iweights = torch.ones(size=(len(tweights),)) for key, value in tweights.items(): # accounts for order iweights[enc.map[key]] = value # Check inverse weights correct self.assertTrue(np.all(((enc.index_weights - iweights) == 0).tolist())) def test_distro_nonzeroweights(self): """ Tests if target weights do not sum to 1 properly handled. This handles cases where people may choose 1/class_size for weights """ data = ["apple", "apple", "orange", "apple", "apple", "orange"] tweights = {"apple": 100, "orange": 5000} enc = BinaryEncoder(is_target=True, target_weights=tweights) enc.prepare(data) # Get the ground-truth weights iweights = torch.ones(size=(len(tweights),)) for key, value in tweights.items(): # accounts for order iweights[enc.map[key]] = value self.assertTrue(np.all(((enc.index_weights - iweights) == 0).tolist())) def test_distro_zero(self): """ Tests edge cause where target weights have a 0 weight which is unacceptable for downstream processing (inverse weights will 1/0) """ # noqa data = ["apple", "apple", "orange", "apple", "apple", "orange"] # Arbitrary weights (ex: number of examples) tweights = {"apple": 100, "orange": 0} enc = BinaryEncoder(is_target=True, target_weights=tweights) # Check if 0-weight class is rejected self.assertRaises(ValueError, enc.prepare, data) if __name__ == "__main__": unittest.main() ================================================ FILE: tests/unit_tests/encoder/categorical/test_label.py ================================================ import unittest from torch import Tensor import pandas as pd from lightwood.encoder.categorical.simple_label import ( SimpleLabelEncoder, ) from lightwood.helpers.constants import _UNCOMMON_WORD class TestLabel(unittest.TestCase): """ Test the label encoder """ def test_encode_and_decode(self): """ Tests encoder end to end Checks: (1) UNKS are assigned to 0th index (2) Nones or unrecognized categories are both handled (3) The decode/encode map order is the same """ # noqa data = pd.Series(['category 1', 'category 3', 'category 4', None, 'category 3']) test_data = pd.Series(['unseen', 'category 4', 'category 1', 'category 3', None]) n_points = data.nunique() ytest = [ _UNCOMMON_WORD, 'category 4', 'category 1', 'category 3', _UNCOMMON_WORD, ] enc = SimpleLabelEncoder() enc.prepare(data) # Check the encoded patterns correct encoded_data = enc.encode(data) print(encoded_data) self.assertTrue( ( encoded_data == Tensor( [ 1 / n_points, # category 1 2 / n_points, # category 3 3 / n_points, # category 4 0 / n_points, # None 2 / n_points, # category 3 ] ).reshape(-1, 1) ).all() ) # Check the decoded patterns correct decoded_data = enc.decode(enc.encode(test_data)) print(decoded_data) for i in range(len(ytest)): self.assertTrue(decoded_data[i] == ytest[i]) ================================================ FILE: tests/unit_tests/encoder/categorical/test_multihot.py ================================================ import unittest import numpy as np import random import string from sklearn.metrics import accuracy_score from lightwood.encoder.categorical.multihot import MultiHotEncoder class TestMultiHotEncoder(unittest.TestCase): def get_vocab(self): return [''.join(random.choices(string.ascii_uppercase, k=5)) for i in range(10)] def test_multi_encoding(self): vocab = self.get_vocab() tags = [list(set(random.choices(vocab, k=random.randint(1, 3)))) for i in range(100)] priming_data = tags[:70] test_data = tags[70:] enc = MultiHotEncoder() enc.prepare(priming_data) encoded_data = enc.encode(test_data) decoded_data = enc.decode(encoded_data) test_labels_str = [str(sorted(tags)) for tags in test_data] decoded_labels_str = [str(sorted(tags)) for tags in decoded_data] encoder_accuracy = accuracy_score(test_labels_str, decoded_labels_str) self.assertEqual(encoder_accuracy, 1) def test_multi_encoding_empty_row(self): vocab = self.get_vocab() tags = [list(set(random.choices(vocab, k=random.randint(1, 3)))) for i in range(10)] tags.append([]) enc = MultiHotEncoder() enc.prepare(tags) encoded_data = enc.encode(tags) decoded_data = enc.decode(encoded_data) test_labels_str = [str(sorted(t)) for t in tags] decoded_labels_str = [str(sorted(t)) for t in decoded_data] encoder_accuracy = accuracy_score(test_labels_str, decoded_labels_str) self.assertEqual(encoder_accuracy, 1) def test_handle_unseen_none(self): vocab = self.get_vocab() tags = [list(set(random.choices(vocab, k=random.randint(1, 3)))) for i in range(10)] tags.append(None) train_tags = tags[:-1] test_tags = tags[-1:] enc = MultiHotEncoder() enc.prepare(train_tags) encoded_data = enc.encode(test_tags) decoded_data = enc.decode(encoded_data) assert (np.array(encoded_data[0]) == 0).all() assert decoded_data[0] == [] ================================================ FILE: tests/unit_tests/encoder/categorical/test_onehot.py ================================================ import unittest import torch from torch import Tensor import numpy as np from lightwood.encoder.categorical.onehot import ( OneHotEncoder, ) from lightwood.helpers.constants import _UNCOMMON_WORD class TestOnehot(unittest.TestCase): """ Test the OHE vector encoder NOTE, this is sensitive to the mapping of enc.map. If your unit-tests are failing, check to see if the enc.map order matches what the encoded_data should be; this is based on the mapped-place. Using np.unique() inadvertently sorts the data neatly, hence allowing an intuitive place of which order each category is. """ # noqa def test_encode_and_decode_with_unknown_token(self): """ Tests the case where `use_unknown` is True; this means that the OHE vector is N categories + 1, where the first index represents UNK token. Checks: (1) UNKS are handled by "1" in the first index (2) Nones or unrecognized categories are both handled (3) The decode/encode map order is the same """ # noqa data = ['category 1', 'category 3', 'category 4', None, 'category 3'] test_data = ['CATEGORY 1', 'category 2', 'category 1', 'category 3', None] ytest = [ _UNCOMMON_WORD, _UNCOMMON_WORD, 'category 1', 'category 3', _UNCOMMON_WORD, ] enc = OneHotEncoder(use_unknown=True) enc.prepare(data) # Check the encoded patterns correct encoded_data = enc.encode(data) self.assertTrue( ( encoded_data == Tensor( [ [0.0, 1.0, 0.0, 0.0], # category 1 [0.0, 0.0, 1.0, 0.0], # category 3 [0.0, 0.0, 0.0, 1.0], # category 4 [1.0, 0.0, 0.0, 0.0], # None [0.0, 0.0, 1.0, 0.0], # category 3 ] ) ).all() ) # Check the decoded patterns correct decoded_data = enc.decode(enc.encode(test_data)) for i in range(len(ytest)): self.assertTrue(decoded_data[i] == ytest[i]) def test_encode_and_decode_with_return_zeros(self): """ Tests the case where `use_unknown` is False; this means that the OHE vector is N categories, where a vector of all 0s represents the unknown token Checks: (1) UNKS are handled by a 0 vector returned (2) Nones or unrecognized categories are both handled (3) The decode/encode map order is the same """ # noqa data = ['category 1', 'category 3', 'category 4', None] test_data = ['category 2', 'category 1', 'category 3', None] enc = OneHotEncoder(use_unknown=False) enc.prepare(data) encoded_data = enc.encode(data) self.assertTrue( ( encoded_data == Tensor( [ [1.0, 0.0, 0.0], # category 1 [0.0, 1.0, 0.0], # category 3 [0.0, 0.0, 1.0], # category 4 [0.0, 0.0, 0.0], # None ] ) ).all() ) decoded_data = enc.decode(enc.encode(test_data)) self.assertEqual( decoded_data, [ _UNCOMMON_WORD, # category 2 is not seen, thus encoded to zero, thus decoded to uncommon word 'category 1', # seen before 'category 3', # seen before _UNCOMMON_WORD, # None is encoded to zero, thus decoded to uncommon word ], ) def test_check_probs_with_unknown(self): """ Check probability calculation where `use_unknown=False` """ # noqa data = ['category 1', 'category 3', 'category 4', None, 'category 3'] enc = OneHotEncoder(use_unknown=False) enc.prepare(data) # Make data to represent random weights that do not sum to 1 torch.manual_seed(1) wt_vec = torch.rand(size=(len(data), len(enc.map))) _, probs, _ = enc.decode_probabilities(wt_vec) self.assertTrue(np.all([np.isclose(sum(i), 1) for i in probs])) def test_target_distro_scaled_to_1(self): """ Check whether target distribution passed and handled properly """ # noqa data = ["apple", "apple", "banana", "apple", "apple", "orange"] # Scaled weights (sum to 1) tweights = {"apple": 4 / 6, "banana": 1 / 6, "orange": 1 / 6} enc = OneHotEncoder(use_unknown=False, is_target=True, target_weights=tweights) enc.prepare(data) # Get the ground-truth weights iweights = torch.ones(size=(len(tweights),)) for key, value in tweights.items(): # accounts for order iweights[enc.map[key]] = value # Check inverse weights correct self.assertTrue(np.all(((enc.index_weights - iweights) == 0).tolist())) def test_target_distro_with_unk(self): """ Checks target distro with unknowns """ data = ["apple", "banana", "banana", "apple", "apple", "orange"] # Scaled weights (sum to 1) tweights = {"apple": 3 / 6, "orange": 1 / 6, "banana": 2 / 6} enc = OneHotEncoder(is_target=True, target_weights=tweights) enc.prepare(data) # Get the ground-truth inverse weights iweights = torch.ones(size=(len(tweights) + 1,)) for key, value in tweights.items(): # accounts for order iweights[enc.map[key]] = value iweights[0] = min(iweights[1:]) # assign the smallest weight # Check inverse weights correct self.assertTrue(np.all(((enc.index_weights - iweights) == 0).tolist())) def test_distro_nonzeroweights(self): """ Tests if target wts do not sum to 1 properly handled. This handles cases where people may choose something like 1/class_size for weights. Index-weight order is sensitive to the mapping """ # noqa data = ["apple", "apple", "banana", "apple", "apple", "orange"] tweights = {"apple": 100, "orange": 5000, "banana": 4} enc = OneHotEncoder(use_unknown=False, is_target=True, target_weights=tweights) enc.prepare(data) # Get the ground-truth weights iweights = torch.ones(size=(len(tweights),)) for key, value in tweights.items(): # accounts for order iweights[enc.map[key]] = value for key, value in tweights.items(): # accounts for order iweights[enc.map[key]] = value # Reorder the weights with regards to the map self.assertTrue(np.all(((enc.index_weights - iweights) == 0).tolist())) def test_distro_zero(self): """ Tests edge cause where target weights have a 0 weight which is unacceptable for downstream processing (inverse weights will 1/0) """ # noqa data = ["apple", "apple", "banana", "apple", "apple", "orange"] # Arbitrary weights (ex: number of examples) tweights = {"apple": 100, "banana": 1, "orange": 0} enc = OneHotEncoder(use_unknown=False, is_target=True, target_weights=tweights) # Check if 0-weight class is rejected self.assertRaises(ValueError, enc.prepare, data) ================================================ FILE: tests/unit_tests/encoder/date/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/date/test_datetime.py ================================================ import unittest from datetime import datetime import numpy as np import pandas as pd import torch from lightwood.encoder.datetime.datetime import DatetimeEncoder from lightwood.encoder.datetime.datetime_sin_normalizer import DatetimeNormalizerEncoder np.random.seed(1) class TestDatetimeEncoder(unittest.TestCase): @staticmethod def _create_timestamp(): min_ts = pd.Timestamp.min max_ts = pd.Timestamp.max return np.random.randint(min_ts.timestamp(), max_ts.timestamp()) def test_raise_encode_type(self): data = [1, 2, 3] enc = DatetimeEncoder() enc.prepare([]) self.assertRaises(Exception, enc.encode, data) def test_encode(self): data = pd.Series([self._create_timestamp() for _ in range(10_000)]) data[0] = np.nan enc = DatetimeEncoder() enc.prepare([]) encoded_repr = enc.encode(data) assert not torch.isinf(encoded_repr).any() assert not torch.isnan(encoded_repr).any() def test_decode(self): data = pd.Series([self._create_timestamp() for _ in range(1_000)]) data[0] = np.nan enc = DatetimeEncoder() enc.prepare([]) encoded_repr = enc.encode(data) assert not torch.isinf(encoded_repr).any() assert not torch.isnan(encoded_repr).any() dec_data = enc.decode(encoded_repr) for d, t in zip(dec_data[1:], data.tolist()[1:]): # ignore edge cases within border of supported years if pd.Timestamp.min.year + 1 < datetime.fromtimestamp(t).year < pd.Timestamp.max.year - 1: if not np.isclose(d, t, atol=5): assert datetime.fromtimestamp(d) == datetime.fromtimestamp(t) else: assert np.isclose(d, t, atol=5) assert np.isnan(dec_data[0]) def test_sinusoidal_encoding(self): data = [self._create_timestamp() for _ in range(100)] normalizer = DatetimeNormalizerEncoder(sinusoidal=True) normalizer.prepare([]) results = normalizer.encode(data) null = np.full_like(results, 0.5) self.assertTrue(np.allclose(results, null, atol=0.5)) # every value in [0, 1] recons = normalizer.decode(results) for a, b in zip(recons, data): self.assertEqual(a, b) # check correct reconstruction @unittest.skip("Currently not using this encoder on any default mixers.") # somehow, CI fails while multiple local setups do not, should eventually figure it out and reactivate this. # noqa def test_cap_invalid_dates(self): """ Test decoding robustness against invalid magnitudes in datetime encodings. """ data = [self._create_timestamp() for _ in range(100)] limits = { 'lower': {'month': 1, 'day': 1, 'hour': 0, 'minute': 0, 'second': 0, 'corruption': -0.5}, 'upper': {'month': 12, 'day': 31, 'hour': 23, 'minute': 59, 'second': 59, 'corruption': 1.5} } normalizer = DatetimeNormalizerEncoder() normalizer.prepare([]) # change descriptor to invalid values in each dimension (out of 0-1 range) for limit in limits.values(): for i, attr in zip(range(7), normalizer.fields): if attr in ('year', 'weekday'): continue else: vector = normalizer.encode(data) vector[:, :, i] = limit['corruption'] recons = datetime.fromtimestamp(normalizer.decode(vector)[0]) # decoding correctly caps the invalid vector component self.assertEqual(getattr(recons, attr), limit[attr]) ================================================ FILE: tests/unit_tests/encoder/identity/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/identity/test_identity.py ================================================ import unittest import torch from typing import List from lightwood.encoder.identity.identity import IdentityEncoder class TestIdentityEncoder(unittest.TestCase): def test_encode_and_decode(self): data = [1, 1.1, 2, -8.6, 0] encoder = IdentityEncoder() encoded_vals = encoder.encode(data) self.assertTrue(isinstance(encoded_vals, torch.Tensor)) for i in range(len(encoded_vals)): self.assertTrue(abs(encoded_vals[i].item() - data[i]) <= 1e-5) decoded_vals = encoder.decode(encoded_vals) self.assertTrue(isinstance(decoded_vals, List)) for i in range(len(decoded_vals)): self.assertTrue(abs(decoded_vals[i] - data[i]) <= 1e-5) ================================================ FILE: tests/unit_tests/encoder/images/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/images/test_img_2_vec.py ================================================ import unittest import torch from torch import Tensor from lightwood.encoder.image import Img2VecEncoder import os class TestImg2VecEncoder(unittest.TestCase): def test_encode(self): dir_path = os.path.dirname(os.path.realpath(__file__)) image_path = os.path.join( dir_path, 'test_image.jpg' ) enc = Img2VecEncoder() enc.prepare([], []) encoded_images_tensor = enc.encode(images=[image_path]) self.assertTrue(isinstance(encoded_images_tensor, Tensor)) # We expect the first dimension to equal the number of images self.assertEqual(encoded_images_tensor.size(0), 1) # We expect the second dimesion to be 512 # NOTE: this will break when it will possible to choose different # encoding models. self.assertEqual(encoded_images_tensor.size(1), 512) def run_test_encoder_on_device(self, device): enc = Img2VecEncoder(device=device) enc.prepare([], []) self.assertEqual(enc.model.device, torch.device(device)) self.assertEqual(list(enc.model.parameters())[0].device.type, device) def test_encoder_on_cpu(self): self.run_test_encoder_on_device('cpu') @unittest.skipIf(not torch.cuda.is_available(), 'CUDA unavailable') def test_encoder_on_cuda(self): self.run_test_encoder_on_device('cuda') ================================================ FILE: tests/unit_tests/encoder/numeric/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/numeric/test_numeric.py ================================================ import unittest import numpy as np import pandas as pd import torch from lightwood.encoder.numeric import NumericEncoder from lightwood.encoder.numeric import TsNumericEncoder from lightwood.helpers.general import is_none def _pollute(array): return [ array + [np.nan], array + [np.inf], array + [None] ] class TestNumericEncoder(unittest.TestCase): def test_encode_and_decode(self): data = pd.Series([1, 1.1, 2, -8.6, None, 0]) encoder = NumericEncoder() encoder.prepare(data) encoded_vals = encoder.encode(data) # sign component check self.assertTrue(encoded_vals[0][0] > 0) self.assertTrue(encoded_vals[1][0] > 0) self.assertTrue(encoded_vals[2][0] > 0) self.assertTrue(encoded_vals[3][0] == 0) # none component check for i in range(0, len(encoded_vals)): if i != 4: self.assertTrue(encoded_vals[i][-1] == 0) else: self.assertTrue(encoded_vals[i][-1] == 1) # exp component nan edge case check self.assertTrue(encoded_vals[4][2] == 0) # compare decoded v/s real decoded_vals = encoder.decode(encoded_vals) for decoded, real in zip(decoded_vals, data.tolist()): if decoded is None: self.assertTrue((real is None) or (real != real)) else: np.testing.assert_almost_equal(round(decoded, 6), round(real, 6)) def test_positive_domain(self): data = pd.Series([-1, -2, -100, 5, 10, 15]) for encoder in [NumericEncoder(), TsNumericEncoder()]: encoder.is_target = True # only affects target values encoder.positive_domain = True encoder.prepare(data) decoded_vals = encoder.decode(encoder.encode(data)) for val in decoded_vals: self.assertTrue(val >= 0) def test_log_overflow_and_none(self): data = pd.Series(list(range(-2000, 2000, 66))) encoder = NumericEncoder() encoder.is_target = True encoder.positive_domain = True encoder.decode_log = True encoder.prepare(data) encoder.decode(encoder.encode(data)) for i in range(0, 70, 10): encoder.decode(torch.Tensor([[0, pow(2, i), 0]])) def test_nan_encoding(self): # Generate some numbers data = list(range(-50, 50, 2)) # Add invalid values to the data invalid_data = _pollute(data) # Prepare with the correct data and decode invalid data encoder = NumericEncoder() encoder.prepare(pd.Series(data)) for array in invalid_data: # Make sure the encoding has no nans or infs encoded_repr = encoder.encode(pd.Series(array)) assert not torch.isnan(encoded_repr).any() assert not torch.isinf(encoded_repr).any() # Make sure the invalid value is decoded as `None` and the rest as numbers decoded_repr = encoder.decode(encoded_repr) for x in decoded_repr[:-1]: assert not is_none(x) assert decoded_repr[-1] is None # Prepare with the invalid data and decode the valid data for array in invalid_data: encoder = NumericEncoder() encoder.prepare(pd.Series(array)) # Make sure the encoding has no nans or infs encoded_repr = encoder.encode(pd.Series(array)) assert not torch.isnan(encoded_repr).any() assert not torch.isinf(encoded_repr).any() # Make sure the invalid value is decoded as `None` and the rest as numbers decoded_repr = encoder.decode(encoded_repr) for dec, real in zip(decoded_repr, array): if is_none(real): assert is_none(dec) else: assert not is_none(x) or x != 0.0 def test_weights(self): num_bins = 10 data = np.random.normal(loc=0.0, scale=1.0, size=1000) hist, bin_edges = np.histogram(data, bins=num_bins, density=False) # constrict bins so that final histograms align, throw out minimum bin as the np.searchsorted is left justified # and this leads always to a singleton bin that contains the lowest value. bin_edges = bin_edges[1:] # construct target weight mapping. This mapping will round each entry to the lower bin edge. target_weights = {bin_edge: bin_edge for bin_edge in bin_edges} self.assertTrue(type(target_weights) is dict) # apply weight mapping encoder = NumericEncoder(is_target=True, target_weights=target_weights) generated_weights = encoder.get_weights(label_data=data) self.assertTrue(type(generated_weights) is np.ndarray) # distributions should match gen_hist, _ = np.histogram(generated_weights, bins=num_bins, density=False) self.assertTrue(np.all(np.equal(hist, gen_hist))) ================================================ FILE: tests/unit_tests/encoder/text/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/text/neg.txt ================================================ 2-faced 2-faces abnormal abolish abominable abominably abominate abomination abort aborted aborts abrade abrasive abrupt abruptly abscond absence absent-minded absentee absurd absurdity absurdly absurdness abuse abused abuses abusive abysmal abysmally abyss accidental accost accursed accusation accusations accuse accuses accusing accusingly acerbate acerbic acerbically ache ached aches achey aching acrid acridly acridness acrimonious acrimoniously acrimony adamant adamantly addict addicted addicting addicts admonish admonisher admonishingly admonishment admonition adulterate adulterated adulteration adulterier adversarial adversary adverse adversity afflict affliction afflictive affront afraid aggravate aggravating aggravation aggression aggressive aggressiveness aggressor aggrieve aggrieved aggrivation aghast agonies agonize agonizing agonizingly agony aground ail ailing ailment aimless alarm alarmed alarming alarmingly alienate alienated alienation allegation allegations allege allergic allergies allergy aloof altercation ambiguity ambiguous ambivalence ambivalent ambush amiss amputate anarchism anarchist anarchistic anarchy anemic anger angrily angriness angry anguish animosity annihilate annihilation annoy annoyance annoyances annoyed annoying annoyingly annoys anomalous anomaly antagonism antagonist antagonistic antagonize anti- anti-american anti-israeli anti-occupation anti-proliferation anti-semites anti-social anti-us anti-white antipathy antiquated antithetical anxieties anxiety anxious anxiously anxiousness apathetic apathetically apathy apocalypse apocalyptic apologist apologists appal appall appalled appalling appallingly apprehension apprehensions apprehensive apprehensively arbitrary arcane archaic arduous arduously argumentative arrogance arrogant arrogantly ashamed asinine asininely asinininity askance asperse aspersion aspersions assail assassin assassinate assault assult astray asunder atrocious atrocities atrocity atrophy attack attacks audacious audaciously audaciousness audacity audiciously austere authoritarian autocrat autocratic avalanche avarice avaricious avariciously avenge averse aversion aweful awful awfully awfulness awkward awkwardness ax babble back-logged back-wood back-woods backache backaches backaching backbite backbiting backward backwardness backwood backwoods bad badly baffle baffled bafflement baffling bait balk banal banalize bane banish banishment bankrupt barbarian barbaric barbarically barbarity barbarous barbarously barren baseless bash bashed bashful bashing bastard bastards battered battering batty bearish beastly bedlam bedlamite befoul beg beggar beggarly begging beguile belabor belated beleaguer belie belittle belittled belittling bellicose belligerence belligerent belligerently bemoan bemoaning bemused bent berate bereave bereavement bereft berserk beseech beset besiege besmirch bestial betray betrayal betrayals betrayer betraying betrays bewail beware bewilder bewildered bewildering bewilderingly bewilderment bewitch bias biased biases bicker bickering bid-rigging bigotries bigotry bitch bitchy biting bitingly bitter bitterly bitterness bizarre blab blabber blackmail blah blame blameworthy bland blandish blaspheme blasphemous blasphemy blasted blatant blatantly blather bleak bleakly bleakness bleed bleeding bleeds blemish blind blinding blindingly blindside blister blistering bloated blockage blockhead bloodshed bloodthirsty bloody blotchy blow blunder blundering blunders blunt blur bluring blurred blurring blurry blurs blurt boastful boggle bogus boil boiling boisterous bomb bombard bombardment bombastic bondage bonkers bore bored boredom bores boring botch bother bothered bothering bothers bothersome bowdlerize boycott braggart bragger brainless brainwash brash brashly brashness brat bravado brazen brazenly brazenness breach break break-up break-ups breakdown breaking breaks breakup breakups bribery brimstone bristle brittle broke broken broken-hearted brood browbeat bruise bruised bruises bruising brusque brutal brutalising brutalities brutality brutalize brutalizing brutally brute brutish bs buckle bug bugging buggy bugs bulkier bulkiness bulky bulkyness bull**** bull---- bullies bullshit bullshyt bully bullying bullyingly bum bump bumped bumping bumpping bumps bumpy bungle bungler bungling bunk burden burdensome burdensomely burn burned burning burns bust busts busybody butcher butchery buzzing byzantine cackle calamities calamitous calamitously calamity callous calumniate calumniation calumnies calumnious calumniously calumny cancer cancerous cannibal cannibalize capitulate capricious capriciously capriciousness capsize careless carelessness caricature carnage carp cartoonish cash-strapped castigate castrated casualty cataclysm cataclysmal cataclysmic cataclysmically catastrophe catastrophes catastrophic catastrophically catastrophies caustic caustically cautionary cave censure chafe chaff chagrin challenging chaos chaotic chasten chastise chastisement chatter chatterbox cheap cheapen cheaply cheat cheated cheater cheating cheats checkered cheerless cheesy chide childish chill chilly chintzy choke choleric choppy chore chronic chunky clamor clamorous clash cliche cliched clique clog clogged clogs cloud clouding cloudy clueless clumsy clunky coarse cocky coerce coercion coercive cold coldly collapse collude collusion combative combust comical commiserate commonplace commotion commotions complacent complain complained complaining complains complaint complaints complex complicated complication complicit compulsion compulsive concede conceded conceit conceited concen concens concern concerned concerns concession concessions condemn condemnable condemnation condemned condemns condescend condescending condescendingly condescension confess confession confessions confined conflict conflicted conflicting conflicts confound confounded confounding confront confrontation confrontational confuse confused confuses confusing confusion confusions congested congestion cons conscons conservative conspicuous conspicuously conspiracies conspiracy conspirator conspiratorial conspire consternation contagious contaminate contaminated contaminates contaminating contamination contempt contemptible contemptuous contemptuously contend contention contentious contort contortions contradict contradiction contradictory contrariness contravene contrive contrived controversial controversy convoluted corrode corrosion corrosions corrosive corrupt corrupted corrupting corruption corrupts corruptted costlier costly counter-productive counterproductive coupists covetous coward cowardly crabby crack cracked cracks craftily craftly crafty cramp cramped cramping cranky crap crappy craps crash crashed crashes crashing crass craven cravenly craze crazily craziness crazy creak creaking creaks credulous creep creeping creeps creepy crept crime criminal cringe cringed cringes cripple crippled cripples crippling crisis critic critical criticism criticisms criticize criticized criticizing critics cronyism crook crooked crooks crowded crowdedness crude cruel crueler cruelest cruelly cruelness cruelties cruelty crumble crumbling crummy crumple crumpled crumples crush crushed crushing cry culpable culprit cumbersome cunt cunts cuplrit curse cursed curses curt cuss cussed cutthroat cynical cynicism d*mn damage damaged damages damaging damn damnable damnably damnation damned damning damper danger dangerous dangerousness dark darken darkened darker darkness dastard dastardly daunt daunting dauntingly dawdle daze dazed dead deadbeat deadlock deadly deadweight deaf dearth death debacle debase debasement debaser debatable debauch debaucher debauchery debilitate debilitating debility debt debts decadence decadent decay decayed deceit deceitful deceitfully deceitfulness deceive deceiver deceivers deceiving deception deceptive deceptively declaim decline declines declining decrement decrepit decrepitude decry defamation defamations defamatory defame defect defective defects defensive defiance defiant defiantly deficiencies deficiency deficient defile defiler deform deformed defrauding defunct defy degenerate degenerately degeneration degradation degrade degrading degradingly dehumanization dehumanize deign deject dejected dejectedly dejection delay delayed delaying delays delinquency delinquent delirious delirium delude deluded deluge delusion delusional delusions demean demeaning demise demolish demolisher demon demonic demonize demonized demonizes demonizing demoralize demoralizing demoralizingly denial denied denies denigrate denounce dense dent dented dents denunciate denunciation denunciations deny denying deplete deplorable deplorably deplore deploring deploringly deprave depraved depravedly deprecate depress depressed depressing depressingly depression depressions deprive deprived deride derision derisive derisively derisiveness derogatory desecrate desert desertion desiccate desiccated desititute desolate desolately desolation despair despairing despairingly desperate desperately desperation despicable despicably despise despised despoil despoiler despondence despondency despondent despondently despot despotic despotism destabilisation destains destitute destitution destroy destroyer destruction destructive desultory deter deteriorate deteriorating deterioration deterrent detest detestable detestably detested detesting detests detract detracted detracting detraction detracts detriment detrimental devastate devastated devastates devastating devastatingly devastation deviate deviation devil devilish devilishly devilment devilry devious deviously deviousness devoid diabolic diabolical diabolically diametrically diappointed diatribe diatribes dick dictator dictatorial die die-hard died dies difficult difficulties difficulty diffidence dilapidated dilemma dilly-dally dim dimmer din ding dings dinky dire direly direness dirt dirtbag dirtbags dirts dirty disable disabled disaccord disadvantage disadvantaged disadvantageous disadvantages disaffect disaffected disaffirm disagree disagreeable disagreeably disagreed disagreeing disagreement disagrees disallow disapointed disapointing disapointment disappoint disappointed disappointing disappointingly disappointment disappointments disappoints disapprobation disapproval disapprove disapproving disarm disarray disaster disasterous disastrous disastrously disavow disavowal disbelief disbelieve disbeliever disclaim discombobulate discomfit discomfititure discomfort discompose disconcert disconcerted disconcerting disconcertingly disconsolate disconsolately disconsolation discontent discontented discontentedly discontinued discontinuity discontinuous discord discordance discordant discountenance discourage discouragement discouraging discouragingly discourteous discourteously discoutinous discredit discrepant discriminate discrimination discriminatory disdain disdained disdainful disdainfully disfavor disgrace disgraced disgraceful disgracefully disgruntle disgruntled disgust disgusted disgustedly disgustful disgustfully disgusting disgustingly dishearten disheartening dishearteningly dishonest dishonestly dishonesty dishonor dishonorable dishonorablely disillusion disillusioned disillusionment disillusions disinclination disinclined disingenuous disingenuously disintegrate disintegrated disintegrates disintegration disinterest disinterested dislike disliked dislikes disliking dislocated disloyal disloyalty dismal dismally dismalness dismay dismayed dismaying dismayingly dismissive dismissively disobedience disobedient disobey disoobedient disorder disordered disorderly disorganized disorient disoriented disown disparage disparaging disparagingly dispensable dispirit dispirited dispiritedly dispiriting displace displaced displease displeased displeasing displeasure disproportionate disprove disputable dispute disputed disquiet disquieting disquietingly disquietude disregard disregardful disreputable disrepute disrespect disrespectable disrespectablity disrespectful disrespectfully disrespectfulness disrespecting disrupt disruption disruptive diss dissapointed dissappointed dissappointing dissatisfaction dissatisfactory dissatisfied dissatisfies dissatisfy dissatisfying dissed dissemble dissembler dissension dissent dissenter dissention disservice disses dissidence dissident dissidents dissing dissocial dissolute dissolution dissonance dissonant dissonantly dissuade dissuasive distains distaste distasteful distastefully distort distorted distortion distorts distract distracting distraction distraught distraughtly distraughtness distress distressed distressing distressingly distrust distrustful distrusting disturb disturbance disturbed disturbing disturbingly disunity disvalue divergent divisive divisively divisiveness dizzing dizzingly dizzy doddering dodgey dogged doggedly dogmatic doldrums domineer domineering donside doom doomed doomsday dope doubt doubtful doubtfully doubts douchbag douchebag douchebags downbeat downcast downer downfall downfallen downgrade downhearted downheartedly downhill downside downsides downturn downturns drab draconian draconic drag dragged dragging dragoon drags drain drained draining drains drastic drastically drawback drawbacks dread dreadful dreadfully dreadfulness dreary dripped dripping drippy drips drones droop droops drop-out drop-outs dropout dropouts drought drowning drunk drunkard drunken dubious dubiously dubitable dud dull dullard dumb dumbfound dump dumped dumping dumps dunce dungeon dungeons dupe dust dusty dwindling dying earsplitting eccentric eccentricity effigy effrontery egocentric egomania egotism egotistical egotistically egregious egregiously election-rigger elimination emaciated emasculate embarrass embarrassing embarrassingly embarrassment embattled embroil embroiled embroilment emergency emphatic emphatically emptiness encroach encroachment endanger enemies enemy enervate enfeeble enflame engulf enjoin enmity enrage enraged enraging enslave entangle entanglement entrap entrapment envious enviously enviousness epidemic equivocal erase erode erodes erosion err errant erratic erratically erroneous erroneously error errors eruptions escapade eschew estranged evade evasion evasive evil evildoer evils eviscerate exacerbate exagerate exagerated exagerates exaggerate exaggeration exasperate exasperated exasperating exasperatingly exasperation excessive excessively exclusion excoriate excruciating excruciatingly excuse excuses execrate exhaust exhausted exhaustion exhausts exhorbitant exhort exile exorbitant exorbitantance exorbitantly expel expensive expire expired explode exploit exploitation explosive expropriate expropriation expulse expunge exterminate extermination extinguish extort extortion extraneous extravagance extravagant extravagantly extremism extremist extremists eyesore f**k fabricate fabrication facetious facetiously fail failed failing fails failure failures faint fainthearted faithless fake fall fallacies fallacious fallaciously fallaciousness fallacy fallen falling fallout falls false falsehood falsely falsify falter faltered famine famished fanatic fanatical fanatically fanaticism fanatics fanciful far-fetched farce farcical farcical-yet-provocative farcically farfetched fascism fascist fastidious fastidiously fastuous fat fat-cat fat-cats fatal fatalistic fatalistically fatally fatcat fatcats fateful fatefully fathomless fatigue fatigued fatique fatty fatuity fatuous fatuously fault faults faulty fawningly faze fear fearful fearfully fears fearsome feckless feeble feeblely feebleminded feign feint fell felon felonious ferociously ferocity fetid fever feverish fevers fiasco fib fibber fickle fiction fictional fictitious fidget fidgety fiend fiendish fierce figurehead filth filthy finagle finicky fissures fist flabbergast flabbergasted flagging flagrant flagrantly flair flairs flak flake flakey flakieness flaking flaky flare flares flareup flareups flat-out flaunt flaw flawed flaws flee fleed fleeing fleer flees fleeting flicering flicker flickering flickers flighty flimflam flimsy flirt flirty floored flounder floundering flout fluster foe fool fooled foolhardy foolish foolishly foolishness forbid forbidden forbidding forceful foreboding forebodingly forfeit forged forgetful forgetfully forgetfulness forlorn forlornly forsake forsaken forswear foul foully foulness fractious fractiously fracture fragile fragmented frail frantic frantically franticly fraud fraudulent fraught frazzle frazzled freak freaking freakish freakishly freaks freeze freezes freezing frenetic frenetically frenzied frenzy fret fretful frets friction frictions fried friggin frigging fright frighten frightening frighteningly frightful frightfully frigid frost frown froze frozen fruitless fruitlessly frustrate frustrated frustrates frustrating frustratingly frustration frustrations fuck fucking fudge fugitive full-blown fulminate fumble fume fumes fundamentalism funky funnily funny furious furiously furor fury fuss fussy fustigate fusty futile futilely futility fuzzy gabble gaff gaffe gainsay gainsayer gall galling gallingly galls gangster gape garbage garish gasp gauche gaudy gawk gawky geezer genocide get-rich ghastly ghetto ghosting gibber gibberish gibe giddy gimmick gimmicked gimmicking gimmicks gimmicky glare glaringly glib glibly glitch glitches gloatingly gloom gloomy glower glum glut gnawing goad goading god-awful goof goofy goon gossip graceless gracelessly graft grainy grapple grate grating gravely greasy greed greedy grief grievance grievances grieve grieving grievous grievously grim grimace grind gripe gripes grisly gritty gross grossly grotesque grouch grouchy groundless grouse growl grudge grudges grudging grudgingly gruesome gruesomely gruff grumble grumpier grumpiest grumpily grumpish grumpy guile guilt guiltily guilty gullible gutless gutter hack hacks haggard haggle hairloss halfhearted halfheartedly hallucinate hallucination hamper hampered handicapped hang hangs haphazard hapless harangue harass harassed harasses harassment harboring harbors hard hard-hit hard-line hard-liner hardball harden hardened hardheaded hardhearted hardliner hardliners hardship hardships harm harmed harmful harms harpy harridan harried harrow harsh harshly hasseling hassle hassled hassles haste hastily hasty hate hated hateful hatefully hatefulness hater haters hates hating hatred haughtily haughty haunt haunting havoc hawkish haywire hazard hazardous haze hazy head-aches headache headaches heartbreaker heartbreaking heartbreakingly heartless heathen heavy-handed heavyhearted heck heckle heckled heckles hectic hedge hedonistic heedless hefty hegemonism hegemonistic hegemony heinous hell hell-bent hellion hells helpless helplessly helplessness heresy heretic heretical hesitant hestitant hideous hideously hideousness high-priced hiliarious hinder hindrance hiss hissed hissing ho-hum hoard hoax hobble hogs hollow hoodium hoodwink hooligan hopeless hopelessly hopelessness horde horrendous horrendously horrible horrid horrific horrified horrifies horrify horrifying horrifys hostage hostile hostilities hostility hotbeds hothead hotheaded hothouse hubris huckster hum humid humiliate humiliating humiliation humming hung hurt hurted hurtful hurting hurts hustler hype hypocricy hypocrisy hypocrite hypocrites hypocritical hypocritically hysteria hysteric hysterical hysterically hysterics idiocies idiocy idiot idiotic idiotically idiots idle ignoble ignominious ignominiously ignominy ignorance ignorant ignore ill-advised ill-conceived ill-defined ill-designed ill-fated ill-favored ill-formed ill-mannered ill-natured ill-sorted ill-tempered ill-treated ill-treatment ill-usage ill-used illegal illegally illegitimate illicit illiterate illness illogic illogical illogically illusion illusions illusory imaginary imbalance imbecile imbroglio immaterial immature imminence imminently immobilized immoderate immoderately immodest immoral immorality immorally immovable impair impaired impasse impatience impatient impatiently impeach impedance impede impediment impending impenitent imperfect imperfection imperfections imperfectly imperialist imperil imperious imperiously impermissible impersonal impertinent impetuous impetuously impiety impinge impious implacable implausible implausibly implicate implication implode impolite impolitely impolitic importunate importune impose imposers imposing imposition impossible impossiblity impossibly impotent impoverish impoverished impractical imprecate imprecise imprecisely imprecision imprison imprisonment improbability improbable improbably improper improperly impropriety imprudence imprudent impudence impudent impudently impugn impulsive impulsively impunity impure impurity inability inaccuracies inaccuracy inaccurate inaccurately inaction inactive inadequacy inadequate inadequately inadverent inadverently inadvisable inadvisably inane inanely inappropriate inappropriately inapt inaptitude inarticulate inattentive inaudible incapable incapably incautious incendiary incense incessant incessantly incite incitement incivility inclement incognizant incoherence incoherent incoherently incommensurate incomparable incomparably incompatability incompatibility incompatible incompetence incompetent incompetently incomplete incompliant incomprehensible incomprehension inconceivable inconceivably incongruous incongruously inconsequent inconsequential inconsequentially inconsequently inconsiderate inconsiderately inconsistence inconsistencies inconsistency inconsistent inconsolable inconsolably inconstant inconvenience inconveniently incorrect incorrectly incorrigible incorrigibly incredulous incredulously inculcate indecency indecent indecently indecision indecisive indecisively indecorum indefensible indelicate indeterminable indeterminably indeterminate indifference indifferent indigent indignant indignantly indignation indignity indiscernible indiscreet indiscreetly indiscretion indiscriminate indiscriminately indiscriminating indistinguishable indoctrinate indoctrination indolent indulge ineffective ineffectively ineffectiveness ineffectual ineffectually ineffectualness inefficacious inefficacy inefficiency inefficient inefficiently inelegance inelegant ineligible ineloquent ineloquently inept ineptitude ineptly inequalities inequality inequitable inequitably inequities inescapable inescapably inessential inevitable inevitably inexcusable inexcusably inexorable inexorably inexperience inexperienced inexpert inexpertly inexpiable inexplainable inextricable inextricably infamous infamously infamy infected infection infections inferior inferiority infernal infest infested infidel infidels infiltrator infiltrators infirm inflame inflammation inflammatory inflammed inflated inflationary inflexible inflict infraction infringe infringement infringements infuriate infuriated infuriating infuriatingly inglorious ingrate ingratitude inhibit inhibition inhospitable inhospitality inhuman inhumane inhumanity inimical inimically iniquitous iniquity injudicious injure injurious injury injustice injustices innuendo inoperable inopportune inordinate inordinately insane insanely insanity insatiable insecure insecurity insensible insensitive insensitively insensitivity insidious insidiously insignificance insignificant insignificantly insincere insincerely insincerity insinuate insinuating insinuation insociable insolence insolent insolently insolvent insouciance instability instable instigate instigator instigators insubordinate insubstantial insubstantially insufferable insufferably insufficiency insufficient insufficiently insular insult insulted insulting insultingly insults insupportable insupportably insurmountable insurmountably insurrection intefere inteferes intense interfere interference interferes intermittent interrupt interruption interruptions intimidate intimidating intimidatingly intimidation intolerable intolerablely intolerance intoxicate intractable intransigence intransigent intrude intrusion intrusive inundate inundated invader invalid invalidate invalidity invasive invective inveigle invidious invidiously invidiousness invisible involuntarily involuntary irascible irate irately ire irk irked irking irks irksome irksomely irksomeness irksomenesses ironic ironical ironically ironies irony irragularity irrational irrationalities irrationality irrationally irrationals irreconcilable irrecoverable irrecoverableness irrecoverablenesses irrecoverably irredeemable irredeemably irreformable irregular irregularity irrelevance irrelevant irreparable irreplacible irrepressible irresolute irresolvable irresponsible irresponsibly irretating irretrievable irreversible irritable irritably irritant irritate irritated irritating irritation irritations isolate isolated isolation issue issues itch itching itchy jabber jaded jagged jam jarring jaundiced jealous jealously jealousness jealousy jeer jeering jeeringly jeers jeopardize jeopardy jerk jerky jitter jitters jittery job-killing jobless joke joker jolt judder juddering judders jumpy junk junky junkyard jutter jutters kaput kill killed killer killing killjoy kills knave knife knock knotted kook kooky lack lackadaisical lacked lackey lackeys lacking lackluster lacks laconic lag lagged lagging laggy lags laid-off lambast lambaste lame lame-duck lament lamentable lamentably languid languish languor languorous languorously lanky lapse lapsed lapses lascivious last-ditch latency laughable laughably laughingstock lawbreaker lawbreaking lawless lawlessness layoff layoff-happy lazy leak leakage leakages leaking leaks leaky lech lecher lecherous lechery leech leer leery left-leaning lemon lengthy less-developed lesser-known letch lethal lethargic lethargy lewd lewdly lewdness liability liable liar liars licentious licentiously licentiousness lie lied lier lies life-threatening lifeless limit limitation limitations limited limits limp listless litigious little-known livid lividly loath loathe loathing loathly loathsome loathsomely lone loneliness lonely loner lonesome long-time long-winded longing longingly loophole loopholes loose loot lorn lose loser losers loses losing loss losses lost loud louder lousy loveless lovelorn low-rated lowly ludicrous ludicrously lugubrious lukewarm lull lumpy lunatic lunaticism lurch lure lurid lurk lurking lying macabre mad madden maddening maddeningly madder madly madman madness maladjusted maladjustment malady malaise malcontent malcontented maledict malevolence malevolent malevolently malice malicious maliciously maliciousness malign malignant malodorous maltreatment mangle mangled mangles mangling mania maniac maniacal manic manipulate manipulation manipulative manipulators mar marginal marginally martyrdom martyrdom-seeking mashed massacre massacres matte mawkish mawkishly mawkishness meager meaningless meanness measly meddle meddlesome mediocre mediocrity melancholy melodramatic melodramatically meltdown menace menacing menacingly mendacious mendacity menial merciless mercilessly mess messed messes messing messy midget miff militancy mindless mindlessly mirage mire misalign misaligned misaligns misapprehend misbecome misbecoming misbegotten misbehave misbehavior miscalculate miscalculation miscellaneous mischief mischievous mischievously misconception misconceptions miscreant miscreants misdirection miser miserable miserableness miserably miseries miserly misery misfit misfortune misgiving misgivings misguidance misguide misguided mishandle mishap misinform misinformed misinterpret misjudge misjudgment mislead misleading misleadingly mislike mismanage mispronounce mispronounced mispronounces misread misreading misrepresent misrepresentation miss missed misses misstatement mist mistake mistaken mistakenly mistakes mistified mistress mistrust mistrustful mistrustfully mists misunderstand misunderstanding misunderstandings misunderstood misuse moan mobster mock mocked mockeries mockery mocking mockingly mocks molest molestation monotonous monotony monster monstrosities monstrosity monstrous monstrously moody moot mope morbid morbidly mordant mordantly moribund moron moronic morons mortification mortified mortify mortifying motionless motley mourn mourner mournful mournfully muddle muddy mudslinger mudslinging mulish multi-polarization mundane murder murderer murderous murderously murky muscle-flexing mushy musty mysterious mysteriously mystery mystify myth nag nagging naive naively narrower nastily nastiness nasty naughty nauseate nauseates nauseating nauseatingly naĂŻve nebulous nebulously needless needlessly needy nefarious nefariously negate negation negative negatives negativity neglect neglected negligence negligent nemesis nepotism nervous nervously nervousness nettle nettlesome neurotic neurotically niggle niggles nightmare nightmarish nightmarishly nitpick nitpicking noise noises noisier noisy non-confidence nonexistent nonresponsive nonsense nosey notoriety notorious notoriously noxious nuisance numb obese object objection objectionable objections oblique obliterate obliterated oblivious obnoxious obnoxiously obscene obscenely obscenity obscure obscured obscures obscurity obsess obsessive obsessively obsessiveness obsolete obstacle obstinate obstinately obstruct obstructed obstructing obstruction obstructs obtrusive obtuse occlude occluded occludes occluding odd odder oddest oddities oddity oddly odor offence offend offender offending offenses offensive offensively offensiveness officious ominous ominously omission omit one-sided onerous onerously onslaught opinionated opponent opportunistic oppose opposition oppositions oppress oppression oppressive oppressively oppressiveness oppressors ordeal orphan ostracize outbreak outburst outbursts outcast outcry outlaw outmoded outrage outraged outrageous outrageously outrageousness outrages outsider over-acted over-awe over-balanced over-hyped over-priced over-valuation overact overacted overawe overbalance overbalanced overbearing overbearingly overblown overdo overdone overdue overemphasize overheat overkill overloaded overlook overpaid overpayed overplay overpower overpriced overrated overreach overrun overshadow oversight oversights oversimplification oversimplified oversimplify oversize overstate overstated overstatement overstatements overstates overtaxed overthrow overthrows overturn overweight overwhelm overwhelmed overwhelming overwhelmingly overwhelms overzealous overzealously overzelous pain painful painfull painfully pains pale pales paltry pan pandemonium pander pandering panders panic panick panicked panicking panicky paradoxical paradoxically paralize paralyzed paranoia paranoid parasite pariah parody partiality partisan partisans passe passive passiveness pathetic pathetically patronize paucity pauper paupers payback peculiar peculiarly pedantic peeled peeve peeved peevish peevishly penalize penalty perfidious perfidity perfunctory peril perilous perilously perish pernicious perplex perplexed perplexing perplexity persecute persecution pertinacious pertinaciously pertinacity perturb perturbed pervasive perverse perversely perversion perversity pervert perverted perverts pessimism pessimistic pessimistically pest pestilent petrified petrify pettifog petty phobia phobic phony picket picketed picketing pickets picky pig pigs pillage pillory pimple pinch pique pitiable pitiful pitifully pitiless pitilessly pittance pity plagiarize plague plasticky plaything plea pleas plebeian plight plot plotters ploy plunder plunderer pointless pointlessly poison poisonous poisonously pokey poky polarisation polemize pollute polluter polluters polution pompous poor poorer poorest poorly posturing pout poverty powerless prate pratfall prattle precarious precariously precipitate precipitous predatory predicament prejudge prejudice prejudices prejudicial premeditated preoccupy preposterous preposterously presumptuous presumptuously pretence pretend pretense pretentious pretentiously prevaricate pricey pricier prick prickle prickles prideful prik primitive prison prisoner problem problematic problems procrastinate procrastinates procrastination profane profanity prohibit prohibitive prohibitively propaganda propagandize proprietary prosecute protest protested protesting protests protracted provocation provocative provoke pry pugnacious pugnaciously pugnacity punch punish punishable punitive punk puny puppet puppets puzzled puzzlement puzzling quack qualm qualms quandary quarrel quarrellous quarrellously quarrels quarrelsome quash queer questionable quibble quibbles quitter rabid racism racist racists racy radical radicalization radically radicals rage ragged raging rail raked rampage rampant ramshackle rancor randomly rankle rant ranted ranting rantingly rants rape raped raping rascal rascals rash rattle rattled rattles ravage raving reactionary rebellious rebuff rebuke recalcitrant recant recession recessionary reckless recklessly recklessness recoil recourses redundancy redundant refusal refuse refused refuses refusing refutation refute refuted refutes refuting regress regression regressive regret regreted regretful regretfully regrets regrettable regrettably regretted reject rejected rejecting rejection rejects relapse relentless relentlessly relentlessness reluctance reluctant reluctantly remorse remorseful remorsefully remorseless remorselessly remorselessness renounce renunciation repel repetitive reprehensible reprehensibly reprehension reprehensive repress repression repressive reprimand reproach reproachful reprove reprovingly repudiate repudiation repugn repugnance repugnant repugnantly repulse repulsed repulsing repulsive repulsively repulsiveness resent resentful resentment resignation resigned resistance restless restlessness restrict restricted restriction restrictive resurgent retaliate retaliatory retard retarded retardedness retards reticent retract retreat retreated revenge revengeful revengefully revert revile reviled revoke revolt revolting revoltingly revulsion revulsive rhapsodize rhetoric rhetorical ricer ridicule ridicules ridiculous ridiculously rife rift rifts rigid rigidity rigidness rile riled rip rip-off ripoff ripped risk risks risky rival rivalry roadblocks rocky rogue rollercoaster rot rotten rough rremediable rubbish rude rue ruffian ruffle ruin ruined ruining ruinous ruins rumbling rumor rumors rumours rumple run-down runaway rupture rust rusts rusty rut ruthless ruthlessly ruthlessness ruts sabotage sack sacrificed sad sadden sadly sadness sag sagged sagging saggy sags salacious sanctimonious sap sarcasm sarcastic sarcastically sardonic sardonically sass satirical satirize savage savaged savagery savages scaly scam scams scandal scandalize scandalized scandalous scandalously scandals scandel scandels scant scapegoat scar scarce scarcely scarcity scare scared scarier scariest scarily scarred scars scary scathing scathingly sceptical scoff scoffingly scold scolded scolding scoldingly scorching scorchingly scorn scornful scornfully scoundrel scourge scowl scramble scrambled scrambles scrambling scrap scratch scratched scratches scratchy scream screech screw-up screwed screwed-up screwy scuff scuffs scum scummy second-class second-tier secretive sedentary seedy seethe seething self-coup self-criticism self-defeating self-destructive self-humiliation self-interest self-interested self-serving selfinterested selfish selfishly selfishness semi-retarded senile sensationalize senseless senselessly seriousness sermonize servitude set-up setback setbacks sever severe severity sh*t shabby shadowy shady shake shaky shallow sham shambles shame shameful shamefully shamefulness shameless shamelessly shamelessness shark sharply shatter shemale shimmer shimmy shipwreck shirk shirker shit shiver shock shocked shocking shockingly shoddy short-lived shortage shortchange shortcoming shortcomings shortness shortsighted shortsightedness showdown shrew shriek shrill shrilly shrivel shroud shrouded shrug shun shunned sick sicken sickening sickeningly sickly sickness sidetrack sidetracked siege sillily silly simplistic simplistically sin sinful sinfully sinister sinisterly sink sinking skeletons skeptic skeptical skeptically skepticism sketchy skimpy skinny skittish skittishly skulk slack slander slanderer slanderous slanderously slanders slap slashing slaughter slaughtered slave slaves sleazy slime slog slogged slogging slogs sloooooooooooooow sloooow slooow sloow sloppily sloppy sloth slothful slow slow-moving slowed slower slowest slowly sloww slowww slowwww slug sluggish slump slumping slumpping slur slut sluts sly smack smallish smash smear smell smelled smelling smells smelly smelt smoke smokescreen smolder smoldering smother smoulder smouldering smudge smudged smudges smudging smug smugly smut smuttier smuttiest smutty snag snagged snagging snags snappish snappishly snare snarky snarl sneak sneakily sneaky sneer sneering sneeringly snob snobbish snobby snobish snobs snub so-cal soapy sob sober sobering solemn solicitude somber sore sorely soreness sorrow sorrowful sorrowfully sorry sour sourly spade spank spendy spew spewed spewing spews spilling spinster spiritless spite spiteful spitefully spitefulness splatter split splitting spoil spoilage spoilages spoiled spoilled spoils spook spookier spookiest spookily spooky spoon-fed spoon-feed spoonfed sporadic spotty spurious spurn sputter squabble squabbling squander squash squeak squeaks squeaky squeal squealing squeals squirm stab stagnant stagnate stagnation staid stain stains stale stalemate stall stalls stammer stampede standstill stark starkly startle startling startlingly starvation starve static steal stealing steals steep steeply stench stereotype stereotypical stereotypically stern stew sticky stiff stiffness stifle stifling stiflingly stigma stigmatize sting stinging stingingly stingy stink stinks stodgy stole stolen stooge stooges stormy straggle straggler strain strained straining strange strangely stranger strangest strangle streaky strenuous stress stresses stressful stressfully stricken strict strictly strident stridently strife strike stringent stringently struck struggle struggled struggles struggling strut stubborn stubbornly stubbornness stuck stuffy stumble stumbled stumbles stump stumped stumps stun stunt stunted stupid stupidest stupidity stupidly stupified stupify stupor stutter stuttered stuttering stutters sty stymied sub-par subdued subjected subjection subjugate subjugation submissive subordinate subpoena subpoenas subservience subservient substandard subtract subversion subversive subversively subvert succumb suck sucked sucker sucks sucky sue sued sueing sues suffer suffered sufferer sufferers suffering suffers suffocate sugar-coat sugar-coated sugarcoated suicidal suicide sulk sullen sully sunder sunk sunken superficial superficiality superficially superfluous superstition superstitious suppress suppression surrender susceptible suspect suspicion suspicions suspicious suspiciously swagger swamped sweaty swelled swelling swindle swipe swollen symptom symptoms syndrome taboo tacky taint tainted tamper tangle tangled tangles tank tanked tanks tantrum tardy tarnish tarnished tarnishes tarnishing tattered taunt taunting tauntingly taunts taut tawdry taxing tease teasingly tedious tediously temerity temper tempest temptation tenderness tense tension tentative tentatively tenuous tenuously tepid terrible terribleness terribly terror terror-genic terrorism terrorize testily testy tetchily tetchy thankless thicker thirst thorny thoughtless thoughtlessly thoughtlessness thrash threat threaten threatening threats threesome throb throbbed throbbing throbs throttle thug thumb-down thumbs-down thwart time-consuming timid timidity timidly timidness tin-y tingled tingling tired tiresome tiring tiringly toil toll top-heavy topple torment tormented torrent tortuous torture tortured tortures torturing torturous torturously totalitarian touchy toughness tout touted touts toxic traduce tragedy tragic tragically traitor traitorous traitorously tramp trample transgress transgression trap traped trapped trash trashed trashy trauma traumatic traumatically traumatize traumatized travesties travesty treacherous treacherously treachery treason treasonous trick tricked trickery tricky trivial trivialize trouble troubled troublemaker troubles troublesome troublesomely troubling troublingly truant tumble tumbled tumbles tumultuous turbulent turmoil twist twisted twists two-faced two-faces tyrannical tyrannically tyranny tyrant ugh uglier ugliest ugliness ugly ulterior ultimatum ultimatums ultra-hardline un-viewable unable unacceptable unacceptablely unacceptably unaccessible unaccustomed unachievable unaffordable unappealing unattractive unauthentic unavailable unavoidably unbearable unbearablely unbelievable unbelievably uncaring uncertain uncivil uncivilized unclean unclear uncollectible uncomfortable uncomfortably uncomfy uncompetitive uncompromising uncompromisingly unconfirmed unconstitutional uncontrolled unconvincing unconvincingly uncooperative uncouth uncreative undecided undefined undependability undependable undercut undercuts undercutting underdog underestimate underlings undermine undermined undermines undermining underpaid underpowered undersized undesirable undetermined undid undignified undissolved undocumented undone undue unease uneasily uneasiness uneasy uneconomical unemployed unequal unethical uneven uneventful unexpected unexpectedly unexplained unfairly unfaithful unfaithfully unfamiliar unfavorable unfeeling unfinished unfit unforeseen unforgiving unfortunate unfortunately unfounded unfriendly unfulfilled unfunded ungovernable ungrateful unhappily unhappiness unhappy unhealthy unhelpful unilateralism unimaginable unimaginably unimportant uninformed uninsured unintelligible unintelligile unipolar unjust unjustifiable unjustifiably unjustified unjustly unkind unkindly unknown unlamentable unlamentably unlawful unlawfully unlawfulness unleash unlicensed unlikely unlucky unmoved unnatural unnaturally unnecessary unneeded unnerve unnerved unnerving unnervingly unnoticed unobserved unorthodox unorthodoxy unpleasant unpleasantries unpopular unpredictable unprepared unproductive unprofitable unprove unproved unproven unproves unproving unqualified unravel unraveled unreachable unreadable unrealistic unreasonable unreasonably unrelenting unrelentingly unreliability unreliable unresolved unresponsive unrest unruly unsafe unsatisfactory unsavory unscrupulous unscrupulously unsecure unseemly unsettle unsettled unsettling unsettlingly unskilled unsophisticated unsound unspeakable unspeakablely unspecified unstable unsteadily unsteadiness unsteady unsuccessful unsuccessfully unsupported unsupportive unsure unsuspecting unsustainable untenable untested unthinkable unthinkably untimely untouched untrue untrustworthy untruthful unusable unusably unuseable unuseably unusual unusually unviewable unwanted unwarranted unwatchable unwelcome unwell unwieldy unwilling unwillingly unwillingness unwise unwisely unworkable unworthy unyielding upbraid upheaval uprising uproar uproarious uproariously uproarous uproarously uproot upset upseting upsets upsetting upsettingly urgent useless usurp usurper utterly vagrant vague vagueness vain vainly vanity vehement vehemently vengeance vengeful vengefully vengefulness venom venomous venomously vent vestiges vex vexation vexing vexingly vibrate vibrated vibrates vibrating vibration vice vicious viciously viciousness victimize vile vileness vilify villainous villainously villains villian villianous villianously villify vindictive vindictively vindictiveness violate violation violator violators violent violently viper virulence virulent virulently virus vociferous vociferously volatile volatility vomit vomited vomiting vomits vulgar vulnerable wack wail wallow wane waning wanton war-like warily wariness warlike warned warning warp warped wary washed-out waste wasted wasteful wastefulness wasting water-down watered-down wayward weak weaken weakening weaker weakness weaknesses weariness wearisome weary wedge weed weep weird weirdly wheedle whimper whine whining whiny whips whore whores wicked wickedly wickedness wild wildly wiles wilt wily wimpy wince wobble wobbled wobbles woe woebegone woeful woefully womanizer womanizing worn worried worriedly worrier worries worrisome worry worrying worryingly worse worsen worsening worst worthless worthlessly worthlessness wound wounds wrangle wrath wreak wreaked wreaks wreck wrest wrestle wretch wretched wretchedly wretchedness wrinkle wrinkled wrinkles wrip wripped wripping writhe wrong wrongful wrongly wrought yawn zap zapped zaps zealot zealous zealously zombie ================================================ FILE: tests/unit_tests/encoder/text/pos.txt ================================================ a+ abound abounds abundance abundant accessable accessible acclaim acclaimed acclamation accolade accolades accommodative accomodative accomplish accomplished accomplishment accomplishments accurate accurately achievable achievement achievements achievible acumen adaptable adaptive adequate adjustable admirable admirably admiration admire admirer admiring admiringly adorable adore adored adorer adoring adoringly adroit adroitly adulate adulation adulatory advanced advantage advantageous advantageously advantages adventuresome adventurous advocate advocated advocates affability affable affably affectation affection affectionate affinity affirm affirmation affirmative affluence affluent afford affordable affordably afordable agile agilely agility agreeable agreeableness agreeably all-around alluring alluringly altruistic altruistically amaze amazed amazement amazes amazing amazingly ambitious ambitiously ameliorate amenable amenity amiability amiabily amiable amicability amicable amicably amity ample amply amuse amusing amusingly angel angelic apotheosis appeal appealing applaud appreciable appreciate appreciated appreciates appreciative appreciatively appropriate approval approve ardent ardently ardor articulate aspiration aspirations aspire assurance assurances assure assuredly assuring astonish astonished astonishing astonishingly astonishment astound astounded astounding astoundingly astutely attentive attraction attractive attractively attune audible audibly auspicious authentic authoritative autonomous available aver avid avidly award awarded awards awe awed awesome awesomely awesomeness awestruck awsome backbone balanced bargain beauteous beautiful beautifullly beautifully beautify beauty beckon beckoned beckoning beckons believable believeable beloved benefactor beneficent beneficial beneficially beneficiary benefit benefits benevolence benevolent benifits best best-known best-performing best-selling better better-known better-than-expected beutifully blameless bless blessing bliss blissful blissfully blithe blockbuster bloom blossom bolster bonny bonus bonuses boom booming boost boundless bountiful brainiest brainy brand-new brave bravery bravo breakthrough breakthroughs breathlessness breathtaking breathtakingly breeze bright brighten brighter brightest brilliance brilliances brilliant brilliantly brisk brotherly bullish buoyant cajole calm calming calmness capability capable capably captivate captivating carefree cashback cashbacks catchy celebrate celebrated celebration celebratory champ champion charisma charismatic charitable charm charming charmingly chaste cheaper cheapest cheer cheerful cheery cherish cherished cherub chic chivalrous chivalry civility civilize clarity classic classy clean cleaner cleanest cleanliness cleanly clear clear-cut cleared clearer clearly clears clever cleverly cohere coherence coherent cohesive colorful comely comfort comfortable comfortably comforting comfy commend commendable commendably commitment commodious compact compactly compassion compassionate compatible competitive complement complementary complemented complements compliant compliment complimentary comprehensive conciliate conciliatory concise confidence confident congenial congratulate congratulation congratulations congratulatory conscientious considerate consistent consistently constructive consummate contentment continuity contrasty contribution convenience convenient conveniently convience convienient convient convincing convincingly cool coolest cooperative cooperatively cornerstone correct correctly cost-effective cost-saving counter-attack counter-attacks courage courageous courageously courageousness courteous courtly covenant cozy creative credence credible crisp crisper cure cure-all cushy cute cuteness danke danken daring daringly darling dashing dauntless dawn dazzle dazzled dazzling dead-cheap dead-on decency decent decisive decisiveness dedicated defeat defeated defeating defeats defender deference deft deginified delectable delicacy delicate delicious delight delighted delightful delightfully delightfulness dependable dependably deservedly deserving desirable desiring desirous destiny detachable devout dexterous dexterously dextrous dignified dignify dignity diligence diligent diligently diplomatic dirt-cheap distinction distinctive distinguished diversified divine divinely dominate dominated dominates dote dotingly doubtless dreamland dumbfounded dumbfounding dummy-proof durable dynamic eager eagerly eagerness earnest earnestly earnestness ease eased eases easier easiest easiness easing easy easy-to-use easygoing ebullience ebullient ebulliently ecenomical economical ecstasies ecstasy ecstatic ecstatically edify educated effective effectively effectiveness effectual efficacious efficient efficiently effortless effortlessly effusion effusive effusively effusiveness elan elate elated elatedly elation electrify elegance elegant elegantly elevate elite eloquence eloquent eloquently embolden eminence eminent empathize empathy empower empowerment enchant enchanted enchanting enchantingly encourage encouragement encouraging encouragingly endear endearing endorse endorsed endorsement endorses endorsing energetic energize energy-efficient energy-saving engaging engrossing enhance enhanced enhancement enhances enjoy enjoyable enjoyably enjoyed enjoying enjoyment enjoys enlighten enlightenment enliven ennoble enough enrapt enrapture enraptured enrich enrichment enterprising entertain entertaining entertains enthral enthrall enthralled enthuse enthusiasm enthusiast enthusiastic enthusiastically entice enticed enticing enticingly entranced entrancing entrust enviable enviably envious enviously enviousness envy equitable ergonomical err-free erudite ethical eulogize euphoria euphoric euphorically evaluative evenly eventful everlasting evocative exalt exaltation exalted exaltedly exalting exaltingly examplar examplary excallent exceed exceeded exceeding exceedingly exceeds excel exceled excelent excellant excelled excellence excellency excellent excellently excels exceptional exceptionally excite excited excitedly excitedness excitement excites exciting excitingly exellent exemplar exemplary exhilarate exhilarating exhilaratingly exhilaration exonerate expansive expeditiously expertly exquisite exquisitely extol extoll extraordinarily extraordinary exuberance exuberant exuberantly exult exultant exultation exultingly eye-catch eye-catching eyecatch eyecatching fabulous fabulously facilitate fair fairly fairness faith faithful faithfully faithfulness fame famed famous famously fancier fancinating fancy fanfare fans fantastic fantastically fascinate fascinating fascinatingly fascination fashionable fashionably fast fast-growing fast-paced faster fastest fastest-growing faultless fav fave favor favorable favored favorite favorited favour fearless fearlessly feasible feasibly feat feature-rich fecilitous feisty felicitate felicitous felicity fertile fervent fervently fervid fervidly fervor festive fidelity fiery fine fine-looking finely finer finest firmer first-class first-in-class first-rate flashy flatter flattering flatteringly flawless flawlessly flexibility flexible flourish flourishing fluent flutter fond fondly fondness foolproof foremost foresight formidable fortitude fortuitous fortuitously fortunate fortunately fortune fragrant free freed freedom freedoms fresh fresher freshest friendliness friendly frolic frugal fruitful ftw fulfillment fun futurestic futuristic gaiety gaily gain gained gainful gainfully gaining gains gallant gallantly galore geekier geeky gem gems generosity generous generously genial genius gentle gentlest genuine gifted glad gladden gladly gladness glamorous glee gleeful gleefully glimmer glimmering glisten glistening glitter glitz glorify glorious gloriously glory glow glowing glowingly god-given god-send godlike godsend gold golden good goodly goodness goodwill goood gooood gorgeous gorgeously grace graceful gracefully gracious graciously graciousness grand grandeur grateful gratefully gratification gratified gratifies gratify gratifying gratifyingly gratitude great greatest greatness grin groundbreaking guarantee guidance guiltless gumption gush gusto gutsy hail halcyon hale hallmark hallmarks hallowed handier handily hands-down handsome handsomely handy happier happily happiness happy hard-working hardier hardy harmless harmonious harmoniously harmonize harmony headway heal healthful healthy hearten heartening heartfelt heartily heartwarming heaven heavenly helped helpful helping hero heroic heroically heroine heroize heros high-quality high-spirited hilarious holy homage honest honesty honor honorable honored honoring hooray hopeful hospitable hot hotcake hotcakes hottest hug humane humble humility humor humorous humorously humour humourous ideal idealize ideally idol idolize idolized idyllic illuminate illuminati illuminating illumine illustrious ilu imaculate imaginative immaculate immaculately immense impartial impartiality impartially impassioned impeccable impeccably important impress impressed impresses impressive impressively impressiveness improve improved improvement improvements improves improving incredible incredibly indebted individualized indulgence indulgent industrious inestimable inestimably inexpensive infallibility infallible infallibly influential ingenious ingeniously ingenuity ingenuous ingenuously innocuous innovation innovative inpressed insightful insightfully inspiration inspirational inspire inspiring instantly instructive instrumental integral integrated intelligence intelligent intelligible interesting interests intimacy intimate intricate intrigue intriguing intriguingly intuitive invaluable invaluablely inventive invigorate invigorating invincibility invincible inviolable inviolate invulnerable irreplaceable irreproachable irresistible irresistibly issue-free jaw-droping jaw-dropping jollify jolly jovial joy joyful joyfully joyous joyously jubilant jubilantly jubilate jubilation jubiliant judicious justly keen keenly keenness kid-friendly kindliness kindly kindness knowledgeable kudos large-capacity laud laudable laudably lavish lavishly law-abiding lawful lawfully lead leading leads lean led legendary leverage levity liberate liberation liberty lifesaver light-hearted lighter likable like liked likes liking lionhearted lively logical long-lasting lovable lovably love loved loveliness lovely lover loves loving low-cost low-price low-priced low-risk lower-priced loyal loyalty lucid lucidly luck luckier luckiest luckiness lucky lucrative luminous lush luster lustrous luxuriant luxuriate luxurious luxuriously luxury lyrical magic magical magnanimous magnanimously magnificence magnificent magnificently majestic majesty manageable maneuverable marvel marveled marvelled marvellous marvelous marvelously marvelousness marvels master masterful masterfully masterpiece masterpieces masters mastery matchless mature maturely maturity meaningful memorable merciful mercifully mercy merit meritorious merrily merriment merriness merry mesmerize mesmerized mesmerizes mesmerizing mesmerizingly meticulous meticulously mightily mighty mind-blowing miracle miracles miraculous miraculously miraculousness modern modest modesty momentous monumental monumentally morality motivated multi-purpose navigable neat neatest neatly nice nicely nicer nicest nifty nimble noble nobly noiseless non-violence non-violent notably noteworthy nourish nourishing nourishment novelty nurturing oasis obsession obsessions obtainable openly openness optimal optimism optimistic opulent orderly originality outdo outdone outperform outperformed outperforming outperforms outshine outshone outsmart outstanding outstandingly outstrip outwit ovation overjoyed overtake overtaken overtakes overtaking overtook overture pain-free painless painlessly palatial pamper pampered pamperedly pamperedness pampers panoramic paradise paramount pardon passion passionate passionately patience patient patiently patriot patriotic peace peaceable peaceful peacefully peacekeepers peach peerless pep pepped pepping peppy peps perfect perfection perfectly permissible perseverance persevere personages personalized phenomenal phenomenally picturesque piety pinnacle playful playfully pleasant pleasantly pleased pleases pleasing pleasingly pleasurable pleasurably pleasure plentiful pluses plush plusses poetic poeticize poignant poise poised polished polite politeness popular portable posh positive positively positives powerful powerfully praise praiseworthy praising pre-eminent precious precise precisely preeminent prefer preferable preferably prefered preferes preferring prefers premier prestige prestigious prettily pretty priceless pride principled privilege privileged prize proactive problem-free problem-solver prodigious prodigiously prodigy productive productively proficient proficiently profound profoundly profuse profusion progress progressive prolific prominence prominent promise promised promises promising promoter prompt promptly proper properly propitious propitiously pros prosper prosperity prosperous prospros protect protection protective proud proven proves providence proving prowess prudence prudent prudently punctual pure purify purposeful quaint qualified qualify quicker quiet quieter radiance radiant rapid rapport rapt rapture raptureous raptureously rapturous rapturously rational razor-sharp reachable readable readily ready reaffirm reaffirmation realistic realizable reasonable reasonably reasoned reassurance reassure receptive reclaim recomend recommend recommendation recommendations recommended reconcile reconciliation record-setting recover recovery rectification rectify rectifying redeem redeeming redemption refine refined refinement reform reformed reforming reforms refresh refreshed refreshing refund refunded regal regally regard rejoice rejoicing rejoicingly rejuvenate rejuvenated rejuvenating relaxed relent reliable reliably relief relish remarkable remarkably remedy remission remunerate renaissance renewed renown renowned replaceable reputable reputation resilient resolute resound resounding resourceful resourcefulness respect respectable respectful respectfully respite resplendent responsibly responsive restful restored restructure restructured restructuring retractable revel revelation revere reverence reverent reverently revitalize revival revive revives revolutionary revolutionize revolutionized revolutionizes reward rewarding rewardingly rich richer richly richness right righten righteous righteously righteousness rightful rightfully rightly rightness risk-free robust rock-star rock-stars rockstar rockstars romantic romantically romanticize roomier roomy rosy safe safely sagacity sagely saint saintliness saintly salutary salute sane satisfactorily satisfactory satisfied satisfies satisfy satisfying satisified saver savings savior savvy scenic seamless seasoned secure securely selective self-determination self-respect self-satisfaction self-sufficiency self-sufficient sensation sensational sensationally sensations sensible sensibly sensitive serene serenity sexy sharp sharper sharpest shimmering shimmeringly shine shiny significant silent simpler simplest simplified simplifies simplify simplifying sincere sincerely sincerity skill skilled skillful skillfully slammin sleek slick smart smarter smartest smartly smile smiles smiling smilingly smitten smooth smoother smoothes smoothest smoothly snappy snazzy sociable soft softer solace solicitous solicitously solid solidarity soothe soothingly sophisticated soulful soundly soundness spacious sparkle sparkling spectacular spectacularly speedily speedy spellbind spellbinding spellbindingly spellbound spirited spiritual splendid splendidly splendor spontaneous sporty spotless sprightly stability stabilize stable stainless standout state-of-the-art stately statuesque staunch staunchly staunchness steadfast steadfastly steadfastness steadiest steadiness steady stellar stellarly stimulate stimulates stimulating stimulative stirringly straighten straightforward streamlined striking strikingly striving strong stronger strongest stunned stunning stunningly stupendous stupendously sturdier sturdy stylish stylishly stylized suave suavely sublime subsidize subsidized subsidizes subsidizing substantive succeed succeeded succeeding succeeds succes success successes successful successfully suffice sufficed suffices sufficient sufficiently suitable sumptuous sumptuously sumptuousness super superb superbly superior superiority supple support supported supporter supporting supportive supports supremacy supreme supremely supurb supurbly surmount surpass surreal survival survivor sustainability sustainable swank swankier swankiest swanky sweeping sweet sweeten sweetheart sweetly sweetness swift swiftness talent talented talents tantalize tantalizing tantalizingly tempt tempting temptingly tenacious tenaciously tenacity tender tenderly terrific terrifically thank thankful thinner thoughtful thoughtfully thoughtfulness thrift thrifty thrill thrilled thrilling thrillingly thrills thrive thriving thumb-up thumbs-up tickle tidy time-honored timely tingle titillate titillating titillatingly togetherness tolerable toll-free top top-notch top-quality topnotch tops tough tougher toughest traction tranquil tranquility transparent treasure tremendously trendy triumph triumphal triumphant triumphantly trivially trophy trouble-free trump trumpet trust trusted trusting trustingly trustworthiness trustworthy trusty truthful truthfully truthfulness twinkly ultra-crisp unabashed unabashedly unaffected unassailable unbeatable unbiased unbound uncomplicated unconditional undamaged undaunted understandable undisputable undisputably undisputed unencumbered unequivocal unequivocally unfazed unfettered unforgettable unity unlimited unmatched unparalleled unquestionable unquestionably unreal unrestricted unrivaled unselfish unwavering upbeat upgradable upgradeable upgraded upheld uphold uplift uplifting upliftingly upliftment upscale usable useable useful user-friendly user-replaceable valiant valiantly valor valuable variety venerate verifiable veritable versatile versatility vibrant vibrantly victorious victory viewable vigilance vigilant virtue virtuous virtuously visionary vivacious vivid vouch vouchsafe warm warmer warmhearted warmly warmth wealthy welcome well well-backlit well-balanced well-behaved well-being well-bred well-connected well-educated well-established well-informed well-intentioned well-known well-made well-managed well-mannered well-positioned well-received well-regarded well-rounded well-run well-wishers wellbeing whoa wholeheartedly wholesome whooa whoooa wieldy willing willingly willingness win windfall winnable winner winners winning wins wisdom wise wisely witty won wonder wonderful wonderfully wonderous wonderously wonders wondrous woo work workable worked works world-famous worth worth-while worthiness worthwhile worthy wow wowed wowing wows yay youthful zeal zenith zest zippy ================================================ FILE: tests/unit_tests/encoder/text/test_pretrained.py ================================================ import unittest import numpy as np import random import torch from torch.nn.functional import softmax from sklearn.metrics import accuracy_score from lightwood.encoder import BinaryEncoder, NumericEncoder from lightwood.encoder.text import PretrainedLangEncoder from type_infer.dtype import dtype import pandas as pd import os import pathlib def create_synthetic_data(n, ptrain=0.7): """ Returns "N" instances of a fake language. Labels are 0/1; 0 -> negative sentiment, 1-> positive sentiment Creates a nonsense string of positive/negative words with some random subset of them. :param n: the maximum character (n-1) in the string """ # noqa textdir = str(pathlib.Path(__file__).parent.resolve()) # Pick positive/negative words with open(os.path.join(textdir, "pos.txt"), "r") as f: pos_list = f.readlines() pos_list = [i.strip("\n") for i in pos_list] with open(os.path.join(textdir, "neg.txt"), "r") as f: neg_list = f.readlines() neg_list = [i.strip("\n") for i in neg_list] data = [] label = [] for i in range(n): y = random.randint(0, 1) # Negative words if y == 0: word = random.choice(neg_list) # Positive words else: word = random.choice(pos_list) data.append(word) label.append(y) Ntrain = int(n * ptrain) train = pd.DataFrame([data[:Ntrain], label[:Ntrain]]).T test = pd.DataFrame([data[Ntrain:], label[Ntrain:]]).T train.columns = ["text", "label"] test.columns = ["text", "label"] return train, test class TestPretrainedLangEncoder(unittest.TestCase): def test_encode_and_decode(self): """ Test end-to-end training of values. Uses labeled data with positive/negative sentiment. Model outputs logits, since embed_mode is false. Should be better than random, as transformer language models may actually capture semantics (This is a hypothesis from priming lit.) """ # noqa seed = 2 np.random.seed(seed) torch.manual_seed(seed) random.seed(seed) # Make priming data: train, test = create_synthetic_data(1000) output_enc = BinaryEncoder(is_target=True) output_enc.prepare(train["label"]) encoded_target_values = output_enc.encode(train["label"]) # Prepare the language encoder enc = PretrainedLangEncoder(stop_after=10, embed_mode=False, output_type=dtype.binary) enc.prepare(train["text"], pd.DataFrame(), encoded_target_values=encoded_target_values) test_labels = test["label"].tolist() pred_labels = softmax(enc.encode(test["text"]), dim=1).argmax(dim=1).tolist() encoder_accuracy = accuracy_score(test_labels, pred_labels) # Should be non-random since models have primed associations to sentiment print(f'Categorial encoder accuracy for: {encoder_accuracy} on testing dataset') def test_embed_mode(self): """ Test if embed-mode is triggered when flagged. Checks if returned embeddings are of size N_rows x N_embed_dim """ # noqa seed = 2 np.random.seed(seed) torch.manual_seed(seed) random.seed(seed) # Make priming data: train, test = create_synthetic_data(1000) output_enc = BinaryEncoder(is_target=True) output_enc.prepare(train["label"]) encoded_target_values = output_enc.encode(train["label"]) # Prepare the language encoder enc = PretrainedLangEncoder(stop_after=10, embed_mode=True, output_type=dtype.binary) enc.prepare(train["text"], pd.DataFrame(), encoded_target_values=encoded_target_values) # Embeddings of size N_vocab x N_embed_dim for most models (assumes distilbert) N_embed_dim = enc._model.base_model.embeddings.word_embeddings.weight.shape[-1] embeddings = enc.encode(test["text"]) assert(embeddings.shape[0] == test.shape[0]) assert(embeddings.shape[1] == N_embed_dim) def test_auto_embed_mode(self): """ For regression (non-categorical type output), text defaults to embed mode as fine-tuning didn't seem to help. Check to see if the output is in fact the size of an embedding. We pretend "embed_mode" is not True, but it should auto-override. Expected behavior: - does not train the transformer - flips transformer to 'embed_mode' - returns embedding size N_rows x N_embed_dim """ # noqa seed = 5 np.random.seed(seed) torch.manual_seed(seed) random.seed(seed) # Make priming data: train, test = create_synthetic_data(2000) output_enc = NumericEncoder(is_target=True) output_enc.prepare(train["label"]) encoded_target_values = output_enc.encode(train["label"]) # Prepare the language encoder enc = PretrainedLangEncoder(stop_after=10, embed_mode=False, output_type=dtype.float) enc.prepare(train["text"], pd.DataFrame(), encoded_target_values=encoded_target_values) # Embeddings of size N_vocab x N_embed_dim for most models (assumes distilbert) N_embed_dim = enc._model.base_model.embeddings.word_embeddings.weight.shape[-1] embeddings = enc.encode(test["text"]) assert(enc.embed_mode) assert(embeddings.shape[0] == test.shape[0]) assert(embeddings.shape[1] == N_embed_dim) def run_test_encoder_on_device(self, device): train, _ = create_synthetic_data(20, ptrain=1) output_enc = BinaryEncoder(is_target=True) output_enc.prepare(train["label"]) encoded_target_values = output_enc.encode(train["label"]) enc = PretrainedLangEncoder(stop_after=10, embed_mode=False, output_type=dtype.binary, device=device) enc.prepare(train["text"], pd.DataFrame(), encoded_target_values=encoded_target_values) self.assertEqual(list(enc._model.parameters())[0].device.type, device) def test_encoder_on_cpu(self): self.run_test_encoder_on_device('cpu') @unittest.skipIf(not torch.cuda.is_available(), 'CUDA unavailable') def test_encoder_on_cuda(self): self.run_test_encoder_on_device('cuda') ================================================ FILE: tests/unit_tests/encoder/text/test_short.py ================================================ import random import unittest from lightwood.encoder.text.short import ShortTextEncoder from type_infer.rule_based.helpers import tokenize_text import torch VOCAB = [ 'do', 'not', 'remember', 'men', 'pretty', 'break', 'know', 'an', 'forward', 'whose', 'plant', 'decide', 'fit', 'so', 'connect', 'house', 'then', 'lot', 'protect', 'children', 'above', 'column', 'far', 'continue', 'which', 'discuss', 'test', 'self', 'dream', 'prepare', 'toward', 'world', 'cold', 'subtract', 'bat', 'subject', 'evening', 'year', 'low', 'sign', 'very', 'determine', 'sent', 'tube', 'skill', 'first', 'feed', 'fresh', 'note', 'own', 'ball', 'shape', 'rail', 'drink', 'property', 'did', 'son', 'yet', 'shell', 'believe', 'him', 'noise', 'take', 'spot', 'read', 'scale', 'but', 'chart', 'wrote', 'war', 'hundred', 'better', 'ease', 'show', 'suggest', 'describe', 'sat', 'camp', 'oxygen', 'view', 'smile', 'add', 'whole', 'arrange', 'trade', 'money', 'just', 'repeat', 'truck', 'second', 'shoe', 'wish', 'as', 'mount', 'ground', 'wrong', 'support', 'lead', 'thin', 'agree', 'slave', 'us', 'wide', 'white', 'room', 'reach', 'are', 'hot', 'thousand', 'science', 'before', 'want', 'broad', 'soon', 'long', 'felt', 'danger', 'offer', 'saw', 'most', 'rub', 'basic', 'call', 'cost', 'surprise', 'salt', 'office', 'done', 'any', 'egg', 'a', 'instrument', 'east', 'oil', 'seed', 'state', 'back', 'shop', 'multiply', 'city', 'top', 'arrive', 'ocean', 'figure', 'good', 'hat', 'claim', 'say', 'he', 'decimal', 'process', 'point', 'hope', 'hunt', 'went', 'night', 'paragraph', 'hear', 'require', 'near', 'enter', 'collect', 'were', 'region', 'stream', 'teach', 'favor', 'lay', 'and', 'compare', 'best', 'learn', 'act', 'practice', 'material', 'mean', 'river', 'soldier', 'control', 'equal', 'between', 'sudden', 'result', 'spend', 'wire', 'wall', 'experiment', 'receive', 'bed', 'condition', 'ship', 'people', 'your', 'love', 'thank', 'cut', 'who', 'planet', 'drive', 'position', 'select', 'simple', 'temperature', 'warm', 'power', 'cotton', 'bring', 'them', 'what', 'let', 'kept', 'cross', 'degree', 'center', 'they', 'brother', 'busy', 'animal', 'wood', 'shall', 'young', 'came', 'is', 'how', 'last', 'able', 'play', 'event', 'village', 'two', 'many', 'wheel', 'black', 'usual', 'woman', 'will', 'never', 'trouble', 'tell', 'mind', 'dog', 'fig', 'dollar', 'cover', 'north', 'bought', 'story', 'street', 'suffix', 'laugh', 'instant', 'town', 'rule', 'trip', 'go', 'told', 'might', 'idea', 'supply', 'mile', 'cow', 'edge', 'rather', 'garden', 'corn', 'parent', 'hour', 'country', 'fast', 'ten', 'print', 'locate', 'final', 'coast', 'character', 'radio', 'even', 'end', 'stead', 'make', 'snow', 'possible', 'correct', 'boat', 'here', 'allow', 'month', 'or', 'should', 'same', 'bell', 'matter', 'run', 'beauty', 'come', 'spread', 'held', 'consonant', 'part', 'food', 'chance', 'sugar', 'history', 'stood', 'out', 'steam', 'half', 'been', 'draw', 'insect', 'may', 'name', 'music', 'flower', 'through', 'mass', 'map', 'eight', 'man', 'cent', 'job', 'energy', 'look', 'dad', 'hill', 'million', 'settle', 'song', 'hit', 'does', 'hold', 'pair', 'dress', 'side', 'cool', 'day', 'gun', 'page', 'until', 'capital', 'appear', 'voice', 'have', 'cause', 'minute', 'wing', 'keep', 'bone', 'season', 'some', 'also', 'question', 'feel', 'seem', 'necessary', 'these', 'of', 'was', 'against', 'window', 'don’t', 'chick', 'valley', 'green', 'probable', 'shore', 'fall', 'particular', 'case', 'colony', 'land', 'place', 'level', 'bear', 'though', 'root', 'weight', 'branch', 'jump', 'true', 'bread', 'yard', 'be', 'element', 'miss', 'stretch', 'heard', 'lady', 'over', 'present', 'division', 'verb', 'prove', 'ready', 'carry', 'poem', 'silent', 'poor', 'die', 'death', 'use', 'train', 'anger', 'help', 'substance', 'shine', 'list', 'send', 'syllable', 'thus', 'brought', 'big', 'now', 'dictionary', 'space', 'unit', 'soil', 'work', 'object', 'board', 'roll', 'six', 'wonder', 'no', 'sit', 'clock', 'size', 'once', 'front', 'key', 'either', 'if', 'try', 'neighbor', 'our', 'hard', 'about', 'famous', 'again', 'especially', 'wait', 'think', 'afraid', 'line', 'track', 'quick', 'rose', 'like', 'field', 'forest', 'numeral', 'path', 'meant', 'color', 'separate', 'copy', 'nation', 'third', 'desert', 'behind', 'dead', 'spell', 'record', 'teeth', 'lift', 'pattern', 'mountain', 'island', 'soft', 'king', 'since', 'round', 'made', 'together', 'real', 'floor', 'travel', 'team', 'wife', 'machine', 'plane', 'fish', 'general', 'enough', 'special', 'natural', 'value', 'join', 'light', 'tie', 'corner', 'rope', 'piece', 'quotient', 'to', 'write', 'weather', 'old', 'each', 'least', 'provide', 'while', 'log', 'square', 'turn', 'language', 'gas', 'body', 'method', 'home', 'similar', 'original', 'period', 'circle', 'finish', 'captain', 'fire', 'week', 'post', 'fill', 'count', 'range', 'well', 'cloud', 'get', 'dark', 'silver', 'occur', 'burn', 'crowd', 'bird', 'double', 'I', 'would', 'this', 'band', 'quart', 'table', 'rock', 'found', 'friend', 'sight', 'deep', 'dry', 'blood', 'touch', 'fear', 'finger', 'plan', 'guide', 'hot', 'after', 'hair', 'tree', 'race', 'noon', 'effect', 'wild', 'took', 'hand', 'give', 'clear', 'noun', 'please', 'do', 'art', 'stay', 'fly', 'whether', 'sell', 'lone', 'from', 'too', 'paint', 'tire', 'loud', 'divide', 'complete', 'charge', 'left', 'milk', 'spoke', 'base', 'free', 'her', 'human', 'iron', 'choose', 'continent', 'strange', 'segment', 'summer', 'bit', 'build', 'course', 'type', 'steel', 'press', 'great', 'those', 'search', 'dear', 'pitch', 'perhaps', 'grand', 'industry', 'quite', 'up', 'term', 'sentence', 'high', 'shout', 'down', 'we', 'all', 'huge', 'walk', 'solve', 'excite', 'mark', 'pick', 'three', 'other', 'rest', 'law', 'wind', 'difficult', 'gold', 'populate', 'proper', 'knew', 'one', 'fun', 'seven', 'happen', 'cell', 'throw', 'motion', 'atom', 'expect', 'live', 'rain', 'stone', 'grass', 'sleep', 'early', 'short', 'always', 'gentle', 'father', 'cook', 'mouth', 'the', 'inch', 'ago', 'store', 'smell', 'observe', 'magnet', 'leave', 'heart', 'little', 'written', 'sharp', 'box', 'talk', 'broke', 'score', 'wave', 'bar', 'off', 'century', 'fruit', 'class', 'card', 'way', 'meat', 'late', 'surface', 'bottom', 'family', 'wash', 'guess', 'catch', 'red', 'fact', 'move', 'visit', 'port', 'set', 'eat', 'thing', 'when', 'start', 'fair', 'example', 'head', 'four', 'grow', 'earth', 'win', 'gone', 'where', 'nothing', 'open', 'quiet', 'by', 'can', 'clean', 'group', 'ear', 'moment', 'game', 'close', 'morning', 'reply', 'straight', 'nature', 'often', 'develop', 'west', 'thick', 'twenty', 'feet', 'led', 'total', 'she', 'slip', 'create', 'pull', 'system', 'need', 'party', 'sail', 'doctor', 'length', 'has', 'change', 'consider', 'study', 'rise', 'star', 'operate', 'certain', 'electric', 'leg', 'sheet', 'kind', 'major', 'chair', 'born', 'chord', 'order', 'ride', 'could', 'word', 'modern', 'face', 'find', 'push', 'me', 'horse', 'differ', 'ever', 'nose', 'else', 'on', 'spring', 'solution', 'molecule', 'door', 'right', 'enemy', 'symbol', 'paper', 'during', 'sure', 'tool', 'fight', 'joy', 'stick', 'yes', 'notice', 'station', 'area', 'tall', 'string', 'design', 'tone', 'sky', 'indicate', 'foot', 'pose', 'success', 'mine', 'air', 'engine', 'listen', 'distant', 'tail', 'invent', 'at'] def generate_sentences(min_, max_, vocab_size): vocab_sample = random.sample(VOCAB, vocab_size) return [' '.join(random.sample(vocab_sample, random.randint(min_, max_))) for _ in range(200)] class TestShortTextEncoder(unittest.TestCase): def test_smallvocab_target_auto_mode(self): priming_data = generate_sentences(2, 6, vocab_size=99) test_data = random.sample(priming_data, len(priming_data) // 5) enc = ShortTextEncoder(is_target=True) enc.prepare(priming_data) assert enc.is_target is True # _combine is expected to be 'concat' when is_target is True assert enc._mode == 'concat' encoded_data = enc.encode(test_data) decoded_data = enc.decode(encoded_data) assert len(test_data) == len(encoded_data) == len(decoded_data) for x_sent, y_sent in zip( [' '.join(tokenize_text(x)) for x in test_data], [' '.join(x) for x in decoded_data] ): assert x_sent == y_sent def test_non_smallvocab_target_auto_mode(self): priming_data = generate_sentences(2, 6, vocab_size=800) test_data = random.sample(priming_data, len(priming_data) // 5) enc = ShortTextEncoder(is_target=True) enc.cae.input_encoder = 'OneHotEncoder!' # check that invalid input encoder triggers exception self.assertRaises(AssertionError, enc.prepare, priming_data) # train as usual (note, for this test we pick OHE to focus on the CAE's accuracy) enc.cae.input_encoder = 'OneHotEncoder' enc.prepare(priming_data) assert enc.is_target is True # _combine is expected to be 'concat' when is_target is True assert enc._mode == 'concat' encoded_data = enc.encode(test_data) decoded_data = enc.decode(encoded_data) assert len(test_data) == len(encoded_data) == len(decoded_data) for x_sent, y_sent in zip( [' '.join(tokenize_text(x)) for x in test_data], [' '.join(x) for x in decoded_data] ): assert x_sent == y_sent def test_smallvocab_non_target_auto_mode(self): priming_data = generate_sentences(2, 6, vocab_size=50) test_data = random.sample(priming_data, len(priming_data) // 5) enc = ShortTextEncoder(is_target=False) enc.prepare(priming_data) assert enc.is_target is False # _combine is expected to be 'mean' when is_target is False assert enc._mode == 'mean' encoded_data = enc.encode(test_data) assert len(test_data) == len(encoded_data) with self.assertRaises(ValueError): enc.decode(encoded_data) def test_non_smallvocab_non_target_auto_mode(self): priming_data = generate_sentences(2, 6, vocab_size=101) test_data = random.sample(priming_data, len(priming_data) // 5) enc = ShortTextEncoder(is_target=False) enc.prepare(priming_data) assert enc.is_target is False # _combine is expected to be 'mean' when is_target is False assert enc._mode == 'mean' encoded_data = enc.encode(test_data) assert len(test_data) == len(encoded_data) with self.assertRaises(ValueError): enc.decode(encoded_data) def test_smallvocab_non_target_manual_mode(self): priming_data = generate_sentences(2, 6, vocab_size=99) test_data = random.sample(priming_data, len(priming_data) // 5) enc = ShortTextEncoder(is_target=False, mode='concat') enc.prepare(priming_data) assert enc.is_target is False assert enc._mode == 'concat' encoded_data = enc.encode(test_data) decoded_data = enc.decode(encoded_data) assert len(test_data) == len(encoded_data) == len(decoded_data) for x_sent, y_sent in zip( [' '.join(tokenize_text(x)) for x in test_data], [' '.join(x) for x in decoded_data] ): assert x_sent == y_sent def test_non_smallvocab_non_target_manual_mode(self): priming_data = generate_sentences(2, 6, vocab_size=101) test_data = random.sample(priming_data, len(priming_data) // 5) enc = ShortTextEncoder(is_target=False, mode='concat') enc.prepare(priming_data) assert enc.is_target is False assert enc._mode == 'concat' encoded_data = enc.encode(test_data) decoded_data = enc.decode(encoded_data) assert len(test_data) == len(encoded_data) == len(decoded_data) for x_sent, y_sent in zip( [' '.join(tokenize_text(x)) for x in test_data], [' '.join(x) for x in decoded_data] ): assert x_sent == y_sent def check_encoder_on_device(self, device): priming_data = generate_sentences(2, 6, vocab_size=99) enc = ShortTextEncoder(is_target=True, device=device) enc.prepare(priming_data) self.assertEqual(list(enc.cae.net.parameters())[0].device.type, device) def test_encoder_on_cpu(self): self.check_encoder_on_device('cpu') @unittest.skipIf(not torch.cuda.is_available(), 'CUDA unavailable') def test_encoder_on_cuda(self): self.check_encoder_on_device('cuda') ================================================ FILE: tests/unit_tests/encoder/text/test_tfidf.py ================================================ import unittest import random import string from lightwood.encoder.text import TfidfEncoder class TestTfidfEncoder(unittest.TestCase): def test_encode(self): random.seed(2) text = [''.join(random.choices(string.printable, k=random.randint(5, 500))) for x in range(1000)] enc = TfidfEncoder() enc.prepare(text) encoded_data = enc.encode(text) print(encoded_data) ================================================ FILE: tests/unit_tests/encoder/text/test_vocab.py ================================================ import unittest from lightwood.encoder.text.vocab import VocabularyEncoder class TestVocabularyEncoder(unittest.TestCase): def test_encode_decode(self): self.maxDiff = None sentences = [ 'Consequuntur magni dolores eos qui ratione voluptatem sequi nesciunt. Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet, consectetur, adipisci velit, sed quia non numquam eiu.', # noqa 'At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident', # noqa 'Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias? consequatur aut perferendis doloribus asperiores repellat.'] # noqa sentences = [x.lower() for x in sentences] encoder = VocabularyEncoder() encoder.prepare(sentences) for sentence in sentences: encoded = encoder.encode([sentence]) decoded = encoder.decode(encoded) self.assertEqual(decoded[0], sentence) ================================================ FILE: tests/unit_tests/encoder/time_series/__init__.py ================================================ ================================================ FILE: tests/unit_tests/encoder/time_series/test_timeseries_rnn.py ================================================ import unittest import numpy as np import torch from lightwood.encoder.time_series.rnn import TimeSeriesEncoder from lightwood.encoder.helpers import MinMaxNormalizer, CatNormalizer import pandas as pd class TestRnnEncoder(unittest.TestCase): def test_minmax_normalizer(self): data = [[-100.0, -5.0, 0.0, 5.0, 100.0], [-1000.0, -50.0, 0.0, 50.0, 1000.0], [-500.0, -405.0, -400.0, -395.0, -300.0], [300.0, 395.0, 400.0, 405.0, 500.0], [0.0, 1e3, 1e6, 1e9, 1e12]] normalizer = MinMaxNormalizer() normalizer.prepare(data) reconstructed = normalizer.decode(normalizer.encode(data)) self.assertTrue(np.allclose(data, reconstructed, atol=0.1)) def test_cat_normalizer(self): data = [['a', 'b', 'c'], ['c', 'b', 'b'], ['a', 'a', None]] encoded_target = [[[0, 1, 0, 0], [0, 0, 1, 0], [0, 0, 0, 1]], [[0, 0, 0, 1], [0, 0, 1, 0], [0, 0, 1, 0]], [[0, 1, 0, 0], [0, 1, 0, 0], [1, 0, 0, 0]]] normalizer = CatNormalizer() normalizer.prepare(data) encoded = normalizer.encode(data) self.assertTrue(encoded_target, encoded) dec = [normalizer.decode(e).squeeze().tolist() for e in encoded] self.assertTrue(dec[-1][-1] == normalizer.unk) dec[-1][-1] = None self.assertTrue(data == dec) def test_overfit(self): series = [[1, 2, 3, 4, 5, 6], [2, 3, 4, 5, 6, 7], [3, 4, 5, 6, 7, 8], [4, 5, 6, 7, 8, 9]] example = ([[1, 2, 3], [2, 3, 4], [3, 4, 5], [4, 5, 6]], # query [4, 5, 6, 7]) # answer data = series * 50 timesteps = 6 batch_size = 1 encoder = TimeSeriesEncoder(stop_after=10) encoder.prepare(pd.Series(data), pd.Series(data), feedback_hoop_function=lambda x: print(x), batch_size=batch_size) encoded = encoder.encode(data) decoded = encoder.decode(encoded, steps=timesteps).tolist() equal = 0 unequal = 0 self.assertEqual(len(data), len(decoded)) self.assertEqual(len(data[0]), len(decoded[0])) for i in range(len(data)): for t in range(timesteps): if round(decoded[i][0][t], 0) == round(data[i][0][t], 0): equal += 1 else: unequal += 1 print(f'Decoder got {equal} correct and {unequal} incorrect') self.assertGreaterEqual(equal * 2, unequal) error_margin = 10 # 3 query, answer = example encoded_data, preds = encoder.encode(query, get_next_count=1) decoded_data = encoder.decode(encoded_data, steps=3).tolist() # check reconstruction float_query = [list(map(float, q)) for q in query[0]] for qry, dec in zip(float_query, decoded_data[0]): for truth, pred in zip(qry, dec): self.assertGreater(error_margin, abs(truth - pred)) # check next value prediction preds = torch.reshape(preds, (1, -1)).tolist()[-1] for ans, pred in zip(answer, preds): self.assertGreater(error_margin, abs(pred - ans)) def check_encoder_on_device(self, device): encoder = TimeSeriesEncoder(stop_after=10, device=device) series = [[1, 2, 3, 4, 5, 6], [2, 3, 4, 5, 6, 7], [3, 4, 5, 6, 7, 8], [4, 5, 6, 7, 8, 9]] data = series * 5 batch_size = 1 encoder._epochs = 1 encoder.prepare(pd.Series(data), pd.Series(data), feedback_hoop_function=lambda x: print(x), batch_size=batch_size) self.assertEqual(list(encoder._encoder.parameters())[0].device.type, device) def test_encoder_on_cpu(self): self.check_encoder_on_device('cpu') @unittest.skipIf(not torch.cuda.is_available(), 'CUDA unavailable') def test_encoder_on_cuda(self): self.check_encoder_on_device('cuda') ================================================ FILE: tests/unit_tests/encoder/time_series/test_transformer.py ================================================ import copy import logging import torch import unittest from lightwood.encoder.time_series.rnn import TimeSeriesEncoder from lightwood.encoder.time_series.helpers.transformer_helpers import TransformerEncoder, len_to_mask, get_chunk import pandas as pd class TestTransformerEncoder(unittest.TestCase): def test_get_chunk(self): # dimensions: (batch_size, sequence_length, feature_dimension) start, step = 0, 2 batch_size, seq_len, feat_dim = 10, 5, 2 input_tensor = torch.rand(batch_size, seq_len, feat_dim) len_tensor = torch.zeros(batch_size).fill_(seq_len) data, target, lengths = get_chunk(input_tensor, len_tensor, start, step) # check length vector is correct assert lengths.shape[0] == batch_size assert lengths.numpy()[0] == seq_len - 1 # check data and target chunk_size = min(start + step, batch_size) - start assert data.shape == (batch_size, chunk_size, feat_dim) assert target.shape == (batch_size, chunk_size, feat_dim) assert torch.equal(data[:, 1, :], target[:, 0, :]) # check edge case: correct cutoff at end of sequence start, step = 2, 4 chunk_size = min(start + step, seq_len) - start - 1 # -1 because of cut off data, target, lengths = get_chunk(input_tensor, len_tensor, start, step) assert data.shape == (batch_size, chunk_size, feat_dim) assert target.shape == (batch_size, chunk_size, feat_dim) def test_mask(self): series = [1, 3, 2, 4] target = [ [True, False, False, False], [True, True, True, False], [True, True, False, False], [True, True, True, True], ] target = torch.tensor(target, dtype=torch.bool) series = torch.tensor(series) result = len_to_mask(series, zeros=False) self.assertTrue((result == target).all()) target = ~target result = len_to_mask(series, zeros=True) self.assertTrue((result == target).all()) def test_overfit(self): logging.basicConfig(level=logging.DEBUG) data = [[1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0], [2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0], [3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0]] * 1000 timesteps = len(data[0]) example = copy.deepcopy(data) encoder = TimeSeriesEncoder(stop_after=10) encoder.encoder_class = TransformerEncoder encoder._transformer_hidden_size = 32 encoder.prepare(pd.Series(data), pd.Series(data), feedback_hoop_function=print) correct_answer = torch.tensor(example)[:, 1:] # discard last element as it doesn't correspond to answer data, lens = encoder._prepare_raw_data(torch.tensor(example)[:, :-1]) data = torch.stack([d for d in data]).unsqueeze(-1).transpose(0, 1).to(encoder.device) output, hidden = encoder._encoder.forward(data, lens, data.device) assert hidden.shape == (timesteps - 1, len(example), encoder._transformer_hidden_size) assert output.shape == (timesteps - 1, len(example), 1) answer = output.transpose(0, 1).squeeze(-1) assert answer.shape == correct_answer.shape # check reconstruction correct_answer = correct_answer.to(dtype=answer.dtype, device=answer.device) results = torch.isclose(answer, correct_answer, atol=1) acc = (results.sum() / results.numel()).item() print(f'Transformer correctly reconstructed {round(100 * acc, 2)}%') assert acc >= 0.5 ================================================ FILE: tests/unit_tests/helpers.py ================================================ import unittest import numpy as np import pandas as pd from lightwood.helpers.ts import Differencer class TestTSDifferencer(unittest.TestCase): def test_numerical(self): D = Differencer() D.fit(np.array([1, 2, 3])) reconstructed = D.inverse_transform(D.transform(np.array([4, 5, 6]))) target = pd.Series([3, 4, 5]) self.assertTrue(reconstructed.all() == target.all()) reconstructed = D.inverse_transform(D.transform(np.array([4, 5, 6])), init=4) target = pd.Series([4, 5, 6]) self.assertTrue(reconstructed.all() == target.all()) ================================================ FILE: tests/unit_tests/mixer/__init__.py ================================================ ================================================ FILE: tests/unit_tests/mixer/test_lgbm.py ================================================ import unittest import numpy as np import pandas as pd from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, code_from_json_ai, predictor_from_code import importlib np.random.seed(42) @unittest.skipIf(importlib.util.find_spec('lightgbm') is None, "LightGBM is not available, skipping LightGBM tests.") class TestBasic(unittest.TestCase): def get_submodels(self): submodels = [ { 'module': 'LightGBM', 'args': { 'stop_after': '$problem_definition.seconds_per_mixer', 'fit_on_dev': True, 'target': '$target', 'dtype_dict': '$dtype_dict', 'target_encoder': '$encoders[self.target]', 'use_optuna': True } }, ] return submodels def test_0_regression(self): """ This test mocks a dataset intended to demonstrate the efficacy of weighting. The operation does not successfully test if the weighting procedure works as intended, but does test the code for bugs. """ # generate data that mocks an observational skew by adding a linear selection to data data_size = 100000 loc = 100.0 scale = 10.0 eps = .1 target_data = np.random.normal(loc=loc, scale=scale, size=data_size) epsilon = np.random.normal(loc=0.0, scale=loc * eps, size=len(target_data)) feature_data = target_data + epsilon df = pd.DataFrame({'feature': feature_data, 'target': target_data}) hist, bin_edges = np.histogram(target_data, bins=10, density=False) fracs = np.linspace(1, 100, len(hist)) fracs = fracs / fracs.sum() target_size = 10000 skewed_arr_list = [] for i in range(len(hist)): frac = fracs[i] low_edge = bin_edges[i] high_edge = bin_edges[i + 1] bin_array = target_data[target_data <= high_edge] bin_array = bin_array[bin_array >= low_edge] # select only a fraction fo the elements in this bin bin_array = bin_array[:int(target_size * frac)] skewed_arr_list.append(bin_array) skewed_arr = np.concatenate(skewed_arr_list) epsilon = np.random.normal(loc=0.0, scale=loc * eps, size=len(skewed_arr)) skewed_feat = skewed_arr + epsilon skew_df = pd.DataFrame({'feature': skewed_feat, 'target': skewed_arr}) # generate data set weights to remove bias. hist, bin_edges = np.histogram(skew_df['target'].to_numpy(), bins=10, density=False) hist = 1 - hist / hist.sum() target_weights = {bin_edge: bin_frac for bin_edge, bin_frac in zip(bin_edges, hist)} pdef = ProblemDefinition.from_dict({'target': 'target', 'target_weights': target_weights, 'time_aim': 80}) jai = json_ai_from_problem(skew_df, pdef) jai.model['args']['submodels'] = self.get_submodels() code = code_from_json_ai(jai) predictor = predictor_from_code(code) predictor.learn(skew_df) output_df = predictor.predict(df) output_mean = output_df['prediction'].mean() self.assertTrue(np.all(np.isclose(output_mean, loc, atol=0., rtol=.03)), msg=f"the output mean {output_mean} is not close to {loc}") ================================================ FILE: tests/unit_tests/mixer/test_nhits.py ================================================ import unittest import numpy as np import pandas as pd from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, predictor_from_json_ai, JsonAI, code_from_json_ai, predictor_from_code # noqa np.random.seed(42) class TestBasic(unittest.TestCase): def get_submodels(self): submodels = [ { 'module': 'NHitsMixer', 'args': { 'train_args': { 'trainer_args': { 'max_epochs': 10, 'conf_level': [90, 95], }, } } }, ] return submodels def test_0_regression(self): from lightwood.mixer import NHitsMixer if NHitsMixer is not None: df = pd.read_csv('tests/data/arrivals.csv') target = 'Traffic' pdef = ProblemDefinition.from_dict({'target': target, 'timeseries_settings': {'order_by': 'T', 'group_by': ['Country'], 'window': 4, 'horizon': 4}}) jai = json_ai_from_problem(df, pdef) jai.model['args']['submodels'] = self.get_submodels() code = code_from_json_ai(jai) predictor = predictor_from_code(code) predictor.learn(df) predictor.predict(df, args={'fixed_confidence': 0.9}) ================================================ FILE: tests/unit_tests/mixer/test_random_forest.py ================================================ import unittest import numpy as np import pandas as pd from sklearn.metrics import balanced_accuracy_score from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, predictor_from_json_ai, JsonAI, code_from_json_ai, predictor_from_code # noqa np.random.seed(42) class TestBasic(unittest.TestCase): def get_submodels(self): submodels = [ { 'module': 'RandomForest', 'args': { 'stop_after': '$problem_definition.seconds_per_mixer', 'fit_on_dev': True, 'target': '$target', 'dtype_dict': '$dtype_dict', 'target_encoder': '$encoders[self.target]', 'use_optuna': True } }, ] return submodels def test_0_regression(self): df = pd.read_csv('tests/data/concrete_strength.csv')[:500] target = 'concrete_strength' pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 80}) jai = json_ai_from_problem(df, pdef) jai.model['args']['submodels'] = self.get_submodels() code = code_from_json_ai(jai) predictor = predictor_from_code(code) predictor.learn(df) predictor.predict(df) def test_1_binary(self): df = pd.read_csv('tests/data/ionosphere.csv')[:100] target = 'target' pdef = ProblemDefinition.from_dict({'target': target, 'time_aim': 20, 'unbias_target': False}) jai = json_ai_from_problem(df, pdef) jai.model['args']['submodels'] = [ { 'module': 'RandomForest', 'args': {'stop_after': '$problem_definition.seconds_per_mixer', 'fit_on_dev': True}} ] code = code_from_json_ai(jai) predictor = predictor_from_code(code) predictor.learn(df) predictions = predictor.predict(df) acc = balanced_accuracy_score(df[target], predictions['prediction']) self.assertTrue(acc > 0.5) self.assertTrue(all([0 <= p <= 1 for p in predictions['confidence']])) ================================================ FILE: tests/unit_tests/mixer/test_tabtransformer.py ================================================ import unittest import numpy as np import pandas as pd from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, predictor_from_json_ai, JsonAI, code_from_json_ai, predictor_from_code # noqa np.random.seed(42) class TestBasic(unittest.TestCase): def get_submodels(self): submodels = [ { 'module': 'TabTransformerMixer', 'args': { 'train_args': {'n_epochs': 5}, } }, ] return submodels def test_0_regression(self): df = pd.read_csv('tests/data/concrete_strength.csv')[:500] target = 'concrete_strength' pdef = ProblemDefinition.from_dict({'target': target}) jai = json_ai_from_problem(df, pdef) jai.model['args']['submodels'] = self.get_submodels() code = code_from_json_ai(jai) predictor = predictor_from_code(code) predictor.learn(df) predictor.predict(df) def test_1_binary(self): df = pd.read_csv('tests/data/ionosphere.csv')[:100] target = 'target' pdef = ProblemDefinition.from_dict({'target': target, 'unbias_target': False}) jai = json_ai_from_problem(df, pdef) jai.model['args']['submodels'] = self.get_submodels() code = code_from_json_ai(jai) predictor = predictor_from_code(code) predictor.learn(df) predictions = predictor.predict(df) self.assertTrue(all([0 <= p <= 1 for p in predictions['confidence']])) ================================================ FILE: tests/unit_tests/mixer/test_xgboost.py ================================================ import unittest import numpy as np import pandas as pd from lightwood.api.types import ProblemDefinition from lightwood.api.high_level import json_ai_from_problem, code_from_json_ai, predictor_from_code np.random.seed(42) class TestBasic(unittest.TestCase): def get_submodels(self): submodels = [ { 'module': 'XGBoostMixer', 'args': { 'stop_after': '$problem_definition.seconds_per_mixer', 'fit_on_dev': True, 'target': '$target', 'dtype_dict': '$dtype_dict', 'target_encoder': '$encoders[self.target]', 'use_optuna': True } }, ] return submodels def test_0_regression(self): """ This test mocks a dataset intended to demonstrate the efficacy of weighting. The operation does not successfully test if the weighting procedure works as intended, but does test the code for bugs. """ # generate data that mocks an observational skew by adding a linear selection to data data_size = 100000 loc = 100.0 scale = 10.0 eps = .1 target_data = np.random.normal(loc=loc, scale=scale, size=data_size) epsilon = np.random.normal(loc=0.0, scale=loc * eps, size=len(target_data)) feature_data = target_data + epsilon df = pd.DataFrame({'feature': feature_data, 'target': target_data}) hist, bin_edges = np.histogram(target_data, bins=10, density=False) fracs = np.linspace(1, 100, len(hist)) fracs = fracs / fracs.sum() target_size = 10000 skewed_arr_list = [] for i in range(len(hist)): frac = fracs[i] low_edge = bin_edges[i] high_edge = bin_edges[i + 1] bin_array = target_data[target_data <= high_edge] bin_array = bin_array[bin_array >= low_edge] # select only a fraction fo the elements in this bin bin_array = bin_array[:int(target_size * frac)] skewed_arr_list.append(bin_array) skewed_arr = np.concatenate(skewed_arr_list) epsilon = np.random.normal(loc=0.0, scale=loc * eps, size=len(skewed_arr)) skewed_feat = skewed_arr + epsilon skew_df = pd.DataFrame({'feature': skewed_feat, 'target': skewed_arr}) # generate data set weights to remove bias. hist, bin_edges = np.histogram(skew_df['target'].to_numpy(), bins=10, density=False) hist = 1 - hist / hist.sum() target_weights = {bin_edge: bin_frac for bin_edge, bin_frac in zip(bin_edges, hist)} pdef = ProblemDefinition.from_dict({'target': 'target', 'target_weights': target_weights, 'time_aim': 80}) jai = json_ai_from_problem(skew_df, pdef) jai.model['args']['submodels'] = self.get_submodels() code = code_from_json_ai(jai) predictor = predictor_from_code(code) predictor.learn(skew_df) output_df = predictor.predict(df) output_mean = output_df['prediction'].mean() self.assertTrue(np.all(np.isclose(output_mean, loc, atol=0., rtol=.03)), msg=f"the output mean {output_mean} is not close to {loc}") ================================================ FILE: tests/utils/__init__.py ================================================ ================================================ FILE: tests/utils/data_generation.py ================================================ import random import string import datetime from math import log def generate_timeseries( length, bounds=(0, 1852255420), _type='timestamp', period=24 * 3600): column = [] for n in range(*bounds, period): if len(column) >= length: break column.append(n) if _type == 'timestamp': return column elif _type == 'datetime': return list(map(str, map(datetime.datetime.fromtimestamp, column))) elif _type == 'date': return list(map(str, map(lambda x: datetime.datetime.fromtimestamp(x).date(), column))) def rand_ascii_str(length=30): charlist = [*string.ascii_letters] return ''.join(random.choice(charlist) for _ in range(length)) def rand_int(): return int(random.randrange(-pow(2, 18), pow(2, 18))) def rand_float(): return random.randrange(-pow(2, 18), pow(2, 18)) * random.random() def generate_value_cols(types, length, ts_period=48 * 3600): columns = [] for t in types: columns.append([]) # This is a header of sorts columns[-1].append(rand_ascii_str(10)) if t == 'int': gen_fun = rand_int elif t == 'float': gen_fun = rand_float elif t in ('date', 'datetime', 'timestamp'): columns[-1].extend( generate_timeseries(length=length, _type=t, period=ts_period)) continue elif t == 'bool': def gen_fun(): return bool(random.randint(0, 1)) elif t == 'true': def gen_fun(): return True elif t == 'false': def gen_fun(): return False else: raise Exception(f'Unexpected type {t}') for n in range(length): val = gen_fun() # @TODO: Maybe escpae the separator rather than replace them if isinstance(val, str): val = val.replace(',', '_').replace('\n', '_').replace('\r', '_') columns[-1].append(val) return columns # Ignore all but flaots and ints # Adds up the log of all floats and ints def generate_log_labels(columns, separator=','): labels = [] # This is a header of sorts labels.append(rand_ascii_str(10)) for n in range(1, len(columns[-1])): value = 0 for i in range(len(columns)): try: value += log(abs(columns[i][n])) except Exception: pass labels.append(value) return labels def generate_timeseries_labels(columns): labels = [] # This is a header of sorts labels.append(rand_ascii_str(10)) for n in range(1, len(columns[-1])): value = 1 for i in range(len(columns)): if isinstance(columns[i][n], str): operand = len(columns[i][n]) else: operand = columns[i][n] if i % 2 == 0: value = value * operand else: try: value = value / operand except ValueError: value = 1 labels.append(value) return labels def columns_to_file(columns, filename, headers=None): separator = ',' with open(filename, 'w', encoding='utf-8') as fp: fp.write('') with open(filename, 'a', encoding='utf-8') as fp: if headers is not None: fp.write(separator.join(headers) + '\r\n') for i in range(len(columns[-1])): row = '' for col in columns: row += str(col[i]) + separator fp.write(row.rstrip(separator) + '\r\n') ================================================ FILE: tests/utils/timing.py ================================================ from lightwood.api.predictor import PredictorInterface import time import pandas as pd def train_and_check_time_aim(predictor: PredictorInterface, train_df: pd.DataFrame, ignore_time_aim=False): """ Trains the predictor with the desired data *and* checks that the time aim we set for it was respected. """ time_aim_expected = predictor.problem_definition.time_aim start = time.time() predictor.learn(train_df) time_aim_actual = (time.time() - start) # Current margin of error for time aim is 2x, but we should aim to lower this if time_aim_expected is not None: if not ignore_time_aim and ((time_aim_expected * 2.5) < time_aim_actual): error = f'time_aim is set to {time_aim_expected} seconds, however learning took {time_aim_actual}' raise ValueError(error)